ut-dic 1.5.3.20251008

Utilities for Dictionaries

ut_dic

Overview

Utilities for Management of Dictionaries

Installation

Package ut_dic can be installed from PyPI.

To install with pip:

$ python -m pip install ut_dic

Package logging

(c.f.: Appendix: Package Logging)

Package files

Classification

The Package ut_dic consist of the following file types (c.f.: Appendix: Python Glossary):

1. Special files:

   1. py.typed

2. Modules

   1. Special modules:

      1. __init__.py

      2. __version__.py

   2. Module for Dictionary

      1. dic.py Management of Dictionary

   3. Modules for Dictionary of basic types

      1. doc.py Module for Dictionary of callables

      2. doo.py Module for Dictionary of objects

      3. douri.py Module for Dictionary of uri’s

   4. Modules for Dictionary of dataframe types

      1. dopddf.py Module for Dictionary of pandas dataframes

      2. dopldf.py Module for Dictionary of polars dataframes

   5. Modules for Dictionary of dictionaries

      1. dodoa.py Module for Dictionary of dictionaries of arrays

      2. dodod.py Module for Dictionary of dictionaries of dictionaries

      3. dodows.py Module for Dictionary of dictionaries of Excel worksheets

      4. dod.py Module for Dictionary of dictionaries

Module for Dictionary

Module: dic.py

The Module dic.py contains the single static class Dic for the Management of Dictionaries.

Class: Dic

The static class Dic of Module dic.py is used to manage dictionaries of different types. It contains class variables that act as messages, as well as class or static methods, but no instance methods. The methods of the Dic class can be classified into the following types:

1. Miscellenous Methods

2. Get Methods

3. Locate Methods

4. New Methods

5. Show Methods

6. Set Methods

7. Split Methods

8. Yield Methods

Miscellenous Methods

Miscellenous Methods of class Dic

Name	Description
add_counter_to_values	Apply the function “add_counter_with key” to the last key of the key list and the Dictionary localized by that key.
add_counter_to_value	Initialize the unintialized counter with 1 and add it to the Dictionary value of the key.
append_to_values	Apply the function “append with key” to the last key of the key list amd the Dictionary localized by that key.
append_to_value	Initialize the unintialized counter with 1 and add it to the Dictionary value of the key.
change_keys_by_keyfilter	Change the keys of the Dictionary by the values of the keyfilter Dictionary with the same keys.
copy	Copy the value for keys from source to target dictionary.
extend_values	Appply the function “extend_by_key” to the last key of the key list and the dictionary localized by that key.
extend_value	Add the item with the key as element to the dictionary if the key is undefined in the dictionary. Extend the element value with the value if both supports the extend function.
increment_values	Appply the function “increment_by_key” to the last key of the key list and the Dictionary localized by that key.
increment_value	Increment the value of the key if it is defined in the Dictionary, otherwise assign the item to the key
is_not	Return False if the key is defined in the Dictionary and the key value if not empty, othewise returm True.
lstrip_keys	Remove the first string found in the Dictionary keys.
merge	Merge two Dictionaries.
new	create a new dictionary from keys and values.
normalize_value	Replace every Dictionary value by the first list element of the value if it is a list with only one element.
nvl	Return the Dictionary if it is not None otherwise return the empty Dictionary “{}”.
rename_key_using_kwargs	Rename old Dictionary key with new one get from kwargs.
replace_string_in_keys	Replace old string contained in keys with new one.
rename_key	Rename old Dictionary key with new one.
round_values	Round values selected by keys,
to_aod	Convert dictionary to array of dictionaries.

Get Methods

Get Methods of class Dic

Name	Description
get_by_keys	Return the value of the keys located in the nested dictionary.
get_value_yn	Return the value value_y if the key is contained in the dictionary otherwise return the value value_n.
get	Loop thru the nested dictionary with the keys from the key list until the key is found. If the last key of the key list is found return the value of the key, otherwise return None.

Locate Methods

Locate Methods of class Dic

Name	Description
locate	Return the value of the key reached by looping thru the nested Dictionary with the keys from the key list until the value is None or the last key of the key list is reached.
locate_secondlast	Apply the locate function to the dictionary and the new key list which contains all key list items without the last one.

New Methods

New Methods of class Dic

Name	Description
new_by_fset_split_keys	Create new dictionary from old by creating the new keys as frozenset of the comma separator split of the old keys.
new_by_split_keys	Create new nested dictionary from old by creating the new keys as the comma separator split of the old keys.
new_d_filter	Create filter dictionary with key, value and method pairs.
new_d_index_d_values	Create index and value dictionary from dictionary and pivot dictionary.
new_prefix_keys	Create new dictionary from old by using prefixed old keys as new keys and old values as new values.
new_make_values2keys	Convert the dictionary to a new dictionary by using the values as new keys and all keys mapped to the same value as new value.

Set Methods

Set Methods of class Dic

Name	Description
set_kv_not_none	Set the given Dictionary key to the given value if both are not are not None.
set_by_keys	Locate the values in a nested dictionary for the suceeding keys of a key array and replace the last value with the given value
set_by_key_pair	Replace value of source key by value of target key.
set_if_none	Locate the values in a nested dictionary for the suceeding keys of a key array and assign the given value to the last key if that key does not exist in the dictionary.
set_by_div	Replace the source key value by the division of the values of two target keys if the they are of type float and the divisor is not o, otherwise assign None.
set_first_tgt_with_src_using_d_src2tgt	Replace value of first dictionary target key found in the source to target dictionary by the source value found in the dictionary.
set_first_tgt_with_src_using_d_tgt2src	Replace value of first dictionary target key found in the target to source dictionary by the source value found in the dictionary.
set_format_value	Replace the dictionary values by the formatted values using the format string.
set_multiply_with_factor	Replace the dictionary values by the original value multiplied with the factor.
set_tgt_with_src	Replace source dictionary values by target dictionary values.
set_tgt_with_src_using_doaod_tgt2src	Loop through the target to source dictionaries of the values of the dictionary of the arrays of target to source dictionaries until the return value of the function “set_nonempty_tgt_with_src_using_d_tgt2src” is defined.
set_nonempty_tgt_with_src_using_d_tgt2src	Exceute the function “set_tgt_with_src_using_d_tgt2src” if all dictionary values for the keys provided by the values of the target to source dictionary are defined.
set_first_tgt_with_src_using_d_tgt2src	Replace value of first dictionary target key found in the target to source dictionary by the source value found in the dictionary.
set_tgt_with_src_using_d_src2tgt
set_tgt_with_src_using_d_tgt2src

Show Methods

Show Methods of class Dic

Name	Description
sh_keys	Show array of keys of key list found in dictionary.
show_sorted_keys	Show sorted array of keys of dictionary.
sh_value_by_keys	Show value of dictionary element selected by keys
sh_values_by_keys	Convert the dictionary into an array by using a key filter. The array elements are the values of all dictionary elements where the key is the given single key or where the key is contained in the key list.

Split Methods

Split Methods of class Dic

Name	Description
split_by_value_endwith	Split the dictionary into a tuple of dictionaries using the condition “the dictionary value ends with the given value”. The first tuple element is the dictionary of all dictionary elements whose value ends with the given value; the second one is the dictionary of the other elements.
split_by_value	Split the dictionary into a tuple of dictionaries using the condition “the dictionary value is equal to the given value”. The value. The first tuple element is the dictionary of all elements whose value is equal to the given value; the second one is the dictionary of the other elements.
split_by_value_is_int	Split the dictionary into a tuple of dictionaries using the condition “the element value is of type integer”. The first tuple element is the dictionary of all elements whose value is of type integer; the second one is the dictionary of the other elements.

Yield Methods

Yield Methods of class Dic

Name	Description
yield_values_with_keyfilter	Yield the values of all elements which are selected by the given key filter.

Modules for Dictionary of basic types

Module: doc.py

The Module doc.py is used to manage dictionary of callables; It contains the static class DoC.

Class DoC

The static Class DoC contains the subsequent methods; it contains only class- or static-methods for the execution of callables referenced by commands.

Methods

Methods of class DoC

Name	Type	Description
ex_cmd	class	Get the command cmd from the arguments and keyword arguments list args_kwargs and call the ex function with the given cmd.
ex	class	Show and execute the function located as the value of the given cmd in the function dictionary.
sh	static	Show(get) the function located as the value of the given key in the function dictionary

Method: ex_cmd

Parameter

Parameter of Method ex_cmd

Name	Type	Description
cls	class	current class
doc	TnDoC	Dictionary of Callables
kwargs	TyDic	Keyword arguments

Return Value

Return value of Method ex_cmd*

Name	Type	Description
	Any	Result of the command execution

Method: ex

Parameter

Parameter of Method ex

Name	Type	Description
cls	class	current class
doc	TnDoC	Dictionary of Callables
key	TnDoc	key
args_kwargs	TnArrDoc	arguments or keyword arguments

Return Value

Return value of Method ex

Name	Type	Description
	Any	Result of the command execution

Method: sh

Parameter

Parameter of Method-sh

Name	Type	Description
cls	class	current class
doc	TnDoC	Dictionary of Callables
key	TnDoc	key

Return Value

Return value of Method-sh

Name	Type	Description
fnc	TyCallable	Function

Modules for Dictionary of dictionaries

Modules for Dictionary of dictionaries

Name	Description
dodoa.py	Management of Dictionary of dictionaries of arrays.
dodod.py	Management of Dictionary of dictionaries of dictionaries.
dodows.py	Management of Dictionary of dictionaries of worksheets.
dod.py	Management of Dictionary of dictionaries.

Module: dodoa.py

The Module dodoa.py contains the static class DoDoA:

Class: DoDoA

The static Class DoDoA is used to manage Dictionary of Dictionaries of Arrays; it contains the subsequent methods.

Methods

Methods of class DoDoA

Name	Description
append
sh_union

Module: dodod.py

Classes

The Module dodod.py contains the static Class DoDoD:

Class: DoDoD

The static Class DoDoD is used to manage Dictionary of Dictionaries of Dictionaries; it contains the subsequent methods.

Methods

Methods of class DoDoD

Name	Description
set
yield_values

Module: dod.py

Classes

The Module dod.py contains the static Class DoD:

Class: DoD

The static Class DoD is used to manage Dictionary of Dictionaries; it contains the subsequent methods.

Methods

DoD Methods

Name	Description
nvl	Return the Dictionary of Dictionaries if it is not None otherwise return the empty Dictionary “{}”.
replace_keys	Recurse through the Dictionary while building a new one with new keys and old values; the old keys are translated to new ones by the keys Dictionary.
yield_values

Module: dodows.py

Classes

The Module dodows.py contains the static Class DoDoWs:

Class: DoDoWs

The static Class DoDoWs is used to manage Dictionary of Dictionaries of Worksheets; it contains the subsequent methods.

Methods

Methods of class DoDoWs

Name	Description
write_workbook	Write a workbook using a Dictionary of Dictionaries of worksheets.

Module for Dictionary of Objects

The Module Type Dictionary of Objects contains the following Modules:

Dictionaries of Ojects Module

Name	Description
doo.py	Management of Dictionary of Objects.

Module: doo.py

The Module doo.py contains the static Classes DoO.

Class: DoO

The static Class DoO is used to manage Dictionary of Objects; it contains the subsequent methods.

Methods

DoO Methods

Name	Description
replace_keys	Replace the keys of the given Dictionary by the values found in the given keys Dictionary if the values are not Dictionaries; otherwise the function is called with these values.

Modules for Dictionary of Dataframes

Modules

The Module Type Dictionary of Dataframes contains the following Modules:

Dictionary of Dataframes Modules

Name	Description
dopddf.py	Management of Dictionary of Panda Dataframes.
dopldf.py	Management of Dictionary of Polars Dataframes.

Module: dopddf.py

The Module dopddf.py contains only the static Class DoPdDf.

Class: DoPdDf

The static Class DoPdDf is used to manage Dictionaries of Panda Dataframes; it contains the subsequent methods.

Methods

Methodsc of class DoPdDf

Name	Description
set_ix_drop_key_filter	Apply Function set_ix_drop_col_filter to all Panda Dataframe values of given Dictionary.
to_doaod	Replace NaN values of Panda Dataframe values of given Dictionary and convert them to Array of Dictionaries.

Module: dopldf.py

The Module dopldf.py contains only the static Class DoPlDf:

Class: DoPlDf

The static Class DoPlDf is used to manage Dictionary of Polars Dataframes; it contains the subsequent Methods.

Methods

Methods of class DoPlDf

Name	Description
to_doaod	Replace NaN values of Polars Dataframe values of given Dictionary and convert them to Array of Dictionaries.

Appendix

Package Logging

Description

Logging use the module log.py of the logging package ut_log. The module supports two Logging types:

1. Standard Logging (std) or

2. User Logging (usr).

The Logging type can be defined by one of the values ‘std’ or ‘usr’ of the parameter log_type; ‘std’ is the default. The different Logging types are configured by one of the following configuration files:

1. log.std.yml or

2. log.usr.yml

The configuration files can be stored in different configuration directories (ordered by increased priority):

1. <package directory of the log package ut_log>/cfg,

2. <package directory of the application package ui_eviq_srr>/cfg,

3. <application directory of the application eviq>/cfg,

The active configuration file is the configuration file in the directory with the highest priority.

Examples

Site-packages-path = /appl/eviq/.pyenv/versions/3.11.12/lib/python3.11/site-packages Log-package = ut_log Application-package = ui_eviq_srr Application-home-path = /appl/eviq

Examples of log configuration-files

Log Configuration
Type	Directory Type	Directory	File
std	Log package	<Site-packages-path>/<Log-package>/cfg	log.std.yml
	Application package	<Site-packages-path>/<application-package>/cfg
	Application	<application-home-path>/cfg
usr	Log package	<site-packages-path>/ut_log/cfg	log.usr.yml
	Application package	<site-packages-path>/ui_eviq_srr/cfg
	Application	<application-path>/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	Value	Description	Default	Example
appl_data	data directory				/data/eviq
tenant	tenant name	UMH			UMH
package	package name				ui_eviq_srr
cmd	command				evupreg
log_type	Logging Type	std:	Standard logging	std	std
		usr:	User Logging
log_ts_type	Logging timestamp type	ts:	Sec since 1.1.1970	ts	ts
		dt:	Datetime
log_sw_single_dir	Use single log directory	True	use single dir.	True	True
		False	use muliple dir.

Log files naming

Naming Conventions (table format)

Naming conventions for logging file paths

Type	Directory	File
debug	/<appl_data>/<tenant>/RUN/<package>/<cmd>/debs	debs_<ts>_<pid>.log
critical	/<appl_data>/<tenant>/RUN/<package>/<cmd>/logs	crts_<ts>_<pid>.log
error	/<appl_data>/<tenant>/RUN/<package>/<cmd>/logs	errs_<ts>_<pid>.log
info	/<appl_data>/<tenant>/RUN/<package>/<cmd>/logs	infs_<ts>_<pid>.log
warning	/<appl_data>/<tenant>/RUN/<package>/<cmd>/logs	rnsg_<ts>_<pid>.log

Naming Conventions (tree format)

<appl_data>   Application data folder
│
└── <tenant>  Application tenant folder
    │
    └── RUN  Applications RUN folder for Application log files
        │
        └── <package>  RUN folder of Application package: <package>
            │
            └── <cmd>  RUN folder of Application command <cmd>
                │
                ├── debs  Application command debug messages folder
                │   │
                │   └── debs_<ts>_<pid>.log  debug messages for
                │                            run of command <cmd>
                │                            with pid <pid> at <ts>
                │
                └── logs  Application command log messages folder
                    │
                    ├── crts_<ts>_<pid>.log  critical messages for
                    │                        run of command <cmd>
                    │                        with pid <pid> at <ts>
                    ├── errs_<ts>_<pid>.log  error messages for
                    │                        run of command <cmd>
                    │                        with pid <pid> at <ts>
                    ├── infs_<ts>_<pid>.log  info messages for
                    │                        run of command <cmd>
                    │                        with pid <pid> at <ts>
                    └── wrns_<ts>_<pid>.log  warning messages for
                                             run of command <cmd>
                                             with pid <pid> at <ts>

Naming Examples (table format)

Naming conventions for logging file paths

Type	Directory	File
debug	/appl/eviq/UMH/RUN/ui_eviq_srr/evdomap/debs/	debs_1750096540_354710.log
critical	/appl/eviq/UMH/RUN/ui_eviq_srr/evdomap/logs/	crts_1749971151_240257.log
error		errs_1749971151_240257.log
info		infs_1750096540_354710.log
warning		wrns_1749971151_240257.log

Naming Examples (tree format)

/data/eviq/UMH/RUN/ui_eviq_srr/evdomap  Run folder of
│                                       of function evdomap
│                                       of package ui_eviq_srr
│                                       for teanant UMH
│                                       of application eviq
│
├── debs  debug folder of Application function: evdomap
│   │
│   └── debs_1748609414_314062.log  debug messages for run
│                                   of function evdomap
│                                   using pid: 314062 at: 1748609414
│
└── logs  log folder of Application function: evdomap
    │
    ├── errs_1748609414_314062.log  error messages for run
    │                               of function evdomap
    │                               with pid: 314062 at: 1748609414
    ├── infs_1748609414_314062.log  info messages for run
    │                               of function evdomap
    │                               with pid: 314062 at: 1748609414
    └── wrns_1748609414_314062.log  warning messages for run
                                    of function evdomap
                                    with pid: 314062 at: 1748609414

Configuration files

log.std.yml (jinja2 yml file)

Content

version: 1

disable_existing_loggers: False

loggers:

    # standard logger
    std:
        # level: NOTSET
        level: DEBUG
        handlers:
            - std_debug_console
            - std_debug_file
            - std_info_file
            - std_warning_file
            - std_error_file
            - std_critical_file

handlers:

    std_debug_console:
        class: 'logging.StreamHandler'
        level: DEBUG
        formatter: std_debug
        stream: 'ext://sys.stderr'

    std_debug_file:
        class: 'logging.FileHandler'
        level: DEBUG
        formatter: std_debug
        filename: '{{dir_run_debs}}/debs_{{ts}}_{{pid}}.log'
        mode: 'a'
        delay: true

    std_info_file:
        class: 'logging.FileHandler'
        level: INFO
        formatter: std_info
        filename: '{{dir_run_infs}}/infs_{{ts}}_{{pid}}.log'
        mode: 'a'
        delay: true

    std_warning_file:
        class: 'logging.FileHandler'
        level: WARNING
        formatter: std_warning
        filename: '{{dir_run_wrns}}/wrns_{{ts}}_{{pid}}.log'
        mode: 'a'
        delay: true

    std_error_file:
        class: 'logging.FileHandler'
        level: ERROR
        formatter: std_error
        filename: '{{dir_run_errs}}/errs_{{ts}}_{{pid}}.log'
        mode: 'a'
        delay: true

    std_critical_file:
        class: 'logging.FileHandler'
        level: CRITICAL
        formatter: std_critical
        filename: '{{dir_run_crts}}/crts_{{ts}}_{{pid}}.log'
        mode: 'a'
        delay: true

    std_critical_mail:
        class: 'logging.handlers.SMTPHandler'
        level: CRITICAL
        formatter: std_critical_mail
        mailhost : localhost
        fromaddr: '[e-mail]'
        toaddrs:
            - '[e-mail]'
            - '[e-mail]'
        subject: 'Critical error with application name'

formatters:

    std_debug:
        format: '%(asctime)-15s %(levelname)s-%(name)s-%(process)d::%(module)s.%(funcName)s|%(lineno)s:: %(message)s'
        datefmt: '%Y-%m-%d %H:%M:%S'
    std_info:
        format: '%(asctime)-15s %(levelname)s-%(name)s-%(process)d::%(module)s.%(funcName)s|%(lineno)s:: %(message)s'
        datefmt: '%Y-%m-%d %H:%M:%S'
    std_warning:
        format: '%(asctime)-15s %(levelname)s-%(name)s-%(process)d::%(module)s.%(funcName)s|%(lineno)s:: %(message)s'
        datefmt: '%Y-%m-%d %H:%M:%S'
    std_error:
        format: '%(asctime)-15s %(levelname)s-%(name)s-%(process)d::%(module)s.%(funcName)s|%(lineno)s:: %(message)s'
        datefmt: '%Y-%m-%d %H:%M:%S'
    std_critical:
        format: '%(asctime)-15s %(levelname)s-%(name)s-%(process)d::%(module)s.%(funcName)s|%(lineno)s:: %(message)s'
        datefmt: '%Y-%m-%d %H:%M:%S'
    std_critical_mail:
        format: '%(asctime)-15s %(levelname)s-%(name)s-%(process)d::%(module)s.%(funcName)s|%(lineno)s:: %(message)s'
        datefmt: '%Y-%m-%d %H:%M:%S'

Jinja2-variables

log.std.yml Jinja2 variables

Name	Definition	Example
dir_run_debs	debug run directory	/data/eviq/UMH/RUN/ui_eviq_srr/evupreg/debs
dir_run_infs	info run directory	/data/eviq/UMH/RUN/ui_eviq_srr/evupreg/logs
dir_run_wrns	warning run directory
dir_run_errs	error run directory
dir_run_crts	critical error run directory
ts	Timestamp since 1970 in [sec] if log_ts_type == ‘ts’	1749483509
	Datetime in timezone Europe/ Berlin if log_ts_type == ‘dt’	20250609 17:38:29 GMT+0200
pid	Process ID	79133

Python Glossary

Python Modules

Overview

Python Modules

Name	Definition
Python modules	Files with suffix .py; they could be empty or contain python code; other modules can be imported into a module.
special Python modules	Modules like __init__.py or main.py with special names and functionality.

Python Function

Overview

Python Function

Name	Definition
Python function	Files with suffix .py; they could be empty or contain python code; other modules can be imported into a module.
special Python modules	Modules like __init__.py or main.py with special names and functionality.

Python Packages

Overview

Python Packages Overview

Name	Definition
Python package	Python packages are directories that contains the special module __init__.py and other modules, sub packages, files or directories.
Python sub-package	Python sub-packages are python packages which are contained in another python 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

Special python package sub-directories

Special python package sub-directories

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 Files

Overview

Python files

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

Python Special Files

Python special 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.

Python Special Modules

Python special modules

Name	Type	Description
__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 package entry point point. 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 classes

Overview

Python classes overview

Name	Description
Python class	A class is a container to group related methods and variables together, even if no objects are created. This helps in organizing code logically.
Python static class	A class which contains only @staticmethod or @classmethod methods and no instance-specific attributes or methods.

Python methods

Overview

Python methods overview

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

Python class methods

Python class methods

Name	Description
Python no instance class method	Python function defined in python classes and decorated with @classmethod or @staticmethod. The first parameter conventionally called cls is a reference to the current class.
Python instance class method	Python function defined in python classes; the first parameter conventionally called self is a reference to the current class object.
special Python class method	Python class functions with special names and functionalities.

Python special class methods

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. The method us a single parameter conventionally called self to access the object.

Table of Contents

Table of Content

• ut_dic

  • Overview

  • Installation

  • Package logging

  • Package files

  • Module for Dictionary

    • Class: Dic

      • Miscellenous Methods

      • Get Methods

      • Locate Methods

      • New Methods

      • Set Methods

      • Show Methods

      • Split Methods

      • Yield Methods

  • Modules for Dictionary of basic types

    • Class DoC

      • Methods

      • Method: ex_cmd

        • Parameter

        • Return Value

      • Method: ex

        • Parameter

        • Return Value

      • Method: sh

        • Parameter

        • Return Value

  • Modules for Dictionary of dictionaries

    • Module: dodoa.py

      • Class: DoDoA

        • Methods

    • Module: dodod.py

      • Classes

      • Class: DoDoD

        • Methods

    • Module: dod.py

      • Classes

      • Class: DoD

        • Methods

    • Module: dodows.py

      • Classes

      • Class: DoDoWs

        • Methods

  • Module for Dictionary of Objects

    • Module: doo.py

      • Class: DoO

        • Methods

  • Modules for Dictionary of Dataframes

    • Modules

    • Module: dopddf.py

      • Class: DoPdDf

        • Methods

    • Module: dopldf.py

      • Class: DoPlDf

        • Methods

• Appendix

  • Package Logging

    • Description

    • Examples

    • Log message types

      • Log types and Log directories

      • Application parameter for logging

      • Log files naming

        • Naming Conventions (table format)

        • Naming Conventions (tree format)

        • Naming Examples (table format)

        • Naming Examples (tree format)

    • Configuration files

      • Content

      • Jinja2-variables

  • Python Glossary

    • Python Modules

    • Python Function

    • Python Packages

      • Overview

      • Special python package sub-directories

    • Python Files

      • Overview

      • Python Special Files

      • Python Special Modules

    • Python classes

    • Python methods

      • Overview

      • Python class methods

      • Python special class methods

• Table of Contents