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Utilities for Excel files.

Project description

ut_xls

Overview

Excel ‘Utilities’

The package ut_xls ís a collection of interface modules to the following ‘Python Excel Utilities’

  1. openpyxl

  2. pyexcelerate

  3. pandas dataframe excel functions

  4. polars dataframe excel functions

Installation

The package ut_xls can be installed from PyPI.

To install with pip:

$ python -m pip install ut_xls

Package files

lassification

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

  1. Special files:

    1. py.typed

  2. Special modules:

    1. __init__.py

    2. __version__.py

  3. Sub-packages

    1. op Modules for Excel files using Openpyxl

      1. Modules for Excel I/O control

        1. iocwb.py I/O Control Module for Excel Workbooks

        2. Modules for Excel Input control accessed by path key

          1. pathkioiwb.py Input Module for Excel workbooks using path key

          2. pathkioowb.py Output Module for Excel workbooks using path key

        3. Modules for Excel Input control accessed by path

          1. pathioiwb.py Input Module for Excel workbooks using path

          2. pathioowb.py Output Module for Excel workbooks using path

          3. pathiouwb.py Update Module for Excel workbooks using path

          4. pathioiws.py Input Module for Excel worksheets using path

      2. wb.py Module for Excel workbook processing

      3. ws.py Module for Excel worksheet processing

      4. rw.py Module for Excel worksheet row processing

    2. pd Modules for Excel files using pandas

      1. Excel I/O module

        1. pathkioiwb.py

        2. pathioiwb.py

        3. pathioowb.py

    3. pe Modules for Excel files using pyexcelerate

      1. Excel modules for dictionary of arrays

        1. doaos.py

        2. doaod.py

      2. Excel I/O modules

        1. iocwb.py

        2. pathkioowb.py

        3. pathioowb.py

    4. pl Modules for Excel files using pyexcelerate

      1. pathioiwb.py

I/O Control Module for Excel Workbooks

Module: iocwb.py

The Module iocwb.py is used to control I/O for Excel Worksheets using the Openpyxl package; it contains the following static classes:

Static classes of module iocwb.py

Name

Description

SheetNms

Manage Excel worksheet Names.

Ws

Manage Excel worksheets.

Class SheetNms

Methods
Methods of static class SheetNms

Name

Description

sh_sheetnms

Show Excel workheet names.

sh_sheetnm

Show Excel workheet name.

Method: sh_sheetnms
Parameter of method sh_sheetnms

Name

Type

Description

cls

class

current class.

sheetnms

TySheetnms

Excel sheet names.

sheet

TyAoSheet

Excel array of Excel sheets.

Return value of method sh_sheetnms

Name

Type

Description

sheetnms

TySheetnms

Excel sheet names.

Class Ws

The class Ws contains:

  1. the static subclass Headers,

  2. static- or class-methods.

Subclass: Headers
Methods of static class Headers

Name

Description

iter_column

Iterate over Worksheet columns.

Methods
Methods of class Ws

Name

Description

append_rows

Ierate over workbook sheet names.

filter_rows

Iterate over workbook sheets.

iter_sheet_lst

sh_headers

sh_aoa

sh_id

sh_chartsheet

sh_worksheet

to_aod_apply_fnc_to_value

to_aod_apply_str_to_value

to_rows

to_row_values

to_dic

update_ws_cell_from_df_with_d_body

update_ws_cell_with_d_head

Input module for Excel workbooks accessed with path names

Module: pathkioiwb.py

The Module pathkioiwb.py is used to control Input processing for Excel Worksheets refered by patn-names using the Openpyxl package; it contains the following static class IoiPathnmWb:

Methods

Methods of class IoiPathnmWb

Name

Description

load

Ierate over workbook sheet names.

read_wb_to_aod

Iterate over workbook sheets.

read_wb_to_doaod

Iterate over workbook sheets.

read_wb_to_aod_or_doaod

Iterate over workbook sheets.

read_wb_to_aoa

Iterate over workbook sheets.

sh_wb_adm

Iterate over workbook sheets.

sh_wb_del

Iterate over workbook sheets.

sh_wb_reg

Iterate over workbook sheets.

Input module for Excel workbooks accessed with path

Module: pathioiwb.py

The Module pathioiwb.py is used to control Input processing for Excel Worksheets refered by patn-names using the Openpyxl package; it contains the following static class IoiPathWb:

Methods

Methods of class IoiPathWb

Name

Description

load

Load Excel workbook accessed by path

read_wb_to_aod

Read Excel workbook accessed by path into array of dictionaries.

read_wb_to_doaod

Read Excel workbook accessed by path into dictionary of array of dictionaries.

read_wb_to_aod_or_doaod

Read Excel workbook accessed by path into array of dictionaries or dictionary of array of dictionaries.

read_wb_to_aoa

Read Excel workbook accessed by path into array of arrays. .

sh_wb_adm

Show Excel workbook with admin sheet.

sh_wb_del

Show Excel workbook with delete sheet.

sh_wb_reg

Show Excel workbook with regular (admin or delete) sheets.

Input module for Excel workbooks accessed with path names

Module: pathioiws.py

The Module pathioiws.py is used to control Input processing for Excel Worksheets refered by patn-names using the Openpyxl package; it contains the following static class IoiPathWs:

Methods

Methods of class IoiPathWs

Name

Description

read_ws_to_dic

Read Excel workbook accessed by path into dictionary.

read_ws_to_aod

Read Excel workbook accessed by path into array of dictionaries.

read_ws_filter_rows

Read Excel workbook accessed by path into array of dictionaries.

read_ws_to_aoa

Read Excel workbook accessed by path int oarray of arrays.

read_sheetnames

Read Excel workbook accessed by path int oarray of arrays.

read_ws_to_doaoa

Read Excel workbook accessed by path int oarray of arrays.

read_ws_to_dowsop

Read Excel workbook accessed by path int oarray of arrays.

Output module for Excel workbooks accessed with path names

Module: pathkioowb.py

The Module pathkioowb.py is used to control Output processing for Excel Worksheets refered by patn-names using the Openpyxl package; it contains the following static class IooPathNmWb:

Methods

Methods of class IooPathNmbs

Name

Description

read_ws_to_dic

Read Excel workbook accessed by path into dictionary.

read_ws_to_aod

Read Excel workbook accessed by path into array of dictionaries.

read_ws_filter_rows

Read Excel workbook accessed by path into array of dictionaries.

read_ws_to_aoa

Read Excel workbook accessed by path int oarray of arrays.

read_sheetnames

Read Excel workbook accessed by path int oarray of arrays.

read_ws_to_doaoa

Read Excel workbook accessed by path int oarray of arrays.

read_ws_to_dowsop

Read Excel workbook accessed by path int oarray of arrays.

Output Module for Excel workbooks accessed with path

Module: pathioowb.py

The Module pathioowb.py is used to control Output processing for Excel Worksheets refered by patn-names using the Openpyxl package; it contains the following static class IooPathWb:

Methods

Methods of class IooPathNmbs

Name

Description

read_ws_to_dic

Read Excel workbook accessed by path into dictionary.

read_ws_to_aod

Read Excel workbook accessed by path into array of dictionaries.

read_ws_filter_rows

Read Excel workbook accessed by path into array of dictionaries.

read_ws_to_aoa

Read Excel workbook accessed by path int oarray of arrays.

read_sheetnames

Read Excel workbook accessed by path int oarray of arrays.

read_ws_to_doaoa

Read Excel workbook accessed by path int oarray of arrays.

read_ws_to_dowsop

Read Excel workbook accessed by path int oarray of arrays.

Update Module for Excel workbooks accessed with path

Module: pathioowb.py

The Module pathioowb.py is used to control Output processing for Excel Worksheets refered by patn-names using the Openpyxl package; it contains the following static class IooPathWb:

Methods

Methods of class IooPathNmbs

Name

Description

read_ws_to_dic

Read Excel workbook accessed by path into dictionary.

read_ws_to_aod

Read Excel workbook accessed by path into array of dictionaries.

read_ws_filter_rows

Read Excel workbook accessed by path into array of dictionaries.

read_ws_to_aoa

Read Excel workbook accessed by path int oarray of arrays.

read_sheetnames

Read Excel workbook accessed by path int oarray of arrays.

read_ws_to_doaoa

Read Excel workbook accessed by path int oarray of arrays.

read_ws_to_dowsop

Read Excel workbook accessed by path int oarray of arrays.

Modules for Excel worksheet row processing

Module: rw.py

The Module rw.py is used to manage Excel Worksheet rows using the Openpyxl package; it contains the following static class:

Static classes of module rw.py

Name

Description

Rw

Manage Excel worksheet rows

Class Rw

Methods
Methods of static class Rw

Name

Description

iter_cell_value

Iterate over cell values of Excel worksheet rows

Method: iter_cell_value
Parameter of method iter_cell_value

Name

Type

Description

cls

class

current class

row

TyTupleCell

Excel Worksheet rows

**kwargs

TyAny

Keyword arguments

Yield value of method iter_cell_value

Name

Type

Description

cell.value

TyAny

Excel Worksheet row cell value

Modules for Excel workbook processing

Module: wb.py

The Module wb.py is used to manage Excel Workbooks using the Openpyxl package; it contains the following static classes:

Static Classes of Input I/O Module ioipath.py

Name

Description

DoAoA

Manage workbooks from Dictionaries of Arrays.

DoAoA

Manage workbooks from Dictionaries of dictionaries.

Wb

Manage workbooks.

Class DoAoA

Methods
Methods of static class DoAoA

Name

Description

create_wb

Create Excel Workbook from Dictionary of array of arrays using the openpyxel package.

Method: create_wb
Parameter of method create_wb

Name

Type

Description

doaoa

TyDoAoA

Dictionary of array of dictionaries

Return value of method create_wb

Name

Type

Description

wb

TyWb

Excel Workbook of Openpyxl package

Class DoAoD

Methods
Methods of static class DoAoD

Name

Description

create_wb

Create Excel Workbook from Dictionary of array of dictionaries using the openpyxxel package.

Method: create_wb
Parameter of method create_wb

Name

Type

Description

doaoa

TyDoAoA

Dictionary of array of dictionaries

Return value of method create_wb

Name

Type

Description

wb

TyWb

Excel Workbook of Openpyxl package

Class Wb

Methods

Methods of static class Wb

Name

Description

iter_sheet_names

Ierate over workbook sheet names.

iter_sheet

Iterate over workbook sheets.

sh_sheetnm

sh_sheetnms

sh_sheet_by_sheetnm

sh_sheet

sh_chartsheet_by_sheetnm

sh_chartsheet

sh_worksheet_by_sheetnm

sh_worksheet

to_aod

to_doaod

to_aod_or_doaod

createupdate_wb_with_doaoa

update_wb_with_aoa

update_wb_with_aod

update_wb_with_doaoa

update_wb_with_dodf

Modules for Excel worksheet processing

Module: ws.py

The Module ws.py is used to manage Excel Worksheets using the Openpyxl package; it contains the following static classes:

Static classes of module ws.py

Name

Description

DoAoA

Manage workbooks from Dictionaries of Arrays

DoAoA

Manage workbooks from Dictionaries of dictionaries.

Wb

Manage workbooks.

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: 'monitoring@domain.com'
        toaddrs:
            - 'dev@domain.com'
            - 'qa@domain.com'
        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.

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