chore(main): release 0.10.0 (#95)

🤖 I have created a release *beep* *boop*
---


## [0.10.0](https://github.com/shizand/statapp/compare/v0.9.0...v0.10.0)
(2024-01-08)


### Новые функции

* добавлен график ([#94](https://github.com/shizand/statapp/issues/94))
([bb1b2f1](bb1b2f1ec5)),
closes [#86](https://github.com/shizand/statapp/issues/86)

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

.github/workflows/release.yml

@@ -47,7 +47,7 @@ jobs:
       - name: Установка зависимостей
         run: poetry install
       - name: Сборка
-        run: poetry run pyinstaller ${{ matrix.spec }}.spec\
+        run: poetry run pyinstaller statapp.spec -- -- ${{ matrix.spec == 'statapp-onefile' && '--one-file' || '' }}
       - name: Архивация
         uses: thedoctor0/zip-release@0.7.1
         with:

.github/workflows/size-labeler.yml

@@ -0,0 +1,31 @@
+name: labeler
+
+on: [pull_request]
+
+jobs:
+  labeler:
+    runs-on: ubuntu-latest
+    name: Label the PR size
+    permissions:
+      issues: write
+      pull-requests: write
+    steps:
+      - uses: codelytv/pr-size-labeler@v1.7.0
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          xs_label: 'size/xs'
+          xs_max_size: '10'
+          s_label: 'size/s'
+          s_max_size: '100'
+          m_label: 'size/m'
+          m_max_size: '500'
+          l_label: 'size/l'
+          l_max_size: '1000'
+          xl_label: 'size/xl'
+          fail_if_xl: 'false'
+          message_if_xl: >
+            Этот PR превышает рекомендуемый размер в 1000 строк.
+            Пожалуйста, убедитесь, что вы НЕ решаете несколько проблем с помощью одного PR.
+          github_api_url: 'api.github.com'
+          files_to_ignore: |
+            "ui_*.py"

.idea/misc.xml

@@ -1,4 +1,7 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
-  <component name="ProjectRootManager" version="2" project-jdk-name="Poetry (statapp)" project-jdk-type="Python SDK" />
+  <component name="Black">
+    <option name="sdkName" value="Poetry (statapp)" />
+  </component>
+  <component name="ProjectRootManager" version="2" project-jdk-name="statapp" project-jdk-type="Python SDK" />
 </project>

.idea/runConfigurations/statapp.xml

@@ -1,15 +1,15 @@
 <component name="ProjectRunConfigurationManager">
   <configuration default="false" name="statapp" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
     <module name="stat" />
+    <option name="ENV_FILES" value="" />
     <option name="INTERPRETER_OPTIONS" value="" />
     <option name="PARENT_ENVS" value="true" />
     <envs>
       <env name="PYTHONUNBUFFERED" value="1" />
     </envs>
     <option name="SDK_HOME" value="" />
-    <option name="SDK_NAME" value="Poetry (statapp)" />
     <option name="WORKING_DIRECTORY" value="" />
-    <option name="IS_MODULE_SDK" value="false" />
+    <option name="IS_MODULE_SDK" value="true" />
     <option name="ADD_CONTENT_ROOTS" value="true" />
     <option name="ADD_SOURCE_ROOTS" value="true" />
     <option name="SCRIPT_NAME" value="statapp" />

.idea/stat.iml

@@ -2,7 +2,7 @@
 <module type="PYTHON_MODULE" version="4">
   <component name="NewModuleRootManager">
     <content url="file://$MODULE_DIR$" />
-    <orderEntry type="jdk" jdkName="Poetry (statapp)" jdkType="Python SDK" />
+    <orderEntry type="jdk" jdkName="statapp" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
 </module>

.pre-commit-config.yaml

@@ -1,5 +1,9 @@
 # See https://pre-commit.com for more information
 # See https://pre-commit.com/hooks.html for more hooks
+ci:
+    autofix_commit_msg: 'chore: [pre-commit.ci] auto fixes from pre-commit.com hooks'
+    autoupdate_commit_msg: 'chore: [pre-commit.ci] pre-commit autoupdate'
+
 repos:
 -   repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v3.2.0
@@ -12,5 +16,18 @@ repos:
     rev: v0.8.8
     hooks:
     -   id: licenseheaders
-        args: ["-t", ".copyright.tmpl", "-cy", "-f", "-d", "statapp"]
+        args: ["-t", ".copyright.tmpl", "-cy", "-f", "-d", "statapp", "-x", "statapp/_vendor/*.py"]
         pass_filenames: false
+-   repo: local
+    hooks:
+    -   id: pylint
+        name: pylint
+        entry: pylint
+        language: system
+        types: [python]
+        args:
+            [
+              "-rn", # Only display messages
+              "-sn", # Don't display the score
+              "--rcfile=.pylintrc",
+            ]

.pylintrc

@@ -0,0 +1,27 @@
+[MAIN]
+ignored-modules=PySide2
+extension-pkg-whitelist=PySide2
+
+[MASTER]
+init-hook="import sys; sys.path.append('./statapp')"
+ignore-patterns=ui_.+\.py
+
+[BASIC]
+attr-rgx=^_?[a-z][a-zA-Z0-9]+$|^_?[a-z0-9]+$|^_?[a-z0-9]+(_[a-z0-9]+)*$             # camelCase, lowercase, snake_case
+class-attribute-rgx=^_?[a-z][a-zA-Z0-9]+$|^_?[a-z0-9]+$|^_?[a-z0-9]+(_[a-z0-9]+)*$  # camelCase, lowercase
+variable-rgx=^_?[a-z][a-zA-Z0-9]+$|^_?[a-z0-9]+$                                    # camelCase, lowercase
+argument-rgx=^_?[a-z][a-zA-Z0-9]+$|^_?[a-z0-9]+$                                    # camelCase, lowercase
+function-rgx=^_?[a-z][a-zA-Z0-9]+$                                                  # camelCase
+method-rgx=^_?[a-z][a-zA-Z0-9]+$|^_?on_[a-z][a-zA-Z]+_[a-z][a-zA-Z]+|^__init__$     # camelCase, on_camelCaseWidget_camelCaseSignal and __init__
+
+[SIMILARITIES]
+min-similarity-lines=8
+
+[MESSAGES CONTROL]
+disable=
+    unused-argument,
+    fixme,
+    missing-docstring,
+    too-many-public-methods,
+    too-few-public-methods,
+    too-many-arguments

CHANGELOG.md

@@ -1,5 +1,65 @@
 # Changelog
 
+## [0.10.0](https://github.com/shizand/statapp/compare/v0.9.0...v0.10.0) (2024-01-08)
+
+
+### Новые функции
+
+* добавлен график ([#94](https://github.com/shizand/statapp/issues/94)) ([bb1b2f1](https://github.com/shizand/statapp/commit/bb1b2f1ec5b988bcb8ddd7500b95fe9e35c826f5)), closes [#86](https://github.com/shizand/statapp/issues/86)
+
+## [0.9.0](https://github.com/shizand/statapp/compare/v0.8.0...v0.9.0) (2024-01-02)
+
+
+### Новые функции
+
+* добавлен "Прогноз" ([#92](https://github.com/shizand/statapp/issues/92)) ([8ea3cff](https://github.com/shizand/statapp/commit/8ea3cffa7e0d920141c8eda71952ff02d2c02905)), closes [#85](https://github.com/shizand/statapp/issues/85)
+
+## [0.8.0](https://github.com/shizand/statapp/compare/v0.7.0...v0.8.0) (2023-12-31)
+
+
+### Новые функции
+
+* добавлены преобразования ([#90](https://github.com/shizand/statapp/issues/90)) ([f70be43](https://github.com/shizand/statapp/commit/f70be431cfb4ecda5c3e706f4ca95171bbe779b3))
+
+## [0.7.0](https://github.com/shizand/statapp/compare/v0.6.0...v0.7.0) (2023-12-01)
+
+
+### Новые функции
+
+* добавлена возможность ввода чисел до 5 знаков ([#87](https://github.com/shizand/statapp/issues/87)) ([dc7c487](https://github.com/shizand/statapp/commit/dc7c4875d7e15ad8c9ae5fa16b4b589d156632dd)), closes [#82](https://github.com/shizand/statapp/issues/82)
+* Добавлены новые характеристики ([#89](https://github.com/shizand/statapp/issues/89)) ([b12db5a](https://github.com/shizand/statapp/commit/b12db5a3003802830784e26a14097ee9d68a0e64)), closes [#84](https://github.com/shizand/statapp/issues/84)
+
+## [0.6.0](https://github.com/shizand/statapp/compare/v0.5.0...v0.6.0) (2023-10-20)
+
+
+### Новые функции
+
+* добавлен "Квадратичный полином" ([#81](https://github.com/shizand/statapp/issues/81)) ([9033770](https://github.com/shizand/statapp/commit/9033770406a6163bee794be80da9d5eebf0fcb87))
+
+
+### Исправления
+
+* исправлен формат сохранения файлов ([#79](https://github.com/shizand/statapp/issues/79)) ([044d2b6](https://github.com/shizand/statapp/commit/044d2b61cf068065a0fa0f33c8b0be94753eb84b))
+
+## [0.5.0](https://github.com/shizand/statapp/compare/v0.4.2...v0.5.0) (2023-10-06)
+
+
+### Новые функции
+
+* добавлен "Линейный полином" ([#74](https://github.com/shizand/statapp/issues/74)) ([232de9f](https://github.com/shizand/statapp/commit/232de9f145862a1a1e493478ba5fe8a6e4866e5a))
+
+
+### Исправления
+
+* добавлены переводы для QMessageBox ([#73](https://github.com/shizand/statapp/issues/73)) ([e653c3d](https://github.com/shizand/statapp/commit/e653c3df29355e84f5845d428d2265b902f5abeb))
+
+## [0.4.2](https://github.com/shizand/statapp/compare/v0.4.1...v0.4.2) (2023-10-03)
+
+
+### Исправления
+
+* добавлены иконки во все окна ([#67](https://github.com/shizand/statapp/issues/67)) ([9310a5e](https://github.com/shizand/statapp/commit/9310a5e6226bfaff4a7fe4fb9395d5cd1553fee9))
+
 ## [0.4.1](https://github.com/shizand/statapp/compare/v0.4.0...v0.4.1) (2023-10-03)
 
 

README.md

@@ -0,0 +1,60 @@
+# Statapp
+
+![Release info](https://img.shields.io/github/v/release/shizand/statapp)
+![Python version](https://img.shields.io/badge/python-3.8-blue.svg)
+[![Codacy Badge](https://app.codacy.com/project/badge/Grade/c4e370d74a8a4575b79afa8b9b74d130)](https://app.codacy.com/gh/shizand/statapp/dashboard?utm_source=gh&utm_medium=referral&utm_content=&utm_campaign=Badge_grade)
+![License info](https://img.shields.io/github/license/shizand/statapp)
+
+Автоматизированное программное средство по статистическому анализу и регрессионному моделированию. Является идейным продолжателем программы STAT.exe (Produced by Reutov V.N., Donetsk University, 1990).
+
+Разработано двумя студентами ФГБОУ ВО «ДонНТУ» для своего университета.
+
+## Поддерживаемые ОС и архитектуры
+
+В теории, должно работать на любой архитектуре и ОС, где запускается Python 3.8 и есть Qt 5.
+
+Работоспособность проверена на x64:
+
+* на Windows 7, 10;
+* на ALT Linux 10.2.
+
+## Установка
+
+Программа распространяется с помощью [PyInstaller](https://pyinstaller.org/en/stable/). 
+
+Существует две версиии: **statapp** и **statapp-onefile**. 
+
+Различия в том, что onefile версия поставляется одним единственным бинарным файлом. На Windows системах с включенным антивирусом это может вызывать [некоторые проблемы](https://qna.habr.com/q/988553).
+
+### Готовые двоичные файлы
+
+[Скачайте архив](https://github.com/shizand/statapp/releases) под вашу платформу и распакуйте в любом месте.
+
+### Сборка из исходников
+
+В этом проекте используется [poetry](https://python-poetry.org/).
+
+```bash
+poetry install
+pyinstaller statapp.spec # или pyinstaller statapp.spec -- --one-file
+```
+
+## Использование
+
+<!-- TODO -->
+
+## Чем я могу помочь проекту?
+
+* [Сообщить об ошибке](https://github.com/shizand/statapp/issues/new?labels=%D0%B1%D0%B0%D0%B3)
+
+## Исходный код
+
+Исходный код доступен на [GitHub](https://github.com/shizand/statapp).
+Также есть зеркала:
+
+* [GitFic](https://gitflic.ru/project/shizand/statapp);
+* [Gitea сервер](https://git.slipenko.com/shizand/statapp).
+
+## Лицензия
+
+[GPL-3.0 © Maxim Slipenko, Eugene Lazurenko.](https://github.com/shizand/statapp/blob/main/LICENSE)

poetry.lock

@@ -11,6 +11,22 @@ files = [
     {file = "altgraph-0.17.4.tar.gz", hash = "sha256:1b5afbb98f6c4dcadb2e2ae6ab9fa994bbb8c1d75f4fa96d340f9437ae454406"},
 ]
 
+[[package]]
+name = "astroid"
+version = "2.15.8"
+description = "An abstract syntax tree for Python with inference support."
+optional = false
+python-versions = ">=3.7.2"
+files = [
+    {file = "astroid-2.15.8-py3-none-any.whl", hash = "sha256:1aa149fc5c6589e3d0ece885b4491acd80af4f087baafa3fb5203b113e68cd3c"},
+    {file = "astroid-2.15.8.tar.gz", hash = "sha256:6c107453dffee9055899705de3c9ead36e74119cee151e5a9aaf7f0b0e020a6a"},
+]
+
+[package.dependencies]
+lazy-object-proxy = ">=1.4.0"
+typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
+wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "cfgv"
 version = "3.4.0"
@@ -22,6 +38,117 @@ files = [
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
 ]
 
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
+
+[[package]]
+name = "contourpy"
+version = "1.1.1"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "contourpy-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:46e24f5412c948d81736509377e255f6040e94216bf1a9b5ea1eaa9d29f6ec1b"},
+    {file = "contourpy-1.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e48694d6a9c5a26ee85b10130c77a011a4fedf50a7279fa0bdaf44bafb4299d"},
+    {file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a66045af6cf00e19d02191ab578a50cb93b2028c3eefed999793698e9ea768ae"},
+    {file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4ebf42695f75ee1a952f98ce9775c873e4971732a87334b099dde90b6af6a916"},
+    {file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f6aec19457617ef468ff091669cca01fa7ea557b12b59a7908b9474bb9674cf0"},
+    {file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:462c59914dc6d81e0b11f37e560b8a7c2dbab6aca4f38be31519d442d6cde1a1"},
+    {file = "contourpy-1.1.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:6d0a8efc258659edc5299f9ef32d8d81de8b53b45d67bf4bfa3067f31366764d"},
+    {file = "contourpy-1.1.1-cp310-cp310-win32.whl", hash = "sha256:d6ab42f223e58b7dac1bb0af32194a7b9311065583cc75ff59dcf301afd8a431"},
+    {file = "contourpy-1.1.1-cp310-cp310-win_amd64.whl", hash = "sha256:549174b0713d49871c6dee90a4b499d3f12f5e5f69641cd23c50a4542e2ca1eb"},
+    {file = "contourpy-1.1.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:407d864db716a067cc696d61fa1ef6637fedf03606e8417fe2aeed20a061e6b2"},
+    {file = "contourpy-1.1.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:dfe80c017973e6a4c367e037cb31601044dd55e6bfacd57370674867d15a899b"},
+    {file = "contourpy-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e30aaf2b8a2bac57eb7e1650df1b3a4130e8d0c66fc2f861039d507a11760e1b"},
+    {file = "contourpy-1.1.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3de23ca4f381c3770dee6d10ead6fff524d540c0f662e763ad1530bde5112532"},
+    {file = "contourpy-1.1.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:566f0e41df06dfef2431defcfaa155f0acfa1ca4acbf8fd80895b1e7e2ada40e"},
+    {file = "contourpy-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b04c2f0adaf255bf756cf08ebef1be132d3c7a06fe6f9877d55640c5e60c72c5"},
+    {file = "contourpy-1.1.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d0c188ae66b772d9d61d43c6030500344c13e3f73a00d1dc241da896f379bb62"},
+    {file = "contourpy-1.1.1-cp311-cp311-win32.whl", hash = "sha256:0683e1ae20dc038075d92e0e0148f09ffcefab120e57f6b4c9c0f477ec171f33"},
+    {file = "contourpy-1.1.1-cp311-cp311-win_amd64.whl", hash = "sha256:8636cd2fc5da0fb102a2504fa2c4bea3cbc149533b345d72cdf0e7a924decc45"},
+    {file = "contourpy-1.1.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:560f1d68a33e89c62da5da4077ba98137a5e4d3a271b29f2f195d0fba2adcb6a"},
+    {file = "contourpy-1.1.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:24216552104ae8f3b34120ef84825400b16eb6133af2e27a190fdc13529f023e"},
+    {file = "contourpy-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:56de98a2fb23025882a18b60c7f0ea2d2d70bbbcfcf878f9067234b1c4818442"},
+    {file = "contourpy-1.1.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:07d6f11dfaf80a84c97f1a5ba50d129d9303c5b4206f776e94037332e298dda8"},
+    {file = "contourpy-1.1.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f1eaac5257a8f8a047248d60e8f9315c6cff58f7803971170d952555ef6344a7"},
+    {file = "contourpy-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:19557fa407e70f20bfaba7d55b4d97b14f9480856c4fb65812e8a05fe1c6f9bf"},
+    {file = "contourpy-1.1.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:081f3c0880712e40effc5f4c3b08feca6d064cb8cfbb372ca548105b86fd6c3d"},
+    {file = "contourpy-1.1.1-cp312-cp312-win32.whl", hash = "sha256:059c3d2a94b930f4dafe8105bcdc1b21de99b30b51b5bce74c753686de858cb6"},
+    {file = "contourpy-1.1.1-cp312-cp312-win_amd64.whl", hash = "sha256:f44d78b61740e4e8c71db1cf1fd56d9050a4747681c59ec1094750a658ceb970"},
+    {file = "contourpy-1.1.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:70e5a10f8093d228bb2b552beeb318b8928b8a94763ef03b858ef3612b29395d"},
+    {file = "contourpy-1.1.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8394e652925a18ef0091115e3cc191fef350ab6dc3cc417f06da66bf98071ae9"},
+    {file = "contourpy-1.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c5bd5680f844c3ff0008523a71949a3ff5e4953eb7701b28760805bc9bcff217"},
+    {file = "contourpy-1.1.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:66544f853bfa85c0d07a68f6c648b2ec81dafd30f272565c37ab47a33b220684"},
+    {file = "contourpy-1.1.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e0c02b75acfea5cab07585d25069207e478d12309557f90a61b5a3b4f77f46ce"},
+    {file = "contourpy-1.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:41339b24471c58dc1499e56783fedc1afa4bb018bcd035cfb0ee2ad2a7501ef8"},
+    {file = "contourpy-1.1.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:f29fb0b3f1217dfe9362ec55440d0743fe868497359f2cf93293f4b2701b8251"},
+    {file = "contourpy-1.1.1-cp38-cp38-win32.whl", hash = "sha256:f9dc7f933975367251c1b34da882c4f0e0b2e24bb35dc906d2f598a40b72bfc7"},
+    {file = "contourpy-1.1.1-cp38-cp38-win_amd64.whl", hash = "sha256:498e53573e8b94b1caeb9e62d7c2d053c263ebb6aa259c81050766beb50ff8d9"},
+    {file = "contourpy-1.1.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:ba42e3810999a0ddd0439e6e5dbf6d034055cdc72b7c5c839f37a7c274cb4eba"},
+    {file = "contourpy-1.1.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:6c06e4c6e234fcc65435223c7b2a90f286b7f1b2733058bdf1345d218cc59e34"},
+    {file = "contourpy-1.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ca6fab080484e419528e98624fb5c4282148b847e3602dc8dbe0cb0669469887"},
+    {file = "contourpy-1.1.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:93df44ab351119d14cd1e6b52a5063d3336f0754b72736cc63db59307dabb718"},
+    {file = "contourpy-1.1.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:eafbef886566dc1047d7b3d4b14db0d5b7deb99638d8e1be4e23a7c7ac59ff0f"},
+    {file = "contourpy-1.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:efe0fab26d598e1ec07d72cf03eaeeba8e42b4ecf6b9ccb5a356fde60ff08b85"},
+    {file = "contourpy-1.1.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:f08e469821a5e4751c97fcd34bcb586bc243c39c2e39321822060ba902eac49e"},
+    {file = "contourpy-1.1.1-cp39-cp39-win32.whl", hash = "sha256:bfc8a5e9238232a45ebc5cb3bfee71f1167064c8d382cadd6076f0d51cff1da0"},
+    {file = "contourpy-1.1.1-cp39-cp39-win_amd64.whl", hash = "sha256:c84fdf3da00c2827d634de4fcf17e3e067490c4aea82833625c4c8e6cdea0887"},
+    {file = "contourpy-1.1.1-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:229a25f68046c5cf8067d6d6351c8b99e40da11b04d8416bf8d2b1d75922521e"},
+    {file = "contourpy-1.1.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a10dab5ea1bd4401c9483450b5b0ba5416be799bbd50fc7a6cc5e2a15e03e8a3"},
+    {file = "contourpy-1.1.1-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:4f9147051cb8fdb29a51dc2482d792b3b23e50f8f57e3720ca2e3d438b7adf23"},
+    {file = "contourpy-1.1.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:a75cc163a5f4531a256f2c523bd80db509a49fc23721b36dd1ef2f60ff41c3cb"},
+    {file = "contourpy-1.1.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3b53d5769aa1f2d4ea407c65f2d1d08002952fac1d9e9d307aa2e1023554a163"},
+    {file = "contourpy-1.1.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:11b836b7dbfb74e049c302bbf74b4b8f6cb9d0b6ca1bf86cfa8ba144aedadd9c"},
+    {file = "contourpy-1.1.1.tar.gz", hash = "sha256:96ba37c2e24b7212a77da85004c38e7c4d155d3e72a45eeaf22c1f03f607e8ab"},
+]
+
+[package.dependencies]
+numpy = {version = ">=1.16,<2.0", markers = "python_version <= \"3.11\""}
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.4.1)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
+
+[[package]]
+name = "cycler"
+version = "0.12.1"
+description = "Composable style cycles"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
+    {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
+]
+
+[package.extras]
+docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
+[[package]]
+name = "dill"
+version = "0.3.7"
+description = "serialize all of Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "dill-0.3.7-py3-none-any.whl", hash = "sha256:76b122c08ef4ce2eedcd4d1abd8e641114bfc6c2867f49f3c41facf65bf19f5e"},
+    {file = "dill-0.3.7.tar.gz", hash = "sha256:cc1c8b182eb3013e24bd475ff2e9295af86c1a38eb1aff128dac8962a9ce3c03"},
+]
+
+[package.extras]
+graph = ["objgraph (>=1.7.2)"]
+
 [[package]]
 name = "distlib"
 version = "0.3.7"
@@ -49,15 +176,80 @@ docs = ["furo (>=2023.7.26)", "sphinx (>=7.1.2)", "sphinx-autodoc-typehints (>=1
 testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-timeout (>=2.1)"]
 typing = ["typing-extensions (>=4.7.1)"]
 
+[[package]]
+name = "fonttools"
+version = "4.43.1"
+description = "Tools to manipulate font files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fonttools-4.43.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:bf11e2cca121df35e295bd34b309046c29476ee739753bc6bc9d5050de319273"},
+    {file = "fonttools-4.43.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:10b3922875ffcba636674f406f9ab9a559564fdbaa253d66222019d569db869c"},
+    {file = "fonttools-4.43.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f727c3e3d08fd25352ed76cc3cb61486f8ed3f46109edf39e5a60fc9fecf6ca"},
+    {file = "fonttools-4.43.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad0b3f6342cfa14be996971ea2b28b125ad681c6277c4cd0fbdb50340220dfb6"},
+    {file = "fonttools-4.43.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:3b7ad05b2beeebafb86aa01982e9768d61c2232f16470f9d0d8e385798e37184"},
+    {file = "fonttools-4.43.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:4c54466f642d2116686268c3e5f35ebb10e49b0d48d41a847f0e171c785f7ac7"},
+    {file = "fonttools-4.43.1-cp310-cp310-win32.whl", hash = "sha256:1e09da7e8519e336239fbd375156488a4c4945f11c4c5792ee086dd84f784d02"},
+    {file = "fonttools-4.43.1-cp310-cp310-win_amd64.whl", hash = "sha256:1cf9e974f63b1080b1d2686180fc1fbfd3bfcfa3e1128695b5de337eb9075cef"},
+    {file = "fonttools-4.43.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:5db46659cfe4e321158de74c6f71617e65dc92e54980086823a207f1c1c0e24b"},
+    {file = "fonttools-4.43.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1952c89a45caceedf2ab2506d9a95756e12b235c7182a7a0fff4f5e52227204f"},
+    {file = "fonttools-4.43.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9c36da88422e0270fbc7fd959dc9749d31a958506c1d000e16703c2fce43e3d0"},
+    {file = "fonttools-4.43.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7bbbf8174501285049e64d174e29f9578495e1b3b16c07c31910d55ad57683d8"},
+    {file = "fonttools-4.43.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:d4071bd1c183b8d0b368cc9ed3c07a0f6eb1bdfc4941c4c024c49a35429ac7cd"},
+    {file = "fonttools-4.43.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d21099b411e2006d3c3e1f9aaf339e12037dbf7bf9337faf0e93ec915991f43b"},
+    {file = "fonttools-4.43.1-cp311-cp311-win32.whl", hash = "sha256:b84a1c00f832feb9d0585ca8432fba104c819e42ff685fcce83537e2e7e91204"},
+    {file = "fonttools-4.43.1-cp311-cp311-win_amd64.whl", hash = "sha256:9a2f0aa6ca7c9bc1058a9d0b35483d4216e0c1bbe3962bc62ce112749954c7b8"},
+    {file = "fonttools-4.43.1-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:4d9740e3783c748521e77d3c397dc0662062c88fd93600a3c2087d3d627cd5e5"},
+    {file = "fonttools-4.43.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:884ef38a5a2fd47b0c1291647b15f4e88b9de5338ffa24ee52c77d52b4dfd09c"},
+    {file = "fonttools-4.43.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9648518ef687ba818db3fcc5d9aae27a369253ac09a81ed25c3867e8657a0680"},
+    {file = "fonttools-4.43.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95e974d70238fc2be5f444fa91f6347191d0e914d5d8ae002c9aa189572cc215"},
+    {file = "fonttools-4.43.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:34f713dad41aa21c637b4e04fe507c36b986a40f7179dcc86402237e2d39dcd3"},
+    {file = "fonttools-4.43.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:360201d46165fc0753229afe785900bc9596ee6974833124f4e5e9f98d0f592b"},
+    {file = "fonttools-4.43.1-cp312-cp312-win32.whl", hash = "sha256:bb6d2f8ef81ea076877d76acfb6f9534a9c5f31dc94ba70ad001267ac3a8e56f"},
+    {file = "fonttools-4.43.1-cp312-cp312-win_amd64.whl", hash = "sha256:25d3da8a01442cbc1106490eddb6d31d7dffb38c1edbfabbcc8db371b3386d72"},
+    {file = "fonttools-4.43.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:8da417431bfc9885a505e86ba706f03f598c85f5a9c54f67d63e84b9948ce590"},
+    {file = "fonttools-4.43.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:51669b60ee2a4ad6c7fc17539a43ffffc8ef69fd5dbed186a38a79c0ac1f5db7"},
+    {file = "fonttools-4.43.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:748015d6f28f704e7d95cd3c808b483c5fb87fd3eefe172a9da54746ad56bfb6"},
+    {file = "fonttools-4.43.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f7a58eb5e736d7cf198eee94844b81c9573102ae5989ebcaa1d1a37acd04b33d"},
+    {file = "fonttools-4.43.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:6bb5ea9076e0e39defa2c325fc086593ae582088e91c0746bee7a5a197be3da0"},
+    {file = "fonttools-4.43.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:5f37e31291bf99a63328668bb83b0669f2688f329c4c0d80643acee6e63cd933"},
+    {file = "fonttools-4.43.1-cp38-cp38-win32.whl", hash = "sha256:9c60ecfa62839f7184f741d0509b5c039d391c3aff71dc5bc57b87cc305cff3b"},
+    {file = "fonttools-4.43.1-cp38-cp38-win_amd64.whl", hash = "sha256:fe9b1ec799b6086460a7480e0f55c447b1aca0a4eecc53e444f639e967348896"},
+    {file = "fonttools-4.43.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:13a9a185259ed144def3682f74fdcf6596f2294e56fe62dfd2be736674500dba"},
+    {file = "fonttools-4.43.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b2adca1b46d69dce4a37eecc096fe01a65d81a2f5c13b25ad54d5430ae430b13"},
+    {file = "fonttools-4.43.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:18eefac1b247049a3a44bcd6e8c8fd8b97f3cad6f728173b5d81dced12d6c477"},
+    {file = "fonttools-4.43.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2062542a7565091cea4cc14dd99feff473268b5b8afdee564f7067dd9fff5860"},
+    {file = "fonttools-4.43.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:18a2477c62a728f4d6e88c45ee9ee0229405e7267d7d79ce1f5ce0f3e9f8ab86"},
+    {file = "fonttools-4.43.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a7a06f8d95b7496e53af80d974d63516ffb263a468e614978f3899a6df52d4b3"},
+    {file = "fonttools-4.43.1-cp39-cp39-win32.whl", hash = "sha256:10003ebd81fec0192c889e63a9c8c63f88c7d72ae0460b7ba0cd2a1db246e5ad"},
+    {file = "fonttools-4.43.1-cp39-cp39-win_amd64.whl", hash = "sha256:e117a92b07407a061cde48158c03587ab97e74e7d73cb65e6aadb17af191162a"},
+    {file = "fonttools-4.43.1-py3-none-any.whl", hash = "sha256:4f88cae635bfe4bbbdc29d479a297bb525a94889184bb69fa9560c2d4834ddb9"},
+    {file = "fonttools-4.43.1.tar.gz", hash = "sha256:17dbc2eeafb38d5d0e865dcce16e313c58265a6d2d20081c435f84dc5a9d8212"},
+]
+
+[package.extras]
+all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.0.0)", "xattr", "zopfli (>=0.1.4)"]
+graphite = ["lz4 (>=1.7.4.2)"]
+interpolatable = ["munkres", "scipy"]
+lxml = ["lxml (>=4.0,<5)"]
+pathops = ["skia-pathops (>=0.5.0)"]
+plot = ["matplotlib"]
+repacker = ["uharfbuzz (>=0.23.0)"]
+symfont = ["sympy"]
+type1 = ["xattr"]
+ufo = ["fs (>=2.2.0,<3)"]
+unicode = ["unicodedata2 (>=15.0.0)"]
+woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
+
 [[package]]
 name = "identify"
-version = "2.5.29"
+version = "2.5.30"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.29-py2.py3-none-any.whl", hash = "sha256:24437fbf6f4d3fe6efd0eb9d67e24dd9106db99af5ceb27996a5f7895f24bf1b"},
+    {file = "identify-2.5.30-py2.py3-none-any.whl", hash = "sha256:afe67f26ae29bab007ec21b03d4114f41316ab9dd15aa8736a167481e108da54"},
-    {file = "identify-2.5.29.tar.gz", hash = "sha256:d43d52b86b15918c137e3a74fff5224f60385cd0e9c38e99d07c257f02f151a5"},
+    {file = "identify-2.5.30.tar.gz", hash = "sha256:f302a4256a15c849b91cfcdcec052a8ce914634b2f77ae87dad29cd749f2d88d"},
 ]
 
 [package.extras]
@@ -82,6 +274,199 @@ docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker
 perf = ["ipython"]
 testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
+[[package]]
+name = "importlib-resources"
+version = "6.1.0"
+description = "Read resources from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "importlib_resources-6.1.0-py3-none-any.whl", hash = "sha256:aa50258bbfa56d4e33fbd8aa3ef48ded10d1735f11532b8df95388cc6bdb7e83"},
+    {file = "importlib_resources-6.1.0.tar.gz", hash = "sha256:9d48dcccc213325e810fd723e7fbb45ccb39f6cf5c31f00cf2b965f5f10f3cb9"},
+]
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
+
+[[package]]
+name = "isort"
+version = "5.12.0"
+description = "A Python utility / library to sort Python imports."
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "isort-5.12.0-py3-none-any.whl", hash = "sha256:f84c2818376e66cf843d497486ea8fed8700b340f308f076c6fb1229dff318b6"},
+    {file = "isort-5.12.0.tar.gz", hash = "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504"},
+]
+
+[package.extras]
+colors = ["colorama (>=0.4.3)"]
+pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
+plugins = ["setuptools"]
+requirements-deprecated-finder = ["pip-api", "pipreqs"]
+
+[[package]]
+name = "kiwisolver"
+version = "1.4.5"
+description = "A fast implementation of the Cassowary constraint solver"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "kiwisolver-1.4.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:05703cf211d585109fcd72207a31bb170a0f22144d68298dc5e61b3c946518af"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:146d14bebb7f1dc4d5fbf74f8a6cb15ac42baadee8912eb84ac0b3b2a3dc6ac3"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6ef7afcd2d281494c0a9101d5c571970708ad911d028137cd558f02b851c08b4"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:9eaa8b117dc8337728e834b9c6e2611f10c79e38f65157c4c38e9400286f5cb1"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:ec20916e7b4cbfb1f12380e46486ec4bcbaa91a9c448b97023fde0d5bbf9e4ff"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:39b42c68602539407884cf70d6a480a469b93b81b7701378ba5e2328660c847a"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aa12042de0171fad672b6c59df69106d20d5596e4f87b5e8f76df757a7c399aa"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2a40773c71d7ccdd3798f6489aaac9eee213d566850a9533f8d26332d626b82c"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:19df6e621f6d8b4b9c4d45f40a66839294ff2bb235e64d2178f7522d9170ac5b"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:83d78376d0d4fd884e2c114d0621624b73d2aba4e2788182d286309ebdeed770"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:e391b1f0a8a5a10ab3b9bb6afcfd74f2175f24f8975fb87ecae700d1503cdee0"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:852542f9481f4a62dbb5dd99e8ab7aedfeb8fb6342349a181d4036877410f525"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:59edc41b24031bc25108e210c0def6f6c2191210492a972d585a06ff246bb79b"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-win32.whl", hash = "sha256:a6aa6315319a052b4ee378aa171959c898a6183f15c1e541821c5c59beaa0238"},
+    {file = "kiwisolver-1.4.5-cp310-cp310-win_amd64.whl", hash = "sha256:d0ef46024e6a3d79c01ff13801cb19d0cad7fd859b15037aec74315540acc276"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:11863aa14a51fd6ec28688d76f1735f8f69ab1fabf388851a595d0721af042f5"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8ab3919a9997ab7ef2fbbed0cc99bb28d3c13e6d4b1ad36e97e482558a91be90"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:fcc700eadbbccbf6bc1bcb9dbe0786b4b1cb91ca0dcda336eef5c2beed37b797"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dfdd7c0b105af050eb3d64997809dc21da247cf44e63dc73ff0fd20b96be55a9"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76c6a5964640638cdeaa0c359382e5703e9293030fe730018ca06bc2010c4437"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bbea0db94288e29afcc4c28afbf3a7ccaf2d7e027489c449cf7e8f83c6346eb9"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ceec1a6bc6cab1d6ff5d06592a91a692f90ec7505d6463a88a52cc0eb58545da"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:040c1aebeda72197ef477a906782b5ab0d387642e93bda547336b8957c61022e"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:f91de7223d4c7b793867797bacd1ee53bfe7359bd70d27b7b58a04efbb9436c8"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:faae4860798c31530dd184046a900e652c95513796ef51a12bc086710c2eec4d"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:b0157420efcb803e71d1b28e2c287518b8808b7cf1ab8af36718fd0a2c453eb0"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:06f54715b7737c2fecdbf140d1afb11a33d59508a47bf11bb38ecf21dc9ab79f"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:fdb7adb641a0d13bdcd4ef48e062363d8a9ad4a182ac7647ec88f695e719ae9f"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-win32.whl", hash = "sha256:bb86433b1cfe686da83ce32a9d3a8dd308e85c76b60896d58f082136f10bffac"},
+    {file = "kiwisolver-1.4.5-cp311-cp311-win_amd64.whl", hash = "sha256:6c08e1312a9cf1074d17b17728d3dfce2a5125b2d791527f33ffbe805200a355"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:32d5cf40c4f7c7b3ca500f8985eb3fb3a7dfc023215e876f207956b5ea26632a"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:f846c260f483d1fd217fe5ed7c173fb109efa6b1fc8381c8b7552c5781756192"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5ff5cf3571589b6d13bfbfd6bcd7a3f659e42f96b5fd1c4830c4cf21d4f5ef45"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7269d9e5f1084a653d575c7ec012ff57f0c042258bf5db0954bf551c158466e7"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:da802a19d6e15dffe4b0c24b38b3af68e6c1a68e6e1d8f30148c83864f3881db"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3aba7311af82e335dd1e36ffff68aaca609ca6290c2cb6d821a39aa075d8e3ff"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:763773d53f07244148ccac5b084da5adb90bfaee39c197554f01b286cf869228"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2270953c0d8cdab5d422bee7d2007f043473f9d2999631c86a223c9db56cbd16"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:d099e745a512f7e3bbe7249ca835f4d357c586d78d79ae8f1dcd4d8adeb9bda9"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:74db36e14a7d1ce0986fa104f7d5637aea5c82ca6326ed0ec5694280942d1162"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:7e5bab140c309cb3a6ce373a9e71eb7e4873c70c2dda01df6820474f9889d6d4"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:0f114aa76dc1b8f636d077979c0ac22e7cd8f3493abbab152f20eb8d3cda71f3"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:88a2df29d4724b9237fc0c6eaf2a1adae0cdc0b3e9f4d8e7dc54b16812d2d81a"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-win32.whl", hash = "sha256:72d40b33e834371fd330fb1472ca19d9b8327acb79a5821d4008391db8e29f20"},
+    {file = "kiwisolver-1.4.5-cp312-cp312-win_amd64.whl", hash = "sha256:2c5674c4e74d939b9d91dda0fae10597ac7521768fec9e399c70a1f27e2ea2d9"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:3a2b053a0ab7a3960c98725cfb0bf5b48ba82f64ec95fe06f1d06c99b552e130"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3cd32d6c13807e5c66a7cbb79f90b553642f296ae4518a60d8d76243b0ad2898"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:59ec7b7c7e1a61061850d53aaf8e93db63dce0c936db1fda2658b70e4a1be709"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:da4cfb373035def307905d05041c1d06d8936452fe89d464743ae7fb8371078b"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2400873bccc260b6ae184b2b8a4fec0e4082d30648eadb7c3d9a13405d861e89"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:1b04139c4236a0f3aff534479b58f6f849a8b351e1314826c2d230849ed48985"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:4e66e81a5779b65ac21764c295087de82235597a2293d18d943f8e9e32746265"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:7931d8f1f67c4be9ba1dd9c451fb0eeca1a25b89e4d3f89e828fe12a519b782a"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:b3f7e75f3015df442238cca659f8baa5f42ce2a8582727981cbfa15fee0ee205"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:bbf1d63eef84b2e8c89011b7f2235b1e0bf7dacc11cac9431fc6468e99ac77fb"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:4c380469bd3f970ef677bf2bcba2b6b0b4d5c75e7a020fb863ef75084efad66f"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-win32.whl", hash = "sha256:9408acf3270c4b6baad483865191e3e582b638b1654a007c62e3efe96f09a9a3"},
+    {file = "kiwisolver-1.4.5-cp37-cp37m-win_amd64.whl", hash = "sha256:5b94529f9b2591b7af5f3e0e730a4e0a41ea174af35a4fd067775f9bdfeee01a"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:11c7de8f692fc99816e8ac50d1d1aef4f75126eefc33ac79aac02c099fd3db71"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:53abb58632235cd154176ced1ae8f0d29a6657aa1aa9decf50b899b755bc2b93"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:88b9f257ca61b838b6f8094a62418421f87ac2a1069f7e896c36a7d86b5d4c29"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3195782b26fc03aa9c6913d5bad5aeb864bdc372924c093b0f1cebad603dd712"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fc579bf0f502e54926519451b920e875f433aceb4624a3646b3252b5caa9e0b6"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5a580c91d686376f0f7c295357595c5a026e6cbc3d77b7c36e290201e7c11ecb"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:cfe6ab8da05c01ba6fbea630377b5da2cd9bcbc6338510116b01c1bc939a2c18"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:d2e5a98f0ec99beb3c10e13b387f8db39106d53993f498b295f0c914328b1333"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:a51a263952b1429e429ff236d2f5a21c5125437861baeed77f5e1cc2d2c7c6da"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:3edd2fa14e68c9be82c5b16689e8d63d89fe927e56debd6e1dbce7a26a17f81b"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:74d1b44c6cfc897df648cc9fdaa09bc3e7679926e6f96df05775d4fb3946571c"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:76d9289ed3f7501012e05abb8358bbb129149dbd173f1f57a1bf1c22d19ab7cc"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:92dea1ffe3714fa8eb6a314d2b3c773208d865a0e0d35e713ec54eea08a66250"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-win32.whl", hash = "sha256:5c90ae8c8d32e472be041e76f9d2f2dbff4d0b0be8bd4041770eddb18cf49a4e"},
+    {file = "kiwisolver-1.4.5-cp38-cp38-win_amd64.whl", hash = "sha256:c7940c1dc63eb37a67721b10d703247552416f719c4188c54e04334321351ced"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:9407b6a5f0d675e8a827ad8742e1d6b49d9c1a1da5d952a67d50ef5f4170b18d"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:15568384086b6df3c65353820a4473575dbad192e35010f622c6ce3eebd57af9"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:0dc9db8e79f0036e8173c466d21ef18e1befc02de8bf8aa8dc0813a6dc8a7046"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:cdc8a402aaee9a798b50d8b827d7ecf75edc5fb35ea0f91f213ff927c15f4ff0"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:6c3bd3cde54cafb87d74d8db50b909705c62b17c2099b8f2e25b461882e544ff"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:955e8513d07a283056b1396e9a57ceddbd272d9252c14f154d450d227606eb54"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:346f5343b9e3f00b8db8ba359350eb124b98c99efd0b408728ac6ebf38173958"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b9098e0049e88c6a24ff64545cdfc50807818ba6c1b739cae221bbbcbc58aad3"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:00bd361b903dc4bbf4eb165f24d1acbee754fce22ded24c3d56eec268658a5cf"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:7b8b454bac16428b22560d0a1cf0a09875339cab69df61d7805bf48919415901"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:f1d072c2eb0ad60d4c183f3fb44ac6f73fb7a8f16a2694a91f988275cbf352f9"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:31a82d498054cac9f6d0b53d02bb85811185bcb477d4b60144f915f3b3126342"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:6512cb89e334e4700febbffaaa52761b65b4f5a3cf33f960213d5656cea36a77"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-win32.whl", hash = "sha256:9db8ea4c388fdb0f780fe91346fd438657ea602d58348753d9fb265ce1bca67f"},
+    {file = "kiwisolver-1.4.5-cp39-cp39-win_amd64.whl", hash = "sha256:59415f46a37f7f2efeec758353dd2eae1b07640d8ca0f0c42548ec4125492635"},
+    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-macosx_10_9_x86_64.whl", hash = "sha256:5c7b3b3a728dc6faf3fc372ef24f21d1e3cee2ac3e9596691d746e5a536de920"},
+    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:620ced262a86244e2be10a676b646f29c34537d0d9cc8eb26c08f53d98013390"},
+    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:378a214a1e3bbf5ac4a8708304318b4f890da88c9e6a07699c4ae7174c09a68d"},
+    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aaf7be1207676ac608a50cd08f102f6742dbfc70e8d60c4db1c6897f62f71523"},
+    {file = "kiwisolver-1.4.5-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:ba55dce0a9b8ff59495ddd050a0225d58bd0983d09f87cfe2b6aec4f2c1234e4"},
+    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:fd32ea360bcbb92d28933fc05ed09bffcb1704ba3fc7942e81db0fd4f81a7892"},
+    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:5e7139af55d1688f8b960ee9ad5adafc4ac17c1c473fe07133ac092310d76544"},
+    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:dced8146011d2bc2e883f9bd68618b8247387f4bbec46d7392b3c3b032640126"},
+    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c9bf3325c47b11b2e51bca0824ea217c7cd84491d8ac4eefd1e409705ef092bd"},
+    {file = "kiwisolver-1.4.5-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:5794cf59533bc3f1b1c821f7206a3617999db9fbefc345360aafe2e067514929"},
+    {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:e368f200bbc2e4f905b8e71eb38b3c04333bddaa6a2464a6355487b02bb7fb09"},
+    {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e5d706eba36b4c4d5bc6c6377bb6568098765e990cfc21ee16d13963fab7b3e7"},
+    {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:85267bd1aa8880a9c88a8cb71e18d3d64d2751a790e6ca6c27b8ccc724bcd5ad"},
+    {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:210ef2c3a1f03272649aff1ef992df2e724748918c4bc2d5a90352849eb40bea"},
+    {file = "kiwisolver-1.4.5-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:11d011a7574eb3b82bcc9c1a1d35c1d7075677fdd15de527d91b46bd35e935ee"},
+    {file = "kiwisolver-1.4.5.tar.gz", hash = "sha256:e57e563a57fb22a142da34f38acc2fc1a5c864bc29ca1517a88abc963e60d6ec"},
+]
+
+[[package]]
+name = "lazy-object-proxy"
+version = "1.9.0"
+description = "A fast and thorough lazy object proxy."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "lazy-object-proxy-1.9.0.tar.gz", hash = "sha256:659fb5809fa4629b8a1ac5106f669cfc7bef26fbb389dda53b3e010d1ac4ebae"},
+    {file = "lazy_object_proxy-1.9.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b40387277b0ed2d0602b8293b94d7257e17d1479e257b4de114ea11a8cb7f2d7"},
+    {file = "lazy_object_proxy-1.9.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8c6cfb338b133fbdbc5cfaa10fe3c6aeea827db80c978dbd13bc9dd8526b7d4"},
+    {file = "lazy_object_proxy-1.9.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:721532711daa7db0d8b779b0bb0318fa87af1c10d7fe5e52ef30f8eff254d0cd"},
+    {file = "lazy_object_proxy-1.9.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:66a3de4a3ec06cd8af3f61b8e1ec67614fbb7c995d02fa224813cb7afefee701"},
+    {file = "lazy_object_proxy-1.9.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:1aa3de4088c89a1b69f8ec0dcc169aa725b0ff017899ac568fe44ddc1396df46"},
+    {file = "lazy_object_proxy-1.9.0-cp310-cp310-win32.whl", hash = "sha256:f0705c376533ed2a9e5e97aacdbfe04cecd71e0aa84c7c0595d02ef93b6e4455"},
+    {file = "lazy_object_proxy-1.9.0-cp310-cp310-win_amd64.whl", hash = "sha256:ea806fd4c37bf7e7ad82537b0757999264d5f70c45468447bb2b91afdbe73a6e"},
+    {file = "lazy_object_proxy-1.9.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:946d27deaff6cf8452ed0dba83ba38839a87f4f7a9732e8f9fd4107b21e6ff07"},
+    {file = "lazy_object_proxy-1.9.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79a31b086e7e68b24b99b23d57723ef7e2c6d81ed21007b6281ebcd1688acb0a"},
+    {file = "lazy_object_proxy-1.9.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f699ac1c768270c9e384e4cbd268d6e67aebcfae6cd623b4d7c3bfde5a35db59"},
+    {file = "lazy_object_proxy-1.9.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:bfb38f9ffb53b942f2b5954e0f610f1e721ccebe9cce9025a38c8ccf4a5183a4"},
+    {file = "lazy_object_proxy-1.9.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:189bbd5d41ae7a498397287c408617fe5c48633e7755287b21d741f7db2706a9"},
+    {file = "lazy_object_proxy-1.9.0-cp311-cp311-win32.whl", hash = "sha256:81fc4d08b062b535d95c9ea70dbe8a335c45c04029878e62d744bdced5141586"},
+    {file = "lazy_object_proxy-1.9.0-cp311-cp311-win_amd64.whl", hash = "sha256:f2457189d8257dd41ae9b434ba33298aec198e30adf2dcdaaa3a28b9994f6adb"},
+    {file = "lazy_object_proxy-1.9.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:d9e25ef10a39e8afe59a5c348a4dbf29b4868ab76269f81ce1674494e2565a6e"},
+    {file = "lazy_object_proxy-1.9.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cbf9b082426036e19c6924a9ce90c740a9861e2bdc27a4834fd0a910742ac1e8"},
+    {file = "lazy_object_proxy-1.9.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9f5fa4a61ce2438267163891961cfd5e32ec97a2c444e5b842d574251ade27d2"},
+    {file = "lazy_object_proxy-1.9.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:8fa02eaab317b1e9e03f69aab1f91e120e7899b392c4fc19807a8278a07a97e8"},
+    {file = "lazy_object_proxy-1.9.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:e7c21c95cae3c05c14aafffe2865bbd5e377cfc1348c4f7751d9dc9a48ca4bda"},
+    {file = "lazy_object_proxy-1.9.0-cp37-cp37m-win32.whl", hash = "sha256:f12ad7126ae0c98d601a7ee504c1122bcef553d1d5e0c3bfa77b16b3968d2734"},
+    {file = "lazy_object_proxy-1.9.0-cp37-cp37m-win_amd64.whl", hash = "sha256:edd20c5a55acb67c7ed471fa2b5fb66cb17f61430b7a6b9c3b4a1e40293b1671"},
+    {file = "lazy_object_proxy-1.9.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2d0daa332786cf3bb49e10dc6a17a52f6a8f9601b4cf5c295a4f85854d61de63"},
+    {file = "lazy_object_proxy-1.9.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9cd077f3d04a58e83d04b20e334f678c2b0ff9879b9375ed107d5d07ff160171"},
+    {file = "lazy_object_proxy-1.9.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:660c94ea760b3ce47d1855a30984c78327500493d396eac4dfd8bd82041b22be"},
+    {file = "lazy_object_proxy-1.9.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:212774e4dfa851e74d393a2370871e174d7ff0ebc980907723bb67d25c8a7c30"},
+    {file = "lazy_object_proxy-1.9.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:f0117049dd1d5635bbff65444496c90e0baa48ea405125c088e93d9cf4525b11"},
+    {file = "lazy_object_proxy-1.9.0-cp38-cp38-win32.whl", hash = "sha256:0a891e4e41b54fd5b8313b96399f8b0e173bbbfc03c7631f01efbe29bb0bcf82"},
+    {file = "lazy_object_proxy-1.9.0-cp38-cp38-win_amd64.whl", hash = "sha256:9990d8e71b9f6488e91ad25f322898c136b008d87bf852ff65391b004da5e17b"},
+    {file = "lazy_object_proxy-1.9.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9e7551208b2aded9c1447453ee366f1c4070602b3d932ace044715d89666899b"},
+    {file = "lazy_object_proxy-1.9.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f83ac4d83ef0ab017683d715ed356e30dd48a93746309c8f3517e1287523ef4"},
+    {file = "lazy_object_proxy-1.9.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7322c3d6f1766d4ef1e51a465f47955f1e8123caee67dd641e67d539a534d006"},
+    {file = "lazy_object_proxy-1.9.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:18b78ec83edbbeb69efdc0e9c1cb41a3b1b1ed11ddd8ded602464c3fc6020494"},
+    {file = "lazy_object_proxy-1.9.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:09763491ce220c0299688940f8dc2c5d05fd1f45af1e42e636b2e8b2303e4382"},
+    {file = "lazy_object_proxy-1.9.0-cp39-cp39-win32.whl", hash = "sha256:9090d8e53235aa280fc9239a86ae3ea8ac58eff66a705fa6aa2ec4968b95c821"},
+    {file = "lazy_object_proxy-1.9.0-cp39-cp39-win_amd64.whl", hash = "sha256:db1c1722726f47e10e0b5fdbf15ac3b8adb58c091d12b3ab713965795036985f"},
+]
+
 [[package]]
 name = "macholib"
 version = "1.16.3"
@@ -96,6 +481,103 @@ files = [
 [package.dependencies]
 altgraph = ">=0.17"
 
+[[package]]
+name = "matplotlib"
+version = "3.7.3"
+description = "Python plotting package"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "matplotlib-3.7.3-cp310-cp310-macosx_10_12_universal2.whl", hash = "sha256:085c33b27561d9c04386789d5aa5eb4a932ddef43cfcdd0e01735f9a6e85ce0c"},
+    {file = "matplotlib-3.7.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:c568e80e1c17f68a727f30f591926751b97b98314d8e59804f54f86ae6fa6a22"},
+    {file = "matplotlib-3.7.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7baf98c5ad59c5c4743ea884bb025cbffa52dacdfdac0da3e6021a285a90377e"},
+    {file = "matplotlib-3.7.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:236024f582e40dac39bca592258888b38ae47a9fed7b8de652d68d3d02d47d2b"},
+    {file = "matplotlib-3.7.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:12b4f6795efea037ce2d41e7c417ad8bd02d5719c6ad4a8450a0708f4a1cfb89"},
+    {file = "matplotlib-3.7.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:78b2136cc6c5415b78977e0e8c608647d597204b05b1d9089ccf513c7d913733"},
+    {file = "matplotlib-3.7.3-cp310-cp310-win32.whl", hash = "sha256:122dcbf9be0086e2a95d9e5e0632dbf3bd5b65eaa68c369363310a6c87753059"},
+    {file = "matplotlib-3.7.3-cp310-cp310-win_amd64.whl", hash = "sha256:4aab27d9e33293389e3c1d7c881d414a72bdfda0fedc3a6bf46c6fa88d9b8015"},
+    {file = "matplotlib-3.7.3-cp311-cp311-macosx_10_12_universal2.whl", hash = "sha256:d5adc743de91e8e0b13df60deb1b1c285b8effea3d66223afceb14b63c9b05de"},
+    {file = "matplotlib-3.7.3-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:55de4cf7cd0071b8ebf203981b53ab64f988a0a1f897a2dff300a1124e8bcd8b"},
+    {file = "matplotlib-3.7.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ac03377fd908aaee2312d0b11735753e907adb6f4d1d102de5e2425249693f6c"},
+    {file = "matplotlib-3.7.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:755bafc10a46918ce9a39980009b54b02dd249594e5adf52f9c56acfddb5d0b7"},
+    {file = "matplotlib-3.7.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1a6094c6f8e8d18db631754df4fe9a34dec3caf074f6869a7db09f18f9b1d6b2"},
+    {file = "matplotlib-3.7.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:272dba2f1b107790ed78ebf5385b8d14b27ad9e90419de340364b49fe549a993"},
+    {file = "matplotlib-3.7.3-cp311-cp311-win32.whl", hash = "sha256:591c123bed1cb4b9996fb60b41a6d89c2ec4943244540776c5f1283fb6960a53"},
+    {file = "matplotlib-3.7.3-cp311-cp311-win_amd64.whl", hash = "sha256:3bf3a178c6504694cee8b88b353df0051583f2f6f8faa146f67115c27c856881"},
+    {file = "matplotlib-3.7.3-cp312-cp312-macosx_10_12_universal2.whl", hash = "sha256:edf54cac8ee3603f3093616b40a931e8c063969756a4d78a86e82c2fea9659f7"},
+    {file = "matplotlib-3.7.3-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:91e36a85ea639a1ba9f91427041eac064b04829945fe331a92617b6cb21d27e5"},
+    {file = "matplotlib-3.7.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:caf5eaaf7c68f8d7df269dfbcaf46f48a70ff482bfcebdcc97519671023f2a7d"},
+    {file = "matplotlib-3.7.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:74bf57f505efea376097e948b7cdd87191a7ce8180616390aef496639edf601f"},
+    {file = "matplotlib-3.7.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ee152a88a0da527840a426535514b6ed8ac4240eb856b1da92cf48124320e346"},
+    {file = "matplotlib-3.7.3-cp312-cp312-win_amd64.whl", hash = "sha256:67a410a9c9e07cbc83581eeea144bbe298870bf0ac0ee2f2e10a015ab7efee19"},
+    {file = "matplotlib-3.7.3-cp38-cp38-macosx_10_12_universal2.whl", hash = "sha256:259999c05285cb993d7f2a419cea547863fa215379eda81f7254c9e932963729"},
+    {file = "matplotlib-3.7.3-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:3f4e7fd5a6157e1d018ce2166ec8e531a481dd4a36f035b5c23edfe05a25419a"},
+    {file = "matplotlib-3.7.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:faa3d12d8811d08d14080a8b7b9caea9a457dc495350166b56df0db4b9909ef5"},
+    {file = "matplotlib-3.7.3-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:336e88900c11441e458da01c8414fc57e04e17f9d3bb94958a76faa2652bcf6b"},
+    {file = "matplotlib-3.7.3-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:12f4c0dd8aa280d796c8772ea8265a14f11a04319baa3a16daa5556065e8baea"},
+    {file = "matplotlib-3.7.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1990955b11e7918d256cf3b956b10997f405b7917a3f1c7d8e69c1d15c7b1930"},
+    {file = "matplotlib-3.7.3-cp38-cp38-win32.whl", hash = "sha256:e78707b751260b42b721507ad7aa60fe4026d7f51c74cca6b9cd8b123ebb633a"},
+    {file = "matplotlib-3.7.3-cp38-cp38-win_amd64.whl", hash = "sha256:e594ee43c59ea39ca5c6244667cac9d017a3527febc31f5532ad9135cf7469ec"},
+    {file = "matplotlib-3.7.3-cp39-cp39-macosx_10_12_universal2.whl", hash = "sha256:6eaa1cf0e94c936a26b78f6d756c5fbc12e0a58c8a68b7248a2a31456ce4e234"},
+    {file = "matplotlib-3.7.3-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:0a97af9d22e8ebedc9f00b043d9bbd29a375e9e10b656982012dded44c10fd77"},
+    {file = "matplotlib-3.7.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1f9c6c16597af660433ab330b59ee2934b832ee1fabcaf5cbde7b2add840f31e"},
+    {file = "matplotlib-3.7.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a7240259b4b9cbc62381f6378cff4d57af539162a18e832c1e48042fabc40b6b"},
+    {file = "matplotlib-3.7.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:747c6191d2e88ae854809e69aa358dbf852ff1a5738401b85c1cc9012309897a"},
+    {file = "matplotlib-3.7.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ec726b08a5275d827aa91bb951e68234a4423adb91cf65bc0fcdc0f2777663f7"},
+    {file = "matplotlib-3.7.3-cp39-cp39-win32.whl", hash = "sha256:40e3b9b450c6534f07278310c4e34caff41c2a42377e4b9d47b0f8d3ac1083a2"},
+    {file = "matplotlib-3.7.3-cp39-cp39-win_amd64.whl", hash = "sha256:dfc118642903a23e309b1da32886bb39a4314147d013e820c86b5fb4cb2e36d0"},
+    {file = "matplotlib-3.7.3-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:165c8082bf8fc0360c24aa4724a22eaadbfd8c28bf1ccf7e94d685cad48261e4"},
+    {file = "matplotlib-3.7.3-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ebd8470cc2a3594746ff0513aecbfa2c55ff6f58e6cef2efb1a54eb87c88ffa2"},
+    {file = "matplotlib-3.7.3-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7153453669c9672b52095119fd21dd032d19225d48413a2871519b17db4b0fde"},
+    {file = "matplotlib-3.7.3-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:498a08267dc69dd8f24c4b5d7423fa584d7ce0027ba71f7881df05fc09b89bb7"},
+    {file = "matplotlib-3.7.3-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:d48999c4b19b5a0c058c9cd828ff6fc7748390679f6cf9a2ad653a3e802c87d3"},
+    {file = "matplotlib-3.7.3-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:22d65d18b4ee8070a5fea5761d59293f1f9e2fac37ec9ce090463b0e629432fd"},
+    {file = "matplotlib-3.7.3-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c40cde976c36693cc0767e27cf5f443f91c23520060bd9496678364adfafe9c"},
+    {file = "matplotlib-3.7.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:39018a2b17592448fbfdf4b8352955e6c3905359939791d4ff429296494d1a0c"},
+    {file = "matplotlib-3.7.3.tar.gz", hash = "sha256:f09b3dd6bdeb588de91f853bbb2d6f0ff8ab693485b0c49035eaa510cb4f142e"},
+]
+
+[package.dependencies]
+contourpy = ">=1.0.1"
+cycler = ">=0.10"
+fonttools = ">=4.22.0"
+importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
+kiwisolver = ">=1.0.1"
+numpy = ">=1.20,<2"
+packaging = ">=20.0"
+pillow = ">=6.2.0"
+pyparsing = ">=2.3.1"
+python-dateutil = ">=2.7"
+setuptools_scm = ">=7"
+
+[[package]]
+name = "mccabe"
+version = "0.7.0"
+description = "McCabe checker, plugin for flake8"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
+    {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
+]
+
+[[package]]
+name = "mpmath"
+version = "1.3.0"
+description = "Python library for arbitrary-precision floating-point arithmetic"
+optional = false
+python-versions = "*"
+files = [
+    {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"},
+    {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"},
+]
+
+[package.extras]
+develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"]
+docs = ["sphinx"]
+gmpy = ["gmpy2 (>=2.1.0a4)"]
+tests = ["pytest (>=4.6)"]
+
 [[package]]
 name = "nodeenv"
 version = "1.8.0"
@@ -149,13 +631,13 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "23.1"
+version = "23.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "packaging-23.1-py3-none-any.whl", hash = "sha256:994793af429502c4ea2ebf6bf664629d07c1a9fe974af92966e4b8d2df7edc61"},
+    {file = "packaging-23.2-py3-none-any.whl", hash = "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"},
-    {file = "packaging-23.1.tar.gz", hash = "sha256:a392980d2b6cffa644431898be54b0045151319d1e7ec34f0cfed48767dd334f"},
+    {file = "packaging-23.2.tar.gz", hash = "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5"},
 ]
 
 [[package]]
@@ -232,15 +714,94 @@ files = [
     {file = "pefile-2023.2.7.tar.gz", hash = "sha256:82e6114004b3d6911c77c3953e3838654b04511b8b66e8583db70c65998017dc"},
 ]
 
+[[package]]
+name = "pillow"
+version = "9.5.0"
+description = "Python Imaging Library (Fork)"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "Pillow-9.5.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:ace6ca218308447b9077c14ea4ef381ba0b67ee78d64046b3f19cf4e1139ad16"},
+    {file = "Pillow-9.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d3d403753c9d5adc04d4694d35cf0391f0f3d57c8e0030aac09d7678fa8030aa"},
+    {file = "Pillow-9.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5ba1b81ee69573fe7124881762bb4cd2e4b6ed9dd28c9c60a632902fe8db8b38"},
+    {file = "Pillow-9.5.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fe7e1c262d3392afcf5071df9afa574544f28eac825284596ac6db56e6d11062"},
+    {file = "Pillow-9.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f36397bf3f7d7c6a3abdea815ecf6fd14e7fcd4418ab24bae01008d8d8ca15e"},
+    {file = "Pillow-9.5.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:252a03f1bdddce077eff2354c3861bf437c892fb1832f75ce813ee94347aa9b5"},
+    {file = "Pillow-9.5.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:85ec677246533e27770b0de5cf0f9d6e4ec0c212a1f89dfc941b64b21226009d"},
+    {file = "Pillow-9.5.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:b416f03d37d27290cb93597335a2f85ed446731200705b22bb927405320de903"},
+    {file = "Pillow-9.5.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:1781a624c229cb35a2ac31cc4a77e28cafc8900733a864870c49bfeedacd106a"},
+    {file = "Pillow-9.5.0-cp310-cp310-win32.whl", hash = "sha256:8507eda3cd0608a1f94f58c64817e83ec12fa93a9436938b191b80d9e4c0fc44"},
+    {file = "Pillow-9.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:d3c6b54e304c60c4181da1c9dadf83e4a54fd266a99c70ba646a9baa626819eb"},
+    {file = "Pillow-9.5.0-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:7ec6f6ce99dab90b52da21cf0dc519e21095e332ff3b399a357c187b1a5eee32"},
+    {file = "Pillow-9.5.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:560737e70cb9c6255d6dcba3de6578a9e2ec4b573659943a5e7e4af13f298f5c"},
+    {file = "Pillow-9.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:96e88745a55b88a7c64fa49bceff363a1a27d9a64e04019c2281049444a571e3"},
+    {file = "Pillow-9.5.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d9c206c29b46cfd343ea7cdfe1232443072bbb270d6a46f59c259460db76779a"},
+    {file = "Pillow-9.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cfcc2c53c06f2ccb8976fb5c71d448bdd0a07d26d8e07e321c103416444c7ad1"},
+    {file = "Pillow-9.5.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:a0f9bb6c80e6efcde93ffc51256d5cfb2155ff8f78292f074f60f9e70b942d99"},
+    {file = "Pillow-9.5.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:8d935f924bbab8f0a9a28404422da8af4904e36d5c33fc6f677e4c4485515625"},
+    {file = "Pillow-9.5.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:fed1e1cf6a42577953abbe8e6cf2fe2f566daebde7c34724ec8803c4c0cda579"},
+    {file = "Pillow-9.5.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:c1170d6b195555644f0616fd6ed929dfcf6333b8675fcca044ae5ab110ded296"},
+    {file = "Pillow-9.5.0-cp311-cp311-win32.whl", hash = "sha256:54f7102ad31a3de5666827526e248c3530b3a33539dbda27c6843d19d72644ec"},
+    {file = "Pillow-9.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:cfa4561277f677ecf651e2b22dc43e8f5368b74a25a8f7d1d4a3a243e573f2d4"},
+    {file = "Pillow-9.5.0-cp311-cp311-win_arm64.whl", hash = "sha256:965e4a05ef364e7b973dd17fc765f42233415974d773e82144c9bbaaaea5d089"},
+    {file = "Pillow-9.5.0-cp312-cp312-win32.whl", hash = "sha256:22baf0c3cf0c7f26e82d6e1adf118027afb325e703922c8dfc1d5d0156bb2eeb"},
+    {file = "Pillow-9.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:432b975c009cf649420615388561c0ce7cc31ce9b2e374db659ee4f7d57a1f8b"},
+    {file = "Pillow-9.5.0-cp37-cp37m-macosx_10_10_x86_64.whl", hash = "sha256:5d4ebf8e1db4441a55c509c4baa7a0587a0210f7cd25fcfe74dbbce7a4bd1906"},
+    {file = "Pillow-9.5.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:375f6e5ee9620a271acb6820b3d1e94ffa8e741c0601db4c0c4d3cb0a9c224bf"},
+    {file = "Pillow-9.5.0-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:99eb6cafb6ba90e436684e08dad8be1637efb71c4f2180ee6b8f940739406e78"},
+    {file = "Pillow-9.5.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2dfaaf10b6172697b9bceb9a3bd7b951819d1ca339a5ef294d1f1ac6d7f63270"},
+    {file = "Pillow-9.5.0-cp37-cp37m-manylinux_2_28_aarch64.whl", hash = "sha256:763782b2e03e45e2c77d7779875f4432e25121ef002a41829d8868700d119392"},
+    {file = "Pillow-9.5.0-cp37-cp37m-manylinux_2_28_x86_64.whl", hash = "sha256:35f6e77122a0c0762268216315bf239cf52b88865bba522999dc38f1c52b9b47"},
+    {file = "Pillow-9.5.0-cp37-cp37m-win32.whl", hash = "sha256:aca1c196f407ec7cf04dcbb15d19a43c507a81f7ffc45b690899d6a76ac9fda7"},
+    {file = "Pillow-9.5.0-cp37-cp37m-win_amd64.whl", hash = "sha256:322724c0032af6692456cd6ed554bb85f8149214d97398bb80613b04e33769f6"},
+    {file = "Pillow-9.5.0-cp38-cp38-macosx_10_10_x86_64.whl", hash = "sha256:a0aa9417994d91301056f3d0038af1199eb7adc86e646a36b9e050b06f526597"},
+    {file = "Pillow-9.5.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:f8286396b351785801a976b1e85ea88e937712ee2c3ac653710a4a57a8da5d9c"},
+    {file = "Pillow-9.5.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c830a02caeb789633863b466b9de10c015bded434deb3ec87c768e53752ad22a"},
+    {file = "Pillow-9.5.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fbd359831c1657d69bb81f0db962905ee05e5e9451913b18b831febfe0519082"},
+    {file = "Pillow-9.5.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8fc330c3370a81bbf3f88557097d1ea26cd8b019d6433aa59f71195f5ddebbf"},
+    {file = "Pillow-9.5.0-cp38-cp38-manylinux_2_28_aarch64.whl", hash = "sha256:7002d0797a3e4193c7cdee3198d7c14f92c0836d6b4a3f3046a64bd1ce8df2bf"},
+    {file = "Pillow-9.5.0-cp38-cp38-manylinux_2_28_x86_64.whl", hash = "sha256:229e2c79c00e85989a34b5981a2b67aa079fd08c903f0aaead522a1d68d79e51"},
+    {file = "Pillow-9.5.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:9adf58f5d64e474bed00d69bcd86ec4bcaa4123bfa70a65ce72e424bfb88ed96"},
+    {file = "Pillow-9.5.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:662da1f3f89a302cc22faa9f14a262c2e3951f9dbc9617609a47521c69dd9f8f"},
+    {file = "Pillow-9.5.0-cp38-cp38-win32.whl", hash = "sha256:6608ff3bf781eee0cd14d0901a2b9cc3d3834516532e3bd673a0a204dc8615fc"},
+    {file = "Pillow-9.5.0-cp38-cp38-win_amd64.whl", hash = "sha256:e49eb4e95ff6fd7c0c402508894b1ef0e01b99a44320ba7d8ecbabefddcc5569"},
+    {file = "Pillow-9.5.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:482877592e927fd263028c105b36272398e3e1be3269efda09f6ba21fd83ec66"},
+    {file = "Pillow-9.5.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3ded42b9ad70e5f1754fb7c2e2d6465a9c842e41d178f262e08b8c85ed8a1d8e"},
+    {file = "Pillow-9.5.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c446d2245ba29820d405315083d55299a796695d747efceb5717a8b450324115"},
+    {file = "Pillow-9.5.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8aca1152d93dcc27dc55395604dcfc55bed5f25ef4c98716a928bacba90d33a3"},
+    {file = "Pillow-9.5.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:608488bdcbdb4ba7837461442b90ea6f3079397ddc968c31265c1e056964f1ef"},
+    {file = "Pillow-9.5.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:60037a8db8750e474af7ffc9faa9b5859e6c6d0a50e55c45576bf28be7419705"},
+    {file = "Pillow-9.5.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:07999f5834bdc404c442146942a2ecadd1cb6292f5229f4ed3b31e0a108746b1"},
+    {file = "Pillow-9.5.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:a127ae76092974abfbfa38ca2d12cbeddcdeac0fb71f9627cc1135bedaf9d51a"},
+    {file = "Pillow-9.5.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:489f8389261e5ed43ac8ff7b453162af39c3e8abd730af8363587ba64bb2e865"},
+    {file = "Pillow-9.5.0-cp39-cp39-win32.whl", hash = "sha256:9b1af95c3a967bf1da94f253e56b6286b50af23392a886720f563c547e48e964"},
+    {file = "Pillow-9.5.0-cp39-cp39-win_amd64.whl", hash = "sha256:77165c4a5e7d5a284f10a6efaa39a0ae8ba839da344f20b111d62cc932fa4e5d"},
+    {file = "Pillow-9.5.0-pp38-pypy38_pp73-macosx_10_10_x86_64.whl", hash = "sha256:833b86a98e0ede388fa29363159c9b1a294b0905b5128baf01db683672f230f5"},
+    {file = "Pillow-9.5.0-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:aaf305d6d40bd9632198c766fb64f0c1a83ca5b667f16c1e79e1661ab5060140"},
+    {file = "Pillow-9.5.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0852ddb76d85f127c135b6dd1f0bb88dbb9ee990d2cd9aa9e28526c93e794fba"},
+    {file = "Pillow-9.5.0-pp38-pypy38_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:91ec6fe47b5eb5a9968c79ad9ed78c342b1f97a091677ba0e012701add857829"},
+    {file = "Pillow-9.5.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:cb841572862f629b99725ebaec3287fc6d275be9b14443ea746c1dd325053cbd"},
+    {file = "Pillow-9.5.0-pp39-pypy39_pp73-macosx_10_10_x86_64.whl", hash = "sha256:c380b27d041209b849ed246b111b7c166ba36d7933ec6e41175fd15ab9eb1572"},
+    {file = "Pillow-9.5.0-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7c9af5a3b406a50e313467e3565fc99929717f780164fe6fbb7704edba0cebbe"},
+    {file = "Pillow-9.5.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5671583eab84af046a397d6d0ba25343c00cd50bce03787948e0fff01d4fd9b1"},
+    {file = "Pillow-9.5.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:84a6f19ce086c1bf894644b43cd129702f781ba5751ca8572f08aa40ef0ab7b7"},
+    {file = "Pillow-9.5.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:1e7723bd90ef94eda669a3c2c19d549874dd5badaeefabefd26053304abe5799"},
+    {file = "Pillow-9.5.0.tar.gz", hash = "sha256:bf548479d336726d7a0eceb6e767e179fbde37833ae42794602631a070d630f1"},
+]
+
+[package.extras]
+docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
+tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+
 [[package]]
 name = "platformdirs"
-version = "3.10.0"
+version = "3.11.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "platformdirs-3.10.0-py3-none-any.whl", hash = "sha256:d7c24979f292f916dc9cbf8648319032f551ea8c49a4c9bf2fb556a02070ec1d"},
+    {file = "platformdirs-3.11.0-py3-none-any.whl", hash = "sha256:e9d171d00af68be50e9202731309c4e658fd8bc76f55c11c7dd760d023bda68e"},
-    {file = "platformdirs-3.10.0.tar.gz", hash = "sha256:b45696dab2d7cc691a3226759c0d3b00c47c8b6e293d96f6436f733303f77f6d"},
+    {file = "platformdirs-3.11.0.tar.gz", hash = "sha256:cf8ee52a3afdb965072dcc652433e0c7e3e40cf5ea1477cd4b3b1d2eb75495b3"},
 ]
 
 [package.extras]
@@ -249,13 +810,13 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 
 [[package]]
 name = "pre-commit"
-version = "3.4.0"
+version = "3.5.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pre_commit-3.4.0-py2.py3-none-any.whl", hash = "sha256:96d529a951f8b677f730a7212442027e8ba53f9b04d217c4c67dc56c393ad945"},
+    {file = "pre_commit-3.5.0-py2.py3-none-any.whl", hash = "sha256:841dc9aef25daba9a0238cd27984041fa0467b4199fc4852e27950664919f660"},
-    {file = "pre_commit-3.4.0.tar.gz", hash = "sha256:6bbd5129a64cad4c0dfaeeb12cd8f7ea7e15b77028d985341478c8af3c759522"},
+    {file = "pre_commit-3.5.0.tar.gz", hash = "sha256:5804465c675b659b0862f07907f96295d490822a450c4c40e747d0b1c6ebcb32"},
 ]
 
 [package.dependencies]
@@ -267,23 +828,23 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "pyinstaller"
-version = "6.0.0"
+version = "6.1.0"
 description = "PyInstaller bundles a Python application and all its dependencies into a single package."
 optional = false
 python-versions = "<3.13,>=3.8"
 files = [
-    {file = "pyinstaller-6.0.0-py3-none-macosx_10_13_universal2.whl", hash = "sha256:d84b06fb9002109bfc542e76860b81459a8585af0bbdabcfc5dcf272ef230de7"},
+    {file = "pyinstaller-6.1.0-py3-none-macosx_10_13_universal2.whl", hash = "sha256:da78942d31c1911ea4abcd3ca3bd0c062af7f163a5e227fd18a359b61deda4ca"},
-    {file = "pyinstaller-6.0.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:aa922d1d73881d0820a341d2c406a571cc94630bdcdc275427c844a12e6e376e"},
+    {file = "pyinstaller-6.1.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:f63d2353537bac7bfeeaedbe5ac99f3be35daa290dd1ad1be90768acbf77e3d5"},
-    {file = "pyinstaller-6.0.0-py3-none-manylinux2014_i686.whl", hash = "sha256:52e5b3a2371d7231de17515c7c78d8d4a39d70c8c095e71d55b3b83434a193a8"},
+    {file = "pyinstaller-6.1.0-py3-none-manylinux2014_i686.whl", hash = "sha256:6e71d9f6f5a1e0f7523e8ebee1b76bb29538f64d863e3711c2b21033f499e2b9"},
-    {file = "pyinstaller-6.0.0-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:4a75bde5cda259bb31f2294960d75b9d5c148001b2b0bd20a91f9c2116675a6c"},
+    {file = "pyinstaller-6.1.0-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:bebf6f442bbe6343acaec873803510ee1930d026846a018f727da4e0690081f8"},
-    {file = "pyinstaller-6.0.0-py3-none-manylinux2014_s390x.whl", hash = "sha256:5314f6f08d2bcbc031778618ba97d9098d106119c2e616b3b081171fe42f5415"},
+    {file = "pyinstaller-6.1.0-py3-none-manylinux2014_s390x.whl", hash = "sha256:3c04963637481a3edf1eec64ab4c3fce098908f02fc472c11e73be7eedc08b95"},
-    {file = "pyinstaller-6.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:0ad7cc3776ca17d0bededcc352cba2b1c89eb4817bfabaf05972b9da8c424935"},
+    {file = "pyinstaller-6.1.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:4368e4eb9999ce32e3280330b3c26f175e0fa7fa13efb4d2dc4ade488ff6d7c2"},
-    {file = "pyinstaller-6.0.0-py3-none-musllinux_1_1_aarch64.whl", hash = "sha256:cccdad6cfe7a5db7d7eb8df2e5678f8375268739d5933214e180da300aa54e37"},
+    {file = "pyinstaller-6.1.0-py3-none-musllinux_1_1_aarch64.whl", hash = "sha256:041ab9311d08162356829bf47293a613c44dc9ace28846fb63098889c7383c5d"},
-    {file = "pyinstaller-6.0.0-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:fb6af82989dac7c58bd25ed9ba3323bc443f8c1f03804f69c9f5e363bf4a021c"},
+    {file = "pyinstaller-6.1.0-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:331f050e8f9e923bb6b50454acfc0547fd52092585c61eb5f2fc93de60703f13"},
-    {file = "pyinstaller-6.0.0-py3-none-win32.whl", hash = "sha256:68769f5e6722474bb1038e35560444659db8b951388bfe0c669bb52a640cd0eb"},
+    {file = "pyinstaller-6.1.0-py3-none-win32.whl", hash = "sha256:9e8b5bbc1bdf554ade1360e62e4959091430c3cc15ebfff3c28c8894fd1f312a"},
-    {file = "pyinstaller-6.0.0-py3-none-win_amd64.whl", hash = "sha256:438a9e0d72a57d5bba4f112d256e39ea4033c76c65414c0693d8311faa14b090"},
+    {file = "pyinstaller-6.1.0-py3-none-win_amd64.whl", hash = "sha256:f9f5bcaef6122d93c54ee7a9ecb07eab5b81a7ebfb5cb99af2b2a6ff49eff62f"},
-    {file = "pyinstaller-6.0.0-py3-none-win_arm64.whl", hash = "sha256:16a473065291dd7879bf596fa20e65bd9d1e8aafc2cef1bffa3e42e707e2e68e"},
+    {file = "pyinstaller-6.1.0-py3-none-win_arm64.whl", hash = "sha256:dd438afd2abb643f5399c0cb254a11c217c06782cb274a2911dd785f9f67fa9e"},
-    {file = "pyinstaller-6.0.0.tar.gz", hash = "sha256:d702cff041f30e7a53500b630e07b081e5328d4655023319253d73935e75ade2"},
+    {file = "pyinstaller-6.1.0.tar.gz", hash = "sha256:8f3d49c60f3344bf3d4a6d4258bda665dad185ab2b097341d3af2a6387c838ef"},
 ]
 
 [package.dependencies]
@@ -301,15 +862,55 @@ hook-testing = ["execnet (>=1.5.0)", "psutil", "pytest (>=2.7.3)"]
 
 [[package]]
 name = "pyinstaller-hooks-contrib"
-version = "2023.9"
+version = "2023.10"
 description = "Community maintained hooks for PyInstaller"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pyinstaller-hooks-contrib-2023.9.tar.gz", hash = "sha256:76084b5988e3957a9df169d2a935d65500136967e710ddebf57263f1a909cd80"},
+    {file = "pyinstaller-hooks-contrib-2023.10.tar.gz", hash = "sha256:4b4a998036abb713774cb26534ca06b7e6e09e4c628196017a10deb11a48747f"},
-    {file = "pyinstaller_hooks_contrib-2023.9-py2.py3-none-any.whl", hash = "sha256:f34f4c6807210025c8073ebe665f422a3aa2ac5f4c7ebf4c2a26cc77bebf63b5"},
+    {file = "pyinstaller_hooks_contrib-2023.10-py2.py3-none-any.whl", hash = "sha256:6dc1786a8f452941245d5bb85893e2a33632ebdcbc4c23eea41f2ee08281b0c0"},
 ]
 
+[[package]]
+name = "pylint"
+version = "2.17.7"
+description = "python code static checker"
+optional = false
+python-versions = ">=3.7.2"
+files = [
+    {file = "pylint-2.17.7-py3-none-any.whl", hash = "sha256:27a8d4c7ddc8c2f8c18aa0050148f89ffc09838142193fdbe98f172781a3ff87"},
+    {file = "pylint-2.17.7.tar.gz", hash = "sha256:f4fcac7ae74cfe36bc8451e931d8438e4a476c20314b1101c458ad0f05191fad"},
+]
+
+[package.dependencies]
+astroid = ">=2.15.8,<=2.17.0-dev0"
+colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
+dill = {version = ">=0.2", markers = "python_version < \"3.11\""}
+isort = ">=4.2.5,<6"
+mccabe = ">=0.6,<0.8"
+platformdirs = ">=2.2.0"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+tomlkit = ">=0.10.1"
+typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+spelling = ["pyenchant (>=3.2,<4.0)"]
+testutils = ["gitpython (>3)"]
+
+[[package]]
+name = "pyparsing"
+version = "3.1.1"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+optional = false
+python-versions = ">=3.6.8"
+files = [
+    {file = "pyparsing-3.1.1-py3-none-any.whl", hash = "sha256:32c7c0b711493c72ff18a981d24f28aaf9c1fb7ed5e9667c9e84e3db623bdbfb"},
+    {file = "pyparsing-3.1.1.tar.gz", hash = "sha256:ede28a1a32462f5a9705e07aea48001a08f7cf81a021585011deba701581a0db"},
+]
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
 [[package]]
 name = "pyside2"
 version = "5.15.2.1"
@@ -439,6 +1040,28 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
+[[package]]
+name = "setuptools-scm"
+version = "8.0.4"
+description = "the blessed package to manage your versions by scm tags"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "setuptools-scm-8.0.4.tar.gz", hash = "sha256:b5f43ff6800669595193fd09891564ee9d1d7dcb196cab4b2506d53a2e1c95c7"},
+    {file = "setuptools_scm-8.0.4-py3-none-any.whl", hash = "sha256:b47844cd2a84b83b3187a5782c71128c28b4c94cad8bfb871da2784a5cb54c4f"},
+]
+
+[package.dependencies]
+packaging = ">=20"
+setuptools = "*"
+tomli = {version = ">=1", markers = "python_version < \"3.11\""}
+typing-extensions = "*"
+
+[package.extras]
+docs = ["entangled-cli[rich]", "mkdocs", "mkdocs-entangled-plugin", "mkdocs-material", "mkdocstrings[python]", "pygments"]
+rich = ["rich"]
+test = ["build", "pytest", "rich", "wheel"]
+
 [[package]]
 name = "shiboken2"
 version = "5.15.2.1"
@@ -465,6 +1088,53 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
+[[package]]
+name = "sympy"
+version = "1.12"
+description = "Computer algebra system (CAS) in Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "sympy-1.12-py3-none-any.whl", hash = "sha256:c3588cd4295d0c0f603d0f2ae780587e64e2efeedb3521e46b9bb1d08d184fa5"},
+    {file = "sympy-1.12.tar.gz", hash = "sha256:ebf595c8dac3e0fdc4152c51878b498396ec7f30e7a914d6071e674d49420fb8"},
+]
+
+[package.dependencies]
+mpmath = ">=0.19"
+
+[[package]]
+name = "tomli"
+version = "2.0.1"
+description = "A lil' TOML parser"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
+
+[[package]]
+name = "tomlkit"
+version = "0.12.1"
+description = "Style preserving TOML library"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomlkit-0.12.1-py3-none-any.whl", hash = "sha256:712cbd236609acc6a3e2e97253dfc52d4c2082982a88f61b640ecf0817eab899"},
+    {file = "tomlkit-0.12.1.tar.gz", hash = "sha256:38e1ff8edb991273ec9f6181244a6a391ac30e9f5098e7535640ea6be97a7c86"},
+]
+
+[[package]]
+name = "typing-extensions"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
+]
+
 [[package]]
 name = "tzdata"
 version = "2023.3"
@@ -496,6 +1166,90 @@ platformdirs = ">=3.9.1,<4"
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
 test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
 
+[[package]]
+name = "wrapt"
+version = "1.15.0"
+description = "Module for decorators, wrappers and monkey patching."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+files = [
+    {file = "wrapt-1.15.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:ca1cccf838cd28d5a0883b342474c630ac48cac5df0ee6eacc9c7290f76b11c1"},
+    {file = "wrapt-1.15.0-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:e826aadda3cae59295b95343db8f3d965fb31059da7de01ee8d1c40a60398b29"},
+    {file = "wrapt-1.15.0-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:5fc8e02f5984a55d2c653f5fea93531e9836abbd84342c1d1e17abc4a15084c2"},
+    {file = "wrapt-1.15.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:96e25c8603a155559231c19c0349245eeb4ac0096fe3c1d0be5c47e075bd4f46"},
+    {file = "wrapt-1.15.0-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:40737a081d7497efea35ab9304b829b857f21558acfc7b3272f908d33b0d9d4c"},
+    {file = "wrapt-1.15.0-cp27-cp27mu-manylinux1_i686.whl", hash = "sha256:f87ec75864c37c4c6cb908d282e1969e79763e0d9becdfe9fe5473b7bb1e5f09"},
+    {file = "wrapt-1.15.0-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:1286eb30261894e4c70d124d44b7fd07825340869945c79d05bda53a40caa079"},
+    {file = "wrapt-1.15.0-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:493d389a2b63c88ad56cdc35d0fa5752daac56ca755805b1b0c530f785767d5e"},
+    {file = "wrapt-1.15.0-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:58d7a75d731e8c63614222bcb21dd992b4ab01a399f1f09dd82af17bbfc2368a"},
+    {file = "wrapt-1.15.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:21f6d9a0d5b3a207cdf7acf8e58d7d13d463e639f0c7e01d82cdb671e6cb7923"},
+    {file = "wrapt-1.15.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ce42618f67741d4697684e501ef02f29e758a123aa2d669e2d964ff734ee00ee"},
+    {file = "wrapt-1.15.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:41d07d029dd4157ae27beab04d22b8e261eddfc6ecd64ff7000b10dc8b3a5727"},
+    {file = "wrapt-1.15.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:54accd4b8bc202966bafafd16e69da9d5640ff92389d33d28555c5fd4f25ccb7"},
+    {file = "wrapt-1.15.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2fbfbca668dd15b744418265a9607baa970c347eefd0db6a518aaf0cfbd153c0"},
+    {file = "wrapt-1.15.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:76e9c727a874b4856d11a32fb0b389afc61ce8aaf281ada613713ddeadd1cfec"},
+    {file = "wrapt-1.15.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:e20076a211cd6f9b44a6be58f7eeafa7ab5720eb796975d0c03f05b47d89eb90"},
+    {file = "wrapt-1.15.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:a74d56552ddbde46c246b5b89199cb3fd182f9c346c784e1a93e4dc3f5ec9975"},
+    {file = "wrapt-1.15.0-cp310-cp310-win32.whl", hash = "sha256:26458da5653aa5b3d8dc8b24192f574a58984c749401f98fff994d41d3f08da1"},
+    {file = "wrapt-1.15.0-cp310-cp310-win_amd64.whl", hash = "sha256:75760a47c06b5974aa5e01949bf7e66d2af4d08cb8c1d6516af5e39595397f5e"},
+    {file = "wrapt-1.15.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ba1711cda2d30634a7e452fc79eabcadaffedf241ff206db2ee93dd2c89a60e7"},
+    {file = "wrapt-1.15.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:56374914b132c702aa9aa9959c550004b8847148f95e1b824772d453ac204a72"},
+    {file = "wrapt-1.15.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a89ce3fd220ff144bd9d54da333ec0de0399b52c9ac3d2ce34b569cf1a5748fb"},
+    {file = "wrapt-1.15.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3bbe623731d03b186b3d6b0d6f51865bf598587c38d6f7b0be2e27414f7f214e"},
+    {file = "wrapt-1.15.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3abbe948c3cbde2689370a262a8d04e32ec2dd4f27103669a45c6929bcdbfe7c"},
+    {file = "wrapt-1.15.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:b67b819628e3b748fd3c2192c15fb951f549d0f47c0449af0764d7647302fda3"},
+    {file = "wrapt-1.15.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:7eebcdbe3677e58dd4c0e03b4f2cfa346ed4049687d839adad68cc38bb559c92"},
+    {file = "wrapt-1.15.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:74934ebd71950e3db69960a7da29204f89624dde411afbfb3b4858c1409b1e98"},
+    {file = "wrapt-1.15.0-cp311-cp311-win32.whl", hash = "sha256:bd84395aab8e4d36263cd1b9308cd504f6cf713b7d6d3ce25ea55670baec5416"},
+    {file = "wrapt-1.15.0-cp311-cp311-win_amd64.whl", hash = "sha256:a487f72a25904e2b4bbc0817ce7a8de94363bd7e79890510174da9d901c38705"},
+    {file = "wrapt-1.15.0-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:4ff0d20f2e670800d3ed2b220d40984162089a6e2c9646fdb09b85e6f9a8fc29"},
+    {file = "wrapt-1.15.0-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:9ed6aa0726b9b60911f4aed8ec5b8dd7bf3491476015819f56473ffaef8959bd"},
+    {file = "wrapt-1.15.0-cp35-cp35m-manylinux2010_i686.whl", hash = "sha256:896689fddba4f23ef7c718279e42f8834041a21342d95e56922e1c10c0cc7afb"},
+    {file = "wrapt-1.15.0-cp35-cp35m-manylinux2010_x86_64.whl", hash = "sha256:75669d77bb2c071333417617a235324a1618dba66f82a750362eccbe5b61d248"},
+    {file = "wrapt-1.15.0-cp35-cp35m-win32.whl", hash = "sha256:fbec11614dba0424ca72f4e8ba3c420dba07b4a7c206c8c8e4e73f2e98f4c559"},
+    {file = "wrapt-1.15.0-cp35-cp35m-win_amd64.whl", hash = "sha256:fd69666217b62fa5d7c6aa88e507493a34dec4fa20c5bd925e4bc12fce586639"},
+    {file = "wrapt-1.15.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:b0724f05c396b0a4c36a3226c31648385deb6a65d8992644c12a4963c70326ba"},
+    {file = "wrapt-1.15.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bbeccb1aa40ab88cd29e6c7d8585582c99548f55f9b2581dfc5ba68c59a85752"},
+    {file = "wrapt-1.15.0-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:38adf7198f8f154502883242f9fe7333ab05a5b02de7d83aa2d88ea621f13364"},
+    {file = "wrapt-1.15.0-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:578383d740457fa790fdf85e6d346fda1416a40549fe8db08e5e9bd281c6a475"},
+    {file = "wrapt-1.15.0-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:a4cbb9ff5795cd66f0066bdf5947f170f5d63a9274f99bdbca02fd973adcf2a8"},
+    {file = "wrapt-1.15.0-cp36-cp36m-musllinux_1_1_i686.whl", hash = "sha256:af5bd9ccb188f6a5fdda9f1f09d9f4c86cc8a539bd48a0bfdc97723970348418"},
+    {file = "wrapt-1.15.0-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:b56d5519e470d3f2fe4aa7585f0632b060d532d0696c5bdfb5e8319e1d0f69a2"},
+    {file = "wrapt-1.15.0-cp36-cp36m-win32.whl", hash = "sha256:77d4c1b881076c3ba173484dfa53d3582c1c8ff1f914c6461ab70c8428b796c1"},
+    {file = "wrapt-1.15.0-cp36-cp36m-win_amd64.whl", hash = "sha256:077ff0d1f9d9e4ce6476c1a924a3332452c1406e59d90a2cf24aeb29eeac9420"},
+    {file = "wrapt-1.15.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:5c5aa28df055697d7c37d2099a7bc09f559d5053c3349b1ad0c39000e611d317"},
+    {file = "wrapt-1.15.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3a8564f283394634a7a7054b7983e47dbf39c07712d7b177b37e03f2467a024e"},
+    {file = "wrapt-1.15.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:780c82a41dc493b62fc5884fb1d3a3b81106642c5c5c78d6a0d4cbe96d62ba7e"},
+    {file = "wrapt-1.15.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e169e957c33576f47e21864cf3fc9ff47c223a4ebca8960079b8bd36cb014fd0"},
+    {file = "wrapt-1.15.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:b02f21c1e2074943312d03d243ac4388319f2456576b2c6023041c4d57cd7019"},
+    {file = "wrapt-1.15.0-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:f2e69b3ed24544b0d3dbe2c5c0ba5153ce50dcebb576fdc4696d52aa22db6034"},
+    {file = "wrapt-1.15.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:d787272ed958a05b2c86311d3a4135d3c2aeea4fc655705f074130aa57d71653"},
+    {file = "wrapt-1.15.0-cp37-cp37m-win32.whl", hash = "sha256:02fce1852f755f44f95af51f69d22e45080102e9d00258053b79367d07af39c0"},
+    {file = "wrapt-1.15.0-cp37-cp37m-win_amd64.whl", hash = "sha256:abd52a09d03adf9c763d706df707c343293d5d106aea53483e0ec8d9e310ad5e"},
+    {file = "wrapt-1.15.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:cdb4f085756c96a3af04e6eca7f08b1345e94b53af8921b25c72f096e704e145"},
+    {file = "wrapt-1.15.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:230ae493696a371f1dbffaad3dafbb742a4d27a0afd2b1aecebe52b740167e7f"},
+    {file = "wrapt-1.15.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:63424c681923b9f3bfbc5e3205aafe790904053d42ddcc08542181a30a7a51bd"},
+    {file = "wrapt-1.15.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d6bcbfc99f55655c3d93feb7ef3800bd5bbe963a755687cbf1f490a71fb7794b"},
+    {file = "wrapt-1.15.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c99f4309f5145b93eca6e35ac1a988f0dc0a7ccf9ccdcd78d3c0adf57224e62f"},
+    {file = "wrapt-1.15.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:b130fe77361d6771ecf5a219d8e0817d61b236b7d8b37cc045172e574ed219e6"},
+    {file = "wrapt-1.15.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:96177eb5645b1c6985f5c11d03fc2dbda9ad24ec0f3a46dcce91445747e15094"},
+    {file = "wrapt-1.15.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:d5fe3e099cf07d0fb5a1e23d399e5d4d1ca3e6dfcbe5c8570ccff3e9208274f7"},
+    {file = "wrapt-1.15.0-cp38-cp38-win32.whl", hash = "sha256:abd8f36c99512755b8456047b7be10372fca271bf1467a1caa88db991e7c421b"},
+    {file = "wrapt-1.15.0-cp38-cp38-win_amd64.whl", hash = "sha256:b06fa97478a5f478fb05e1980980a7cdf2712015493b44d0c87606c1513ed5b1"},
+    {file = "wrapt-1.15.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2e51de54d4fb8fb50d6ee8327f9828306a959ae394d3e01a1ba8b2f937747d86"},
+    {file = "wrapt-1.15.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:0970ddb69bba00670e58955f8019bec4a42d1785db3faa043c33d81de2bf843c"},
+    {file = "wrapt-1.15.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76407ab327158c510f44ded207e2f76b657303e17cb7a572ffe2f5a8a48aa04d"},
+    {file = "wrapt-1.15.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cd525e0e52a5ff16653a3fc9e3dd827981917d34996600bbc34c05d048ca35cc"},
+    {file = "wrapt-1.15.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9d37ac69edc5614b90516807de32d08cb8e7b12260a285ee330955604ed9dd29"},
+    {file = "wrapt-1.15.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:078e2a1a86544e644a68422f881c48b84fef6d18f8c7a957ffd3f2e0a74a0d4a"},
+    {file = "wrapt-1.15.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:2cf56d0e237280baed46f0b5316661da892565ff58309d4d2ed7dba763d984b8"},
+    {file = "wrapt-1.15.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:7dc0713bf81287a00516ef43137273b23ee414fe41a3c14be10dd95ed98a2df9"},
+    {file = "wrapt-1.15.0-cp39-cp39-win32.whl", hash = "sha256:46ed616d5fb42f98630ed70c3529541408166c22cdfd4540b88d5f21006b0eff"},
+    {file = "wrapt-1.15.0-cp39-cp39-win_amd64.whl", hash = "sha256:eef4d64c650f33347c1f9266fa5ae001440b232ad9b98f1f43dfe7a79435c0a6"},
+    {file = "wrapt-1.15.0-py3-none-any.whl", hash = "sha256:64b1df0f83706b4ef4cfb4fb0e4c2669100fd7ecacfb59e091fad300d4e04640"},
+    {file = "wrapt-1.15.0.tar.gz", hash = "sha256:d06730c6aed78cee4126234cf2d071e01b44b915e725a6cb439a879ec9754a3a"},
+]
+
 [[package]]
 name = "zipp"
 version = "3.17.0"
@@ -514,4 +1268,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.9"
-content-hash = "2ee72912250a8c96f04624c665fd1f86b222ac6561ae4f20bedb77160a8d4756"
+content-hash = "e8ca19934d2ae7c8fbe0238a777e8d7b8882c86d38a700bdd0495b175f1458fe"

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "statapp"
-version = "0.4.1"
+version = "0.10.0"
 description = ""
 authors = [
     "Maxim Slipenko <statapp@maks1ms.addy.io>"
@@ -12,8 +12,14 @@ readme = "README.md"
 python = ">=3.8,<3.9"
 pre-commit = "^3.4.0"
 pyinstaller = "^6.0.0"
-pandas = "^2.0"
 pyside2 = "^5.15.2.1"
+pandas = { version = "^2", markers = "python_version < '3.9'" }
+pylint = { version = "^2", markers = "python_version < '3.9'" }
+# scipy = { version = "^1", markers = "python_version < '3.9'" }
+# openpyxl = "^3.1.2"
+sympy = "^1.12"
+matplotlib = "^3.7.0"
+pillow = "9.5"
 
 
 [build-system]

statapp-onefile.spec

@@ -1,59 +0,0 @@
-# -*- mode: python ; coding: utf-8 -*-
-import sys
-import typing
-from pprint import pprint
-
-if typing.TYPE_CHECKING:
-    from PyInstaller.building.api import COLLECT, EXE, MERGE, PYZ  # noqa: F401
-    from PyInstaller.building.build_main import Analysis  # noqa: F401
-    from PyInstaller.building.datastruct import TOC, Target, Tree  # noqa: F401
-    from PyInstaller.building.osx import BUNDLE  # noqa: F401
-    from PyInstaller.building.splash import Splash  # noqa: F401
-
-from PyInstaller.utils.hooks import copy_metadata
-
-datas = [('statapp/ui/images/*', 'ui/images')]
-datas += copy_metadata('statapp')
-
-a = Analysis(
-    ['statapp/__main__.py'],
-    pathex=[],
-    binaries=[],
-    datas=datas,
-    hiddenimports=[],
-    hookspath=[],
-    hooksconfig={},
-    runtime_hooks=[],
-    excludes=[],
-    noarchive=False,
-)
-
-prev_binaries = set(a.binaries)
-if sys.platform in ('linux', 'darwin'):
-    a.exclude_system_libraries(list_of_exceptions=[])  # glob expression
-print('\n\nSTRIPPED SYSTEM LIBS')
-pprint(sorted(set(prev_binaries) - set(a.binaries)))
-
-pyz = PYZ(a.pure)
-
-exe = EXE(
-    pyz,
-    a.scripts,
-    a.binaries,
-    a.datas,
-    [],
-    name='statapp',
-    debug=False,
-    bootloader_ignore_signals=False,
-    strip=False,
-    upx=True,
-    upx_exclude=[],
-    runtime_tmpdir=None,
-    console=False,
-    disable_windowed_traceback=False,
-    argv_emulation=False,
-    target_arch=None,
-    codesign_identity=None,
-    entitlements_file=None,
-    icon='statapp/ui/images/logo.ico',
-)

statapp.spec

@@ -1,4 +1,5 @@
 # -*- mode: python ; coding: utf-8 -*-
+import argparse
 import sys
 import typing
 from pprint import pprint
@@ -12,6 +13,10 @@ if typing.TYPE_CHECKING:
 
 from PyInstaller.utils.hooks import copy_metadata
 
+parser = argparse.ArgumentParser()
+parser.add_argument("--one-file", action="store_true")
+options = parser.parse_args()
+
 datas = [('statapp/ui/images/*', 'ui/images')]
 datas += copy_metadata('statapp')
 
@@ -35,32 +40,69 @@ if sys.platform in ('linux', 'darwin'):
 print('\n\nSTRIPPED SYSTEM LIBS')
 pprint(sorted(set(prev_binaries) - set(a.binaries)))
 
+LOCALES = ['ru', 'en']
+def remove_unused_translation(item):
+    dest = str(item[0])
+    if not dest.startswith('PySide2/Qt/translations'):
+        return True
+
+    for l in LOCALES:
+        if l in dest:
+            return True
+
+    return False
+
+a.datas = list(filter(remove_unused_translation, a.datas))
+
 pyz = PYZ(a.pure)
 
-exe = EXE(
+if options.one_file:
-    pyz,
+    exe = EXE(
-    a.scripts,
+        pyz,
-    [],
+        a.scripts,
-    exclude_binaries=True,
+        a.binaries,
-    name='statapp',
+        a.datas,
-    debug=False,
+        [],
-    bootloader_ignore_signals=False,
+        name='statapp',
-    strip=False,
+        debug=False,
-    upx=True,
+        bootloader_ignore_signals=False,
-    console=False,
+        strip=False,
-    disable_windowed_traceback=False,
+        upx=True,
-    argv_emulation=False,
+        upx_exclude=[],
-    target_arch=None,
+        runtime_tmpdir=None,
-    codesign_identity=None,
+        console=False,
-    entitlements_file=None,
+        disable_windowed_traceback=False,
-    icon='statapp/ui/images/logo.ico',
+        argv_emulation=False,
-)
+        target_arch=None,
-coll = COLLECT(
+        codesign_identity=None,
-    exe,
+        entitlements_file=None,
-    a.binaries,
+        icon='statapp/ui/images/logo.ico',
-    a.datas,
+    )
-    strip=False,
+else:
-    upx=True,
+    exe = EXE(
-    upx_exclude=[],
+        pyz,
-    name='statapp',
+        a.scripts,
-)
+        [],
+        exclude_binaries=True,
+        name='statapp',
+        debug=False,
+        bootloader_ignore_signals=False,
+        strip=False,
+        upx=True,
+        console=False,
+        disable_windowed_traceback=False,
+        argv_emulation=False,
+        target_arch=None,
+        codesign_identity=None,
+        entitlements_file=None,
+        icon='statapp/ui/images/logo.ico',
+    )
+    coll = COLLECT(
+        exe,
+        a.binaries,
+        a.datas,
+        strip=False,
+        upx=True,
+        upx_exclude=[],
+        name='statapp',
+    )

statapp/__main__.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -31,7 +31,8 @@ def main():
     translator = QtCore.QTranslator(app)
     locale = QtCore.QLocale.system().name()
     path = QtCore.QLibraryInfo.location(QtCore.QLibraryInfo.TranslationsPath)
-    translator.load('qt_%s' % locale, path)
+    translator.load(f'qt_{locale}', path)
+    translator.load(f'qtbase_{locale}', path)
     app.installTranslator(translator)
 
     window = MainWindow()

statapp/_vendor/multipolyfit.py

@@ -0,0 +1,124 @@
+# Copyright (c) 2023 Matthew Rocklin
+# All rights reserved.
+# This source code is distributed under the terms of the BSD license,
+# which allows you to use, modify, and distribute it
+# as long as you comply with the license terms.
+
+# In addition, this code has been modified by Maxim Slipenko and
+# is now also licensed under the GPL-3.0.
+# See the GPL-3.0 license for details.
+
+import itertools
+from numpy import linalg, zeros, ones, hstack, asarray
+from sympy import symbols, Mul, Add, S
+
+
+def basisVector(n, i):
+    """ Return an array like [0, 0, ..., 1, ..., 0, 0]
+
+    >>> from statapp._vendor.multipolyfit import basisVector
+    >>> basis_vector(3, 1)
+    array([0, 1, 0])
+    >>> basisVector(5, 4)
+    array([0, 0, 0, 0, 1])
+    """
+    x = zeros(n, dtype=int)
+    x[i] = 1
+    return x
+
+
+def asTall(x):
+    """ Turns a row vector into a column vector """
+    return x.reshape(x.shape + (1,))
+
+
+def multipolyfit(xs, y, deg, full=False, modelOut=False, powersOut=False):
+    # pylint: disable-msg=too-many-locals
+    """
+    Least squares multivariate polynomial fit
+
+    Fit a polynomial like ``y = a**2 + 3a - 2ab + 4b**2 - 1``
+    with many covariates a, b, c, ...
+
+    Parameters
+    ----------
+
+    xs : array_like, shape (M, k)
+         x-coordinates of the k covariates over the M sample points
+    y :  array_like, shape(M,)
+         y-coordinates of the sample points.
+    deg : int
+         Degree o fthe fitting polynomial
+    modelOut : bool (defaults to True)
+         If True return a callable function
+         If False return an array of coefficients
+    powersOut : bool (defaults to False)
+         Returns the meaning of each of the coefficients in the form of an
+         iterator that gives the powers over the inputs and 1
+         For example if xs corresponds to the covariates a,b,c then the array
+         [1, 2, 1, 0] corresponds to 1**1 * a**2 * b**1 * c**0
+
+    See Also
+    --------
+        numpy.polyfit
+
+    """
+    # pylin
+    y = asarray(y).squeeze()
+    # rows = y.shape[0]
+    xs = asarray(xs)
+    numCovariates = xs.shape[1]
+    xs = hstack((ones((xs.shape[0], 1), dtype=xs.dtype) , xs))
+
+    generators = [basisVector(numCovariates + 1, i)
+                  for i in range(numCovariates+1)]
+
+    # All combinations of degrees
+    powers = [sum(x) for x in itertools.combinations_with_replacement(generators, deg)]
+
+    # Raise data to specified degree pattern, stack in order
+    a = hstack(asarray([asTall((xs ** p).prod(1)) for p in powers]))
+
+    result = linalg.lstsq(a, y, rcond=None)
+    beta = result[0]
+
+    if modelOut:
+        return mkModel(beta, powers)
+
+    if powersOut:
+        return beta, powers
+
+    if full:
+        return result, powers, a
+
+    return beta
+
+
+def mkModel(beta, powers):
+    """ Create a callable python function out of beta/powers from multipolyfit
+
+    This function is callable from within multipolyfit using the model_out flag
+    """
+    # Create a function that takes in many x values
+    # and returns an approximate y value
+    def model(*args):
+        numCovariates = len(powers[0]) - 1
+        if len(args) != numCovariates:
+            raise ValueError(f"Expected {numCovariates} inputs")
+        xs = asarray((1,) + args)
+        return sum(coeff * (xs**p).prod()
+                             for p, coeff in zip(powers, beta))
+    return model
+
+
+def mkSympyFunction(beta, powers):
+    terms = getTerms(powers)
+    return Add(*[coeff * term for term, coeff in zip(terms, beta)])
+
+
+def getTerms(powers):
+    numCovariates = len(powers[0])
+    xs = (S.One,) + symbols(f'x1:{numCovariates}')
+
+    terms = [Mul(*[x ** deg for x, deg in zip(xs, power)]) for power in powers]
+    return terms

statapp/about_window.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -18,11 +18,12 @@
 # along with this program. If not, see <http://www.gnu.org/licenses/>.
 #
 import sys
+
 from PySide2.QtGui import QMovie
 from PySide2.QtWidgets import QMainWindow
 
 from statapp.ui.ui_about_window import Ui_AboutWindow
-from statapp.utils import resource_path
+from statapp.utils import resourcePath, addIcon
 
 if sys.version_info < (3, 8):
     import importlib_metadata
@@ -38,8 +39,8 @@ class AboutWindow(QMainWindow):
         self.ui = Ui_AboutWindow()
         self.ui.setupUi(self)
 
-        image_path = resource_path('ui/images/sticker.gif')
+        gifPath = resourcePath('ui/images/sticker.gif')
-        movie = QMovie(image_path)
+        movie = QMovie(gifPath)
         self.ui.labelgif.setMovie(movie)
         movie.start()
         self.movie = movie
@@ -47,3 +48,5 @@ class AboutWindow(QMainWindow):
 
         version = importlib_metadata.version(__package__ or __name__)
         self.ui.versionLabel.setText(f"Версия: {version}")
+
+        addIcon(self)

statapp/calculations.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -17,35 +17,158 @@
 # You should have received a copy of the GNU General Public License
 # along with this program. If not, see <http://www.gnu.org/licenses/>.
 #
+from dataclasses import dataclass
+
 import numpy as np
 import pandas as pd
+import sympy as sp
+from statapp._vendor.multipolyfit import multipolyfit, getTerms
 
 DIRECT_LINK = 0
 INDIRECT_LINK = 1
 
 
-def generate_x_values(mean, std, typeConnection, y):
+def generateYValues(mean, std, count):
-    yMean = np.mean(y)
+    return np.random.normal(mean, std, size=(count, 1))
+
+
+def generateXValues(mean, std, typeConnection, yColumn):
+    yMean = np.mean(yColumn)
     values = []
-    for cur_y in y:
+    for y in yColumn:
         raz = np.abs(mean - np.random.normal(mean, std))
         if typeConnection == INDIRECT_LINK:
             raz *= -1
-        if cur_y > yMean:
+        if y > yMean:
             x = mean + raz
-        elif cur_y < yMean:
+        elif y < yMean:
             x = mean - raz
         else:
             x = mean
         values.append(x)
-    return np.array(values)
+
+    res = np.array(values)
+    return res.reshape(len(res), 1)
 
 
-def variance_analysis(data):
+def varianceAnalysis(data):
     return np.array([
         [np.mean(col), np.std(col), np.min(col), np.max(col)] for col in data.T
     ])
 
 
-def correlation_analysis(data):
+def correlationAnalysis(data):
     return pd.DataFrame(data).corr().to_numpy()
+
+
+@dataclass()
+class RegressionResult:
+    """
+    Attributes:
+        paramsAndImportance (np.ndarray): Параметры модели. Первая колонка -
+        residualVariance (np.float64): Остаточная дисперсия
+        scaledResidualVariance (np.float64): Остаточная дисперсия (масштабированная)
+        monomials (list): Список одночленов в строковом виде без коэффициентов. Свободный член - c
+    """
+    paramsAndImportance: np.ndarray
+    residualVariance: np.float64
+    scaledResidualVariance: np.float64
+    rSquared: np.float64
+    fStatistic: np.float64
+    monomials: list
+
+
+def commonPolynom(inputData, deg) -> RegressionResult:
+    x = inputData[:, 1:]
+    y = inputData[:, 0]
+    result, powers, data = multipolyfit(x, y, deg, full=True)
+    (out, mse, scaledResidualVariance,
+     rSquared, fStatistic) = calculateStats(data, result[0], result[1], y)
+
+    return RegressionResult(
+        out.to_numpy(),
+        np.float64(mse),
+        np.float64(scaledResidualVariance),
+        np.float64(rSquared),
+        np.float64(fStatistic),
+        ['c' if str(x) == '1' else str(x) for x in getTerms(powers)]
+    )
+
+
+def linearPolynom(inputData) -> RegressionResult:
+    return commonPolynom(inputData, 1)
+
+
+def squaredPolynom(inputData) -> RegressionResult:
+    return commonPolynom(inputData, 2)
+
+
+def calculateStats(data, params, residues, y):
+    # pylint: disable-msg=too-many-locals
+
+    k = len(params)  # Количество оцениваемых параметров (коэффициентов)
+    n = len(data)  # Количество наблюдений
+
+    # Степень свободы (degrees of freedom) для остатков
+    dof = n - k  # Количество наблюдений минус количество оцениваемых параметров
+    # Остаточная дисперсия (Mean Squared Error, MSE)
+    mse = residues / dof
+    # Среднее значение остатков
+    meanResiduals = np.sum(residues) / dof
+    # Масштабированная остаточная дисперсия
+    scaledResidualVariance = residues / meanResiduals ** 2
+    # Ковариационная матрица коэффициентов
+    cov = mse * np.diagonal(np.linalg.inv(data.T @ data))
+    # Стандартные ошибки коэффициентов
+    se = np.sqrt(cov)
+    # T-статистики для каждого коэффициента регрессии
+    tStatistics = params / se
+
+    # R-squared (коэффициент множественной детерминации)
+    sst = np.sum((y - np.mean(y)) ** 2)  # Сумма квадратов отклонений
+    rSquared = 1 - (mse[0] / sst)
+
+    # F-statistic (статистика Фишера)
+    fStatistic = (rSquared / (k - 1)) / ((1 - rSquared) / (n - k))
+
+    out = pd.DataFrame()
+    out[0] = params
+    out[1] = tStatistics
+
+    return out, mse[0], scaledResidualVariance, rSquared, fStatistic
+
+
+def prediction(inputData, result: RegressionResult):
+    inputs = inputData[:, 1:]
+    outputs = inputData[:, 0]
+
+    params = result.paramsAndImportance[:, 0]
+
+    expr = sp.sympify(' '.join(
+        [
+            f'{param}' if m == 'c' else f' + ({param}) * {m}'
+            for param, m in zip(params, result.monomials)
+        ]
+    ))
+
+    results = []
+
+    for y, xValues in zip(outputs, inputs):
+        subsDict = dict(zip(expr.free_symbols, xValues))
+        predictedResult = expr.subs(subsDict)
+        difference = predictedResult - y
+
+        results.append([y, predictedResult, difference, 0.0])
+
+    results = np.array(results, dtype=np.float32)
+
+    # Расчет среднего значения и стандартного отклонения разностей
+    meanDifference = np.mean(results[:, 2])
+    stdDifference = np.std(results[:, 2])
+
+    # Установка флага 1.0, если разность выходит за пределы 3 стандартных отклонений
+    for row in results:
+        if abs(row[2] - meanDifference) > 3 * stdDifference:
+            row[3] = 1.0
+
+    return results

statapp/combo_delegate.py

@@ -0,0 +1,63 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+from PySide2 import QtCore
+from PySide2.QtWidgets import QComboBox, QItemDelegate
+
+
+class ComboDelegate(QItemDelegate):
+    commitData = QtCore.Signal(object)
+    """
+    A delegate that places a fully functioning QComboBox in every
+    cell of the column to which it's applied
+    """
+    def __init__(self, parent, objects, objectNames):
+        """
+        Constructoe
+        :param parent: QTableView parent object
+        :param objects: List of objects to set. i.e. [True, False]
+        :param objectNames: List of Object names to display. i.e. ['True', 'False']
+        """
+        QItemDelegate.__init__(self, parent)
+
+        # objects to sent to the model associated to the combobox. i.e. [True, False]
+        self.objects = objects
+
+        # object description to display in the combobox. i.e. ['True', 'False']
+        self.objectNames = objectNames
+
+    @QtCore.Slot()
+    def currentIndexChanged(self):
+        self.commitData.emit(self.sender())
+
+    def createEditor(self, parent, option, index):
+        combo = QComboBox(parent)
+        combo.addItems(self.objectNames)
+        combo.currentIndexChanged.connect(self.currentIndexChanged)
+        return combo
+
+    def setEditorData(self, editor, index):
+        editor.blockSignals(True)
+        val = index.model().data(index, role=QtCore.Qt.DisplayRole)
+        idx = self.objects.index(val)
+        editor.setCurrentIndex(idx)
+        editor.blockSignals(False)
+
+    def setModelData(self, editor, model, index):
+        model.setData(index, self.objects[editor.currentIndex()], QtCore.Qt.EditRole)

statapp/constants.py

@@ -0,0 +1,20 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+NUMBERS_PRECISION = 5

statapp/correlation_analysis.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -17,21 +17,37 @@
 # You should have received a copy of the GNU General Public License
 # along with this program. If not, see <http://www.gnu.org/licenses/>.
 #
+from PySide2 import QtCore
+from PySide2.QtCore import QSize
+from PySide2.QtGui import QIcon
 from PySide2.QtWidgets import QDialog, QHeaderView
 
-from statapp.calculations import correlation_analysis
+from statapp.calculations import correlationAnalysis
+from statapp.constants import NUMBERS_PRECISION
+from statapp.mathtex_header_view import MathTexHeaderView
 from statapp.models.correlation_analysis_model import CorrelationAnalysisModel
 from statapp.ui.ui_correlation_analysis_window import Ui_CorrelationAnalysisWindow
+from statapp.utils import resourcePath
 
 
-class СorrelationAnalysisWindow(QDialog):
+class CorrelationAnalysisWindow(QDialog):
     def __init__(self, data):
         super().__init__()
         self.ui = Ui_CorrelationAnalysisWindow()
         self.ui.setupUi(self)
 
-        res = correlation_analysis(data)
+        res = correlationAnalysis(data)
-        self.model = CorrelationAnalysisModel(res.round(2))
+        self.model = CorrelationAnalysisModel(res.round(NUMBERS_PRECISION))
         self.ui.tableView.setModel(self.model)
+        self.ui.tableView.setVerticalHeader(
+            MathTexHeaderView(self.ui.tableView)
+        )
+        self.ui.tableView.setHorizontalHeader(
+            MathTexHeaderView(self.ui.tableView,orientation=QtCore.Qt.Horizontal)
+        )
         header = self.ui.tableView.horizontalHeader()
         header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
+
+        icon = QIcon()
+        icon.addFile(resourcePath("ui/images/logo.ico"), QSize(), QIcon.Normal, QIcon.Off)
+        self.setWindowIcon(icon)

statapp/generate_factor_window.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -22,7 +22,7 @@ from PySide2.QtWidgets import QDialog
 
 from statapp.ui.ui_generate_factor_window import Ui_GenerateFactorWindow
 from statapp.models.combobox_model import ComboBoxModel
-
+from statapp.utils import addIcon
 
 DIRECT_LINK = 0
 INDIRECT_LINK = 1
@@ -43,6 +43,8 @@ class GenerateFactorWindow(QDialog):
         self.ui.setupUi(self)
         self.ui.typeComboBox.setModel(self._typeComboBox)
 
+        addIcon(self)
+
     @Slot()
     def on_generatePushButton_clicked(self):
         self.typeConnection = self._typeComboBox.rawData(self.ui.typeComboBox.currentIndex())[0]

statapp/generate_window.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -21,6 +21,7 @@ from PySide2.QtCore import Slot
 from PySide2.QtWidgets import QDialog
 
 from statapp.ui.ui_generate_window import Ui_GenerateWindow
+from statapp.utils import addIcon
 
 
 class GenerateWindow(QDialog):
@@ -32,6 +33,9 @@ class GenerateWindow(QDialog):
         self.ui = Ui_GenerateWindow()
         self.ui.setupUi(self)
 
+        addIcon(self)
+
+
     @Slot()
     def on_generatePushButton_clicked(self):
 

statapp/main_window.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -18,20 +18,25 @@
 # along with this program. If not, see <http://www.gnu.org/licenses/>.
 #
 import numpy as np
-from PySide2.QtCore import Slot, QSize
+from PySide2 import QtCore
-from PySide2.QtGui import QIcon
+from PySide2.QtCore import Slot
-from PySide2.QtWidgets import QMainWindow, QMessageBox, QAction
+from PySide2.QtWidgets import QMainWindow, QMessageBox
 
-from statapp.calculations import generate_x_values
+from statapp.calculations import generateXValues, generateYValues
+from statapp.constants import NUMBERS_PRECISION
 from statapp.generate_factor_window import GenerateFactorWindow
+from statapp.polynoms.linear_polynom_window import LinearPolynomWindow
+from statapp.mathtex_header_view import MathTexHeaderView
 from statapp.models.input_values_model import InputValuesModel
 from statapp.generate_window import GenerateWindow
 from statapp.about_window import AboutWindow
 from statapp.models.fileslc_model import FileSLCModel
+from statapp.polynoms.squared_polynom_window import SquaredPolynomWindow
 from statapp.ui.ui_main_window import Ui_MainWindow
-from statapp.utils import resource_path, buildMessageBox
+from statapp.utils import buildMessageBox, addIcon, FloatDelegate
 from statapp.variance_analysis import VarianceAnalysisWindow
-from statapp.correlation_analysis import СorrelationAnalysisWindow
+from statapp.correlation_analysis import CorrelationAnalysisWindow
+from statapp.polynoms.transform_polynom_window import TransformPolynomWindow
 
 
 class MainWindow(QMainWindow):
@@ -41,26 +46,69 @@ class MainWindow(QMainWindow):
         self.ui = Ui_MainWindow()
         self.ui.setupUi(self)
 
-        icon = QIcon()
+        addIcon(self)
-        icon.addFile(resource_path("ui/images/logo.ico"), QSize(), QIcon.Normal, QIcon.Off)
 
         self.ui.generateXaction.setEnabled(False)
         self.ui.varianceAnalysisAction.setEnabled(False)
         self.ui.correlationAnalisisAction.setEnabled(False)
 
+        self.mainActions = [
+            self.ui.varianceAnalysisAction,
+            self.ui.correlationAnalisisAction,
+            self.ui.linearPolynomAction,
+            self.ui.squaredPolynomAction,
+            self.ui.transformPolynomAction,
+        ]
+
+        self.aboutWindow = None
+
         self.isDataChanged = False
         self.model = InputValuesModel()
         self.fileModel = FileSLCModel()
+        self.ui.tableView.setItemDelegate(FloatDelegate())
         self.ui.tableView.setModel(self.model)
+        self.ui.tableView.setHorizontalHeader(
+            MathTexHeaderView(self.ui.tableView, orientation=QtCore.Qt.Horizontal)
+        )
+        self.model.layoutChanged.connect(self.updateActionsEnabled)
+        self.updateActionsEnabled()
+        #
+        # Для быстрой отладки
+        # n = 10
+        # y = generateYValues(100, 5, n)
+        # x1 = generateXValues(20, 2, 0, y)
+        # x2 = generateXValues(10, 1, 0, y)
+        # self.model.updateAllData(np.concatenate([y, x1, x2], axis=1))
+
+
+    def updateActionsEnabled(self):
+        data = self.model.getData()
+
+        # есть только отклик
+        if data.shape[1] == 1:
+            self.ui.generateXaction.setEnabled(True)
+            self.setEnabledMainActions(False)
+        # есть отклик и фактор(ы)
+        elif data.shape[1] > 1:
+            self.ui.generateXaction.setEnabled(True)
+            self.setEnabledMainActions(True)
+        else:
+            self.ui.generateXaction.setEnabled(False)
+            self.setEnabledMainActions(False)
+
+
+    def setEnabledMainActions(self, enabled):
+        for action in self.mainActions:
+            action.setEnabled(enabled)
 
     @Slot()
     def on_openfileaction_triggered(self):
-        current_data = self.model.getData()
+        currentData = self.model.getData()
         data = np.array([])
-        if current_data.size > 1:
+        if currentData.size > 1:
             file = ''
-            if self.fileModel.file_name:
+            if self.fileModel.fileName:
-                file = '\nФайл сохранения: ' + self.fileModel.file_name
+                file = '\nФайл сохранения: ' + self.fileModel.fileName
 
             msgBox = buildMessageBox \
                 ('Сохранение данных',
@@ -72,6 +120,11 @@ class MainWindow(QMainWindow):
             reply = msgBox.exec_()
             if reply == QMessageBox.StandardButton.Yes:
                 self.fileModel.saveFile(self.model.getData())
+
+                data = self.fileModel.loadFile()
+                if data is not None and data.shape[0] > 0:
+                    self.model.updateAllData(data)
+                    self.isDataChanged = False
             elif reply == QMessageBox.StandardButton.Cancel:
                 return
             else:
@@ -85,18 +138,6 @@ class MainWindow(QMainWindow):
                 self.model.updateAllData(data)
                 self.isDataChanged = False
 
-        if data.shape[1] == 1:
-            self.ui.generateXaction.setEnabled(True)
-            self.ui.varianceAnalysisAction.setEnabled(False)
-            self.ui.correlationAnalisisAction.setEnabled(False)
-        elif data.shape[1] > 1:
-            self.ui.generateXaction.setEnabled(True)
-            self.ui.varianceAnalysisAction.setEnabled(True)
-            self.ui.correlationAnalisisAction.setEnabled(True)
-        else:
-            self.ui.generateXaction.setEnabled(False)
-            self.ui.varianceAnalysisAction.setEnabled(False)
-            self.ui.correlationAnalisisAction.setEnabled(False)
 
     @Slot()
     def on_savefileaction_triggered(self):
@@ -110,11 +151,11 @@ class MainWindow(QMainWindow):
     @Slot()
     def on_generateYaction_triggered(self):
         gw = GenerateWindow()
+
         if gw.exec():
-            y = np.random.normal(gw.mat, gw.deviation, size=(gw.count, 1))
+            y = generateYValues(gw.mat, gw.deviation, gw.count)
-            self.model.updateAllData(y.round(2))
+            self.model.updateAllData(y.round(NUMBERS_PRECISION))
             self.isDataChanged = True
-            self.ui.generateXaction.setEnabled(True)
 
     @Slot()
     def on_generateXaction_triggered(self):
@@ -123,25 +164,15 @@ class MainWindow(QMainWindow):
         if gfw.exec():
             data = self.model.getData()
             y = self.model.getY()
-            x_arr = generate_x_values(gfw.mat, gfw.deviation, gfw.typeConnection, y)
+            xValues = generateXValues(gfw.mat, gfw.deviation, gfw.typeConnection, y)
-            x_arr = x_arr.reshape(len(x_arr), 1).round(2)
+            data = np.concatenate((data, xValues.round(NUMBERS_PRECISION)), axis=1)
-            # dd = dd.reshape(len(dd), 1)
-            data = np.concatenate((data, x_arr), axis=1)
             self.model.updateAllData(data)
-            self.ui.varianceAnalysisAction.setEnabled(True)
-            self.ui.correlationAnalisisAction.setEnabled(True)
             self.isDataChanged = True
 
     @Slot()
     def on_aboutmenuaction_triggered(self):
-        global about_window
+        self.aboutWindow = AboutWindow()
-        about_window = AboutWindow()
+        self.aboutWindow.show()
-
-        icon = QIcon()
-        icon.addFile(resource_path("ui/images/logo.ico"), QSize(), QIcon.Normal, QIcon.Off)
-        about_window.setWindowIcon(icon)
-
-        about_window.show()
 
     @Slot()
     def on_varianceAnalysisAction_triggered(self):
@@ -150,14 +181,29 @@ class MainWindow(QMainWindow):
 
     @Slot()
     def on_correlationAnalisisAction_triggered(self):
-        dw = СorrelationAnalysisWindow(self.model.getData())
+        dw = CorrelationAnalysisWindow(self.model.getData())
+        dw.exec()
+
+    @Slot()
+    def on_linearPolynomAction_triggered(self):
+        dw = LinearPolynomWindow(self.model.getData())
+        dw.exec()
+
+    @Slot()
+    def on_squaredPolynomAction_triggered(self):
+        dw = SquaredPolynomWindow(self.model.getData())
+        dw.exec()
+
+    @Slot()
+    def on_transformPolynomAction_triggered(self):
+        dw = TransformPolynomWindow(self.model.getData())
         dw.exec()
 
     def closeEvent(self, event):
         if self.isDataChanged:
             file = ''
-            if self.fileModel.file_name:
+            if self.fileModel.fileName:
-                file = '\nФайл сохранения: ' + self.fileModel.file_name
+                file = '\nФайл сохранения: ' + self.fileModel.fileName
 
             msgBox = buildMessageBox \
                 ('Завершение работы',

statapp/mathtex_header_view.py

@@ -0,0 +1,107 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+import matplotlib.pyplot as plt
+import matplotlib as mpl
+import sympy
+from PySide2 import QtCore, QtGui
+from PySide2.QtCore import Qt
+from PySide2.QtWidgets import QHeaderView, QStyleOptionHeader, QStyle
+from matplotlib.backends.backend_agg import FigureCanvasAgg
+
+# Основано на https://stackoverflow.com/questions/32035251/
+
+plt.rc('mathtext', fontset='cm')
+
+
+def mathTexToQPixMap(mathTex, fs):
+    # ---- set up a mpl figure instance ----
+    fig = mpl.figure.Figure()
+    fig.patch.set_facecolor('none')
+    fig.set_canvas(FigureCanvasAgg(fig))
+    renderer = fig.canvas.get_renderer()
+    # ---- plot the mathTex expression ----
+    ax = fig.add_axes([0, 0, 1, 1])
+    ax.axis('off')
+    ax.patch.set_facecolor('none')
+    t = ax.text(0, 0, f'${mathTex}$', ha='left', va='bottom', fontsize=fs)
+    # ---- fit figure size to text artist ----
+    fWidth, fHeight = fig.get_size_inches()
+    figBBox = fig.get_window_extent(renderer)
+    textBBox = t.get_window_extent(renderer)
+    tightFWidth = textBBox.width * fWidth / figBBox.width
+    tightFHeight = textBBox.height * fHeight / figBBox.height
+    fig.set_size_inches(tightFWidth, tightFHeight)
+    # ---- convert mpl figure to QPixmap ----
+    buf, size = fig.canvas.print_to_buffer()
+
+    return QtGui.QPixmap(
+        QtGui.QImage.rgbSwapped(
+            QtGui.QImage(
+                buf, size[0], size[1], QtGui.QImage.Format_ARGB32
+            )
+        )
+    )
+
+
+class CacheQPixMap(dict):
+    def get(self, __key):
+        v = super().get(__key)
+        if v is None:
+            v = mathTexToQPixMap(sympy.latex(sympy.sympify(__key)), 14)
+            super().__setitem__(__key, v)
+        return v
+
+
+class MathTexHeaderView(QHeaderView):
+    def __init__(self, view, orientation=QtCore.Qt.Vertical):
+        super().__init__(orientation, view)
+
+        if orientation == QtCore.Qt.Vertical:
+            self.setStyleSheet(
+                "QHeaderView::section { padding-left: 15px; padding-right: 15px }"
+            )
+
+        self.converter = CacheQPixMap()
+
+    def paintSection(self, painter, rect, logicalIndex):
+        opt = QStyleOptionHeader()
+        self.initStyleOption(opt)
+
+        opt.rect = rect
+        opt.section = logicalIndex
+        opt.text = ""
+
+        mousePos = self.mapFromGlobal(QtGui.QCursor.pos())
+        if rect.contains(mousePos):
+            opt.state |= QStyle.State_MouseOver
+
+        painter.save()
+        self.style().drawControl(QStyle.CE_Header, opt, painter, self)
+        painter.restore()
+
+        data = self.model().headerData(logicalIndex, self.orientation(), Qt.DisplayRole)
+
+        if data:
+            qPixMap = self.converter.get(data)
+            xPix = (rect.width() - qPixMap.size().width()) / 2. + rect.x()
+            yPix = (rect.height() - qPixMap.size().height()) / 2. + rect.y()
+            rect = QtCore.QRect(xPix, yPix, qPixMap.size().width(),
+                                qPixMap.size().height())
+            painter.drawPixmap(rect, qPixMap)

statapp/models/combobox_model.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).

statapp/models/correlation_analysis_model.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -20,7 +20,7 @@
 from PySide2.QtCore import QModelIndex, Qt
 
 from statapp.models.ro_table_model import ROTableModel
-from statapp.models.utils import yx_header
+from statapp.models.utils import yxHeader
 
 
 class CorrelationAnalysisModel(ROTableModel):
@@ -28,15 +28,12 @@ class CorrelationAnalysisModel(ROTableModel):
         super().__init__(data)
 
     def getHorizontalHeader(self):
-        return yx_header(self.columnCount(QModelIndex()))
+        return yxHeader(self.columnCount(QModelIndex()))
 
     def getVerticalHeader(self):
-        return yx_header(self.rowCount(QModelIndex()))
+        return yxHeader(self.rowCount(QModelIndex()))
 
     def data(self, index, role):
-        if role == Qt.DisplayRole:
+        if role == Qt.DisplayRole and index.column() <= index.row():
-            if (index.column() <= index.row()):
+            return super().data(index, role)
-                return float(self._data[index.row(), index.column()])
-            else:
-                None
         return None

statapp/models/editable_table_model.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -43,7 +43,7 @@ class EditableTableModel(ROTableModel):
         return False
 
     def data(self, index, role):
-        if role == Qt.DisplayRole or role == Qt.EditRole:
+        if role in (Qt.DisplayRole, Qt.EditRole):
-            return float(self._data[index.row(), index.column()])
+            return super().data(index, Qt.DisplayRole)
 
         return None

statapp/models/fileslc_model.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -20,34 +20,66 @@
 import numpy as np
 from PySide2.QtWidgets import QFileDialog, QMessageBox
 
+from statapp.constants import NUMBERS_PRECISION
+from statapp.utils import buildMessageBox
+
 
 class FileSLCModel:
     def __init__(self):
         super().__init__()
-        self.file_name = None
+        self.fileName = None
 
     def saveFile(self, data):
-        if not self.file_name:
+        # pylint: disable=duplicate-code
-            self.file_name, _ = QFileDialog.getSaveFileName(None, "Сохранить файл", "", "Text Files (*.txt);;CSV Files (*.csv)")
+
-        if self.file_name:
+        if self.fileName:
-            np.savetxt(self.file_name, data, delimiter=",")
+            file = '\nФайл сохранения: ' + self.fileName
-            return True
+
+            msgBox = buildMessageBox \
+                ('Сохранение данных',
+                 "Сохранить данные в текущий файл?" + file,
+                 QMessageBox.Question,
+                 QMessageBox.Yes | QMessageBox.No | QMessageBox.Cancel,
+                 QMessageBox.Cancel)
+
+            reply = msgBox.exec_()
+            if reply == QMessageBox.StandardButton.Yes:
+                np.savetxt(self.fileName, data, delimiter=",", fmt='%10.5f')
+                return True
+            if reply == QMessageBox.StandardButton.No:
+                self.fileName, _ = QFileDialog.getSaveFileName(
+                    None, "Сохранить файл", "", "Text Files (*.txt);;CSV Files (*.csv)"
+                )
+                if self.fileName:
+                    np.savetxt(self.fileName, data, delimiter=",", fmt='%10.5f')
+                    return True
+        else:
+            self.fileName, _ = QFileDialog.getSaveFileName(
+                None, "Сохранить файл", "", "Text Files (*.txt);;CSV Files (*.csv)"
+            )
+            if self.fileName:
+                np.savetxt(self.fileName, data, delimiter=",", fmt=f"%.{NUMBERS_PRECISION}f")
+                return True
         return False
 
     def loadFile(self):
-        self.file_name, _ = QFileDialog.getOpenFileName(None, "Загрузить файл", "", "Files (*.txt *.csv)")
+        self.fileName, _ = QFileDialog.getOpenFileName(
-        if self.file_name:
+            None, "Загрузить файл", "", "Files (*.txt *.csv)"
+        )
+
+        if self.fileName:
             try:
-                content = np.genfromtxt(self.file_name, delimiter=',', invalid_raise=True, ndmin=2)
+                content = np.genfromtxt(self.fileName, delimiter=',', invalid_raise=True, ndmin=2)
-            except ValueError as e:
+            except ValueError:
                 QMessageBox.warning \
                     (None,
                     'Ошибка',
                     "Ошибка чтения файла!\nФайл нельзя открыть или файл неверного формата")
-                self.file_name = None
+                self.fileName = None
                 return None
             return content
 
+        return None
+
     def closeFile(self):
-        self.file_name = None
+        self.fileName = None
-        pass

statapp/models/input_values_model.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -18,10 +18,10 @@
 # along with this program. If not, see <http://www.gnu.org/licenses/>.
 #
 import numpy as np
-from PySide2.QtCore import Qt, QModelIndex
+from PySide2.QtCore import QModelIndex
 
 from statapp.models.editable_table_model import EditableTableModel
-from statapp.models.utils import yx_header
+from statapp.models.utils import yxHeader
 
 
 class InputValuesModel(EditableTableModel):
@@ -29,7 +29,7 @@ class InputValuesModel(EditableTableModel):
         super().__init__(data)
 
     def getHorizontalHeader(self):
-        return yx_header(self.columnCount(QModelIndex()))
+        return yxHeader(self.columnCount(QModelIndex()))
 
     def getY(self):
         return self._data[:, 0]

statapp/models/prediction_table_model.py

@@ -0,0 +1,33 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+from PySide2.QtCore import Qt
+
+from statapp.models.ro_table_model import ROTableModel
+
+
+class PreditionTableModel(ROTableModel):
+    def getHorizontalHeader(self):
+        return ['Отклик', 'Прогноз', 'Отклонение', '1-3 сигмовые зоны']
+
+    def data(self, index, role):
+        if role == Qt.DisplayRole and index.column() == 3:
+            value = super().data(index, role)
+            return 'x' if value == 1 else ''
+        return super().data(index, role)

statapp/models/regression_result_model.py

@@ -0,0 +1,34 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+from statapp.calculations import RegressionResult
+from statapp.models.ro_table_model import ROTableModel
+
+
+class RegressionResultModel(ROTableModel):
+    def __init__(self, result: RegressionResult):
+        data = result.paramsAndImportance
+        super().__init__(data)
+        self._monomials = result.monomials
+
+    def getHorizontalHeader(self):
+        return ['Коэффициент регрессии', 'Коэффициент значимости']
+
+    def getVerticalHeader(self):
+        return self._monomials

statapp/models/ro_table_model.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -17,12 +17,11 @@
 # You should have received a copy of the GNU General Public License
 # along with this program. If not, see <http://www.gnu.org/licenses/>.
 #
-import PySide2
 import numpy as np
 from PySide2 import QtCore
 from PySide2.QtCore import Qt
 
-from statapp.utils import safe_list_get
+from statapp.utils import safeListGet
 
 
 class ROTableModel(QtCore.QAbstractTableModel):
@@ -55,7 +54,7 @@ class ROTableModel(QtCore.QAbstractTableModel):
 
     def headerData(self, section: int, orientation: Qt.Orientation, role: int = ...):
         if role == Qt.DisplayRole:
-            return safe_list_get(self._headers[orientation](), section, None)
+            return safeListGet(self._headers[orientation](), section, None)
 
         return None
 

statapp/models/transform_polynom_model.py

@@ -0,0 +1,74 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+import numpy as np
+from PySide2.QtCore import Qt
+
+from statapp.models.editable_table_model import EditableTableModel
+from statapp.models.regression_result_model import RegressionResultModel
+
+def defaultX(x):
+    return x
+
+TRANSFORMS = {
+    '-': defaultX,
+    'sin(x)': np.sin,
+    'cos(x)': np.cos,
+    'log(x)': np.log,
+    'exp(x)': np.exp,
+}
+
+class TransformPolynomModel(RegressionResultModel, EditableTableModel):
+
+    def __init__(self, result):
+        self._monomials = None
+        super().__init__(result)
+        n = result.paramsAndImportance.shape[0]
+
+        self._transforms = ['-'] * n
+
+    def columnCount(self, index):
+        return 3
+
+    def updateAllData(self, data):
+        d = data.paramsAndImportance
+        self._monomials = data.monomials
+        super().updateAllData(d)
+
+    def flags(self, index):
+        if index.column() == 0 and index.row() != 0:
+            return EditableTableModel.flags(self, index)
+        return RegressionResultModel.flags(self, index)
+
+    def data(self, index, role):
+        if role == Qt.DisplayRole and index.column() == 0:
+            return self._transforms[index.row()]
+        return super().data(index, role)
+
+    def setData(self, index, value, role):
+        if role == Qt.EditRole and index.column() == 0:
+            self._transforms[index.row()] = value
+            topLeftIndex = self.createIndex(index.row(), 0)
+            bottomRightIndex = self.createIndex(index.row(), 0)
+            self.dataChanged.emit(topLeftIndex, bottomRightIndex)
+            return True
+        return super().setData(index, value, role)
+
+    def getHorizontalHeader(self):
+        return ['Преобразования'] + super().getHorizontalHeader()

statapp/models/utils.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -17,5 +17,5 @@
 # You should have received a copy of the GNU General Public License
 # along with this program. If not, see <http://www.gnu.org/licenses/>.
 #
-def yx_header(count):
+def yxHeader(count):
-    return ['Y'] + [f'X{i}' for i in range(1, count)]
+    return ['y'] + [f'x{i}' for i in range(1, count)]

statapp/models/variance_analysis_model.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -20,7 +20,7 @@
 from PySide2.QtCore import QModelIndex
 
 from statapp.models.ro_table_model import ROTableModel
-from statapp.models.utils import yx_header
+from statapp.models.utils import yxHeader
 
 
 class VarianceAnalysisModel(ROTableModel):
@@ -31,4 +31,4 @@ class VarianceAnalysisModel(ROTableModel):
         return ['Мат. ожидание', 'Среднекв. отклонение', 'Минимум', 'Максимум']
 
     def getVerticalHeader(self):
-        return yx_header(self.rowCount(QModelIndex()))
+        return yxHeader(self.rowCount(QModelIndex()))

statapp/polynoms/linear_polynom_window.py

@@ -0,0 +1,27 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+from statapp.calculations import linearPolynom
+from statapp.polynoms.polynom_window import PolynomWindow
+
+
+class LinearPolynomWindow(PolynomWindow):
+    def __init__(self, data):
+        result = linearPolynom(data)
+        super().__init__(data, result, "Линейный полином")

statapp/polynoms/polynom_window.py

@@ -0,0 +1,89 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+import numpy as np
+from PySide2.QtWidgets import QDialog, QHeaderView
+import matplotlib
+from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg
+from matplotlib.figure import Figure
+
+from statapp.calculations import prediction
+from statapp.mathtex_header_view import MathTexHeaderView
+from statapp.models.prediction_table_model import PreditionTableModel
+from statapp.models.regression_result_model import RegressionResultModel
+from statapp.ui.ui_polynom_window import Ui_PolynomWindow
+from statapp.utils import addIcon, FloatDelegate
+
+
+matplotlib.use('Qt5Agg')
+
+class MplCanvas(FigureCanvasQTAgg):
+
+    def __init__(self, parent=None, width=5, height=4, dpi=100):
+        fig = Figure(figsize=(width, height), dpi=dpi)
+        self.axes = fig.add_subplot()
+        super().__init__(fig)
+
+class PolynomWindow(QDialog):
+    def __init__(self, data, result, windowTitle):
+        super().__init__()
+        self.ui = Ui_PolynomWindow()
+        self.ui.setupUi(self)
+        addIcon(self)
+        self.setWindowTitle(windowTitle)
+
+        self.model = RegressionResultModel(result)
+        self.ui.tableView.setItemDelegate(FloatDelegate())
+        self.ui.tableView.setModel(self.model)
+        self.ui.tableView.setVerticalHeader(MathTexHeaderView(self.ui.tableView))
+        header = self.ui.tableView.horizontalHeader()
+        header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
+
+        self.ui.residualVarianceValueLabel.setText(str(result.residualVariance))
+        self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance))
+        self.ui.fStatisticValueLabel.setText(str(result.fStatistic))
+        self.ui.rSquaredValueLabel.setText(str(result.scaledResidualVariance))
+
+        predictionResult = prediction(data, result)
+
+        self.predictionModel = PreditionTableModel(predictionResult)
+        self.ui.predictionTableView.setModel(self.predictionModel)
+        header = self.ui.predictionTableView.horizontalHeader()
+        header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
+
+        sc = MplCanvas(self, width=5, height=4, dpi=100)
+
+        xAxes = np.array(range(len(data[:, 0])))
+
+        realY = predictionResult[:, 0]
+        calculatedY = predictionResult[:, 1]
+
+        print(xAxes)
+        print(realY)
+        print(calculatedY)
+
+        sc.axes.scatter(xAxes, realY)
+
+        # xnew = np.linspace(xAxes.min(), xAxes.max(), 300)
+        # gfg = scipy.interpolate.make_interp_spline(xAxes, y, k=3)
+        # y_new = gfg(xnew)
+
+        sc.axes.plot(xAxes, calculatedY)
+
+        self.ui.plotContainer.addWidget(sc)

statapp/polynoms/squared_polynom_window.py

@@ -0,0 +1,27 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+from statapp.calculations import squaredPolynom
+from statapp.polynoms.polynom_window import PolynomWindow
+
+
+class SquaredPolynomWindow(PolynomWindow):
+    def __init__(self, data):
+        result = squaredPolynom(data)
+        super().__init__(data, result, "Квадратичный полином")

statapp/polynoms/transform_polynom_window.py

@@ -0,0 +1,114 @@
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+import numpy as np
+from PySide2.QtCore import Qt
+from PySide2.QtWidgets import QDialog, QHeaderView
+
+from statapp.calculations import linearPolynom, prediction
+from statapp.combo_delegate import ComboDelegate
+from statapp.mathtex_header_view import MathTexHeaderView
+from statapp.models.prediction_table_model import PreditionTableModel
+from statapp.models.transform_polynom_model import TransformPolynomModel, TRANSFORMS
+from statapp.polynoms.polynom_window import MplCanvas
+from statapp.ui.ui_polynom_window import Ui_PolynomWindow
+from statapp.utils import addIcon
+
+
+class TransformPolynomWindow(QDialog):
+    def __init__(self, data):
+        super().__init__()
+        self.ui = Ui_PolynomWindow()
+        self.ui.setupUi(self)
+        addIcon(self)
+        self.setWindowTitle("Преобразования")
+
+        self.data = data
+        result = linearPolynom(data)
+
+        predictionResult = prediction(data, result)
+        self.predictionModel = PreditionTableModel(predictionResult)
+        self.ui.predictionTableView.setModel(self.predictionModel)
+        header = self.ui.predictionTableView.horizontalHeader()
+        header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
+
+        self.sc = MplCanvas(self, width=5, height=4, dpi=100)
+        xAxes = np.array(range(len(data[:, 0])))
+        realY = predictionResult[:, 0]
+        calculatedY = predictionResult[:, 1]
+        self.sc.axes.scatter(xAxes, realY)
+        self.sc.axes.plot(xAxes, calculatedY)
+        self.ui.plotContainer.addWidget(self.sc)
+
+        # Создание столбца из нулей
+        zeroCol = np.zeros((result.paramsAndImportance.shape[0], 1))
+        # Добавление столбца к исходному массиву
+        result.paramsAndImportance = np.column_stack((zeroCol, result.paramsAndImportance))
+
+        # self.ui.tableView.setItemDelegate(FloatDelegate())
+        self.ui.tableView.setItemDelegate(
+            ComboDelegate(
+                self.ui.tableView,
+                list(TRANSFORMS.keys()),
+                list(TRANSFORMS.keys()),
+            )
+        )
+        self.model = TransformPolynomModel(result)
+        self.ui.tableView.setModel(self.model)
+        self.ui.tableView.setVerticalHeader(MathTexHeaderView(self.ui.tableView))
+        header = self.ui.tableView.horizontalHeader()
+        header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
+
+        self.ui.residualVarianceValueLabel.setText(str(result.residualVariance))
+        self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance))
+        self.ui.fStatisticValueLabel.setText(str(result.fStatistic))
+        self.ui.rSquaredValueLabel.setText(str(result.scaledResidualVariance))
+
+        self.model.dataChanged.connect(self.on_data_changed)
+
+    def on_data_changed(self):
+        data = np.copy(self.data)
+        print(len(data[0:]))
+        for i in range(len(data[0:])):
+            for j in range(1, len(data[i])):
+                tr = self.model.data(self.model.createIndex(j, 0), Qt.DisplayRole)
+                data[i][j] = TRANSFORMS[tr](data[i][j])
+
+        self.rebuildData(data)
+
+    def rebuildData(self, data):
+        result = linearPolynom(data)
+        predictionResult = prediction(data, result)
+        self.predictionModel.updateAllData(predictionResult)
+        self.ui.plotContainer.removeWidget(self.sc)
+        self.sc = MplCanvas(self, width=5, height=4, dpi=100)
+        xAxes = np.array(range(len(data[:, 0])))
+        realY = predictionResult[:, 0]
+        calculatedY = predictionResult[:, 1]
+        self.sc.axes.scatter(xAxes, realY)
+        self.sc.axes.plot(xAxes, calculatedY)
+        self.ui.plotContainer.addWidget(self.sc)
+
+        zeroCol = np.zeros((result.paramsAndImportance.shape[0], 1))
+        result.paramsAndImportance = np.column_stack((zeroCol, result.paramsAndImportance))
+        self.model.updateAllData(result)
+        self.ui.residualVarianceValueLabel.setText(str(result.residualVariance))
+        self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance))
+        self.ui.fStatisticValueLabel.setText(str(result.fStatistic))
+        self.ui.rSquaredValueLabel.setText(str(result.scaledResidualVariance))

statapp/ui/generate_factor_window.ui

@@ -71,6 +71,9 @@
          <pointsize>12</pointsize>
         </font>
        </property>
+       <property name="decimals">
+        <number>5</number>
+       </property>
        <property name="maximum">
         <double>1000000.000000000000000</double>
        </property>
@@ -83,6 +86,9 @@
          <pointsize>12</pointsize>
         </font>
        </property>
+       <property name="decimals">
+        <number>5</number>
+       </property>
        <property name="maximum">
         <double>1000000.000000000000000</double>
        </property>

statapp/ui/generate_window.ui

@@ -44,6 +44,9 @@
      </item>
      <item row="1" column="1">
       <widget class="QDoubleSpinBox" name="matSpinBox">
+       <property name="decimals">
+        <number>5</number>
+       </property>
        <property name="maximum">
         <double>1000000.000000000000000</double>
        </property>
@@ -68,6 +71,9 @@
      </item>
      <item row="2" column="1">
       <widget class="QDoubleSpinBox" name="deviationSpinBox">
+       <property name="decimals">
+        <number>5</number>
+       </property>
        <property name="maximum">
         <double>1000000.000000000000000</double>
        </property>

statapp/ui/main_window.ui

@@ -69,6 +69,9 @@
     <property name="title">
      <string>Моделирование</string>
     </property>
+    <addaction name="linearPolynomAction"/>
+    <addaction name="squaredPolynomAction"/>
+    <addaction name="transformPolynomAction"/>
    </widget>
    <widget class="QMenu" name="helpmenu">
     <property name="title">
@@ -123,6 +126,21 @@
     <string>Корреляционный анализ</string>
    </property>
   </action>
+  <action name="linearPolynomAction">
+   <property name="text">
+    <string>Линейный полином</string>
+   </property>
+  </action>
+  <action name="squaredPolynomAction">
+   <property name="text">
+    <string>Квадратичный полином</string>
+   </property>
+  </action>
+  <action name="transformPolynomAction">
+   <property name="text">
+    <string>Преобразования</string>
+   </property>
+  </action>
  </widget>
  <resources/>
  <connections/>

statapp/ui/polynom_window.ui

@@ -0,0 +1,139 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>PolynomWindow</class>
+ <widget class="QDialog" name="PolynomWindow">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>537</width>
+    <height>444</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>Полином</string>
+  </property>
+  <layout class="QGridLayout" name="gridLayout_2">
+   <item row="0" column="6">
+    <widget class="QTabWidget" name="tabWidget">
+     <property name="currentIndex">
+      <number>0</number>
+     </property>
+     <widget class="QWidget" name="model">
+      <attribute name="title">
+       <string>Модель</string>
+      </attribute>
+      <layout class="QGridLayout" name="gridLayout_3">
+       <item row="0" column="0">
+        <layout class="QGridLayout" name="gridLayout">
+         <item row="1" column="3">
+          <widget class="QTableView" name="tableView">
+           <attribute name="horizontalHeaderMinimumSectionSize">
+            <number>40</number>
+           </attribute>
+           <attribute name="verticalHeaderMinimumSectionSize">
+            <number>40</number>
+           </attribute>
+           <attribute name="verticalHeaderDefaultSectionSize">
+            <number>40</number>
+           </attribute>
+          </widget>
+         </item>
+         <item row="2" column="3">
+          <layout class="QGridLayout" name="polynomResult">
+           <property name="topMargin">
+            <number>10</number>
+           </property>
+           <item row="0" column="1">
+            <widget class="QLabel" name="residualVarianceValueLabel">
+             <property name="text">
+              <string>undefined</string>
+             </property>
+            </widget>
+           </item>
+           <item row="1" column="1">
+            <widget class="QLabel" name="scaledResidualVarianceValueLabel">
+             <property name="text">
+              <string>undefined</string>
+             </property>
+            </widget>
+           </item>
+           <item row="2" column="0">
+            <widget class="QLabel" name="fStatisticLabel">
+             <property name="text">
+              <string>F1 - отношение Фишера</string>
+             </property>
+            </widget>
+           </item>
+           <item row="0" column="0">
+            <widget class="QLabel" name="residualVarianceLabel">
+             <property name="text">
+              <string>Остаточная дисперсия:</string>
+             </property>
+            </widget>
+           </item>
+           <item row="1" column="0">
+            <widget class="QLabel" name="scaledResidualVarianceLabel">
+             <property name="text">
+              <string>Остаточная дисперсия (масштабированная):</string>
+             </property>
+            </widget>
+           </item>
+           <item row="3" column="0">
+            <widget class="QLabel" name="rSquaredLabel">
+             <property name="text">
+              <string>Коэффициент множественной дереминизации</string>
+             </property>
+            </widget>
+           </item>
+           <item row="2" column="1">
+            <widget class="QLabel" name="fStatisticValueLabel">
+             <property name="text">
+              <string>undefined</string>
+             </property>
+            </widget>
+           </item>
+           <item row="3" column="1">
+            <widget class="QLabel" name="rSquaredValueLabel">
+             <property name="text">
+              <string>undefined</string>
+             </property>
+            </widget>
+           </item>
+          </layout>
+         </item>
+        </layout>
+       </item>
+      </layout>
+     </widget>
+     <widget class="QWidget" name="prediction">
+      <attribute name="title">
+       <string>Прогноз</string>
+      </attribute>
+      <layout class="QGridLayout" name="gridLayout_4">
+       <item row="0" column="0">
+        <widget class="QTableView" name="predictionTableView">
+         <attribute name="verticalHeaderVisible">
+          <bool>false</bool>
+         </attribute>
+        </widget>
+       </item>
+      </layout>
+     </widget>
+     <widget class="QWidget" name="tab">
+      <attribute name="title">
+       <string>График</string>
+      </attribute>
+      <layout class="QGridLayout" name="gridLayout_5">
+       <item row="0" column="0">
+        <layout class="QGridLayout" name="plotContainer"/>
+       </item>
+      </layout>
+     </widget>
+    </widget>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections/>
+</ui>

statapp/ui/ui_about_window.py

@@ -1,6 +1,6 @@
 # -*- coding: utf-8 -*-
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).

statapp/ui/ui_correlation_analysis_window.py

@@ -1,6 +1,6 @@
 # -*- coding: utf-8 -*-
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).

statapp/ui/ui_generate_factor_window.py

@@ -1,6 +1,6 @@
 # -*- coding: utf-8 -*-
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -71,6 +71,7 @@ class Ui_GenerateFactorWindow(object):
         self.matSpinBox = QDoubleSpinBox(GenerateFactorWindow)
         self.matSpinBox.setObjectName(u"matSpinBox")
         self.matSpinBox.setFont(font)
+        self.matSpinBox.setDecimals(5)
         self.matSpinBox.setMaximum(1000000.000000000000000)
 
         self.gridLayout.addWidget(self.matSpinBox, 1, 1, 1, 1)
@@ -78,6 +79,7 @@ class Ui_GenerateFactorWindow(object):
         self.deviationSpinBox = QDoubleSpinBox(GenerateFactorWindow)
         self.deviationSpinBox.setObjectName(u"deviationSpinBox")
         self.deviationSpinBox.setFont(font)
+        self.deviationSpinBox.setDecimals(5)
         self.deviationSpinBox.setMaximum(1000000.000000000000000)
 
         self.gridLayout.addWidget(self.deviationSpinBox, 2, 1, 1, 1)

statapp/ui/ui_generate_window.py

@@ -1,6 +1,6 @@
 # -*- coding: utf-8 -*-
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -62,6 +62,7 @@ class Ui_GenerateWindow(object):
 
         self.matSpinBox = QDoubleSpinBox(GenerateWindow)
         self.matSpinBox.setObjectName(u"matSpinBox")
+        self.matSpinBox.setDecimals(5)
         self.matSpinBox.setMaximum(1000000.000000000000000)
 
         self.gridLayout.addWidget(self.matSpinBox, 1, 1, 1, 1)
@@ -80,6 +81,7 @@ class Ui_GenerateWindow(object):
 
         self.deviationSpinBox = QDoubleSpinBox(GenerateWindow)
         self.deviationSpinBox.setObjectName(u"deviationSpinBox")
+        self.deviationSpinBox.setDecimals(5)
         self.deviationSpinBox.setMaximum(1000000.000000000000000)
 
         self.gridLayout.addWidget(self.deviationSpinBox, 2, 1, 1, 1)

statapp/ui/ui_main_window.py

@@ -1,6 +1,6 @@
 # -*- coding: utf-8 -*-
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -54,6 +54,12 @@ class Ui_MainWindow(object):
         self.varianceAnalysisAction.setObjectName(u"varianceAnalysisAction")
         self.correlationAnalisisAction = QAction(MainWindow)
         self.correlationAnalisisAction.setObjectName(u"correlationAnalisisAction")
+        self.linearPolynomAction = QAction(MainWindow)
+        self.linearPolynomAction.setObjectName(u"linearPolynomAction")
+        self.squaredPolynomAction = QAction(MainWindow)
+        self.squaredPolynomAction.setObjectName(u"squaredPolynomAction")
+        self.transformPolynomAction = QAction(MainWindow)
+        self.transformPolynomAction.setObjectName(u"transformPolynomAction")
         self.centralwidget = QWidget(MainWindow)
         self.centralwidget.setObjectName(u"centralwidget")
         self.gridLayout = QGridLayout(self.centralwidget)
@@ -101,6 +107,9 @@ class Ui_MainWindow(object):
         self.generatemenu.addAction(self.generateXaction)
         self.analyzemenu.addAction(self.varianceAnalysisAction)
         self.analyzemenu.addAction(self.correlationAnalisisAction)
+        self.modelmenu.addAction(self.linearPolynomAction)
+        self.modelmenu.addAction(self.squaredPolynomAction)
+        self.modelmenu.addAction(self.transformPolynomAction)
         self.helpmenu.addAction(self.aboutmenuaction)
 
         self.retranslateUi(MainWindow)
@@ -118,6 +127,9 @@ class Ui_MainWindow(object):
         self.closefileaction.setText(QCoreApplication.translate("MainWindow", u"\u0417\u0430\u043a\u0440\u044b\u0442\u044c", None))
         self.varianceAnalysisAction.setText(QCoreApplication.translate("MainWindow", u"\u0414\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u043e\u043d\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437", None))
         self.correlationAnalisisAction.setText(QCoreApplication.translate("MainWindow", u"\u041a\u043e\u0440\u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437", None))
+        self.linearPolynomAction.setText(QCoreApplication.translate("MainWindow", u"\u041b\u0438\u043d\u0435\u0439\u043d\u044b\u0439 \u043f\u043e\u043b\u0438\u043d\u043e\u043c", None))
+        self.squaredPolynomAction.setText(QCoreApplication.translate("MainWindow", u"\u041a\u0432\u0430\u0434\u0440\u0430\u0442\u0438\u0447\u043d\u044b\u0439 \u043f\u043e\u043b\u0438\u043d\u043e\u043c", None))
+        self.transformPolynomAction.setText(QCoreApplication.translate("MainWindow", u"\u041f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f", None))
         self.label.setText(QCoreApplication.translate("MainWindow", u"\u0421\u0422\u0410\u0422\u0418\u0421\u0422\u0418\u0427\u0415\u0421\u041a\u0418\u0415 \u0414\u0410\u041d\u041d\u042b\u0415", None))
         self.filemenu.setTitle(QCoreApplication.translate("MainWindow", u"\u0424\u0430\u0439\u043b", None))
         self.generatemenu.setTitle(QCoreApplication.translate("MainWindow", u"\u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0435\u0439", None))

statapp/ui/ui_polynom_window.py

@@ -0,0 +1,155 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
+#
+# This file is part of Statapp
+# (see https://github.com/shizand/statapp).
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program. If not, see <http://www.gnu.org/licenses/>.
+#
+
+
+################################################################################
+## Form generated from reading UI file 'polynom_window.ui'
+##
+## Created by: Qt User Interface Compiler version 5.15.2
+##
+## WARNING! All changes made in this file will be lost when recompiling UI file!
+################################################################################
+
+from PySide2.QtCore import *
+from PySide2.QtGui import *
+from PySide2.QtWidgets import *
+
+
+class Ui_PolynomWindow(object):
+    def setupUi(self, PolynomWindow):
+        if not PolynomWindow.objectName():
+            PolynomWindow.setObjectName(u"PolynomWindow")
+        PolynomWindow.resize(537, 444)
+        self.gridLayout_2 = QGridLayout(PolynomWindow)
+        self.gridLayout_2.setObjectName(u"gridLayout_2")
+        self.tabWidget = QTabWidget(PolynomWindow)
+        self.tabWidget.setObjectName(u"tabWidget")
+        self.model = QWidget()
+        self.model.setObjectName(u"model")
+        self.gridLayout_3 = QGridLayout(self.model)
+        self.gridLayout_3.setObjectName(u"gridLayout_3")
+        self.gridLayout = QGridLayout()
+        self.gridLayout.setObjectName(u"gridLayout")
+        self.tableView = QTableView(self.model)
+        self.tableView.setObjectName(u"tableView")
+        self.tableView.horizontalHeader().setMinimumSectionSize(40)
+        self.tableView.verticalHeader().setMinimumSectionSize(40)
+        self.tableView.verticalHeader().setDefaultSectionSize(40)
+
+        self.gridLayout.addWidget(self.tableView, 1, 3, 1, 1)
+
+        self.polynomResult = QGridLayout()
+        self.polynomResult.setObjectName(u"polynomResult")
+        self.polynomResult.setContentsMargins(-1, 10, -1, -1)
+        self.residualVarianceValueLabel = QLabel(self.model)
+        self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel")
+
+        self.polynomResult.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1)
+
+        self.scaledResidualVarianceValueLabel = QLabel(self.model)
+        self.scaledResidualVarianceValueLabel.setObjectName(u"scaledResidualVarianceValueLabel")
+
+        self.polynomResult.addWidget(self.scaledResidualVarianceValueLabel, 1, 1, 1, 1)
+
+        self.fStatisticLabel = QLabel(self.model)
+        self.fStatisticLabel.setObjectName(u"fStatisticLabel")
+
+        self.polynomResult.addWidget(self.fStatisticLabel, 2, 0, 1, 1)
+
+        self.residualVarianceLabel = QLabel(self.model)
+        self.residualVarianceLabel.setObjectName(u"residualVarianceLabel")
+
+        self.polynomResult.addWidget(self.residualVarianceLabel, 0, 0, 1, 1)
+
+        self.scaledResidualVarianceLabel = QLabel(self.model)
+        self.scaledResidualVarianceLabel.setObjectName(u"scaledResidualVarianceLabel")
+
+        self.polynomResult.addWidget(self.scaledResidualVarianceLabel, 1, 0, 1, 1)
+
+        self.rSquaredLabel = QLabel(self.model)
+        self.rSquaredLabel.setObjectName(u"rSquaredLabel")
+
+        self.polynomResult.addWidget(self.rSquaredLabel, 3, 0, 1, 1)
+
+        self.fStatisticValueLabel = QLabel(self.model)
+        self.fStatisticValueLabel.setObjectName(u"fStatisticValueLabel")
+
+        self.polynomResult.addWidget(self.fStatisticValueLabel, 2, 1, 1, 1)
+
+        self.rSquaredValueLabel = QLabel(self.model)
+        self.rSquaredValueLabel.setObjectName(u"rSquaredValueLabel")
+
+        self.polynomResult.addWidget(self.rSquaredValueLabel, 3, 1, 1, 1)
+
+
+        self.gridLayout.addLayout(self.polynomResult, 2, 3, 1, 1)
+
+
+        self.gridLayout_3.addLayout(self.gridLayout, 0, 0, 1, 1)
+
+        self.tabWidget.addTab(self.model, "")
+        self.prediction = QWidget()
+        self.prediction.setObjectName(u"prediction")
+        self.gridLayout_4 = QGridLayout(self.prediction)
+        self.gridLayout_4.setObjectName(u"gridLayout_4")
+        self.predictionTableView = QTableView(self.prediction)
+        self.predictionTableView.setObjectName(u"predictionTableView")
+        self.predictionTableView.verticalHeader().setVisible(False)
+
+        self.gridLayout_4.addWidget(self.predictionTableView, 0, 0, 1, 1)
+
+        self.tabWidget.addTab(self.prediction, "")
+        self.tab = QWidget()
+        self.tab.setObjectName(u"tab")
+        self.gridLayout_5 = QGridLayout(self.tab)
+        self.gridLayout_5.setObjectName(u"gridLayout_5")
+        self.plotContainer = QGridLayout()
+        self.plotContainer.setObjectName(u"plotContainer")
+
+        self.gridLayout_5.addLayout(self.plotContainer, 0, 0, 1, 1)
+
+        self.tabWidget.addTab(self.tab, "")
+
+        self.gridLayout_2.addWidget(self.tabWidget, 0, 6, 1, 1)
+
+
+        self.retranslateUi(PolynomWindow)
+
+        self.tabWidget.setCurrentIndex(0)
+
+
+        QMetaObject.connectSlotsByName(PolynomWindow)
+    # setupUi
+
+    def retranslateUi(self, PolynomWindow):
+        PolynomWindow.setWindowTitle(QCoreApplication.translate("PolynomWindow", u"\u041f\u043e\u043b\u0438\u043d\u043e\u043c", None))
+        self.residualVarianceValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
+        self.scaledResidualVarianceValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
+        self.fStatisticLabel.setText(QCoreApplication.translate("PolynomWindow", u"F1 - \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0435 \u0424\u0438\u0448\u0435\u0440\u0430", None))
+        self.residualVarianceLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f:", None))
+        self.scaledResidualVarianceLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f (\u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f):", None))
+        self.rSquaredLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041a\u043e\u044d\u0444\u0444\u0438\u0446\u0438\u0435\u043d\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u0434\u0435\u0440\u0435\u043c\u0438\u043d\u0438\u0437\u0430\u0446\u0438\u0438", None))
+        self.fStatisticValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
+        self.rSquaredValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
+        self.tabWidget.setTabText(self.tabWidget.indexOf(self.model), QCoreApplication.translate("PolynomWindow", u"\u041c\u043e\u0434\u0435\u043b\u044c", None))
+        self.tabWidget.setTabText(self.tabWidget.indexOf(self.prediction), QCoreApplication.translate("PolynomWindow", u"\u041f\u0440\u043e\u0433\u043d\u043e\u0437", None))
+        self.tabWidget.setTabText(self.tabWidget.indexOf(self.tab), QCoreApplication.translate("PolynomWindow", u"\u0413\u0440\u0430\u0444\u0438\u043a", None))
+    # retranslateUi

statapp/ui/ui_variance_analysis_window.py

@@ -1,6 +1,6 @@
 # -*- coding: utf-8 -*-
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).

statapp/utils.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -20,21 +20,32 @@
 import os
 import sys
 
-from PySide2.QtWidgets import QMessageBox
+from PySide2.QtCore import QSize
+from PySide2.QtGui import QIcon
+from PySide2.QtWidgets import QMessageBox, QDoubleSpinBox, QStyledItemDelegate
+
+from statapp.constants import NUMBERS_PRECISION
 
 
-def resource_path(relative):
+def resourcePath(relative):
     if getattr(sys, 'frozen', False):
-        bundle_dir = sys._MEIPASS
+        # pylint: disable=protected-access
+        bundleDir = sys._MEIPASS
     else:
         # we are running in a normal Python environment
-        bundle_dir = os.path.dirname(os.path.abspath(__file__))
+        bundleDir = os.path.dirname(os.path.abspath(__file__))
-    return os.path.join(bundle_dir, relative)
+    return os.path.join(bundleDir, relative)
 
 
-def safe_list_get(l, idx, default):
+def addIcon(windowOrDialog):
+    icon = QIcon()
+    icon.addFile(resourcePath("ui/images/logo.ico"), QSize(), QIcon.Normal, QIcon.Off)
+    windowOrDialog.setWindowIcon(icon)
+
+
+def safeListGet(lst, idx, default):
     try:
-        return l[idx]
+        return lst[idx]
     except IndexError:
         return default
 
@@ -49,3 +60,19 @@ def buildMessageBox(title, text, icon, buttons, defaultButton):
     msgBox.setDefaultButton(defaultButton)
 
     return msgBox
+
+
+class FloatDelegate(QStyledItemDelegate):
+    def __init__(self, parent=None):
+        QStyledItemDelegate.__init__(self, parent=parent)
+
+    def createEditor(self, parent, option, index):
+        editor = QDoubleSpinBox(parent)
+        editor.setDecimals(NUMBERS_PRECISION)
+        editor.setMaximum(10**8)
+        editor.setMinimum(-10**8)
+        return editor
+
+    def displayText(self, value, locale):
+        # Грязный хак, скорее всего нужно было использовать locale
+        return f'{value:.{NUMBERS_PRECISION}f}'

statapp/variance_analysis.py

@@ -1,5 +1,5 @@
 #
-# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
+# Copyright (c) 2024 Maxim Slipenko, Eugene Lazurenko.
 #
 # This file is part of Statapp
 # (see https://github.com/shizand/statapp).
@@ -19,9 +19,12 @@
 #
 from PySide2.QtWidgets import QDialog, QHeaderView
 
-from statapp.calculations import variance_analysis
+from statapp.calculations import varianceAnalysis
+from statapp.constants import NUMBERS_PRECISION
+from statapp.mathtex_header_view import MathTexHeaderView
 from statapp.models.variance_analysis_model import VarianceAnalysisModel
 from statapp.ui.ui_variance_analysis_window import Ui_VarianceAnalysisWindow
+from statapp.utils import addIcon, FloatDelegate
 
 
 class VarianceAnalysisWindow(QDialog):
@@ -30,8 +33,14 @@ class VarianceAnalysisWindow(QDialog):
         self.ui = Ui_VarianceAnalysisWindow()
         self.ui.setupUi(self)
 
-        res = variance_analysis(data)
+        res = varianceAnalysis(data)
-        self.model = VarianceAnalysisModel(res.round(2))
+        self.model = VarianceAnalysisModel(res.round(NUMBERS_PRECISION))
+        self.ui.tableView.setItemDelegate(FloatDelegate())
         self.ui.tableView.setModel(self.model)
+        self.ui.tableView.setVerticalHeader(
+            MathTexHeaderView(self.ui.tableView)
+        )
         header = self.ui.tableView.horizontalHeader()
         header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
+
+        addIcon(self)