chore(main): release 0.6.0 (#80)

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


## [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](9033770406))


### Исправления

* исправлен формат сохранения файлов
([#79](https://github.com/shizand/statapp/issues/79))
([044d2b6](044d2b61cf))

---
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>

.copyright.tmpl

@@ -0,0 +1,17 @@
+Copyright (c) ${years} 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/>.

.gitattributes

@@ -1 +1 @@
-statapp/ui/ui_*.py linguist-generated=true
+statapp/ui/ui_*.py linguist-generated=true

.github/workflows/auto-assign.yml

@@ -13,4 +13,4 @@ jobs:
       - uses: actions-ecosystem/action-add-assignees@v1
         with:
           github_token: ${{ secrets.github_token }}
-          assignees: ${{ github.actor }}
+          assignees: ${{ github.actor }}

.github/workflows/mirror.yml

@@ -18,4 +18,4 @@ jobs:
       - uses: pixta-dev/repository-mirroring-action@674e65a7d483ca28dafaacba0d07351bdcc8bd75 # v1.1.1
         with:
           target_repo_url: "git@gitflic.ru:shizand/statapp.git"
-          ssh_private_key: ${{ secrets.GITFLIC_SSH }}
+          ssh_private_key: ${{ secrets.GITFLIC_SSH }}

.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/inspectionProfiles/Project_Default.xml

@@ -11,4 +11,4 @@
       </option>
     </inspection_tool>
   </profile>
-</component>
+</component>

.idea/inspectionProfiles/profiles_settings.xml

@@ -3,4 +3,4 @@
     <option name="USE_PROJECT_PROFILE" value="false" />
     <version value="1.0" />
   </settings>
-</component>
+</component>

.idea/misc.xml

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

.idea/modules.xml

@@ -5,4 +5,4 @@
       <module fileurl="file://$PROJECT_DIR$/.idea/stat.iml" filepath="$PROJECT_DIR$/.idea/stat.iml" />
     </modules>
   </component>
-</project>
+</project>

.idea/stat.iml

@@ -5,4 +5,4 @@
     <orderEntry type="jdk" jdkName="Poetry (statapp)" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
-</module>
+</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
@@ -8,3 +12,22 @@ repos:
     -   id: end-of-file-fixer
     -   id: check-yaml
     -   id: check-added-large-files
+-   repo: https://github.com/johann-petrak/licenseheaders.git
+    rev: v0.8.8
+    hooks:
+    -   id: licenseheaders
+        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 +1,68 @@
 # Changelog
 
+## [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)
+
+
+### Исправления
+
+* исправлена ошибка "Все кнопки заблокированы" ([#63](https://github.com/shizand/statapp/issues/63)) ([60f479e](https://github.com/shizand/statapp/commit/60f479ea7ddd87f2a8b9d0e62442ba9faf45e9d7)), closes [#62](https://github.com/shizand/statapp/issues/62)
+
+## [0.4.0](https://github.com/shizand/statapp/compare/v0.3.6...v0.4.0) (2023-10-03)
+
+
+### Новые функции
+
+* добавлен дисперсионный анализ ([#46](https://github.com/shizand/statapp/issues/46)) ([c77ed6a](https://github.com/shizand/statapp/commit/c77ed6a82fefbbf8879ba87d62bd895ebfd1e6fa)), closes [#30](https://github.com/shizand/statapp/issues/30)
+* добавлен Корреляционный анализ ([#54](https://github.com/shizand/statapp/issues/54)) ([3a65517](https://github.com/shizand/statapp/commit/3a655178d4e262c7df42b9c1567dcaf997c58071)), closes [#31](https://github.com/shizand/statapp/issues/31)
+
+
+### Исправления
+
+* добавлена иконка для окна "О программе" ([#55](https://github.com/shizand/statapp/issues/55)) ([023a4a5](https://github.com/shizand/statapp/commit/023a4a514221ab22bb29f87aeccd20b5595d1b2e))
+* добавлены заголовки диалоговых окон ([#49](https://github.com/shizand/statapp/issues/49)) ([a3f7c1a](https://github.com/shizand/statapp/commit/a3f7c1ac0b1bd16a2954dce83996c2e3677a7164)), closes [#44](https://github.com/shizand/statapp/issues/44)
+* исправлен баг "index 0 is out of bounds" ([#59](https://github.com/shizand/statapp/issues/59)) ([15825c2](https://github.com/shizand/statapp/commit/15825c22007baeceebee98d19515ff038c1c2ae4)), closes [#43](https://github.com/shizand/statapp/issues/43)
+* исправлена генерация значений фактора ([#53](https://github.com/shizand/statapp/issues/53)) ([4854a14](https://github.com/shizand/statapp/commit/4854a14e709272fe92463ac43d29f9a73a5f9875)), closes [#50](https://github.com/shizand/statapp/issues/50)
+* исправлены баги с отображением и считыванием исходных данных ([#58](https://github.com/shizand/statapp/issues/58)) ([fbf359e](https://github.com/shizand/statapp/commit/fbf359e515f962dd5e079d7a13b5b7dc39339764))
+* ограничена генерация чисел до сотых ([#48](https://github.com/shizand/statapp/issues/48)) ([0779941](https://github.com/shizand/statapp/commit/0779941dc9d9e83c35aff9f07a563da31e5c62c4)), closes [#32](https://github.com/shizand/statapp/issues/32)
+
+## [0.3.6](https://github.com/shizand/statapp/compare/v0.3.5...v0.3.6) (2023-09-29)
+
+
+### Исправления
+
+* добавляет иконку приложения ([#39](https://github.com/shizand/statapp/issues/39)) ([d3cd358](https://github.com/shizand/statapp/commit/d3cd3589a781df47e6d0e9d669a376aefd9090fe))
+
 ## [0.3.5](https://github.com/shizand/statapp/compare/v0.3.4...v0.3.5) (2023-09-28)
 
 

CODEOWNERS

@@ -1 +1 @@
-* @Maks1mS @MisterMLiL
+* @Maks1mS @MisterMLiL

README.md

@@ -0,0 +1,56 @@
+# 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
+
+Существует два варианта 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"},
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 [[package]]
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 description = "File identification library for Python"
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 python-versions = ">=3.8"
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+[[package]]
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+    {file = "Pillow-9.5.0.tar.gz", hash = "sha256:bf548479d336726d7a0eceb6e767e179fbde37833ae42794602631a070d630f1"},
+]
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+[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 = [
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+    {file = "platformdirs-3.11.0-py3-none-any.whl", hash = "sha256:e9d171d00af68be50e9202731309c4e658fd8bc76f55c11c7dd760d023bda68e"},
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 ]
 
 [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 = [
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+    {file = "pre_commit-3.5.0-py2.py3-none-any.whl", hash = "sha256:841dc9aef25daba9a0238cd27984041fa0467b4199fc4852e27950664919f660"},
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 ]
 
 [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 = [
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+    {file = "pyinstaller-6.1.0-py3-none-win_amd64.whl", hash = "sha256:f9f5bcaef6122d93c54ee7a9ecb07eab5b81a7ebfb5cb99af2b2a6ff49eff62f"},
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+    {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 = [
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+    {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 = "0.3.5"
+version = "0.6.0"
 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]

scripts/version

@@ -1,3 +0,0 @@
-#!/usr/bin/env bash
-
-poetry version "$@"

statapp-onefile.spec

@@ -1,58 +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/images/sticker.gif', '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,
-)

statapp.spec

@@ -1,4 +1,5 @@
 # -*- mode: python ; coding: utf-8 -*-
+import argparse
 import sys
 import typing
 from pprint import pprint
@@ -12,7 +13,11 @@ if typing.TYPE_CHECKING:
 
 from PyInstaller.utils.hooks import copy_metadata
 
-datas = [('statapp/images/sticker.gif', 'images')]
+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')
 
 
@@ -35,31 +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,
-)
+        argv_emulation=False,
-coll = COLLECT(
+        target_arch=None,
-    exe,
+        codesign_identity=None,
-    a.binaries,
+        entitlements_file=None,
-    a.datas,
+        icon='statapp/ui/images/logo.ico',
-    strip=False,
+    )
-    upx=True,
+else:
-    upx_exclude=[],
+    exe = EXE(
-    name='statapp',
+        pyz,
-)
+        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

@@ -1,3 +1,22 @@
+#
+# Copyright (c) 2023 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 sys
 
 from PySide2 import QtCore
@@ -12,13 +31,13 @@ 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()
     window.show()
     return app.exec_()
 
-
 if __name__ == "__main__":
     sys.exit(main())

statapp/_vendor/multipolyfit.py

@@ -0,0 +1,133 @@
+# 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
+import numpy as np
+from numpy import linalg, zeros, ones, hstack, asarray, diagonal
+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:
+        residues = result[1]
+        dof = len(a) - len(beta)
+
+        mse = residues / dof
+        cov = mse * diagonal(linalg.inv(a.T @ a))
+        se = np.sqrt(cov)
+        tStatistics = beta / se
+
+        return result, powers, tStatistics, mse
+
+    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

@@ -1,9 +1,29 @@
+#
+# Copyright (c) 2023 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 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
@@ -19,8 +39,8 @@ class AboutWindow(QMainWindow):
         self.ui = Ui_AboutWindow()
         self.ui.setupUi(self)
 
-        image_path = resource_path('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
@@ -28,3 +48,5 @@ class AboutWindow(QMainWindow):
 
         version = importlib_metadata.version(__package__ or __name__)
         self.ui.versionLabel.setText(f"Версия: {version}")
+
+        addIcon(self)

statapp/calculations.py

@@ -0,0 +1,119 @@
+#
+# Copyright (c) 2023 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 dataclasses import dataclass
+
+import numpy as np
+import pandas as pd
+from statapp._vendor.multipolyfit import multipolyfit, getTerms
+
+DIRECT_LINK = 0
+INDIRECT_LINK = 1
+
+
+def generateYValues(mean, std, count):
+    return np.random.normal(mean, std, size=(count, 1))
+
+
+def generateXValues(mean, std, typeConnection, yColumn):
+    yMean = np.mean(yColumn)
+    values = []
+    for y in yColumn:
+        raz = np.abs(mean - np.random.normal(mean, std))
+        if typeConnection == INDIRECT_LINK:
+            raz *= -1
+        if y > yMean:
+            x = mean + raz
+        elif y < yMean:
+            x = mean - raz
+        else:
+            x = mean
+        values.append(x)
+
+    res = np.array(values)
+    return res.reshape(len(res), 1)
+
+
+def varianceAnalysis(data):
+    return np.array([
+        [np.mean(col), np.std(col), np.min(col), np.max(col)] for col in data.T
+    ])
+
+
+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
+        monomials (list): Список одночленов в строковом виде без коэффициентов. Свободный член - c
+    """
+    paramsAndImportance: np.ndarray
+    residualVariance: np.float64
+    monomials: list
+
+
+def linearPolynom(inputData) -> RegressionResult:
+    x = inputData[:, 1:]
+    y = inputData[:, 0]
+    data = pd.DataFrame(x)
+    data.insert(0, 'const', 1)
+    # ---
+    result = np.linalg.lstsq(data, y, rcond=None)
+    # Коэффициенты регрессии
+    params = result[0]
+    # Остатки
+    residues = result[1]
+    dof = len(data) - len(params)
+    mse = residues / dof
+    cov = mse * np.diagonal(np.linalg.inv(data.T @ data))
+    se = np.sqrt(cov)
+    tStatistics = params / se
+
+    # возможно стоит сделать через np.reshape + np.concatenate
+    out = pd.DataFrame()
+    out[0] = params
+    out[1] = tStatistics
+
+    return RegressionResult(
+        out.to_numpy(),
+        np.float64(mse[0]),
+        ['c'] + [f'x{i}' for i in range(1, len(params))]
+    )
+
+
+def squaredPolynom(inputData):
+    x = inputData[:, 1:]
+    y = inputData[:, 0]
+    result, powers, tStatistics, mse = multipolyfit(x, y, 2, full=True)
+    betas = result[0]
+
+    out = pd.DataFrame()
+    out[0] = betas
+    out[1] = tStatistics
+
+    return RegressionResult(
+        out.to_numpy(),
+        np.float64(mse[0]),
+        ['c' if str(x) == '1' else str(x) for x in getTerms(powers)]
+    )

statapp/correlation_analysis.py

@@ -0,0 +1,52 @@
+#
+# Copyright (c) 2023 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.QtCore import QSize
+from PySide2.QtGui import QIcon
+from PySide2.QtWidgets import QDialog, QHeaderView
+
+from statapp.calculations import correlationAnalysis
+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 CorrelationAnalysisWindow(QDialog):
+    def __init__(self, data):
+        super().__init__()
+        self.ui = Ui_CorrelationAnalysisWindow()
+        self.ui.setupUi(self)
+
+        res = correlationAnalysis(data)
+        self.model = CorrelationAnalysisModel(res.round(2))
+        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

@@ -1,9 +1,28 @@
+#
+# Copyright (c) 2023 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 Slot
 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
@@ -24,6 +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

@@ -1,7 +1,27 @@
+#
+# Copyright (c) 2023 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 Slot
 from PySide2.QtWidgets import QDialog
 
 from statapp.ui.ui_generate_window import Ui_GenerateWindow
+from statapp.utils import addIcon
 
 
 class GenerateWindow(QDialog):
@@ -13,6 +33,9 @@ class GenerateWindow(QDialog):
         self.ui = Ui_GenerateWindow()
         self.ui.setupUi(self)
 
+        addIcon(self)
+
+
     @Slot()
     def on_generatePushButton_clicked(self):
 

statapp/linear_polynom_window.py

@@ -0,0 +1,44 @@
+#
+# Copyright (c) 2023 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.QtWidgets import QDialog, QHeaderView
+
+from statapp.calculations import linearPolynom
+from statapp.mathtex_header_view import MathTexHeaderView
+from statapp.models.regression_result_model import RegressionResultModel
+from statapp.ui.ui_linear_polynom_window import Ui_LinearPolynomWindow
+from statapp.utils import addIcon
+
+
+class LinearPolynomWindow(QDialog):
+    def __init__(self, data):
+        super().__init__()
+        self.ui = Ui_LinearPolynomWindow()
+        self.ui.setupUi(self)
+        addIcon(self)
+
+        result = linearPolynom(data)
+
+        self.model = RegressionResultModel(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))

statapp/main_window.py

@@ -1,13 +1,40 @@
+#
+# Copyright (c) 2023 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 Slot, QLocale
+from PySide2 import QtCore
-from PySide2.QtWidgets import QMainWindow, QMessageBox, QApplication
+from PySide2.QtCore import Slot
+from PySide2.QtWidgets import QMainWindow, QMessageBox
 
-from statapp.generate_factor_window import GenerateFactorWindow, INDIRECT_LINK
+from statapp.calculations import generateXValues, generateYValues
-from statapp.models.data_model import DataModel
+from statapp.generate_factor_window import GenerateFactorWindow
+from statapp.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.squared_polynom_window import SquaredPolynomWindow
 from statapp.ui.ui_main_window import Ui_MainWindow
+from statapp.utils import buildMessageBox, addIcon
+from statapp.variance_analysis import VarianceAnalysisWindow
+from statapp.correlation_analysis import CorrelationAnalysisWindow
 
 
 class MainWindow(QMainWindow):
@@ -17,20 +44,69 @@ class MainWindow(QMainWindow):
         self.ui = Ui_MainWindow()
         self.ui.setupUi(self)
 
+        addIcon(self)
+
+        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.aboutWindow = None
+
         self.isDataChanged = False
-        self.model = DataModel()
+        self.model = InputValuesModel()
         self.fileModel = FileSLCModel()
         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()
-        if current_data.size > 1:
+        data = np.array([])
+        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 = self.createMessageBox \
+            msgBox = buildMessageBox \
                 ('Сохранение данных',
                  "Сохранить данные?" + file,
                  QMessageBox.Question,
@@ -40,18 +116,24 @@ 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:
                 data = self.fileModel.loadFile()
-                if data is not None:
+                if data is not None and data.shape[0] > 0:
                     self.model.updateAllData(data)
-                    self.isDataChanged = True
+                    self.isDataChanged = False
         else:
             data = self.fileModel.loadFile()
-            if data is not None:
+            if data is not None and data.shape[0] > 0:
                 self.model.updateAllData(data)
-                self.isDataChanged = True
+                self.isDataChanged = False
+
 
     @Slot()
     def on_savefileaction_triggered(self):
@@ -65,72 +147,56 @@ 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)
+            self.model.updateAllData(y.round(2))
             self.isDataChanged = True
 
     @Slot()
     def on_generateXaction_triggered(self):
         gfw = GenerateFactorWindow()
 
-        # dd = np.array([])
-
         if gfw.exec():
-            y = self.model.getY()
-            yMat = np.mean(y)
-
-            x_arr = np.array([])
-
-            for cur_y in y:
-                k = np.abs(cur_y / yMat)
-                if k > 1:
-                    k = 2 - 1 / k
-                if gfw.typeConnection == INDIRECT_LINK:
-                    k = 1 / k
-                if gfw.deviation == 0:
-                    k = 1
-
-                x = np.random.normal(gfw.mat * (k ** 3), gfw.deviation * k, size=1)
-                x_arr = np.append(x_arr, x)
-                # if (x > gfw.mat and cur_y > yMat) or (x < gfw.mat and cur_y < yMat):
-                #     dd = np.append(dd, 1)
-                # else:
-                #     dd = np.append(dd, 0)
-
             data = self.model.getData()
-
+            y = self.model.getY()
-            x_arr = x_arr.reshape(len(x_arr), 1)
+            xValues = generateXValues(gfw.mat, gfw.deviation, gfw.typeConnection, y)
-            # dd = dd.reshape(len(dd), 1)
+            data = np.concatenate((data, xValues.round(2)), axis=1)
-            data = np.concatenate((data, x_arr), axis=1)
-            # data = np.concatenate((data, dd), axis=1)
             self.model.updateAllData(data)
             self.isDataChanged = True
 
     @Slot()
     def on_aboutmenuaction_triggered(self):
-        global about_window
+        self.aboutWindow = AboutWindow()
-        about_window = AboutWindow()
+        self.aboutWindow.show()
-        about_window.show()
 
-    def createMessageBox(self, title, text, icon, buttons, defaultButton):
+    @Slot()
-        msgBox = QMessageBox()
+    def on_varianceAnalysisAction_triggered(self):
+        dw = VarianceAnalysisWindow(self.model.getData())
+        dw.exec()
 
-        msgBox.setIcon(icon)
+    @Slot()
-        msgBox.setWindowTitle(title)
+    def on_correlationAnalisisAction_triggered(self):
-        msgBox.setText(text)
+        dw = CorrelationAnalysisWindow(self.model.getData())
-        msgBox.setStandardButtons(buttons)
+        dw.exec()
-        msgBox.setDefaultButton(defaultButton)
 
-        return msgBox
+    @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()
 
     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 = self.createMessageBox \
+            msgBox = buildMessageBox \
                 ('Завершение работы',
                  "Сохранить данные?" + file,
                  QMessageBox.Question,

statapp/mathtex_header_view.py

@@ -0,0 +1,107 @@
+#
+# Copyright (c) 2023 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

@@ -1,3 +1,22 @@
+#
+# Copyright (c) 2023 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 QAbstractListModel, Qt
 
 

statapp/models/correlation_analysis_model.py

@@ -0,0 +1,39 @@
+#
+# Copyright (c) 2023 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 QModelIndex, Qt
+
+from statapp.models.ro_table_model import ROTableModel
+from statapp.models.utils import yxHeader
+
+
+class CorrelationAnalysisModel(ROTableModel):
+    def __init__(self, data):
+        super().__init__(data)
+
+    def getHorizontalHeader(self):
+        return yxHeader(self.columnCount(QModelIndex()))
+
+    def getVerticalHeader(self):
+        return yxHeader(self.rowCount(QModelIndex()))
+
+    def data(self, index, role):
+        if role == Qt.DisplayRole and index.column() <= index.row():
+            return super().data(index, role)
+        return None

statapp/models/data_model.py

@@ -1,59 +0,0 @@
-import numpy as np
-from PySide2 import QtCore
-from PySide2.QtCore import Qt
-
-
-class DataModel(QtCore.QAbstractTableModel):
-    def __init__(self, data=np.array([[]], dtype=np.float32)):
-        super().__init__()
-
-        self._data = data
-
-    def updateAllData(self, data):
-        self.layoutAboutToBeChanged.emit()
-        self._data = data
-        self.layoutChanged.emit()
-
-    def rowCount(self, index):
-        return self._data.shape[0]
-
-    def columnCount(self, index):
-        return self._data.shape[1]
-
-    def headerData(self, section: int, orientation: Qt.Orientation, role: int = ...):
-        if role == Qt.DisplayRole:
-            # if orientation == Qt.Orientation.Horizontal:
-
-                if section == 0:
-                    return 'Y'
-
-                return f'X{section}'
-
-        return None
-
-    def flags(self, index):
-        return Qt.ItemIsSelectable | Qt.ItemIsEnabled | Qt.ItemIsEditable
-
-    def setData(self, index, value, role):
-        if role == Qt.EditRole:
-            try:
-                value = float(value)
-            except ValueError:
-                return False
-            self._data[index.row(), index.column()] = value
-            return True
-        return False
-
-    def getData(self):
-        return self._data
-
-    def getY(self):
-        return self._data[:, 0]
-
-
-    def data(self, index, role):
-        if role == Qt.DisplayRole or role == Qt.EditRole:
-            # ?
-            return float(self._data[index.row(), index.column()])
-
-        return None

statapp/models/editable_table_model.py

@@ -0,0 +1,49 @@
+#
+# Copyright (c) 2023 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.ro_table_model import ROTableModel
+
+
+class EditableTableModel(ROTableModel):
+    def __init__(self, data=np.array([[]], dtype=np.float32)):
+        super().__init__()
+
+        self._data = data
+
+    def flags(self, index):
+        return Qt.ItemIsSelectable | Qt.ItemIsEnabled | Qt.ItemIsEditable
+
+    def setData(self, index, value, role):
+        if role == Qt.EditRole:
+            try:
+                value = float(value)
+            except ValueError:
+                return False
+            self._data[index.row(), index.column()] = value
+            return True
+        return False
+
+    def data(self, index, role):
+        if role in (Qt.DisplayRole, Qt.EditRole):
+            return super().data(index, Qt.DisplayRole)
+
+        return None

statapp/models/fileslc_model.py

@@ -1,33 +1,84 @@
+#
+# Copyright (c) 2023 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 QFileDialog, QMessageBox
 
+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='%10.5f')
+                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)
+                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.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

@@ -0,0 +1,35 @@
+#
+# Copyright (c) 2023 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 QModelIndex
+
+from statapp.models.editable_table_model import EditableTableModel
+from statapp.models.utils import yxHeader
+
+
+class InputValuesModel(EditableTableModel):
+    def __init__(self, data=np.array([[]], dtype=np.float32)):
+        super().__init__(data)
+
+    def getHorizontalHeader(self):
+        return yxHeader(self.columnCount(QModelIndex()))
+
+    def getY(self):
+        return self._data[:, 0]

statapp/models/regression_result_model.py

@@ -0,0 +1,34 @@
+#
+# Copyright (c) 2023 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

@@ -0,0 +1,67 @@
+#
+# Copyright (c) 2023 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 import QtCore
+from PySide2.QtCore import Qt
+
+from statapp.utils import safeListGet
+
+
+class ROTableModel(QtCore.QAbstractTableModel):
+    def __init__(self,
+                 data=np.array([[]], dtype=np.float32),
+                 ):
+        super().__init__()
+        self._data = data
+        self._headers = {
+            Qt.Vertical:  self.getVerticalHeader,
+            Qt.Horizontal:  self.getHorizontalHeader,
+        }
+
+    def updateAllData(self, data):
+        self.layoutAboutToBeChanged.emit()
+        self._data = data
+        self.layoutChanged.emit()
+
+    def rowCount(self, index):
+        return self._data.shape[0]
+
+    def columnCount(self, index):
+        return self._data.shape[1]
+
+    def getVerticalHeader(self):
+        return []
+
+    def getHorizontalHeader(self):
+        return []
+
+    def headerData(self, section: int, orientation: Qt.Orientation, role: int = ...):
+        if role == Qt.DisplayRole:
+            return safeListGet(self._headers[orientation](), section, None)
+
+        return None
+
+    def getData(self):
+        return self._data
+
+    def data(self, index, role):
+        if role == Qt.DisplayRole:
+            return float(self._data[index.row(), index.column()])
+        return None

statapp/models/utils.py

@@ -0,0 +1,21 @@
+#
+# Copyright (c) 2023 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/>.
+#
+def yxHeader(count):
+    return ['y'] + [f'x{i}' for i in range(1, count)]

statapp/models/variance_analysis_model.py

@@ -0,0 +1,34 @@
+#
+# Copyright (c) 2023 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 QModelIndex
+
+from statapp.models.ro_table_model import ROTableModel
+from statapp.models.utils import yxHeader
+
+
+class VarianceAnalysisModel(ROTableModel):
+    def __init__(self, data):
+        super().__init__(data)
+
+    def getHorizontalHeader(self):
+        return ['Мат. ожидание', 'Среднекв. отклонение', 'Минимум', 'Максимум']
+
+    def getVerticalHeader(self):
+        return yxHeader(self.rowCount(QModelIndex()))

statapp/squared_polynom_window.py

@@ -0,0 +1,44 @@
+#
+# Copyright (c) 2023 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.QtWidgets import QDialog, QHeaderView
+
+from statapp.calculations import squaredPolynom
+from statapp.mathtex_header_view import MathTexHeaderView
+from statapp.models.regression_result_model import RegressionResultModel
+from statapp.ui.ui_squared_polynom_window import Ui_SquaredPolynomWindow
+from statapp.utils import addIcon
+
+
+class SquaredPolynomWindow(QDialog):
+    def __init__(self, data):
+        super().__init__()
+        self.ui = Ui_SquaredPolynomWindow()
+        self.ui.setupUi(self)
+        addIcon(self)
+
+        result = squaredPolynom(data)
+
+        self.model = RegressionResultModel(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))

statapp/ui/correlation_analysis_window.ui

@@ -0,0 +1,28 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>CorrelationAnalysisWindow</class>
+ <widget class="QDialog" name="CorrelationAnalysisWindow">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>630</width>
+    <height>400</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>Корреляционный анализ</string>
+  </property>
+  <layout class="QGridLayout" name="gridLayout_2">
+   <item row="0" column="0">
+    <layout class="QGridLayout" name="gridLayout">
+     <item row="0" column="0">
+      <widget class="QTableView" name="tableView"/>
+     </item>
+    </layout>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections/>
+</ui>

statapp/ui/generate_factor_window.ui

@@ -11,7 +11,7 @@
    </rect>
   </property>
   <property name="windowTitle">
-   <string>Dialog</string>
+   <string>Генерация факторов</string>
   </property>
   <layout class="QGridLayout" name="gridLayout_2">
    <item row="0" column="0">

statapp/ui/generate_window.ui

@@ -16,7 +16,7 @@
    </font>
   </property>
   <property name="windowTitle">
-   <string>Dialog</string>
+   <string>Генерация откликов</string>
   </property>
   <layout class="QGridLayout" name="gridLayout_2">
    <item row="0" column="0">

statapp/ui/linear_polynom_window.ui

@@ -0,0 +1,59 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>LinearPolynomWindow</class>
+ <widget class="QDialog" name="LinearPolynomWindow">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>630</width>
+    <height>400</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>Линейный полином</string>
+  </property>
+  <layout class="QGridLayout" name="gridLayout_2">
+   <item row="0" column="0">
+    <layout class="QGridLayout" name="gridLayout">
+     <item row="0" column="0">
+      <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="1" column="0">
+      <layout class="QGridLayout" name="gridLayout_3">
+       <property name="topMargin">
+        <number>10</number>
+       </property>
+       <item row="0" column="0">
+        <widget class="QLabel" name="residualVarianceLabel">
+         <property name="text">
+          <string>Остаточная дисперсия:</string>
+         </property>
+        </widget>
+       </item>
+       <item row="0" column="1">
+        <widget class="QLabel" name="residualVarianceValueLabel">
+         <property name="text">
+          <string>undefined</string>
+         </property>
+        </widget>
+       </item>
+      </layout>
+     </item>
+    </layout>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections/>
+</ui>

statapp/ui/main_window.ui

@@ -40,7 +40,7 @@
      <x>0</x>
      <y>0</y>
      <width>800</width>
-     <height>21</height>
+     <height>27</height>
     </rect>
    </property>
    <widget class="QMenu" name="filemenu">
@@ -62,11 +62,15 @@
     <property name="title">
      <string>Анализ данных</string>
     </property>
+    <addaction name="varianceAnalysisAction"/>
+    <addaction name="correlationAnalisisAction"/>
    </widget>
    <widget class="QMenu" name="modelmenu">
     <property name="title">
      <string>Моделирование</string>
     </property>
+    <addaction name="linearPolynomAction"/>
+    <addaction name="squaredPolynomAction"/>
    </widget>
    <widget class="QMenu" name="helpmenu">
     <property name="title">
@@ -111,6 +115,26 @@
     <string>Закрыть</string>
    </property>
   </action>
+  <action name="varianceAnalysisAction">
+   <property name="text">
+    <string>Дисперсионный анализ</string>
+   </property>
+  </action>
+  <action name="correlationAnalisisAction">
+   <property name="text">
+    <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>
  </widget>
  <resources/>
  <connections/>

statapp/ui/squared_polynom_window.ui

@@ -0,0 +1,49 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>SquaredPolynomWindow</class>
+ <widget class="QDialog" name="SquaredPolynomWindow">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>630</width>
+    <height>400</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>Квадратичный полином</string>
+  </property>
+  <layout class="QGridLayout" name="gridLayout_2">
+   <item row="0" column="0">
+    <layout class="QGridLayout" name="gridLayout">
+     <item row="0" column="0">
+      <widget class="QTableView" name="tableView"/>
+     </item>
+     <item row="1" column="0">
+      <layout class="QGridLayout" name="gridLayout_3">
+       <property name="topMargin">
+        <number>10</number>
+       </property>
+       <item row="0" column="0">
+        <widget class="QLabel" name="residualVarianceLabel">
+         <property name="text">
+          <string>Остаточная дисперсия:</string>
+         </property>
+        </widget>
+       </item>
+       <item row="0" column="1">
+        <widget class="QLabel" name="residualVarianceValueLabel">
+         <property name="text">
+          <string>undefined</string>
+         </property>
+        </widget>
+       </item>
+      </layout>
+     </item>
+    </layout>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections/>
+</ui>

statapp/ui/ui_about_window.py

@@ -1,4 +1,24 @@
 # -*- coding: utf-8 -*-
+#
+# Copyright (c) 2023 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 'about_window.ui'

statapp/ui/ui_correlation_analysis_window.py

@@ -0,0 +1,61 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (c) 2023 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 'correlation_analysis_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_CorrelationAnalysisWindow(object):
+    def setupUi(self, CorrelationAnalysisWindow):
+        if not CorrelationAnalysisWindow.objectName():
+            CorrelationAnalysisWindow.setObjectName(u"CorrelationAnalysisWindow")
+        CorrelationAnalysisWindow.resize(630, 400)
+        self.gridLayout_2 = QGridLayout(CorrelationAnalysisWindow)
+        self.gridLayout_2.setObjectName(u"gridLayout_2")
+        self.gridLayout = QGridLayout()
+        self.gridLayout.setObjectName(u"gridLayout")
+        self.tableView = QTableView(CorrelationAnalysisWindow)
+        self.tableView.setObjectName(u"tableView")
+
+        self.gridLayout.addWidget(self.tableView, 0, 0, 1, 1)
+
+
+        self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1)
+
+
+        self.retranslateUi(CorrelationAnalysisWindow)
+
+        QMetaObject.connectSlotsByName(CorrelationAnalysisWindow)
+    # setupUi
+
+    def retranslateUi(self, CorrelationAnalysisWindow):
+        CorrelationAnalysisWindow.setWindowTitle(QCoreApplication.translate("CorrelationAnalysisWindow", u"\u041a\u043e\u0440\u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437", None))
+    # retranslateUi

statapp/ui/ui_generate_factor_window.py

@@ -1,4 +1,24 @@
 # -*- coding: utf-8 -*-
+#
+# Copyright (c) 2023 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 'generate_factor_window.ui'
@@ -79,7 +99,7 @@ class Ui_GenerateFactorWindow(object):
     # setupUi
 
     def retranslateUi(self, GenerateFactorWindow):
-        GenerateFactorWindow.setWindowTitle(QCoreApplication.translate("GenerateFactorWindow", u"Dialog", None))
+        GenerateFactorWindow.setWindowTitle(QCoreApplication.translate("GenerateFactorWindow", u"\u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u0444\u0430\u043a\u0442\u043e\u0440\u043e\u0432", None))
         self.label.setText(QCoreApplication.translate("GenerateFactorWindow", u"\u0422\u0438\u043f \u0441\u0432\u044f\u0437\u0438", None))
         self.label_3.setText(QCoreApplication.translate("GenerateFactorWindow", u"\u0421\u0440\u0435\u0434\u043d\u0435\u043a\u0432\u0430\u0434\u0440\u0430\u0442\u0438\u0447\u043d\u043e\u0435 \u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u0435", None))
         self.generatePushButton.setText(QCoreApplication.translate("GenerateFactorWindow", u"\u0421\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c", None))

statapp/ui/ui_generate_window.py

@@ -1,4 +1,24 @@
 # -*- coding: utf-8 -*-
+#
+# Copyright (c) 2023 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 'generate_window.ui'
@@ -77,7 +97,7 @@ class Ui_GenerateWindow(object):
     # setupUi
 
     def retranslateUi(self, GenerateWindow):
-        GenerateWindow.setWindowTitle(QCoreApplication.translate("GenerateWindow", u"Dialog", None))
+        GenerateWindow.setWindowTitle(QCoreApplication.translate("GenerateWindow", u"\u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u043e\u0442\u043a\u043b\u0438\u043a\u043e\u0432", None))
         self.generatePushButton.setText(QCoreApplication.translate("GenerateWindow", u"\u0421\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c", None))
         self.label_2.setText(QCoreApplication.translate("GenerateWindow", u"\u041c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043e\u0436\u0438\u0434\u0430\u043d\u0438\u0435", None))
         self.label_3.setText(QCoreApplication.translate("GenerateWindow", u"\u0421\u0440\u0435\u0434\u043d\u0435\u043a\u0432\u0430\u0434\u0440\u0430\u0442\u0438\u0447\u043d\u043e\u0435 \u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u0435", None))

statapp/ui/ui_linear_polynom_window.py

@@ -0,0 +1,82 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (c) 2023 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 'linear_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_LinearPolynomWindow(object):
+    def setupUi(self, LinearPolynomWindow):
+        if not LinearPolynomWindow.objectName():
+            LinearPolynomWindow.setObjectName(u"LinearPolynomWindow")
+        LinearPolynomWindow.resize(630, 400)
+        self.gridLayout_2 = QGridLayout(LinearPolynomWindow)
+        self.gridLayout_2.setObjectName(u"gridLayout_2")
+        self.gridLayout = QGridLayout()
+        self.gridLayout.setObjectName(u"gridLayout")
+        self.tableView = QTableView(LinearPolynomWindow)
+        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, 0, 0, 1, 1)
+
+        self.gridLayout_3 = QGridLayout()
+        self.gridLayout_3.setObjectName(u"gridLayout_3")
+        self.gridLayout_3.setContentsMargins(-1, 10, -1, -1)
+        self.residualVarianceLabel = QLabel(LinearPolynomWindow)
+        self.residualVarianceLabel.setObjectName(u"residualVarianceLabel")
+
+        self.gridLayout_3.addWidget(self.residualVarianceLabel, 0, 0, 1, 1)
+
+        self.residualVarianceValueLabel = QLabel(LinearPolynomWindow)
+        self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel")
+
+        self.gridLayout_3.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1)
+
+
+        self.gridLayout.addLayout(self.gridLayout_3, 1, 0, 1, 1)
+
+
+        self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1)
+
+
+        self.retranslateUi(LinearPolynomWindow)
+
+        QMetaObject.connectSlotsByName(LinearPolynomWindow)
+    # setupUi
+
+    def retranslateUi(self, LinearPolynomWindow):
+        LinearPolynomWindow.setWindowTitle(QCoreApplication.translate("LinearPolynomWindow", u"\u041b\u0438\u043d\u0435\u0439\u043d\u044b\u0439 \u043f\u043e\u043b\u0438\u043d\u043e\u043c", None))
+        self.residualVarianceLabel.setText(QCoreApplication.translate("LinearPolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f:", None))
+        self.residualVarianceValueLabel.setText(QCoreApplication.translate("LinearPolynomWindow", u"undefined", None))
+    # retranslateUi

statapp/ui/ui_main_window.py

@@ -1,4 +1,24 @@
 # -*- coding: utf-8 -*-
+#
+# Copyright (c) 2023 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 'main_window.ui'
@@ -30,6 +50,14 @@ class Ui_MainWindow(object):
         self.savefileaction.setObjectName(u"savefileaction")
         self.closefileaction = QAction(MainWindow)
         self.closefileaction.setObjectName(u"closefileaction")
+        self.varianceAnalysisAction = QAction(MainWindow)
+        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.centralwidget = QWidget(MainWindow)
         self.centralwidget.setObjectName(u"centralwidget")
         self.gridLayout = QGridLayout(self.centralwidget)
@@ -49,7 +77,7 @@ class Ui_MainWindow(object):
         MainWindow.setCentralWidget(self.centralwidget)
         self.menubar = QMenuBar(MainWindow)
         self.menubar.setObjectName(u"menubar")
-        self.menubar.setGeometry(QRect(0, 0, 800, 21))
+        self.menubar.setGeometry(QRect(0, 0, 800, 27))
         self.filemenu = QMenu(self.menubar)
         self.filemenu.setObjectName(u"filemenu")
         self.generatemenu = QMenu(self.menubar)
@@ -75,6 +103,10 @@ class Ui_MainWindow(object):
         self.filemenu.addAction(self.closefileaction)
         self.generatemenu.addAction(self.generateYaction)
         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.helpmenu.addAction(self.aboutmenuaction)
 
         self.retranslateUi(MainWindow)
@@ -90,6 +122,10 @@ class Ui_MainWindow(object):
         self.openfileaction.setText(QCoreApplication.translate("MainWindow", u"\u041e\u0442\u043a\u0440\u044b\u0442\u044c", None))
         self.savefileaction.setText(QCoreApplication.translate("MainWindow", u"\u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c", None))
         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.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))
@@ -97,4 +133,3 @@ class Ui_MainWindow(object):
         self.modelmenu.setTitle(QCoreApplication.translate("MainWindow", u"\u041c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435", None))
         self.helpmenu.setTitle(QCoreApplication.translate("MainWindow", u"\u0421\u043f\u0440\u0430\u0432\u043a\u0430", None))
     # retranslateUi
-

statapp/ui/ui_squared_polynom_window.py

@@ -0,0 +1,79 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (c) 2023 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 'squared_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_SquaredPolynomWindow(object):
+    def setupUi(self, SquaredPolynomWindow):
+        if not SquaredPolynomWindow.objectName():
+            SquaredPolynomWindow.setObjectName(u"SquaredPolynomWindow")
+        SquaredPolynomWindow.resize(630, 400)
+        self.gridLayout_2 = QGridLayout(SquaredPolynomWindow)
+        self.gridLayout_2.setObjectName(u"gridLayout_2")
+        self.gridLayout = QGridLayout()
+        self.gridLayout.setObjectName(u"gridLayout")
+        self.tableView = QTableView(SquaredPolynomWindow)
+        self.tableView.setObjectName(u"tableView")
+
+        self.gridLayout.addWidget(self.tableView, 0, 0, 1, 1)
+
+        self.gridLayout_3 = QGridLayout()
+        self.gridLayout_3.setObjectName(u"gridLayout_3")
+        self.gridLayout_3.setContentsMargins(-1, 10, -1, -1)
+        self.residualVarianceLabel = QLabel(SquaredPolynomWindow)
+        self.residualVarianceLabel.setObjectName(u"residualVarianceLabel")
+
+        self.gridLayout_3.addWidget(self.residualVarianceLabel, 0, 0, 1, 1)
+
+        self.residualVarianceValueLabel = QLabel(SquaredPolynomWindow)
+        self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel")
+
+        self.gridLayout_3.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1)
+
+
+        self.gridLayout.addLayout(self.gridLayout_3, 1, 0, 1, 1)
+
+
+        self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1)
+
+
+        self.retranslateUi(SquaredPolynomWindow)
+
+        QMetaObject.connectSlotsByName(SquaredPolynomWindow)
+    # setupUi
+
+    def retranslateUi(self, SquaredPolynomWindow):
+        SquaredPolynomWindow.setWindowTitle(QCoreApplication.translate("SquaredPolynomWindow", u"\u041a\u0432\u0430\u0434\u0440\u0430\u0442\u0438\u0447\u043d\u044b\u0439 \u043f\u043e\u043b\u0438\u043d\u043e\u043c", None))
+        self.residualVarianceLabel.setText(QCoreApplication.translate("SquaredPolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f:", None))
+        self.residualVarianceValueLabel.setText(QCoreApplication.translate("SquaredPolynomWindow", u"undefined", None))
+    # retranslateUi

statapp/ui/ui_variance_analysis_window.py

@@ -0,0 +1,61 @@
+# -*- coding: utf-8 -*-
+#
+# Copyright (c) 2023 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 'variance_analysis_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_VarianceAnalysisWindow(object):
+    def setupUi(self, VarianceAnalysisWindow):
+        if not VarianceAnalysisWindow.objectName():
+            VarianceAnalysisWindow.setObjectName(u"VarianceAnalysisWindow")
+        VarianceAnalysisWindow.resize(630, 400)
+        self.gridLayout_2 = QGridLayout(VarianceAnalysisWindow)
+        self.gridLayout_2.setObjectName(u"gridLayout_2")
+        self.gridLayout = QGridLayout()
+        self.gridLayout.setObjectName(u"gridLayout")
+        self.tableView = QTableView(VarianceAnalysisWindow)
+        self.tableView.setObjectName(u"tableView")
+
+        self.gridLayout.addWidget(self.tableView, 0, 0, 1, 1)
+
+
+        self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1)
+
+
+        self.retranslateUi(VarianceAnalysisWindow)
+
+        QMetaObject.connectSlotsByName(VarianceAnalysisWindow)
+    # setupUi
+
+    def retranslateUi(self, VarianceAnalysisWindow):
+        VarianceAnalysisWindow.setWindowTitle(QCoreApplication.translate("VarianceAnalysisWindow", u"\u0414\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u043e\u043d\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437", None))
+    # retranslateUi

statapp/ui/variance_analysis_window.ui

@@ -0,0 +1,28 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>VarianceAnalysisWindow</class>
+ <widget class="QDialog" name="VarianceAnalysisWindow">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>630</width>
+    <height>400</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>Дисперсионный анализ</string>
+  </property>
+  <layout class="QGridLayout" name="gridLayout_2">
+   <item row="0" column="0">
+    <layout class="QGridLayout" name="gridLayout">
+     <item row="0" column="0">
+      <widget class="QTableView" name="tableView"/>
+     </item>
+    </layout>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections/>
+</ui>

statapp/utils.py

@@ -1,11 +1,60 @@
+#
+# Copyright (c) 2023 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 os
 import sys
 
+from PySide2.QtCore import QSize
+from PySide2.QtGui import QIcon
+from PySide2.QtWidgets import QMessageBox
 
-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 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 lst[idx]
+    except IndexError:
+        return default
+
+
+def buildMessageBox(title, text, icon, buttons, defaultButton):
+    msgBox = QMessageBox()
+
+    msgBox.setIcon(icon)
+    msgBox.setWindowTitle(title)
+    msgBox.setText(text)
+    msgBox.setStandardButtons(buttons)
+    msgBox.setDefaultButton(defaultButton)
+
+    return msgBox

statapp/variance_analysis.py

@@ -0,0 +1,44 @@
+#
+# Copyright (c) 2023 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.QtWidgets import QDialog, QHeaderView
+
+from statapp.calculations import varianceAnalysis
+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
+
+
+class VarianceAnalysisWindow(QDialog):
+    def __init__(self, data):
+        super().__init__()
+        self.ui = Ui_VarianceAnalysisWindow()
+        self.ui.setupUi(self)
+
+        res = varianceAnalysis(data)
+        self.model = VarianceAnalysisModel(res.round(2))
+        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)