mirror of
https://github.com/shizand/statapp.git
synced 2025-10-07 21:03:23 +03:00
Compare commits
14 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
|
4f1f610822 | ||
| b12db5a300 | |||
| dc7c4875d7 | |||
| 2f5988a2eb | |||
| 9348138094 | |||
| c35b9ca308 | |||
| e6ba0fc610 | |||
| cddacb21b2 | |||
| 4be89269b9 | |||
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9f7181513b | ||
| 725289ca06 | |||
| a6cda1ab3d | |||
| 9033770406 | |||
|
044d2b61cf |
@@ -16,7 +16,7 @@ repos:
|
||||
rev: v0.8.8
|
||||
hooks:
|
||||
- id: licenseheaders
|
||||
args: ["-t", ".copyright.tmpl", "-cy", "-f", "-d", "statapp"]
|
||||
args: ["-t", ".copyright.tmpl", "-cy", "-f", "-d", "statapp", "-x", "statapp/_vendor/*.py"]
|
||||
pass_filenames: false
|
||||
- repo: local
|
||||
hooks:
|
||||
|
||||
@@ -14,6 +14,9 @@ argument-rgx=^_?[a-z][a-zA-Z0-9]+$|^_?[a-z0-9]+$
|
||||
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,
|
||||
|
||||
20
CHANGELOG.md
20
CHANGELOG.md
@@ -1,5 +1,25 @@
|
||||
# Changelog
|
||||
|
||||
## [0.7.0](https://github.com/shizand/statapp/compare/v0.6.0...v0.7.0) (2023-12-01)
|
||||
|
||||
|
||||
### Новые функции
|
||||
|
||||
* добавлена возможность ввода чисел до 5 знаков ([#87](https://github.com/shizand/statapp/issues/87)) ([dc7c487](https://github.com/shizand/statapp/commit/dc7c4875d7e15ad8c9ae5fa16b4b589d156632dd)), closes [#82](https://github.com/shizand/statapp/issues/82)
|
||||
* Добавлены новые характеристики ([#89](https://github.com/shizand/statapp/issues/89)) ([b12db5a](https://github.com/shizand/statapp/commit/b12db5a3003802830784e26a14097ee9d68a0e64)), closes [#84](https://github.com/shizand/statapp/issues/84)
|
||||
|
||||
## [0.6.0](https://github.com/shizand/statapp/compare/v0.5.0...v0.6.0) (2023-10-20)
|
||||
|
||||
|
||||
### Новые функции
|
||||
|
||||
* добавлен "Квадратичный полином" ([#81](https://github.com/shizand/statapp/issues/81)) ([9033770](https://github.com/shizand/statapp/commit/9033770406a6163bee794be80da9d5eebf0fcb87))
|
||||
|
||||
|
||||
### Исправления
|
||||
|
||||
* исправлен формат сохранения файлов ([#79](https://github.com/shizand/statapp/issues/79)) ([044d2b6](https://github.com/shizand/statapp/commit/044d2b61cf068065a0fa0f33c8b0be94753eb84b))
|
||||
|
||||
## [0.5.0](https://github.com/shizand/statapp/compare/v0.4.2...v0.5.0) (2023-10-06)
|
||||
|
||||
|
||||
|
||||
10
README.md
10
README.md
@@ -5,13 +5,13 @@
|
||||
[](https://app.codacy.com/gh/shizand/statapp/dashboard?utm_source=gh&utm_medium=referral&utm_content=&utm_campaign=Badge_grade)
|
||||
|
||||
|
||||
Автоматизированное программное средство по статистическому анализу и регрессионному моделированию. Является идейным продолжателем программы STAT.exe (Produced by Reutov V.N., Donetsk University, 1990)
|
||||
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.
|
||||
В теории, должно работать на любой архитектуре и ОС, где запускается Python 3.8 и есть Qt 5.
|
||||
|
||||
Работоспособность проверена на x64:
|
||||
|
||||
@@ -20,7 +20,11 @@
|
||||
|
||||
## 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).
|
||||
Программа распространяется с помощью [PyInstaller](https://pyinstaller.org/en/stable/).
|
||||
|
||||
Существует две версиии: **statapp** и **statapp-onefile**.
|
||||
|
||||
Различия в том, что onefile версия поставляется одним единственным бинарным файлом. На Windows системах с включенным антивирусом это может вызывать [некоторые проблемы](https://qna.habr.com/q/988553).
|
||||
|
||||
### Готовые двоичные файлы
|
||||
|
||||
|
||||
537
poetry.lock
generated
537
poetry.lock
generated
@@ -49,6 +49,92 @@ files = [
|
||||
{file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "contourpy"
|
||||
version = "1.1.1"
|
||||
description = "Python library for calculating contours of 2D quadrilateral grids"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
files = [
|
||||
{file = "contourpy-1.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:46e24f5412c948d81736509377e255f6040e94216bf1a9b5ea1eaa9d29f6ec1b"},
|
||||
{file = "contourpy-1.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e48694d6a9c5a26ee85b10130c77a011a4fedf50a7279fa0bdaf44bafb4299d"},
|
||||
{file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a66045af6cf00e19d02191ab578a50cb93b2028c3eefed999793698e9ea768ae"},
|
||||
{file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4ebf42695f75ee1a952f98ce9775c873e4971732a87334b099dde90b6af6a916"},
|
||||
{file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f6aec19457617ef468ff091669cca01fa7ea557b12b59a7908b9474bb9674cf0"},
|
||||
{file = "contourpy-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:462c59914dc6d81e0b11f37e560b8a7c2dbab6aca4f38be31519d442d6cde1a1"},
|
||||
{file = "contourpy-1.1.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:6d0a8efc258659edc5299f9ef32d8d81de8b53b45d67bf4bfa3067f31366764d"},
|
||||
{file = "contourpy-1.1.1-cp310-cp310-win32.whl", hash = "sha256:d6ab42f223e58b7dac1bb0af32194a7b9311065583cc75ff59dcf301afd8a431"},
|
||||
{file = "contourpy-1.1.1-cp310-cp310-win_amd64.whl", hash = "sha256:549174b0713d49871c6dee90a4b499d3f12f5e5f69641cd23c50a4542e2ca1eb"},
|
||||
{file = "contourpy-1.1.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:407d864db716a067cc696d61fa1ef6637fedf03606e8417fe2aeed20a061e6b2"},
|
||||
{file = "contourpy-1.1.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:dfe80c017973e6a4c367e037cb31601044dd55e6bfacd57370674867d15a899b"},
|
||||
{file = "contourpy-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e30aaf2b8a2bac57eb7e1650df1b3a4130e8d0c66fc2f861039d507a11760e1b"},
|
||||
{file = "contourpy-1.1.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3de23ca4f381c3770dee6d10ead6fff524d540c0f662e763ad1530bde5112532"},
|
||||
{file = "contourpy-1.1.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:566f0e41df06dfef2431defcfaa155f0acfa1ca4acbf8fd80895b1e7e2ada40e"},
|
||||
{file = "contourpy-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b04c2f0adaf255bf756cf08ebef1be132d3c7a06fe6f9877d55640c5e60c72c5"},
|
||||
{file = "contourpy-1.1.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d0c188ae66b772d9d61d43c6030500344c13e3f73a00d1dc241da896f379bb62"},
|
||||
{file = "contourpy-1.1.1-cp311-cp311-win32.whl", hash = "sha256:0683e1ae20dc038075d92e0e0148f09ffcefab120e57f6b4c9c0f477ec171f33"},
|
||||
{file = "contourpy-1.1.1-cp311-cp311-win_amd64.whl", hash = "sha256:8636cd2fc5da0fb102a2504fa2c4bea3cbc149533b345d72cdf0e7a924decc45"},
|
||||
{file = "contourpy-1.1.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:560f1d68a33e89c62da5da4077ba98137a5e4d3a271b29f2f195d0fba2adcb6a"},
|
||||
{file = "contourpy-1.1.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:24216552104ae8f3b34120ef84825400b16eb6133af2e27a190fdc13529f023e"},
|
||||
{file = "contourpy-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:56de98a2fb23025882a18b60c7f0ea2d2d70bbbcfcf878f9067234b1c4818442"},
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||||
{file = "contourpy-1.1.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:07d6f11dfaf80a84c97f1a5ba50d129d9303c5b4206f776e94037332e298dda8"},
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||||
{file = "contourpy-1.1.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f1eaac5257a8f8a047248d60e8f9315c6cff58f7803971170d952555ef6344a7"},
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||||
{file = "contourpy-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:19557fa407e70f20bfaba7d55b4d97b14f9480856c4fb65812e8a05fe1c6f9bf"},
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||||
{file = "contourpy-1.1.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:081f3c0880712e40effc5f4c3b08feca6d064cb8cfbb372ca548105b86fd6c3d"},
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||||
{file = "contourpy-1.1.1-cp312-cp312-win32.whl", hash = "sha256:059c3d2a94b930f4dafe8105bcdc1b21de99b30b51b5bce74c753686de858cb6"},
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||||
{file = "contourpy-1.1.1-cp312-cp312-win_amd64.whl", hash = "sha256:f44d78b61740e4e8c71db1cf1fd56d9050a4747681c59ec1094750a658ceb970"},
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||||
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||||
{file = "contourpy-1.1.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8394e652925a18ef0091115e3cc191fef350ab6dc3cc417f06da66bf98071ae9"},
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||||
{file = "contourpy-1.1.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c5bd5680f844c3ff0008523a71949a3ff5e4953eb7701b28760805bc9bcff217"},
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||||
{file = "contourpy-1.1.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:66544f853bfa85c0d07a68f6c648b2ec81dafd30f272565c37ab47a33b220684"},
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||||
{file = "contourpy-1.1.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e0c02b75acfea5cab07585d25069207e478d12309557f90a61b5a3b4f77f46ce"},
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||||
{file = "contourpy-1.1.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:41339b24471c58dc1499e56783fedc1afa4bb018bcd035cfb0ee2ad2a7501ef8"},
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||||
{file = "contourpy-1.1.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:f29fb0b3f1217dfe9362ec55440d0743fe868497359f2cf93293f4b2701b8251"},
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
{file = "contourpy-1.1.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:f08e469821a5e4751c97fcd34bcb586bc243c39c2e39321822060ba902eac49e"},
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||||
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||||
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|
||||
{file = "contourpy-1.1.1-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:229a25f68046c5cf8067d6d6351c8b99e40da11b04d8416bf8d2b1d75922521e"},
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||||
{file = "contourpy-1.1.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a10dab5ea1bd4401c9483450b5b0ba5416be799bbd50fc7a6cc5e2a15e03e8a3"},
|
||||
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||||
{file = "contourpy-1.1.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:a75cc163a5f4531a256f2c523bd80db509a49fc23721b36dd1ef2f60ff41c3cb"},
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||||
{file = "contourpy-1.1.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3b53d5769aa1f2d4ea407c65f2d1d08002952fac1d9e9d307aa2e1023554a163"},
|
||||
{file = "contourpy-1.1.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:11b836b7dbfb74e049c302bbf74b4b8f6cb9d0b6ca1bf86cfa8ba144aedadd9c"},
|
||||
{file = "contourpy-1.1.1.tar.gz", hash = "sha256:96ba37c2e24b7212a77da85004c38e7c4d155d3e72a45eeaf22c1f03f607e8ab"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
numpy = {version = ">=1.16,<2.0", markers = "python_version <= \"3.11\""}
|
||||
|
||||
[package.extras]
|
||||
bokeh = ["bokeh", "selenium"]
|
||||
docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
|
||||
mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.4.1)", "types-Pillow"]
|
||||
test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
|
||||
test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
|
||||
|
||||
[[package]]
|
||||
name = "cycler"
|
||||
version = "0.12.1"
|
||||
description = "Composable style cycles"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
files = [
|
||||
{file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
|
||||
{file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
|
||||
]
|
||||
|
||||
[package.extras]
|
||||
docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
|
||||
tests = ["pytest", "pytest-cov", "pytest-xdist"]
|
||||
|
||||
[[package]]
|
||||
name = "dill"
|
||||
version = "0.3.7"
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||||
@@ -90,6 +176,71 @@ docs = ["furo (>=2023.7.26)", "sphinx (>=7.1.2)", "sphinx-autodoc-typehints (>=1
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||||
testing = ["covdefaults (>=2.3)", "coverage (>=7.3)", "diff-cover (>=7.7)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-timeout (>=2.1)"]
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typing = ["typing-extensions (>=4.7.1)"]
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||||
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||||
[[package]]
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||||
name = "fonttools"
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||||
version = "4.43.1"
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||||
description = "Tools to manipulate font files"
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||||
optional = false
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||||
python-versions = ">=3.8"
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||||
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||||
[package.extras]
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||||
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||||
interpolatable = ["munkres", "scipy"]
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||||
lxml = ["lxml (>=4.0,<5)"]
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||||
pathops = ["skia-pathops (>=0.5.0)"]
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||||
plot = ["matplotlib"]
|
||||
repacker = ["uharfbuzz (>=0.23.0)"]
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||||
symfont = ["sympy"]
|
||||
type1 = ["xattr"]
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||||
ufo = ["fs (>=2.2.0,<3)"]
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||||
unicode = ["unicodedata2 (>=15.0.0)"]
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||||
woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
|
||||
|
||||
[[package]]
|
||||
name = "identify"
|
||||
version = "2.5.30"
|
||||
@@ -123,6 +274,24 @@ docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker
|
||||
perf = ["ipython"]
|
||||
testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
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||||
|
||||
[[package]]
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||||
name = "importlib-resources"
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||||
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description = "Read resources from Python packages"
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||||
optional = false
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python-versions = ">=3.8"
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[package.dependencies]
|
||||
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|
||||
|
||||
[package.extras]
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||||
docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
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testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
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||||
|
||||
[[package]]
|
||||
name = "isort"
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@@ -140,6 +309,119 @@ pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"
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||||
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||||
|
||||
[[package]]
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||||
name = "lazy-object-proxy"
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||||
version = "1.9.0"
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||||
@@ -199,6 +481,75 @@ files = [
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||||
[package.dependencies]
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||||
altgraph = ">=0.17"
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||||
|
||||
[[package]]
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||||
name = "matplotlib"
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||||
version = "3.7.3"
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description = "Python plotting package"
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optional = false
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python-versions = ">=3.8"
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||||
]
|
||||
|
||||
[package.dependencies]
|
||||
contourpy = ">=1.0.1"
|
||||
cycler = ">=0.10"
|
||||
fonttools = ">=4.22.0"
|
||||
importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
|
||||
kiwisolver = ">=1.0.1"
|
||||
numpy = ">=1.20,<2"
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||||
packaging = ">=20.0"
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||||
pillow = ">=6.2.0"
|
||||
pyparsing = ">=2.3.1"
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||||
python-dateutil = ">=2.7"
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||||
setuptools_scm = ">=7"
|
||||
|
||||
[[package]]
|
||||
name = "mccabe"
|
||||
version = "0.7.0"
|
||||
@@ -210,6 +561,23 @@ files = [
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{file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
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]
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|
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[[package]]
|
||||
name = "mpmath"
|
||||
version = "1.3.0"
|
||||
description = "Python library for arbitrary-precision floating-point arithmetic"
|
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optional = false
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python-versions = "*"
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files = [
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]
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[package.extras]
|
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develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"]
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||||
docs = ["sphinx"]
|
||||
gmpy = ["gmpy2 (>=2.1.0a4)"]
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||||
tests = ["pytest (>=4.6)"]
|
||||
|
||||
[[package]]
|
||||
name = "nodeenv"
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version = "1.8.0"
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@@ -346,6 +714,85 @@ files = [
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{file = "pefile-2023.2.7.tar.gz", hash = "sha256:82e6114004b3d6911c77c3953e3838654b04511b8b66e8583db70c65998017dc"},
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[[package]]
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name = "pillow"
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version = "9.5.0"
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description = "Python Imaging Library (Fork)"
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optional = false
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python-versions = ">=3.7"
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files = [
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||||
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||||
[package.extras]
|
||||
docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
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||||
tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
|
||||
|
||||
[[package]]
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||||
name = "platformdirs"
|
||||
version = "3.11.0"
|
||||
@@ -363,13 +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-3.4.0-py2.py3-none-any.whl", hash = "sha256:96d529a951f8b677f730a7212442027e8ba53f9b04d217c4c67dc56c393ad945"},
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||||
]
|
||||
|
||||
[package.dependencies]
|
||||
@@ -381,23 +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"
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||||
files = [
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||||
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||||
]
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||||
|
||||
[package.dependencies]
|
||||
@@ -415,13 +862,13 @@ 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 = [
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||||
{file = "pyinstaller-hooks-contrib-2023.9.tar.gz", hash = "sha256:76084b5988e3957a9df169d2a935d65500136967e710ddebf57263f1a909cd80"},
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||||
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||||
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||||
]
|
||||
|
||||
[[package]]
|
||||
@@ -450,6 +897,20 @@ typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""
|
||||
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 = [
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{file = "pyparsing-3.1.1-py3-none-any.whl", hash = "sha256:32c7c0b711493c72ff18a981d24f28aaf9c1fb7ed5e9667c9e84e3db623bdbfb"},
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||||
]
|
||||
|
||||
[package.extras]
|
||||
diagrams = ["jinja2", "railroad-diagrams"]
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||||
|
||||
[[package]]
|
||||
name = "pyside2"
|
||||
version = "5.15.2.1"
|
||||
@@ -579,6 +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 = [
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||||
{file = "setuptools-scm-8.0.4.tar.gz", hash = "sha256:b5f43ff6800669595193fd09891564ee9d1d7dcb196cab4b2506d53a2e1c95c7"},
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||||
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||||
]
|
||||
|
||||
[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"
|
||||
@@ -605,6 +1088,20 @@ files = [
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||||
{file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
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||||
]
|
||||
|
||||
[[package]]
|
||||
name = "sympy"
|
||||
version = "1.12"
|
||||
description = "Computer algebra system (CAS) in Python"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
files = [
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||||
{file = "sympy-1.12-py3-none-any.whl", hash = "sha256:c3588cd4295d0c0f603d0f2ae780587e64e2efeedb3521e46b9bb1d08d184fa5"},
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{file = "sympy-1.12.tar.gz", hash = "sha256:ebf595c8dac3e0fdc4152c51878b498396ec7f30e7a914d6071e674d49420fb8"},
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||||
]
|
||||
|
||||
[package.dependencies]
|
||||
mpmath = ">=0.19"
|
||||
|
||||
[[package]]
|
||||
name = "tomli"
|
||||
version = "2.0.1"
|
||||
@@ -771,4 +1268,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
|
||||
[metadata]
|
||||
lock-version = "2.0"
|
||||
python-versions = ">=3.8,<3.9"
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||||
content-hash = "ff683c2a3f778cd6ad946d6aa4b1f567514f36026e07fccffdb2cd7e86778e0a"
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||||
content-hash = "e8ca19934d2ae7c8fbe0238a777e8d7b8882c86d38a700bdd0495b175f1458fe"
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[tool.poetry]
|
||||
name = "statapp"
|
||||
version = "0.5.0"
|
||||
version = "0.7.0"
|
||||
description = ""
|
||||
authors = [
|
||||
"Maxim Slipenko <statapp@maks1ms.addy.io>"
|
||||
@@ -17,6 +17,9 @@ 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]
|
||||
|
||||
124
statapp/_vendor/multipolyfit.py
Normal file
124
statapp/_vendor/multipolyfit.py
Normal file
@@ -0,0 +1,124 @@
|
||||
# Copyright (c) 2023 Matthew Rocklin
|
||||
# All rights reserved.
|
||||
# This source code is distributed under the terms of the BSD license,
|
||||
# which allows you to use, modify, and distribute it
|
||||
# as long as you comply with the license terms.
|
||||
|
||||
# In addition, this code has been modified by Maxim Slipenko and
|
||||
# is now also licensed under the GPL-3.0.
|
||||
# See the GPL-3.0 license for details.
|
||||
|
||||
import itertools
|
||||
from numpy import linalg, zeros, ones, hstack, asarray
|
||||
from sympy import symbols, Mul, Add, S
|
||||
|
||||
|
||||
def basisVector(n, i):
|
||||
""" Return an array like [0, 0, ..., 1, ..., 0, 0]
|
||||
|
||||
>>> from statapp._vendor.multipolyfit import basisVector
|
||||
>>> basis_vector(3, 1)
|
||||
array([0, 1, 0])
|
||||
>>> basisVector(5, 4)
|
||||
array([0, 0, 0, 0, 1])
|
||||
"""
|
||||
x = zeros(n, dtype=int)
|
||||
x[i] = 1
|
||||
return x
|
||||
|
||||
|
||||
def asTall(x):
|
||||
""" Turns a row vector into a column vector """
|
||||
return x.reshape(x.shape + (1,))
|
||||
|
||||
|
||||
def multipolyfit(xs, y, deg, full=False, modelOut=False, powersOut=False):
|
||||
# pylint: disable-msg=too-many-locals
|
||||
"""
|
||||
Least squares multivariate polynomial fit
|
||||
|
||||
Fit a polynomial like ``y = a**2 + 3a - 2ab + 4b**2 - 1``
|
||||
with many covariates a, b, c, ...
|
||||
|
||||
Parameters
|
||||
----------
|
||||
|
||||
xs : array_like, shape (M, k)
|
||||
x-coordinates of the k covariates over the M sample points
|
||||
y : array_like, shape(M,)
|
||||
y-coordinates of the sample points.
|
||||
deg : int
|
||||
Degree o fthe fitting polynomial
|
||||
modelOut : bool (defaults to True)
|
||||
If True return a callable function
|
||||
If False return an array of coefficients
|
||||
powersOut : bool (defaults to False)
|
||||
Returns the meaning of each of the coefficients in the form of an
|
||||
iterator that gives the powers over the inputs and 1
|
||||
For example if xs corresponds to the covariates a,b,c then the array
|
||||
[1, 2, 1, 0] corresponds to 1**1 * a**2 * b**1 * c**0
|
||||
|
||||
See Also
|
||||
--------
|
||||
numpy.polyfit
|
||||
|
||||
"""
|
||||
# pylin
|
||||
y = asarray(y).squeeze()
|
||||
# rows = y.shape[0]
|
||||
xs = asarray(xs)
|
||||
numCovariates = xs.shape[1]
|
||||
xs = hstack((ones((xs.shape[0], 1), dtype=xs.dtype) , xs))
|
||||
|
||||
generators = [basisVector(numCovariates + 1, i)
|
||||
for i in range(numCovariates+1)]
|
||||
|
||||
# All combinations of degrees
|
||||
powers = [sum(x) for x in itertools.combinations_with_replacement(generators, deg)]
|
||||
|
||||
# Raise data to specified degree pattern, stack in order
|
||||
a = hstack(asarray([asTall((xs ** p).prod(1)) for p in powers]))
|
||||
|
||||
result = linalg.lstsq(a, y, rcond=None)
|
||||
beta = result[0]
|
||||
|
||||
if modelOut:
|
||||
return mkModel(beta, powers)
|
||||
|
||||
if powersOut:
|
||||
return beta, powers
|
||||
|
||||
if full:
|
||||
return result, powers, a
|
||||
|
||||
return beta
|
||||
|
||||
|
||||
def mkModel(beta, powers):
|
||||
""" Create a callable python function out of beta/powers from multipolyfit
|
||||
|
||||
This function is callable from within multipolyfit using the model_out flag
|
||||
"""
|
||||
# Create a function that takes in many x values
|
||||
# and returns an approximate y value
|
||||
def model(*args):
|
||||
numCovariates = len(powers[0]) - 1
|
||||
if len(args) != numCovariates:
|
||||
raise ValueError(f"Expected {numCovariates} inputs")
|
||||
xs = asarray((1,) + args)
|
||||
return sum(coeff * (xs**p).prod()
|
||||
for p, coeff in zip(powers, beta))
|
||||
return model
|
||||
|
||||
|
||||
def mkSympyFunction(beta, powers):
|
||||
terms = getTerms(powers)
|
||||
return Add(*[coeff * term for term, coeff in zip(terms, beta)])
|
||||
|
||||
|
||||
def getTerms(powers):
|
||||
numCovariates = len(powers[0])
|
||||
xs = (S.One,) + symbols(f'x1:{numCovariates}')
|
||||
|
||||
terms = [Mul(*[x ** deg for x, deg in zip(xs, power)]) for power in powers]
|
||||
return terms
|
||||
@@ -21,6 +21,7 @@ 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
|
||||
@@ -58,37 +59,79 @@ def varianceAnalysis(data):
|
||||
def correlationAnalysis(data):
|
||||
return pd.DataFrame(data).corr().to_numpy()
|
||||
|
||||
|
||||
@dataclass()
|
||||
class LinearPolynomResult:
|
||||
class RegressionResult:
|
||||
"""
|
||||
Attributes:
|
||||
paramsAndImportance (np.ndarray): Параметры модели. Первая колонка -
|
||||
residualVariance (np.float64): Остаточная дисперсия
|
||||
scaledResidualVariance (np.float64): Остаточная дисперсия (масштабированная)
|
||||
monomials (list): Список одночленов в строковом виде без коэффициентов. Свободный член - c
|
||||
"""
|
||||
paramsAndImportance: np.ndarray
|
||||
residualVariance: np.float64
|
||||
scaledResidualVariance: np.float64
|
||||
rSquared: np.float64
|
||||
fStatistic: np.float64
|
||||
monomials: list
|
||||
|
||||
|
||||
def linearPolynom(inputData) -> LinearPolynomResult:
|
||||
def commonPolynom(inputData, deg) -> 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]
|
||||
result, powers, data = multipolyfit(x, y, deg, full=True)
|
||||
(out, mse, scaledResidualVariance,
|
||||
rSquared, fStatistic) = calculateStats(data, result[0], result[1], y)
|
||||
|
||||
# Степень свободы
|
||||
dof = len(data) - len(params)
|
||||
return RegressionResult(
|
||||
out.to_numpy(),
|
||||
np.float64(mse),
|
||||
np.float64(scaledResidualVariance),
|
||||
np.float64(rSquared),
|
||||
np.float64(fStatistic),
|
||||
['c' if str(x) == '1' else str(x) for x in getTerms(powers)]
|
||||
)
|
||||
|
||||
|
||||
def linearPolynom(inputData) -> RegressionResult:
|
||||
return commonPolynom(inputData, 1)
|
||||
|
||||
|
||||
def squaredPolynom(inputData) -> RegressionResult:
|
||||
return commonPolynom(inputData, 2)
|
||||
|
||||
|
||||
def calculateStats(data, params, residues, y):
|
||||
# pylint: disable-msg=too-many-locals
|
||||
|
||||
k = len(params) # Количество оцениваемых параметров (коэффициентов)
|
||||
n = len(data) # Количество наблюдений
|
||||
|
||||
# Степень свободы (degrees of freedom) для остатков
|
||||
dof = n - k # Количество наблюдений минус количество оцениваемых параметров
|
||||
# Остаточная дисперсия (Mean Squared Error, MSE)
|
||||
mse = residues / dof
|
||||
# Среднее значение остатков
|
||||
meanResiduals = np.sum(residues) / dof
|
||||
# Масштабированная остаточная дисперсия
|
||||
scaledResidualVariance = residues / meanResiduals ** 2
|
||||
# Ковариационная матрица коэффициентов
|
||||
cov = mse * np.diagonal(np.linalg.inv(data.T @ data))
|
||||
# Стандартные ошибки коэффициентов
|
||||
se = np.sqrt(cov)
|
||||
# T-статистики для каждого коэффициента регрессии
|
||||
tStatistics = params / se
|
||||
|
||||
# возможно стоит сделать через np.reshape + np.concatenate
|
||||
# R-squared (коэффициент множественной детерминации)
|
||||
sst = np.sum((y - np.mean(y)) ** 2) # Сумма квадратов отклонений
|
||||
rSquared = 1 - (mse[0] / sst)
|
||||
|
||||
# F-statistic (статистика Фишера)
|
||||
fStatistic = (rSquared / (k - 1)) / ((1 - rSquared) / (n - k))
|
||||
|
||||
out = pd.DataFrame()
|
||||
out[0] = params
|
||||
out[1] = tStatistics
|
||||
|
||||
return LinearPolynomResult(
|
||||
out.to_numpy(),
|
||||
np.float64(mse[0])
|
||||
)
|
||||
return out, mse[0], scaledResidualVariance, rSquared, fStatistic
|
||||
|
||||
20
statapp/constants.py
Normal file
20
statapp/constants.py
Normal file
@@ -0,0 +1,20 @@
|
||||
#
|
||||
# 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/>.
|
||||
#
|
||||
NUMBERS_PRECISION = 5
|
||||
@@ -17,11 +17,14 @@
|
||||
# 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.constants import NUMBERS_PRECISION
|
||||
from statapp.mathtex_header_view import MathTexHeaderView
|
||||
from statapp.models.correlation_analysis_model import CorrelationAnalysisModel
|
||||
from statapp.ui.ui_correlation_analysis_window import Ui_CorrelationAnalysisWindow
|
||||
from statapp.utils import resourcePath
|
||||
@@ -34,8 +37,14 @@ class CorrelationAnalysisWindow(QDialog):
|
||||
self.ui.setupUi(self)
|
||||
|
||||
res = correlationAnalysis(data)
|
||||
self.model = CorrelationAnalysisModel(res.round(2))
|
||||
self.model = CorrelationAnalysisModel(res.round(NUMBERS_PRECISION))
|
||||
self.ui.tableView.setModel(self.model)
|
||||
self.ui.tableView.setVerticalHeader(
|
||||
MathTexHeaderView(self.ui.tableView)
|
||||
)
|
||||
self.ui.tableView.setHorizontalHeader(
|
||||
MathTexHeaderView(self.ui.tableView,orientation=QtCore.Qt.Horizontal)
|
||||
)
|
||||
header = self.ui.tableView.horizontalHeader()
|
||||
header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
|
||||
|
||||
|
||||
@@ -18,18 +18,22 @@
|
||||
# along with this program. If not, see <http://www.gnu.org/licenses/>.
|
||||
#
|
||||
import numpy as np
|
||||
from PySide2 import QtCore
|
||||
from PySide2.QtCore import Slot
|
||||
from PySide2.QtWidgets import QMainWindow, QMessageBox
|
||||
|
||||
from statapp.calculations import generateXValues, generateYValues
|
||||
from statapp.constants import NUMBERS_PRECISION
|
||||
from statapp.generate_factor_window import GenerateFactorWindow
|
||||
from statapp.linear_polynom_window import LinearPolynomWindow
|
||||
from statapp.polynoms.linear_polynom_window import LinearPolynomWindow
|
||||
from statapp.mathtex_header_view import MathTexHeaderView
|
||||
from statapp.models.input_values_model import InputValuesModel
|
||||
from statapp.generate_window import GenerateWindow
|
||||
from statapp.about_window import AboutWindow
|
||||
from statapp.models.fileslc_model import FileSLCModel
|
||||
from statapp.polynoms.squared_polynom_window import SquaredPolynomWindow
|
||||
from statapp.ui.ui_main_window import Ui_MainWindow
|
||||
from statapp.utils import buildMessageBox, addIcon
|
||||
from statapp.utils import buildMessageBox, addIcon, FloatDelegate
|
||||
from statapp.variance_analysis import VarianceAnalysisWindow
|
||||
from statapp.correlation_analysis import CorrelationAnalysisWindow
|
||||
|
||||
@@ -51,6 +55,7 @@ class MainWindow(QMainWindow):
|
||||
self.ui.varianceAnalysisAction,
|
||||
self.ui.correlationAnalisisAction,
|
||||
self.ui.linearPolynomAction,
|
||||
self.ui.squaredPolynomAction,
|
||||
]
|
||||
|
||||
self.aboutWindow = None
|
||||
@@ -58,7 +63,11 @@ class MainWindow(QMainWindow):
|
||||
self.isDataChanged = False
|
||||
self.model = InputValuesModel()
|
||||
self.fileModel = FileSLCModel()
|
||||
self.ui.tableView.setItemDelegate(FloatDelegate())
|
||||
self.ui.tableView.setModel(self.model)
|
||||
self.ui.tableView.setHorizontalHeader(
|
||||
MathTexHeaderView(self.ui.tableView, orientation=QtCore.Qt.Horizontal)
|
||||
)
|
||||
self.model.layoutChanged.connect(self.updateActionsEnabled)
|
||||
self.updateActionsEnabled()
|
||||
#
|
||||
@@ -109,6 +118,11 @@ class MainWindow(QMainWindow):
|
||||
reply = msgBox.exec_()
|
||||
if reply == QMessageBox.StandardButton.Yes:
|
||||
self.fileModel.saveFile(self.model.getData())
|
||||
|
||||
data = self.fileModel.loadFile()
|
||||
if data is not None and data.shape[0] > 0:
|
||||
self.model.updateAllData(data)
|
||||
self.isDataChanged = False
|
||||
elif reply == QMessageBox.StandardButton.Cancel:
|
||||
return
|
||||
else:
|
||||
@@ -138,7 +152,7 @@ class MainWindow(QMainWindow):
|
||||
|
||||
if gw.exec():
|
||||
y = generateYValues(gw.mat, gw.deviation, gw.count)
|
||||
self.model.updateAllData(y.round(2))
|
||||
self.model.updateAllData(y.round(NUMBERS_PRECISION))
|
||||
self.isDataChanged = True
|
||||
|
||||
@Slot()
|
||||
@@ -149,7 +163,7 @@ class MainWindow(QMainWindow):
|
||||
data = self.model.getData()
|
||||
y = self.model.getY()
|
||||
xValues = generateXValues(gfw.mat, gfw.deviation, gfw.typeConnection, y)
|
||||
data = np.concatenate((data, xValues.round(2)), axis=1)
|
||||
data = np.concatenate((data, xValues.round(NUMBERS_PRECISION)), axis=1)
|
||||
self.model.updateAllData(data)
|
||||
self.isDataChanged = True
|
||||
|
||||
@@ -173,6 +187,11 @@ class MainWindow(QMainWindow):
|
||||
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 = ''
|
||||
|
||||
107
statapp/mathtex_header_view.py
Normal file
107
statapp/mathtex_header_view.py
Normal file
@@ -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)
|
||||
@@ -20,6 +20,9 @@
|
||||
import numpy as np
|
||||
from PySide2.QtWidgets import QFileDialog, QMessageBox
|
||||
|
||||
from statapp.constants import NUMBERS_PRECISION
|
||||
from statapp.utils import buildMessageBox
|
||||
|
||||
|
||||
class FileSLCModel:
|
||||
def __init__(self):
|
||||
@@ -27,19 +30,43 @@ class FileSLCModel:
|
||||
self.fileName = None
|
||||
|
||||
def saveFile(self, data):
|
||||
if not self.fileName:
|
||||
# pylint: disable=duplicate-code
|
||||
|
||||
if self.fileName:
|
||||
file = '\nФайл сохранения: ' + self.fileName
|
||||
|
||||
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=",")
|
||||
return True
|
||||
if self.fileName:
|
||||
np.savetxt(self.fileName, data, delimiter=",", fmt=f"%.{NUMBERS_PRECISION}f")
|
||||
return True
|
||||
return False
|
||||
|
||||
def loadFile(self):
|
||||
self.fileName, _ = QFileDialog.getOpenFileName(
|
||||
None, "Загрузить файл", "", "Files (*.txt *.csv)"
|
||||
)
|
||||
|
||||
if self.fileName:
|
||||
try:
|
||||
content = np.genfromtxt(self.fileName, delimiter=',', invalid_raise=True, ndmin=2)
|
||||
|
||||
@@ -17,15 +17,18 @@
|
||||
# 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.calculations import RegressionResult
|
||||
from statapp.models.ro_table_model import ROTableModel
|
||||
|
||||
|
||||
class LinearPolynomModel(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):
|
||||
count = (self.rowCount(QModelIndex()))
|
||||
return ['Свободный член'] + [f'X{i}' for i in range(1, count)]
|
||||
return self._monomials
|
||||
@@ -18,4 +18,4 @@
|
||||
# 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)]
|
||||
return ['y'] + [f'x{i}' for i in range(1, count)]
|
||||
|
||||
27
statapp/polynoms/linear_polynom_window.py
Normal file
27
statapp/polynoms/linear_polynom_window.py
Normal file
@@ -0,0 +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 statapp.calculations import linearPolynom
|
||||
from statapp.polynoms.polynom_window import PolynomWindow
|
||||
|
||||
|
||||
class LinearPolynomWindow(PolynomWindow):
|
||||
def __init__(self, data):
|
||||
result = linearPolynom(data)
|
||||
super().__init__(result, "Линейный полином")
|
||||
@@ -18,25 +18,28 @@
|
||||
# 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.models.linear_polynom_model import LinearPolynomModel
|
||||
from statapp.ui.ui_linear_polynom_window import Ui_LinearPolynomWindow
|
||||
from statapp.utils import addIcon
|
||||
from statapp.mathtex_header_view import MathTexHeaderView
|
||||
from statapp.models.regression_result_model import RegressionResultModel
|
||||
from statapp.ui.ui_polynom_window import Ui_PolynomWindow
|
||||
from statapp.utils import addIcon, FloatDelegate
|
||||
|
||||
|
||||
class LinearPolynomWindow(QDialog):
|
||||
def __init__(self, data):
|
||||
class PolynomWindow(QDialog):
|
||||
def __init__(self, result, windowTitle):
|
||||
super().__init__()
|
||||
self.ui = Ui_LinearPolynomWindow()
|
||||
self.ui = Ui_PolynomWindow()
|
||||
self.ui.setupUi(self)
|
||||
addIcon(self)
|
||||
self.setWindowTitle(windowTitle)
|
||||
|
||||
result = linearPolynom(data)
|
||||
|
||||
self.model = LinearPolynomModel(result.paramsAndImportance.round(2))
|
||||
self.model = RegressionResultModel(result)
|
||||
self.ui.tableView.setItemDelegate(FloatDelegate())
|
||||
self.ui.tableView.setModel(self.model)
|
||||
self.ui.tableView.setVerticalHeader(MathTexHeaderView(self.ui.tableView))
|
||||
header = self.ui.tableView.horizontalHeader()
|
||||
header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
|
||||
|
||||
self.ui.residualVarianceValueLabel.setText(str(result.residualVariance))
|
||||
self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance))
|
||||
self.ui.fStatisticValueLabel.setText(str(result.fStatistic))
|
||||
self.ui.rSquaredValueLabel.setText(str(result.scaledResidualVariance))
|
||||
27
statapp/polynoms/squared_polynom_window.py
Normal file
27
statapp/polynoms/squared_polynom_window.py
Normal file
@@ -0,0 +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 statapp.calculations import squaredPolynom
|
||||
from statapp.polynoms.polynom_window import PolynomWindow
|
||||
|
||||
|
||||
class SquaredPolynomWindow(PolynomWindow):
|
||||
def __init__(self, data):
|
||||
result = squaredPolynom(data)
|
||||
super().__init__(result, "Квадратичный полином")
|
||||
@@ -71,6 +71,9 @@
|
||||
<pointsize>12</pointsize>
|
||||
</font>
|
||||
</property>
|
||||
<property name="decimals">
|
||||
<number>5</number>
|
||||
</property>
|
||||
<property name="maximum">
|
||||
<double>1000000.000000000000000</double>
|
||||
</property>
|
||||
@@ -83,6 +86,9 @@
|
||||
<pointsize>12</pointsize>
|
||||
</font>
|
||||
</property>
|
||||
<property name="decimals">
|
||||
<number>5</number>
|
||||
</property>
|
||||
<property name="maximum">
|
||||
<double>1000000.000000000000000</double>
|
||||
</property>
|
||||
|
||||
@@ -44,6 +44,9 @@
|
||||
</item>
|
||||
<item row="1" column="1">
|
||||
<widget class="QDoubleSpinBox" name="matSpinBox">
|
||||
<property name="decimals">
|
||||
<number>5</number>
|
||||
</property>
|
||||
<property name="maximum">
|
||||
<double>1000000.000000000000000</double>
|
||||
</property>
|
||||
@@ -68,6 +71,9 @@
|
||||
</item>
|
||||
<item row="2" column="1">
|
||||
<widget class="QDoubleSpinBox" name="deviationSpinBox">
|
||||
<property name="decimals">
|
||||
<number>5</number>
|
||||
</property>
|
||||
<property name="maximum">
|
||||
<double>1000000.000000000000000</double>
|
||||
</property>
|
||||
|
||||
@@ -1,49 +0,0 @@
|
||||
<?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"/>
|
||||
</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>
|
||||
@@ -70,6 +70,7 @@
|
||||
<string>Моделирование</string>
|
||||
</property>
|
||||
<addaction name="linearPolynomAction"/>
|
||||
<addaction name="squaredPolynomAction"/>
|
||||
</widget>
|
||||
<widget class="QMenu" name="helpmenu">
|
||||
<property name="title">
|
||||
@@ -129,6 +130,11 @@
|
||||
<string>Линейный полином</string>
|
||||
</property>
|
||||
</action>
|
||||
<action name="squaredPolynomAction">
|
||||
<property name="text">
|
||||
<string>Квадратичный полином</string>
|
||||
</property>
|
||||
</action>
|
||||
</widget>
|
||||
<resources/>
|
||||
<connections/>
|
||||
|
||||
101
statapp/ui/polynom_window.ui
Normal file
101
statapp/ui/polynom_window.ui
Normal file
@@ -0,0 +1,101 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<ui version="4.0">
|
||||
<class>PolynomWindow</class>
|
||||
<widget class="QDialog" name="PolynomWindow">
|
||||
<property name="geometry">
|
||||
<rect>
|
||||
<x>0</x>
|
||||
<y>0</y>
|
||||
<width>630</width>
|
||||
<height>400</height>
|
||||
</rect>
|
||||
</property>
|
||||
<property name="windowTitle">
|
||||
<string>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="polynomResult">
|
||||
<property name="topMargin">
|
||||
<number>10</number>
|
||||
</property>
|
||||
<item row="0" column="1">
|
||||
<widget class="QLabel" name="residualVarianceValueLabel">
|
||||
<property name="text">
|
||||
<string>undefined</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="1" column="1">
|
||||
<widget class="QLabel" name="scaledResidualVarianceValueLabel">
|
||||
<property name="text">
|
||||
<string>undefined</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="2" column="0">
|
||||
<widget class="QLabel" name="fStatisticLabel">
|
||||
<property name="text">
|
||||
<string>F1 - отношение Фишера</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="0" column="0">
|
||||
<widget class="QLabel" name="residualVarianceLabel">
|
||||
<property name="text">
|
||||
<string>Остаточная дисперсия:</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="1" column="0">
|
||||
<widget class="QLabel" name="scaledResidualVarianceLabel">
|
||||
<property name="text">
|
||||
<string>Остаточная дисперсия (масштабированная):</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="3" column="0">
|
||||
<widget class="QLabel" name="rSquaredLabel">
|
||||
<property name="text">
|
||||
<string>Коэффициент множественной дереминизации</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="2" column="1">
|
||||
<widget class="QLabel" name="fStatisticValueLabel">
|
||||
<property name="text">
|
||||
<string>undefined</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="3" column="1">
|
||||
<widget class="QLabel" name="rSquaredValueLabel">
|
||||
<property name="text">
|
||||
<string>undefined</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
<resources/>
|
||||
<connections/>
|
||||
</ui>
|
||||
2
statapp/ui/ui_generate_factor_window.py
generated
2
statapp/ui/ui_generate_factor_window.py
generated
@@ -71,6 +71,7 @@ class Ui_GenerateFactorWindow(object):
|
||||
self.matSpinBox = QDoubleSpinBox(GenerateFactorWindow)
|
||||
self.matSpinBox.setObjectName(u"matSpinBox")
|
||||
self.matSpinBox.setFont(font)
|
||||
self.matSpinBox.setDecimals(5)
|
||||
self.matSpinBox.setMaximum(1000000.000000000000000)
|
||||
|
||||
self.gridLayout.addWidget(self.matSpinBox, 1, 1, 1, 1)
|
||||
@@ -78,6 +79,7 @@ class Ui_GenerateFactorWindow(object):
|
||||
self.deviationSpinBox = QDoubleSpinBox(GenerateFactorWindow)
|
||||
self.deviationSpinBox.setObjectName(u"deviationSpinBox")
|
||||
self.deviationSpinBox.setFont(font)
|
||||
self.deviationSpinBox.setDecimals(5)
|
||||
self.deviationSpinBox.setMaximum(1000000.000000000000000)
|
||||
|
||||
self.gridLayout.addWidget(self.deviationSpinBox, 2, 1, 1, 1)
|
||||
|
||||
2
statapp/ui/ui_generate_window.py
generated
2
statapp/ui/ui_generate_window.py
generated
@@ -62,6 +62,7 @@ class Ui_GenerateWindow(object):
|
||||
|
||||
self.matSpinBox = QDoubleSpinBox(GenerateWindow)
|
||||
self.matSpinBox.setObjectName(u"matSpinBox")
|
||||
self.matSpinBox.setDecimals(5)
|
||||
self.matSpinBox.setMaximum(1000000.000000000000000)
|
||||
|
||||
self.gridLayout.addWidget(self.matSpinBox, 1, 1, 1, 1)
|
||||
@@ -80,6 +81,7 @@ class Ui_GenerateWindow(object):
|
||||
|
||||
self.deviationSpinBox = QDoubleSpinBox(GenerateWindow)
|
||||
self.deviationSpinBox.setObjectName(u"deviationSpinBox")
|
||||
self.deviationSpinBox.setDecimals(5)
|
||||
self.deviationSpinBox.setMaximum(1000000.000000000000000)
|
||||
|
||||
self.gridLayout.addWidget(self.deviationSpinBox, 2, 1, 1, 1)
|
||||
|
||||
79
statapp/ui/ui_linear_polynom_window.py
generated
79
statapp/ui/ui_linear_polynom_window.py
generated
@@ -1,79 +0,0 @@
|
||||
# -*- 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.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
|
||||
4
statapp/ui/ui_main_window.py
generated
4
statapp/ui/ui_main_window.py
generated
@@ -56,6 +56,8 @@ class Ui_MainWindow(object):
|
||||
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)
|
||||
@@ -104,6 +106,7 @@ class Ui_MainWindow(object):
|
||||
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)
|
||||
@@ -122,6 +125,7 @@ class Ui_MainWindow(object):
|
||||
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))
|
||||
|
||||
118
statapp/ui/ui_polynom_window.py
generated
Normal file
118
statapp/ui/ui_polynom_window.py
generated
Normal file
@@ -0,0 +1,118 @@
|
||||
# -*- 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 'polynom_window.ui'
|
||||
##
|
||||
## Created by: Qt User Interface Compiler version 5.15.2
|
||||
##
|
||||
## WARNING! All changes made in this file will be lost when recompiling UI file!
|
||||
################################################################################
|
||||
|
||||
from PySide2.QtCore import *
|
||||
from PySide2.QtGui import *
|
||||
from PySide2.QtWidgets import *
|
||||
|
||||
|
||||
class Ui_PolynomWindow(object):
|
||||
def setupUi(self, PolynomWindow):
|
||||
if not PolynomWindow.objectName():
|
||||
PolynomWindow.setObjectName(u"PolynomWindow")
|
||||
PolynomWindow.resize(630, 400)
|
||||
self.gridLayout_2 = QGridLayout(PolynomWindow)
|
||||
self.gridLayout_2.setObjectName(u"gridLayout_2")
|
||||
self.gridLayout = QGridLayout()
|
||||
self.gridLayout.setObjectName(u"gridLayout")
|
||||
self.tableView = QTableView(PolynomWindow)
|
||||
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.polynomResult = QGridLayout()
|
||||
self.polynomResult.setObjectName(u"polynomResult")
|
||||
self.polynomResult.setContentsMargins(-1, 10, -1, -1)
|
||||
self.residualVarianceValueLabel = QLabel(PolynomWindow)
|
||||
self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1)
|
||||
|
||||
self.scaledResidualVarianceValueLabel = QLabel(PolynomWindow)
|
||||
self.scaledResidualVarianceValueLabel.setObjectName(u"scaledResidualVarianceValueLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.scaledResidualVarianceValueLabel, 1, 1, 1, 1)
|
||||
|
||||
self.fStatisticLabel = QLabel(PolynomWindow)
|
||||
self.fStatisticLabel.setObjectName(u"fStatisticLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.fStatisticLabel, 2, 0, 1, 1)
|
||||
|
||||
self.residualVarianceLabel = QLabel(PolynomWindow)
|
||||
self.residualVarianceLabel.setObjectName(u"residualVarianceLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.residualVarianceLabel, 0, 0, 1, 1)
|
||||
|
||||
self.scaledResidualVarianceLabel = QLabel(PolynomWindow)
|
||||
self.scaledResidualVarianceLabel.setObjectName(u"scaledResidualVarianceLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.scaledResidualVarianceLabel, 1, 0, 1, 1)
|
||||
|
||||
self.rSquaredLabel = QLabel(PolynomWindow)
|
||||
self.rSquaredLabel.setObjectName(u"rSquaredLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.rSquaredLabel, 3, 0, 1, 1)
|
||||
|
||||
self.fStatisticValueLabel = QLabel(PolynomWindow)
|
||||
self.fStatisticValueLabel.setObjectName(u"fStatisticValueLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.fStatisticValueLabel, 2, 1, 1, 1)
|
||||
|
||||
self.rSquaredValueLabel = QLabel(PolynomWindow)
|
||||
self.rSquaredValueLabel.setObjectName(u"rSquaredValueLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.rSquaredValueLabel, 3, 1, 1, 1)
|
||||
|
||||
|
||||
self.gridLayout.addLayout(self.polynomResult, 1, 0, 1, 1)
|
||||
|
||||
|
||||
self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1)
|
||||
|
||||
|
||||
self.retranslateUi(PolynomWindow)
|
||||
|
||||
QMetaObject.connectSlotsByName(PolynomWindow)
|
||||
# setupUi
|
||||
|
||||
def retranslateUi(self, PolynomWindow):
|
||||
PolynomWindow.setWindowTitle(QCoreApplication.translate("PolynomWindow", u"\u041f\u043e\u043b\u0438\u043d\u043e\u043c", None))
|
||||
self.residualVarianceValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
|
||||
self.scaledResidualVarianceValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
|
||||
self.fStatisticLabel.setText(QCoreApplication.translate("PolynomWindow", u"F1 - \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0435 \u0424\u0438\u0448\u0435\u0440\u0430", None))
|
||||
self.residualVarianceLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f:", None))
|
||||
self.scaledResidualVarianceLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f (\u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f):", None))
|
||||
self.rSquaredLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041a\u043e\u044d\u0444\u0444\u0438\u0446\u0438\u0435\u043d\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u0434\u0435\u0440\u0435\u043c\u0438\u043d\u0438\u0437\u0430\u0446\u0438\u0438", None))
|
||||
self.fStatisticValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
|
||||
self.rSquaredValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
|
||||
# retranslateUi
|
||||
@@ -22,7 +22,9 @@ import sys
|
||||
|
||||
from PySide2.QtCore import QSize
|
||||
from PySide2.QtGui import QIcon
|
||||
from PySide2.QtWidgets import QMessageBox
|
||||
from PySide2.QtWidgets import QMessageBox, QDoubleSpinBox, QStyledItemDelegate
|
||||
|
||||
from statapp.constants import NUMBERS_PRECISION
|
||||
|
||||
|
||||
def resourcePath(relative):
|
||||
@@ -58,3 +60,19 @@ def buildMessageBox(title, text, icon, buttons, defaultButton):
|
||||
msgBox.setDefaultButton(defaultButton)
|
||||
|
||||
return msgBox
|
||||
|
||||
|
||||
class FloatDelegate(QStyledItemDelegate):
|
||||
def __init__(self, parent=None):
|
||||
QStyledItemDelegate.__init__(self, parent=parent)
|
||||
|
||||
def createEditor(self, parent, option, index):
|
||||
editor = QDoubleSpinBox(parent)
|
||||
editor.setDecimals(NUMBERS_PRECISION)
|
||||
editor.setMaximum(10**8)
|
||||
editor.setMinimum(-10**8)
|
||||
return editor
|
||||
|
||||
def displayText(self, value, locale):
|
||||
# Грязный хак, скорее всего нужно было использовать locale
|
||||
return f'{value:.{NUMBERS_PRECISION}f}'
|
||||
|
||||
@@ -20,9 +20,11 @@
|
||||
from PySide2.QtWidgets import QDialog, QHeaderView
|
||||
|
||||
from statapp.calculations import varianceAnalysis
|
||||
from statapp.constants import NUMBERS_PRECISION
|
||||
from statapp.mathtex_header_view import MathTexHeaderView
|
||||
from statapp.models.variance_analysis_model import VarianceAnalysisModel
|
||||
from statapp.ui.ui_variance_analysis_window import Ui_VarianceAnalysisWindow
|
||||
from statapp.utils import addIcon
|
||||
from statapp.utils import addIcon, FloatDelegate
|
||||
|
||||
|
||||
class VarianceAnalysisWindow(QDialog):
|
||||
@@ -32,8 +34,12 @@ class VarianceAnalysisWindow(QDialog):
|
||||
self.ui.setupUi(self)
|
||||
|
||||
res = varianceAnalysis(data)
|
||||
self.model = VarianceAnalysisModel(res.round(2))
|
||||
self.model = VarianceAnalysisModel(res.round(NUMBERS_PRECISION))
|
||||
self.ui.tableView.setItemDelegate(FloatDelegate())
|
||||
self.ui.tableView.setModel(self.model)
|
||||
self.ui.tableView.setVerticalHeader(
|
||||
MathTexHeaderView(self.ui.tableView)
|
||||
)
|
||||
header = self.ui.tableView.horizontalHeader()
|
||||
header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
|
||||
|
||||
|
||||
Reference in New Issue
Block a user