From 2427c6865b2a1a8ef3bcccd252e6b5ec6c022a68 Mon Sep 17 00:00:00 2001
From: Artanias <43622365+Artanias@users.noreply.github.com>
Date: Tue, 4 Nov 2025 15:47:26 +0300
Subject: [PATCH 1/9] build: upgrades used base docker image to Ubuntu 24.04.

---
 .github/workflows/check_n_push_image.yml      |  28 ++--
 .pre-commit-config.yaml                       |   4 +-
 CONTRIBUTING.md                               |   2 +-
 Makefile                                      |   8 +-
 README.md                                     |   6 +-
 debian/control.in                             |   4 +-
 debian/preinst.in                             |   2 +-
 ....dockerfile => base_ubuntu2404.dockerfile} |  19 ++-
 ...> base_ubuntu2404.dockerfile.dockerignore} |   0
 docker/docker.mk                              |   6 +-
 ....dockerfile => test_ubuntu2404.dockerfile} |   7 +-
 ...u2204.dockerfile => ubuntu2404.dockerfile} |   3 +
 locales/codeplag.pot                          | 124 ++++++++++--------
 .../translations/en/LC_MESSAGES/codeplag.po   | 122 +++++++++--------
 .../translations/ru/LC_MESSAGES/codeplag.po   | 122 +++++++++--------
 pyproject.toml                                |   6 +-
 setup.py                                      |  22 +++-
 src/codeplag/codeplagcli.py                   |  22 ++--
 src/codeplag/cplag/utils.py                   |  11 +-
 19 files changed, 285 insertions(+), 233 deletions(-)
 rename docker/{base_ubuntu2204.dockerfile => base_ubuntu2404.dockerfile} (58%)
 rename docker/{base_ubuntu2204.dockerfile.dockerignore => base_ubuntu2404.dockerfile.dockerignore} (100%)
 rename docker/{test_ubuntu2204.dockerfile => test_ubuntu2404.dockerfile} (74%)
 rename docker/{ubuntu2204.dockerfile => ubuntu2404.dockerfile} (89%)

diff --git a/.github/workflows/check_n_push_image.yml b/.github/workflows/check_n_push_image.yml
index e61c210a..9a9d8e4b 100644
--- a/.github/workflows/check_n_push_image.yml
+++ b/.github/workflows/check_n_push_image.yml
@@ -19,26 +19,26 @@ on:
 
 jobs:
   check-code:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
 
     steps:
     - uses: actions/checkout@v4
-    - name: Set up Python 3.10
+    - name: Set up Python 3.12
       uses: actions/setup-python@v5
       with:
-        python-version: '3.10'
+        python-version: '3.12'
 
     - name: Lint with ruff and pyright
       run: |
         make substitute-sources
         pip install $(python3 setup.py --install-requirements)
         pip install $(python3 setup.py --build-requirements)
+        pip install $(python3 setup.py --lint-requirements)
         pip install --requirement docs/notebooks/requirements.txt
-        pip install pre-commit==4.3.0
         make pre-commit
 
   docker-build-test-autotest:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - uses: actions/checkout@v4
 
@@ -61,8 +61,8 @@ jobs:
       - name: Create main docker image, run tests and save image for the next job
         run: |
           export $(cat .env | xargs)
-          make docker-image DOCKER_TAG=${{ secrets.DOCKER_HUB_USERNAME }}/codeplag-ubuntu22.04:${{ steps.get_version.outputs.version }}
-          docker image save --output /tmp/codeplag-ubuntu22.04.tar ${{ secrets.DOCKER_HUB_USERNAME }}/codeplag-ubuntu22.04:${{ steps.get_version.outputs.version }}
+          make docker-image DOCKER_TAG=${{ secrets.DOCKER_HUB_USERNAME }}/codeplag-ubuntu24.04:${{ steps.get_version.outputs.version }}
+          docker image save --output /tmp/codeplag-ubuntu24.04.tar ${{ secrets.DOCKER_HUB_USERNAME }}/codeplag-ubuntu24.04:${{ steps.get_version.outputs.version }}
 
       - name: Pytest coverage comment
         uses: MishaKav/pytest-coverage-comment@v1
@@ -86,13 +86,13 @@ jobs:
         if: ${{ startsWith(github.event.ref, 'refs/tags/v') }}
         uses: actions/upload-artifact@v4
         with:
-          name: codeplag-ubuntu22.04
-          path: /tmp/codeplag-ubuntu22.04.tar
+          name: codeplag-ubuntu24.04
+          path: /tmp/codeplag-ubuntu24.04.tar
           retention-days: 1
           if-no-files-found: error
 
   push-image:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     needs: [check-code, docker-build-test-autotest]
     if: startsWith(github.event.ref, 'refs/tags/v')
 
@@ -103,7 +103,7 @@ jobs:
       - name: Download created in the previous stage image
         uses: actions/download-artifact@v4
         with:
-          name: codeplag-ubuntu22.04
+          name: codeplag-ubuntu24.04
           path: /tmp
 
       - name: Get current util version
@@ -113,8 +113,8 @@ jobs:
 
       - name: Load Docker created image
         run: |
-          docker load --input /tmp/codeplag-ubuntu22.04.tar
-          docker image tag ${{ secrets.DOCKER_HUB_USERNAME }}/codeplag-ubuntu22.04:${{ steps.get_version.outputs.version }} ${{ secrets.DOCKER_HUB_USERNAME }}/codeplag-ubuntu22.04:latest
+          docker load --input /tmp/codeplag-ubuntu24.04.tar
+          docker image tag ${{ secrets.DOCKER_HUB_USERNAME }}/codeplag-ubuntu24.04:${{ steps.get_version.outputs.version }} ${{ secrets.DOCKER_HUB_USERNAME }}/codeplag-ubuntu24.04:latest
 
       - name: Login to Docker Hub
         uses: docker/login-action@v3
@@ -123,4 +123,4 @@ jobs:
           password: ${{ secrets.DOCKER_HUB_ACCESS_TOKEN }}
 
       - name: Push docker image
-        run: docker image push --all-tags ${{ secrets.DOCKER_HUB_USERNAME }}/codeplag-ubuntu22.04
+        run: docker image push --all-tags ${{ secrets.DOCKER_HUB_USERNAME }}/codeplag-ubuntu24.04
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index aae5989b..0f982cc7 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,8 +1,8 @@
 default_language_version:
-    python: python3.10
+    python: python3.12
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.14.2
+    rev: v0.14.3
     hooks:
       - id: ruff
         args: [ --fix ]
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index ff073617..99e5c32a 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -4,7 +4,7 @@ First of all thank you for your desire to contribute in that project.
 
 ## Development environment
 
-Before starting work with this project you need to install [Python 3.10](https://www.python.org/), [Docker](https://www.docker.com/) (for commands like 'make docker-test').
+Before starting work with this project you need to install [Python 3.12](https://www.python.org/), [Docker](https://www.docker.com/) (for commands like 'make docker-test').
 
 After that you'll need to install and setup pre-commit hooks for checking style of source code, formatting it and checking types:
 
diff --git a/Makefile b/Makefile
index 3d9ee305..1518f0d2 100644
--- a/Makefile
+++ b/Makefile
@@ -1,12 +1,12 @@
-UTIL_VERSION            := 0.5.30
-UTIL_NAME               := codeplag
+UTIL_VERSION            := $(shell grep -Po 'version\s*=\s*"\K[\w.]+' pyproject.toml)
+UTIL_NAME               := $(shell grep -Po 'name\s*=\s*"\K(\w.)+' pyproject.toml)
 PWD                     := $(shell pwd)
 
 USER_UID                ?= $(shell id --user)
 USER_GID                ?= $(shell id --group)
 
-BASE_DOCKER_VERSION     := 1.3
-DIST                    := ubuntu22.04
+BASE_DOCKER_VERSION     := 1.0
+DIST                    := ubuntu24.04
 BASE_DOCKER_TAG         := $(shell echo $(UTIL_NAME)-base-${DIST}:$(BASE_DOCKER_VERSION))
 TEST_DOCKER_TAG         := $(shell echo $(UTIL_NAME)-test-${DIST}:$(UTIL_VERSION))
 DOCKER_TAG              ?= $(shell echo $(UTIL_NAME)-${DIST}:$(UTIL_VERSION))
diff --git a/README.md b/README.md
index 4d9fccf4..8d49b0f7 100644
--- a/README.md
+++ b/README.md
@@ -50,8 +50,8 @@ Program for finding plagiarism in the source code written in Python 3, C, and C+
 ### 1.3 Install with package manager apt-get
 
 - Requirements:
-  - OS Ubuntu Linux == 22.04
-  - Python version == 3.10
+  - OS Ubuntu Linux == 24.04
+  - Python version == 3.12
 
 - For this purpose, you need to get installing package from releases [tab](https://github.com/OSLL/code-plagiarism/releases) with extension .deb;
 - The next step is run commands on the target system:
@@ -81,8 +81,8 @@ If you want to use MongoDB cache for saving reports and works metadata, complete
   # Before local checking, you need to install dependencies into your virtual environment.
   $ python3 -m pip install --requirement docs/notebooks/requirements.txt
   $ python3 -m pip install $(python3 -m setup.py --build-requirements)
+  $ python3 -m pip install $(python3 -m setup.py --lint-requirements)
   $ python3 -m pip install $(python3 -m setup.py --install-requirements)
-  $ python3 -m pip install pre-commit==4.3.0
   $ make pre-commit
   ```
 
diff --git a/debian/control.in b/debian/control.in
index 01a3781f..4114b66c 100644
--- a/debian/control.in
+++ b/debian/control.in
@@ -6,6 +6,6 @@ Build-Depends: debhelper (>= 10)
 
 Package: @UTIL_NAME@-util
 Architecture: any
-Depends: ${shlibs:Depends}, ${misc:Depends}, python3 (>= 3.10), python3-pip (>= 19.0),
- clang, libncurses5, man
+Depends: ${shlibs:Depends}, ${misc:Depends}, python3 (>= 3.12), python3-pip (>= 19.0),
+ clang, libncurses6, man
 Description: Program for finding plagiarism in the source code written on Python3, C, C++ based on compare AST metadata.
diff --git a/debian/preinst.in b/debian/preinst.in
index f7b987d6..898cf7f4 100644
--- a/debian/preinst.in
+++ b/debian/preinst.in
@@ -2,4 +2,4 @@
 
 echo "Pre installation ($@) ..."
 
-pip3 install @PYTHON_REQUIRED_LIBS@
+pip3 install --break-system-packages @PYTHON_REQUIRED_LIBS@
diff --git a/docker/base_ubuntu2204.dockerfile b/docker/base_ubuntu2404.dockerfile
similarity index 58%
rename from docker/base_ubuntu2204.dockerfile
rename to docker/base_ubuntu2404.dockerfile
index 2e10fa9f..300bd09c 100644
--- a/docker/base_ubuntu2204.dockerfile
+++ b/docker/base_ubuntu2404.dockerfile
@@ -1,4 +1,4 @@
-FROM ubuntu:22.04
+FROM ubuntu:24.04
 
 ARG PYTHON_REQUIRED_LIBS
 ARG UTIL_NAME
@@ -9,13 +9,18 @@ RUN if  [ "$(dpkg-divert --truename /usr/bin/man)" = "/usr/bin/man.REAL" ]; then
         dpkg-divert --quiet --remove --rename /usr/bin/man; \
     fi
 RUN apt-get update
-RUN apt-get install -y python3-pip
-RUN pip3 install --upgrade setuptools
-RUN apt-get install -y clang libncurses5
-RUN apt-get install -y man
-RUN apt-get install -y vim nano less
+RUN apt-get install -y --no-install-recommends \
+    python3-pip \
+    clang \
+    libncurses6 \
+    vim \
+    nano \
+    less
+RUN apt-get clean
 
-RUN pip3 install $PYTHON_REQUIRED_LIBS
+RUN pip3 install --break-system-packages $PYTHON_REQUIRED_LIBS
+
+RUN rm --recursive --force /tmp/* /var/tmp/*
 
 VOLUME /usr/src/works
 WORKDIR /usr/src/$UTIL_NAME
diff --git a/docker/base_ubuntu2204.dockerfile.dockerignore b/docker/base_ubuntu2404.dockerfile.dockerignore
similarity index 100%
rename from docker/base_ubuntu2204.dockerfile.dockerignore
rename to docker/base_ubuntu2404.dockerfile.dockerignore
diff --git a/docker/docker.mk b/docker/docker.mk
index 1ed1bae2..854bc803 100644
--- a/docker/docker.mk
+++ b/docker/docker.mk
@@ -28,7 +28,7 @@ docker-base-image: substitute-sources substitute-docker
 			--tag "$(BASE_DOCKER_TAG)" \
 			--build-arg PYTHON_REQUIRED_LIBS="$(PYTHON_REQUIRED_LIBS)" \
 			--build-arg UTIL_NAME="$(UTIL_NAME)" \
-			--file docker/base_ubuntu2204.dockerfile \
+			--file docker/base_ubuntu2404.dockerfile \
 			. \
 	)
 
@@ -42,7 +42,7 @@ docker-test-image: docker-base-image
 		--build-arg PYTHON_BUILD_LIBS="$(PYTHON_BUILD_LIBS)" \
 		--build-arg LOGS_PATH="$(LOGS_PATH)" \
 		--build-arg UTIL_NAME="$(UTIL_NAME)" \
-		--file docker/test_ubuntu2204.dockerfile \
+		--file docker/test_ubuntu2404.dockerfile \
 		.
 
 .PHONY: docker-test-mongo-run
@@ -109,7 +109,7 @@ docker-image: docker-base-image docker-test-image
 			--build-arg UTIL_NAME="$(UTIL_NAME)" \
 			--build-arg DEBIAN_PACKAGES_PATH="$(DEBIAN_PACKAGES_PATH)" \
 			--build-arg DEB_PKG_NAME="$(DEB_PKG_NAME)" \
-			--file docker/ubuntu2204.dockerfile \
+			--file docker/ubuntu2404.dockerfile \
 			. \
 	)
 
diff --git a/docker/test_ubuntu2204.dockerfile b/docker/test_ubuntu2404.dockerfile
similarity index 74%
rename from docker/test_ubuntu2204.dockerfile
rename to docker/test_ubuntu2404.dockerfile
index 2d41f03b..78260113 100644
--- a/docker/test_ubuntu2204.dockerfile
+++ b/docker/test_ubuntu2404.dockerfile
@@ -9,8 +9,8 @@ ARG UTIL_NAME
 ENV DEBIAN_FRONTEND=noninteractive
 
 RUN apt-get update
-RUN apt-get install -y debhelper
-RUN pip3 install $PYTHON_TEST_LIBS $PYTHON_BUILD_LIBS
+RUN apt-get install -y --no-install-recommends debhelper python3-dev build-essential
+RUN pip3 install --break-system-packages $PYTHON_TEST_LIBS $PYTHON_BUILD_LIBS
 RUN mkdir -p $LOGS_PATH
 
 # TODO: Move to middle docker file or make another solution
@@ -24,4 +24,7 @@ ADD locales/ /usr/src/$UTIL_NAME/locales
 ADD docker/docker.mk /usr/src/$UTIL_NAME/docker/docker.mk
 ADD debian/ /usr/src/$UTIL_NAME/debian
 
+RUN apt-get clean
+RUN rm --recursive --force /tmp/* /var/tmp/*
+
 CMD make test
diff --git a/docker/ubuntu2204.dockerfile b/docker/ubuntu2404.dockerfile
similarity index 89%
rename from docker/ubuntu2204.dockerfile
rename to docker/ubuntu2404.dockerfile
index ebec565b..b6ba1d11 100644
--- a/docker/ubuntu2204.dockerfile
+++ b/docker/ubuntu2404.dockerfile
@@ -13,6 +13,9 @@ RUN apt-get install -y /usr/src/$UTIL_NAME/$DEBIAN_PACKAGES_PATH/$DEB_PKG_NAME.d
 RUN install -D -m 0644 $DEBIAN_PACKAGES_PATH/$UTIL_NAME.1 /usr/share/man/man1/
 RUN rm --recursive /usr/src/$UTIL_NAME/debian
 
+RUN apt-get clean
+RUN rm --recursive --force /tmp/* /var/tmp/*
+
 RUN register-python-argcomplete $UTIL_NAME >> ~/.bashrc
 
 CMD ["/bin/bash"]
diff --git a/locales/codeplag.pot b/locales/codeplag.pot
index 965d386c..2134e144 100644
--- a/locales/codeplag.pot
+++ b/locales/codeplag.pot
@@ -5,74 +5,80 @@
 #, fuzzy
 msgid ""
 msgstr ""
-"Project-Id-Version: codeplag 0.5.24\n"
-"POT-Creation-Date: 2025-07-02 00:41+0300\n"
+"Project-Id-Version: codeplag 0.6.0\n"
+"POT-Creation-Date: 2025-11-04 15:37+0300\n"
 "PO-Revision-Date: YEAR-MO-DA HO:MI+ZONE\n"
 "Last-Translator: Artyom Semidolin\n"
 "Language-Team: LANGUAGE <LL@li.org>\n"
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
-"Generated-By: Babel 2.15.0\n"
+"Generated-By: Babel 2.17.0\n"
 
-#: src/codeplag/codeplagcli.py:48
+#: src/codeplag/codeplagcli.py:46
+#, python-brace-format
 msgid "You cannot specify the same value multiple times. You provided '{values}'."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:66
+#: src/codeplag/codeplagcli.py:63
 msgid "Enter MongoDB password: "
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:76
+#: src/codeplag/codeplagcli.py:73
+#, python-brace-format
 msgid "Directory '{path}' not found or not a directory."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:89
+#: src/codeplag/codeplagcli.py:86
+#, python-brace-format
 msgid "File '{path}' not found or not a file."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:101
+#: src/codeplag/codeplagcli.py:98
+#, python-brace-format
 msgid "Modifies and shows static settings of the '{util_name}' util."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:107
+#: src/codeplag/codeplagcli.py:104
+#, python-brace-format
 msgid "Settings commands of the '{util_name}' util."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:116
+#: src/codeplag/codeplagcli.py:113
+#, python-brace-format
 msgid "Manage the '{util_name}' util settings."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:121
+#: src/codeplag/codeplagcli.py:118
 msgid "Path to the environment file with GitHub access token."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:127
+#: src/codeplag/codeplagcli.py:125
 msgid ""
 "If defined, then saves reports about suspect works into provided file or "
 "directory. If directory by provided path doesn't exists than saves "
 "reports as a file."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:138
+#: src/codeplag/codeplagcli.py:136
 msgid ""
 "When provided 'csv' saves similar works compare info into csv file. When "
 "provided 'mongo' saves similar works compare info and works metadata into"
 " MongoDB."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:149
+#: src/codeplag/codeplagcli.py:146
 msgid "Show progress of searching plagiarism."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:156
+#: src/codeplag/codeplagcli.py:154
 msgid ""
 "When provided '0' show all check works results in the stdout. When "
 "provided '1' show only new found check works results in the stdout. When "
 "provided '2' do not show check works result in the stdout."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:167
+#: src/codeplag/codeplagcli.py:165
 msgid ""
 "Threshold of analyzer which classifies two work as same. If this number "
 "is too large, such as 99, then completely matching jobs will be found. "
@@ -80,172 +86,176 @@ msgid ""
 "minimal similarity will be found."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:181
+#: src/codeplag/codeplagcli.py:178
 msgid "The maximum depth of the AST structure which play role in calculations."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:188
+#: src/codeplag/codeplagcli.py:186
 msgid ""
 "The length of N-grams generated to calculate the Jakkar coefficient. A "
 "long length of N-grams reduces the Jakkar coefficient because there are "
 "fewer equal sequences of two works."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:199
+#: src/codeplag/codeplagcli.py:196
 msgid "The language of help messages, generated reports, errors."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:205
+#: src/codeplag/codeplagcli.py:203
+#, python-brace-format
 msgid ""
 "Sets the threshold for the '{util_name}' util loggers'. Logging messages "
 "that are less severe than the level will be ignored."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:215
+#: src/codeplag/codeplagcli.py:212
 msgid "The maximum number of processes that can be used to compare works."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:222
+#: src/codeplag/codeplagcli.py:219
 msgid "The host address of the MongoDB server."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:228
+#: src/codeplag/codeplagcli.py:225
 msgid "The port of the MongoDB."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:236
+#: src/codeplag/codeplagcli.py:233
 msgid "The username for connecting to the MongoDB server."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:242
+#: src/codeplag/codeplagcli.py:239
 msgid "The password for connecting to the MongoDB server. If empty - hide input."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:251
+#: src/codeplag/codeplagcli.py:248
+#, python-brace-format
 msgid "Show the '{util_name}' util settings."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:255
+#: src/codeplag/codeplagcli.py:252
 msgid "Start searching similar works."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:261
+#: src/codeplag/codeplagcli.py:258
 msgid "Absolute or relative path to a local directories with project files."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:271
+#: src/codeplag/codeplagcli.py:268
 msgid "Absolute or relative path to files on a computer."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:278
+#: src/codeplag/codeplagcli.py:276
 msgid ""
 "Choose one of the following modes of searching plagiarism. The "
 "'many_to_many' mode may require more free memory."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:289
+#: src/codeplag/codeplagcli.py:287
 msgid ""
 "A regular expression for filtering checked works by name. Used with "
 "options 'directories', 'github-user' and 'github-project-folders'."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:298
+#: src/codeplag/codeplagcli.py:295
 msgid "Ignore the threshold when checking of works."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:305
+#: src/codeplag/codeplagcli.py:302
 msgid "Extension responsible for the analyzed programming language."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:315
+#: src/codeplag/codeplagcli.py:312
 msgid "Searching in all branches."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:322
+#: src/codeplag/codeplagcli.py:319
 msgid "A regular expression to filter searching repositories on GitHub."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:329
+#: src/codeplag/codeplagcli.py:326
 msgid "URL to file in a GitHub repository."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:335
+#: src/codeplag/codeplagcli.py:332
 msgid "GitHub organization/user name."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:342
+#: src/codeplag/codeplagcli.py:339
 msgid "URL to a GitHub project folder."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:352
+#: src/codeplag/codeplagcli.py:350
+#, python-brace-format
 msgid ""
 "Handling generated by the {util_name} reports as creating html report "
 "file or show it on console."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:360
+#: src/codeplag/codeplagcli.py:357
+#, python-brace-format
 msgid "Report commands of the '{util_name}' util."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:369
+#: src/codeplag/codeplagcli.py:366
 msgid "Generate general report from created some time ago report files."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:374
+#: src/codeplag/codeplagcli.py:372
 msgid ""
 "Path to save generated report. If it's a directory, then create a file in"
 " it."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:383
+#: src/codeplag/codeplagcli.py:380
 msgid "Type of the created report file."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:391
+#: src/codeplag/codeplagcli.py:389
 msgid ""
 "Path to first compared works. Can be path to directory or URL to the "
 "project folder."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:401
+#: src/codeplag/codeplagcli.py:399
 msgid ""
 "Path to second compared works. Can be path to directory or URL to the "
 "project folder."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:413
+#: src/codeplag/codeplagcli.py:411
 msgid ""
 "Program help to find similar parts of source codes for the different "
 "languages."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:420
+#: src/codeplag/codeplagcli.py:417
 msgid "Print current version number and exit."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:426
+#: src/codeplag/codeplagcli.py:423
 msgid "Commands help."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:441
+#: src/codeplag/codeplagcli.py:438
 msgid "No command is provided; please choose one from the available (--help)."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:452
+#: src/codeplag/codeplagcli.py:449
 msgid "There is nothing to modify; please provide at least one argument."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:456
+#: src/codeplag/codeplagcli.py:453
 msgid "The'repo-regexp' option requires the provided 'github-user' option."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:464
+#: src/codeplag/codeplagcli.py:462
 msgid ""
 "The'path-regexp' option requires the provided 'directories', 'github-"
 "user', or 'github-project-folder' options."
 msgstr ""
 
-#: src/codeplag/codeplagcli.py:475 src/codeplag/handlers/report.py:440
+#: src/codeplag/codeplagcli.py:472 src/codeplag/handlers/report.py:440
 msgid "All paths must be provided."
 msgstr ""
 
@@ -338,20 +348,20 @@ msgstr ""
 msgid "Similar parts of the second program relative to the first"
 msgstr ""
 
-#: src/templates/general.templ:115 src/templates/general.templ:147
+#: src/templates/general.templ:115 src/templates/general.templ:149
 msgid "Part of the first program"
 msgstr ""
 
-#: src/templates/general.templ:116 src/templates/general.templ:146
+#: src/templates/general.templ:116 src/templates/general.templ:148
 msgid "Part of the second program"
 msgstr ""
 
-#: src/templates/general.templ:117 src/templates/general.templ:148
+#: src/templates/general.templ:117 src/templates/general.templ:150
 #: src/templates/sources.templ:88
 msgid "Similarity"
 msgstr ""
 
-#: src/templates/general.templ:144
+#: src/templates/general.templ:146
 msgid "Similar parts of the first program relative to the second"
 msgstr ""
 
diff --git a/locales/translations/en/LC_MESSAGES/codeplag.po b/locales/translations/en/LC_MESSAGES/codeplag.po
index f2343509..142ecd70 100644
--- a/locales/translations/en/LC_MESSAGES/codeplag.po
+++ b/locales/translations/en/LC_MESSAGES/codeplag.po
@@ -4,7 +4,7 @@
 #
 msgid ""
 msgstr ""
-"Project-Id-Version: codeplag 0.5.23\n"
+"Project-Id-Version: codeplag 0.6.0\n"
 "POT-Creation-Date: 2024-05-21 09:28+0300\n"
 "PO-Revision-Date: 2025-03-28 12:05+0300\n"
 "Last-Translator: Artyom Semidolin\n"
@@ -14,41 +14,47 @@ msgstr ""
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
-"Generated-By: Babel 2.15.0\n"
+"Generated-By: Babel 2.17.0\n"
 
-#: src/codeplag/codeplagcli.py:48
+#: src/codeplag/codeplagcli.py:46
+#, python-brace-format
 msgid "You cannot specify the same value multiple times. You provided '{values}'."
 msgstr "You cannot specify the same value multiple times. You provided '{values}'."
 
-#: src/codeplag/codeplagcli.py:66
+#: src/codeplag/codeplagcli.py:63
 msgid "Enter MongoDB password: "
 msgstr "Enter MongoDB password: "
 
-#: src/codeplag/codeplagcli.py:76
+#: src/codeplag/codeplagcli.py:73
+#, python-brace-format
 msgid "Directory '{path}' not found or not a directory."
 msgstr "Directory '{path}' not found or not a directory."
 
-#: src/codeplag/codeplagcli.py:89
+#: src/codeplag/codeplagcli.py:86
+#, python-brace-format
 msgid "File '{path}' not found or not a file."
 msgstr "File '{path}' not found or not a file."
 
-#: src/codeplag/codeplagcli.py:101
+#: src/codeplag/codeplagcli.py:98
+#, python-brace-format
 msgid "Modifies and shows static settings of the '{util_name}' util."
 msgstr "Modifies and shows static settings of the '{util_name}' util."
 
-#: src/codeplag/codeplagcli.py:107
+#: src/codeplag/codeplagcli.py:104
+#, python-brace-format
 msgid "Settings commands of the '{util_name}' util."
 msgstr "Settings commands of the '{util_name}' util."
 
-#: src/codeplag/codeplagcli.py:116
+#: src/codeplag/codeplagcli.py:113
+#, python-brace-format
 msgid "Manage the '{util_name}' util settings."
 msgstr "Manage the '{util_name}' util settings."
 
-#: src/codeplag/codeplagcli.py:121
+#: src/codeplag/codeplagcli.py:118
 msgid "Path to the environment file with GitHub access token."
 msgstr "Path to the environment file with GitHub access token."
 
-#: src/codeplag/codeplagcli.py:127
+#: src/codeplag/codeplagcli.py:125
 msgid ""
 "If defined, then saves reports about suspect works into provided file or "
 "directory. If directory by provided path doesn't exists than saves "
@@ -58,7 +64,7 @@ msgstr ""
 "directory. If directory by provided path doesn't exists than saves "
 "reports as a file."
 
-#: src/codeplag/codeplagcli.py:138
+#: src/codeplag/codeplagcli.py:136
 msgid ""
 "When provided 'csv' saves similar works compare info into csv file. When "
 "provided 'mongo' saves similar works compare info and works metadata into"
@@ -68,11 +74,11 @@ msgstr ""
 "provided 'mongo' saves similar works compare info and works metadata into"
 " MongoDB."
 
-#: src/codeplag/codeplagcli.py:149
+#: src/codeplag/codeplagcli.py:146
 msgid "Show progress of searching plagiarism."
 msgstr "Show progress of searching plagiarism."
 
-#: src/codeplag/codeplagcli.py:156
+#: src/codeplag/codeplagcli.py:154
 msgid ""
 "When provided '0' show all check works results in the stdout. When "
 "provided '1' show only new found check works results in the stdout. When "
@@ -82,7 +88,7 @@ msgstr ""
 "provided '1' show only new found check works results in the stdout. When "
 "provided '2' do not show check works result in the stdout."
 
-#: src/codeplag/codeplagcli.py:167
+#: src/codeplag/codeplagcli.py:165
 msgid ""
 "Threshold of analyzer which classifies two work as same. If this number "
 "is too large, such as 99, then completely matching jobs will be found. "
@@ -94,11 +100,11 @@ msgstr ""
 "Otherwise, if this number is small, such as 50, then all work with "
 "minimal similarity will be found."
 
-#: src/codeplag/codeplagcli.py:181
+#: src/codeplag/codeplagcli.py:178
 msgid "The maximum depth of the AST structure which play role in calculations."
 msgstr "The maximum depth of the AST structure which play role in calculations."
 
-#: src/codeplag/codeplagcli.py:188
+#: src/codeplag/codeplagcli.py:186
 msgid ""
 "The length of N-grams generated to calculate the Jakkar coefficient. A "
 "long length of N-grams reduces the Jakkar coefficient because there are "
@@ -108,11 +114,12 @@ msgstr ""
 "long length of N-grams reduces the Jakkar coefficient because there are "
 "fewer equal sequences of two works."
 
-#: src/codeplag/codeplagcli.py:199
+#: src/codeplag/codeplagcli.py:196
 msgid "The language of help messages, generated reports, errors."
 msgstr "The language of help messages, generated reports, errors."
 
-#: src/codeplag/codeplagcli.py:205
+#: src/codeplag/codeplagcli.py:203
+#, python-brace-format
 msgid ""
 "Sets the threshold for the '{util_name}' util loggers'. Logging messages "
 "that are less severe than the level will be ignored."
@@ -120,43 +127,44 @@ msgstr ""
 "Sets the threshold for the '{util_name}' util loggers'. Logging messages "
 "that are less severe than the level will be ignored."
 
-#: src/codeplag/codeplagcli.py:215
+#: src/codeplag/codeplagcli.py:212
 msgid "The maximum number of processes that can be used to compare works."
 msgstr "The maximum number of processes that can be used to compare works."
 
-#: src/codeplag/codeplagcli.py:222
+#: src/codeplag/codeplagcli.py:219
 msgid "The host address of the MongoDB server."
 msgstr "The host address of the MongoDB server."
 
-#: src/codeplag/codeplagcli.py:228
+#: src/codeplag/codeplagcli.py:225
 msgid "The port of the MongoDB."
 msgstr "The port of the MongoDB."
 
-#: src/codeplag/codeplagcli.py:236
+#: src/codeplag/codeplagcli.py:233
 msgid "The username for connecting to the MongoDB server."
 msgstr "The username for connecting to the MongoDB server."
 
-#: src/codeplag/codeplagcli.py:242
+#: src/codeplag/codeplagcli.py:239
 msgid "The password for connecting to the MongoDB server. If empty - hide input."
 msgstr "The password for connecting to the MongoDB server. If empty - hide input."
 
-#: src/codeplag/codeplagcli.py:251
+#: src/codeplag/codeplagcli.py:248
+#, python-brace-format
 msgid "Show the '{util_name}' util settings."
 msgstr "Show the '{util_name}' util settings."
 
-#: src/codeplag/codeplagcli.py:255
+#: src/codeplag/codeplagcli.py:252
 msgid "Start searching similar works."
 msgstr "Start searching similar works."
 
-#: src/codeplag/codeplagcli.py:261
+#: src/codeplag/codeplagcli.py:258
 msgid "Absolute or relative path to a local directories with project files."
 msgstr "Absolute or relative path to a local directories with project files."
 
-#: src/codeplag/codeplagcli.py:271
+#: src/codeplag/codeplagcli.py:268
 msgid "Absolute or relative path to files on a computer."
 msgstr "Absolute or relative path to files on a computer."
 
-#: src/codeplag/codeplagcli.py:278
+#: src/codeplag/codeplagcli.py:276
 msgid ""
 "Choose one of the following modes of searching plagiarism. The "
 "'many_to_many' mode may require more free memory."
@@ -164,7 +172,7 @@ msgstr ""
 "Choose one of the following modes of searching plagiarism. The "
 "'many_to_many' mode may require more free memory."
 
-#: src/codeplag/codeplagcli.py:289
+#: src/codeplag/codeplagcli.py:287
 msgid ""
 "A regular expression for filtering checked works by name. Used with "
 "options 'directories', 'github-user' and 'github-project-folders'."
@@ -172,35 +180,36 @@ msgstr ""
 "A regular expression for filtering checked works by name. Used with "
 "options 'directories', 'github-user' and 'github-project-folders'."
 
-#: src/codeplag/codeplagcli.py:298
+#: src/codeplag/codeplagcli.py:295
 msgid "Ignore the threshold when checking of works."
 msgstr "Ignore the threshold when checking of works."
 
-#: src/codeplag/codeplagcli.py:305
+#: src/codeplag/codeplagcli.py:302
 msgid "Extension responsible for the analyzed programming language."
 msgstr "Extension responsible for the analyzed programming language."
 
-#: src/codeplag/codeplagcli.py:315
+#: src/codeplag/codeplagcli.py:312
 msgid "Searching in all branches."
 msgstr "Searching in all branches."
 
-#: src/codeplag/codeplagcli.py:322
+#: src/codeplag/codeplagcli.py:319
 msgid "A regular expression to filter searching repositories on GitHub."
 msgstr "A regular expression to filter searching repositories on GitHub."
 
-#: src/codeplag/codeplagcli.py:329
+#: src/codeplag/codeplagcli.py:326
 msgid "URL to file in a GitHub repository."
 msgstr "URL to file in a GitHub repository."
 
-#: src/codeplag/codeplagcli.py:335
+#: src/codeplag/codeplagcli.py:332
 msgid "GitHub organization/user name."
 msgstr "GitHub organization/user name."
 
-#: src/codeplag/codeplagcli.py:342
+#: src/codeplag/codeplagcli.py:339
 msgid "URL to a GitHub project folder."
 msgstr "URL to a GitHub project folder."
 
-#: src/codeplag/codeplagcli.py:352
+#: src/codeplag/codeplagcli.py:350
+#, python-brace-format
 msgid ""
 "Handling generated by the {util_name} reports as creating html report "
 "file or show it on console."
@@ -208,15 +217,16 @@ msgstr ""
 "Handling generated by the {util_name} reports as creating html report "
 "file or show it on console."
 
-#: src/codeplag/codeplagcli.py:360
+#: src/codeplag/codeplagcli.py:357
+#, python-brace-format
 msgid "Report commands of the '{util_name}' util."
 msgstr "Report commands of the '{util_name}' util."
 
-#: src/codeplag/codeplagcli.py:369
+#: src/codeplag/codeplagcli.py:366
 msgid "Generate general report from created some time ago report files."
 msgstr "Generate general report from created some time ago report files."
 
-#: src/codeplag/codeplagcli.py:374
+#: src/codeplag/codeplagcli.py:372
 msgid ""
 "Path to save generated report. If it's a directory, then create a file in"
 " it."
@@ -224,11 +234,11 @@ msgstr ""
 "Path to save generated report. If it's a directory, then create a file in"
 " it."
 
-#: src/codeplag/codeplagcli.py:383
+#: src/codeplag/codeplagcli.py:380
 msgid "Type of the created report file."
 msgstr "Type of the created report file."
 
-#: src/codeplag/codeplagcli.py:391
+#: src/codeplag/codeplagcli.py:389
 msgid ""
 "Path to first compared works. Can be path to directory or URL to the "
 "project folder."
@@ -236,7 +246,7 @@ msgstr ""
 "Path to first compared works. Can be path to directory or URL to the "
 "project folder."
 
-#: src/codeplag/codeplagcli.py:401
+#: src/codeplag/codeplagcli.py:399
 msgid ""
 "Path to second compared works. Can be path to directory or URL to the "
 "project folder."
@@ -244,7 +254,7 @@ msgstr ""
 "Path to second compared works. Can be path to directory or URL to the "
 "project folder."
 
-#: src/codeplag/codeplagcli.py:413
+#: src/codeplag/codeplagcli.py:411
 msgid ""
 "Program help to find similar parts of source codes for the different "
 "languages."
@@ -252,27 +262,27 @@ msgstr ""
 "Program help to find similar parts of source codes for the different "
 "languages."
 
-#: src/codeplag/codeplagcli.py:420
+#: src/codeplag/codeplagcli.py:417
 msgid "Print current version number and exit."
 msgstr "Print current version number and exit."
 
-#: src/codeplag/codeplagcli.py:426
+#: src/codeplag/codeplagcli.py:423
 msgid "Commands help."
 msgstr "Commands help."
 
-#: src/codeplag/codeplagcli.py:441
+#: src/codeplag/codeplagcli.py:438
 msgid "No command is provided; please choose one from the available (--help)."
 msgstr "No command is provided; please choose one from the available (--help)."
 
-#: src/codeplag/codeplagcli.py:452
+#: src/codeplag/codeplagcli.py:449
 msgid "There is nothing to modify; please provide at least one argument."
 msgstr "There is nothing to modify; please provide at least one argument."
 
-#: src/codeplag/codeplagcli.py:456
+#: src/codeplag/codeplagcli.py:453
 msgid "The'repo-regexp' option requires the provided 'github-user' option."
 msgstr "The'repo-regexp' option requires the provided 'github-user' option."
 
-#: src/codeplag/codeplagcli.py:464
+#: src/codeplag/codeplagcli.py:462
 msgid ""
 "The'path-regexp' option requires the provided 'directories', 'github-"
 "user', or 'github-project-folder' options."
@@ -280,7 +290,7 @@ msgstr ""
 "The'path-regexp' option requires the provided 'directories', 'github-"
 "user', or 'github-project-folder' options."
 
-#: src/codeplag/codeplagcli.py:475 src/codeplag/handlers/report.py:440
+#: src/codeplag/codeplagcli.py:472 src/codeplag/handlers/report.py:440
 msgid "All paths must be provided."
 msgstr "All or none of the root paths must be specified."
 
@@ -373,20 +383,20 @@ msgstr "Similarity of structures"
 msgid "Similar parts of the second program relative to the first"
 msgstr "Similar parts of the second program relative to the first"
 
-#: src/templates/general.templ:115 src/templates/general.templ:147
+#: src/templates/general.templ:115 src/templates/general.templ:149
 msgid "Part of the first program"
 msgstr "Part of the first program"
 
-#: src/templates/general.templ:116 src/templates/general.templ:146
+#: src/templates/general.templ:116 src/templates/general.templ:148
 msgid "Part of the second program"
 msgstr "Part of the second program"
 
-#: src/templates/general.templ:117 src/templates/general.templ:148
+#: src/templates/general.templ:117 src/templates/general.templ:150
 #: src/templates/sources.templ:88
 msgid "Similarity"
 msgstr "Similarity"
 
-#: src/templates/general.templ:144
+#: src/templates/general.templ:146
 msgid "Similar parts of the first program relative to the second"
 msgstr "Similar parts of the first program relative to the second"
 
diff --git a/locales/translations/ru/LC_MESSAGES/codeplag.po b/locales/translations/ru/LC_MESSAGES/codeplag.po
index 39a99795..6e8e3709 100644
--- a/locales/translations/ru/LC_MESSAGES/codeplag.po
+++ b/locales/translations/ru/LC_MESSAGES/codeplag.po
@@ -4,7 +4,7 @@
 #
 msgid ""
 msgstr ""
-"Project-Id-Version: codeplag 0.5.23\n"
+"Project-Id-Version: codeplag 0.6.0\n"
 "POT-Creation-Date: 2024-05-21 09:28+0300\n"
 "PO-Revision-Date: 2025-03-28 12:05+0300\n"
 "Last-Translator: Artyom Semidolin\n"
@@ -15,43 +15,49 @@ msgstr ""
 "MIME-Version: 1.0\n"
 "Content-Type: text/plain; charset=utf-8\n"
 "Content-Transfer-Encoding: 8bit\n"
-"Generated-By: Babel 2.15.0\n"
+"Generated-By: Babel 2.17.0\n"
 
-#: src/codeplag/codeplagcli.py:48
+#: src/codeplag/codeplagcli.py:46
+#, python-brace-format
 msgid "You cannot specify the same value multiple times. You provided '{values}'."
 msgstr ""
 "Нельзя указать одно и тоже значение несколько раз. Было указано "
 "'{values}'."
 
-#: src/codeplag/codeplagcli.py:66
+#: src/codeplag/codeplagcli.py:63
 msgid "Enter MongoDB password: "
 msgstr "Введите пароль от MongoDB: "
 
-#: src/codeplag/codeplagcli.py:76
+#: src/codeplag/codeplagcli.py:73
+#, python-brace-format
 msgid "Directory '{path}' not found or not a directory."
 msgstr "Каталог '{path}' не найден или он не является каталогом."
 
-#: src/codeplag/codeplagcli.py:89
+#: src/codeplag/codeplagcli.py:86
+#, python-brace-format
 msgid "File '{path}' not found or not a file."
 msgstr "Файл '{path}' не найден или он не является файлом."
 
-#: src/codeplag/codeplagcli.py:101
+#: src/codeplag/codeplagcli.py:98
+#, python-brace-format
 msgid "Modifies and shows static settings of the '{util_name}' util."
 msgstr "Изменение и отображение статических настроек утилиты '{util_name}'."
 
-#: src/codeplag/codeplagcli.py:107
+#: src/codeplag/codeplagcli.py:104
+#, python-brace-format
 msgid "Settings commands of the '{util_name}' util."
 msgstr "Команды настройки утилиты '{util_name}'."
 
-#: src/codeplag/codeplagcli.py:116
+#: src/codeplag/codeplagcli.py:113
+#, python-brace-format
 msgid "Manage the '{util_name}' util settings."
 msgstr "Модификация настроек утилиты '{util_name}'."
 
-#: src/codeplag/codeplagcli.py:121
+#: src/codeplag/codeplagcli.py:118
 msgid "Path to the environment file with GitHub access token."
 msgstr "Путь к файлу окружения с токеном доступа к GitHub."
 
-#: src/codeplag/codeplagcli.py:127
+#: src/codeplag/codeplagcli.py:125
 msgid ""
 "If defined, then saves reports about suspect works into provided file or "
 "directory. If directory by provided path doesn't exists than saves "
@@ -61,7 +67,7 @@ msgstr ""
 "указанный файл или папку. Если каталог по указанному пути не существует, "
 "то сохраняет отчеты в файл."
 
-#: src/codeplag/codeplagcli.py:138
+#: src/codeplag/codeplagcli.py:136
 msgid ""
 "When provided 'csv' saves similar works compare info into csv file. When "
 "provided 'mongo' saves similar works compare info and works metadata into"
@@ -71,11 +77,11 @@ msgstr ""
 " csv файл. При заданном значении 'mongo' сохраняет результаты сравнения "
 "схожих работ и метаданные работ в MongoDB."
 
-#: src/codeplag/codeplagcli.py:149
+#: src/codeplag/codeplagcli.py:146
 msgid "Show progress of searching plagiarism."
 msgstr "Показывать прогресс выполнения поиска схожих работ."
 
-#: src/codeplag/codeplagcli.py:156
+#: src/codeplag/codeplagcli.py:154
 msgid ""
 "When provided '0' show all check works results in the stdout. When "
 "provided '1' show only new found check works results in the stdout. When "
@@ -86,7 +92,7 @@ msgstr ""
 "результаты  проверок. При заданном значении '2' не показывать результаты "
 "проверок в stdout."
 
-#: src/codeplag/codeplagcli.py:167
+#: src/codeplag/codeplagcli.py:165
 msgid ""
 "Threshold of analyzer which classifies two work as same. If this number "
 "is too large, such as 99, then completely matching jobs will be found. "
@@ -99,11 +105,11 @@ msgstr ""
 "будет невелико, например, 50, то будут найдены все работы с минимальным "
 "сходством."
 
-#: src/codeplag/codeplagcli.py:181
+#: src/codeplag/codeplagcli.py:178
 msgid "The maximum depth of the AST structure which play role in calculations."
 msgstr "Максимальная глубина структуры AST, учитываемая при структурном сравнении."
 
-#: src/codeplag/codeplagcli.py:188
+#: src/codeplag/codeplagcli.py:186
 msgid ""
 "The length of N-grams generated to calculate the Jakkar coefficient. A "
 "long length of N-grams reduces the Jakkar coefficient because there are "
@@ -113,11 +119,12 @@ msgstr ""
 "Большая длина N-грамм уменьшает коэффициент Жаккара, поскольку количество"
 " одинаковых последовательностей из двух работ становится меньше."
 
-#: src/codeplag/codeplagcli.py:199
+#: src/codeplag/codeplagcli.py:196
 msgid "The language of help messages, generated reports, errors."
 msgstr "Язык справочных сообщений, сгенерированных отчетов, ошибок."
 
-#: src/codeplag/codeplagcli.py:205
+#: src/codeplag/codeplagcli.py:203
+#, python-brace-format
 msgid ""
 "Sets the threshold for the '{util_name}' util loggers'. Logging messages "
 "that are less severe than the level will be ignored."
@@ -126,45 +133,46 @@ msgstr ""
 "Сообщения, которые менее серьезны, чем это значение, будут "
 "игнорироваться."
 
-#: src/codeplag/codeplagcli.py:215
+#: src/codeplag/codeplagcli.py:212
 msgid "The maximum number of processes that can be used to compare works."
 msgstr ""
 "Максимальное количество процессов, которые можно задействовать для "
 "сравнения работ."
 
-#: src/codeplag/codeplagcli.py:222
+#: src/codeplag/codeplagcli.py:219
 msgid "The host address of the MongoDB server."
 msgstr "Адрес хоста сервера MongoDB."
 
-#: src/codeplag/codeplagcli.py:228
+#: src/codeplag/codeplagcli.py:225
 msgid "The port of the MongoDB."
 msgstr "Порт MongoDB."
 
-#: src/codeplag/codeplagcli.py:236
+#: src/codeplag/codeplagcli.py:233
 msgid "The username for connecting to the MongoDB server."
 msgstr "Имя пользователя для подключения к серверу MongoDB."
 
-#: src/codeplag/codeplagcli.py:242
+#: src/codeplag/codeplagcli.py:239
 msgid "The password for connecting to the MongoDB server. If empty - hide input."
 msgstr "Пароль для подключения к серверу MongoDB. Если пуст - скрытый ввод."
 
-#: src/codeplag/codeplagcli.py:251
+#: src/codeplag/codeplagcli.py:248
+#, python-brace-format
 msgid "Show the '{util_name}' util settings."
 msgstr "Показать настройки утилиты '{util_name}'."
 
-#: src/codeplag/codeplagcli.py:255
+#: src/codeplag/codeplagcli.py:252
 msgid "Start searching similar works."
 msgstr "Начать поиск схожих работ."
 
-#: src/codeplag/codeplagcli.py:261
+#: src/codeplag/codeplagcli.py:258
 msgid "Absolute or relative path to a local directories with project files."
 msgstr "Абсолютный или относительный путь к локальным папкам с файлами проекта."
 
-#: src/codeplag/codeplagcli.py:271
+#: src/codeplag/codeplagcli.py:268
 msgid "Absolute or relative path to files on a computer."
 msgstr "Абсолютный или относительный путь к файлам на компьютере."
 
-#: src/codeplag/codeplagcli.py:278
+#: src/codeplag/codeplagcli.py:276
 msgid ""
 "Choose one of the following modes of searching plagiarism. The "
 "'many_to_many' mode may require more free memory."
@@ -172,7 +180,7 @@ msgstr ""
 "Выберите один из следующих режимов поиска схожих работ. Режим "
 "'many_to_many' может требовать больше свободной памяти."
 
-#: src/codeplag/codeplagcli.py:289
+#: src/codeplag/codeplagcli.py:287
 msgid ""
 "A regular expression for filtering checked works by name. Used with "
 "options 'directories', 'github-user' and 'github-project-folders'."
@@ -181,35 +189,36 @@ msgstr ""
 "Используется с аргументами 'directories', 'github-user' или 'github-"
 "project-folders'."
 
-#: src/codeplag/codeplagcli.py:298
+#: src/codeplag/codeplagcli.py:295
 msgid "Ignore the threshold when checking of works."
 msgstr "Игнорировать пороговое значение при проверке работ."
 
-#: src/codeplag/codeplagcli.py:305
+#: src/codeplag/codeplagcli.py:302
 msgid "Extension responsible for the analyzed programming language."
 msgstr "Расширение проверяемых работ."
 
-#: src/codeplag/codeplagcli.py:315
+#: src/codeplag/codeplagcli.py:312
 msgid "Searching in all branches."
 msgstr "Поиск по всем веткам."
 
-#: src/codeplag/codeplagcli.py:322
+#: src/codeplag/codeplagcli.py:319
 msgid "A regular expression to filter searching repositories on GitHub."
 msgstr "Регулярное выражение для фильтрации искомых репозиториев на GitHub."
 
-#: src/codeplag/codeplagcli.py:329
+#: src/codeplag/codeplagcli.py:326
 msgid "URL to file in a GitHub repository."
 msgstr "URL до файла в репозитории на GitHub."
 
-#: src/codeplag/codeplagcli.py:335
+#: src/codeplag/codeplagcli.py:332
 msgid "GitHub organization/user name."
 msgstr "Название организации или имя пользователя на GitHub."
 
-#: src/codeplag/codeplagcli.py:342
+#: src/codeplag/codeplagcli.py:339
 msgid "URL to a GitHub project folder."
 msgstr "URL до какой-либо папки проекта на GitHub."
 
-#: src/codeplag/codeplagcli.py:352
+#: src/codeplag/codeplagcli.py:350
+#, python-brace-format
 msgid ""
 "Handling generated by the {util_name} reports as creating html report "
 "file or show it on console."
@@ -217,15 +226,16 @@ msgstr ""
 "Обработка отчетов, сгенерированных с помощью {util_name}, в виде создания"
 " файла отчета в формате html или отображения его на консоли."
 
-#: src/codeplag/codeplagcli.py:360
+#: src/codeplag/codeplagcli.py:357
+#, python-brace-format
 msgid "Report commands of the '{util_name}' util."
 msgstr "Команды для работы с отчётами утилиты '{util_name}'."
 
-#: src/codeplag/codeplagcli.py:369
+#: src/codeplag/codeplagcli.py:366
 msgid "Generate general report from created some time ago report files."
 msgstr "Создание общего отчёта из созданных ранее файлов отчётов."
 
-#: src/codeplag/codeplagcli.py:374
+#: src/codeplag/codeplagcli.py:372
 msgid ""
 "Path to save generated report. If it's a directory, then create a file in"
 " it."
@@ -233,11 +243,11 @@ msgstr ""
 "Путь для сохранения созданного отчёта. Если передан путь до папки, то "
 "создаёт отчёт в ней."
 
-#: src/codeplag/codeplagcli.py:383
+#: src/codeplag/codeplagcli.py:380
 msgid "Type of the created report file."
 msgstr "Тип создаваемого файла отчёта."
 
-#: src/codeplag/codeplagcli.py:391
+#: src/codeplag/codeplagcli.py:389
 msgid ""
 "Path to first compared works. Can be path to directory or URL to the "
 "project folder."
@@ -245,7 +255,7 @@ msgstr ""
 "Путь к первым сравниваемым файлам. Это может быть путь к директории или "
 "URL к папке проекта."
 
-#: src/codeplag/codeplagcli.py:401
+#: src/codeplag/codeplagcli.py:399
 msgid ""
 "Path to second compared works. Can be path to directory or URL to the "
 "project folder."
@@ -253,7 +263,7 @@ msgstr ""
 "Путь ко вторым сравниваемым файлам. Это может быть путь к директории или "
 "URL к папке проекта."
 
-#: src/codeplag/codeplagcli.py:413
+#: src/codeplag/codeplagcli.py:411
 msgid ""
 "Program help to find similar parts of source codes for the different "
 "languages."
@@ -261,31 +271,31 @@ msgstr ""
 "Программа помогает находить схожие части исходных кодов для разных языков"
 " программирования."
 
-#: src/codeplag/codeplagcli.py:420
+#: src/codeplag/codeplagcli.py:417
 msgid "Print current version number and exit."
 msgstr "Выводит текущую версию программы."
 
-#: src/codeplag/codeplagcli.py:426
+#: src/codeplag/codeplagcli.py:423
 msgid "Commands help."
 msgstr "Справка по командам."
 
-#: src/codeplag/codeplagcli.py:441
+#: src/codeplag/codeplagcli.py:438
 msgid "No command is provided; please choose one from the available (--help)."
 msgstr ""
 "Ни одна из команд не выбрана, пожалуйста, выбери одну из доступных команд"
 " (--help)."
 
-#: src/codeplag/codeplagcli.py:452
+#: src/codeplag/codeplagcli.py:449
 msgid "There is nothing to modify; please provide at least one argument."
 msgstr ""
 "Нечего модифицировать, пожалуйста, выберите один из параметров для "
 "модификации."
 
-#: src/codeplag/codeplagcli.py:456
+#: src/codeplag/codeplagcli.py:453
 msgid "The'repo-regexp' option requires the provided 'github-user' option."
 msgstr "Аргумент 'repo-regexp' требует заданного параметра 'github-user'."
 
-#: src/codeplag/codeplagcli.py:464
+#: src/codeplag/codeplagcli.py:462
 msgid ""
 "The'path-regexp' option requires the provided 'directories', 'github-"
 "user', or 'github-project-folder' options."
@@ -293,7 +303,7 @@ msgstr ""
 "Аргумент 'path-regexp' требует заданного параметра 'directories', "
 "'github-user' или 'github-project-folder'."
 
-#: src/codeplag/codeplagcli.py:475 src/codeplag/handlers/report.py:440
+#: src/codeplag/codeplagcli.py:472 src/codeplag/handlers/report.py:440
 msgid "All paths must be provided."
 msgstr "Необходимо указать все корневые пути или не указывать ни одного."
 
@@ -386,20 +396,20 @@ msgstr "Схожесть структур"
 msgid "Similar parts of the second program relative to the first"
 msgstr "Схожие части второй программы относительно первой"
 
-#: src/templates/general.templ:115 src/templates/general.templ:147
+#: src/templates/general.templ:115 src/templates/general.templ:149
 msgid "Part of the first program"
 msgstr "Часть первой программ"
 
-#: src/templates/general.templ:116 src/templates/general.templ:146
+#: src/templates/general.templ:116 src/templates/general.templ:148
 msgid "Part of the second program"
 msgstr "Часть второй программы"
 
-#: src/templates/general.templ:117 src/templates/general.templ:148
+#: src/templates/general.templ:117 src/templates/general.templ:150
 #: src/templates/sources.templ:88
 msgid "Similarity"
 msgstr "Схожесть"
 
-#: src/templates/general.templ:144
+#: src/templates/general.templ:146
 msgid "Similar parts of the first program relative to the second"
 msgstr "Схожие части первой программы относительно второй"
 
diff --git a/pyproject.toml b/pyproject.toml
index cb26497a..6241ce3d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,9 @@
 [project]
+name = "codeplag"
+version = "0.6.0"
 description = "Code plagiarism searching package."
 readme = "README.md"
-requires-python = "~=3.10"
+requires-python = "~=3.12"
 
 [tool.ruff]
 builtins = ["_"]
@@ -45,7 +47,7 @@ max-complexity = 12
 exclude = ["*.ipynb"]
 
 [tool.pyright]
-pythonVersion = "3.10"
+pythonVersion = "3.12"
 
 include = [
     "src",
diff --git a/setup.py b/setup.py
index 6f70b0f4..b15e6e12 100644
--- a/setup.py
+++ b/setup.py
@@ -9,6 +9,11 @@
     "setuptools~=75.8.1",
     "Jinja2~=3.1.5",
 )
+# fmt: off
+LINT_REQUIREMENTS: tuple[str, ...] = (
+    "pre-commit~=4.3.0",
+)
+# fmt: on
 TEST_REQUIREMENTS: tuple[str, ...] = (
     "pytest~=8.4.2",
     "pytest-mock~=3.15.1",
@@ -19,9 +24,9 @@
     "numpy~=1.26.4",
     "pandas~=2.2.3",
     "ccsyspath~=1.1.0",
-    "clang~=14.0.6",
-    "llvmlite~=0.42.0",
-    "libclang~=14.0.6",
+    "clang~=18.1.8",
+    "llvmlite~=0.45.1",
+    "libclang~=18.1.1",
     "python-decouple~=3.8",
     "requests~=2.32.3",
     "typing-extensions~=4.12.2",
@@ -38,13 +43,16 @@
 if "--build-requirements" in sys.argv:
     print(" ".join(BUILD_REQUIREMENTS))
     sys.exit(0)
+if "--lint-requirements" in sys.argv:
+    print(" ".join(LINT_REQUIREMENTS))
+    sys.exit(0)
 if "--test-requirements" in sys.argv:
     print(" ".join(TEST_REQUIREMENTS))
     sys.exit(0)
-elif "--install-requirements" in sys.argv:
+if "--install-requirements" in sys.argv:
     print(" ".join(INSTALL_REQUIREMENTS))
     sys.exit(0)
-elif UTIL_NAME is None or UTIL_VERSION is None:
+if UTIL_NAME is None or UTIL_VERSION is None:
     print("Please provide UTIL_NAME and UTIL_VERSION environment variables.")
     sys.exit(1)
 try:
@@ -74,7 +82,7 @@
         "Intended Audience :: Education",
         "License :: OSI Approved :: MIT License",
         "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.12",
         "Topic :: Software Development :: Plagiarism Detection",
     ],
     package_dir={"": "src"},
@@ -85,7 +93,7 @@
         ],
         language_level=3,
     ),
-    python_requires=">=3.10",
+    python_requires=">=3.12",
     install_requires=INSTALL_REQUIREMENTS,
     entry_points={
         "console_scripts": [
diff --git a/src/codeplag/codeplagcli.py b/src/codeplag/codeplagcli.py
index 85e77265..dcf39c80 100644
--- a/src/codeplag/codeplagcli.py
+++ b/src/codeplag/codeplagcli.py
@@ -1,14 +1,10 @@
 """This module consist the CLI of the codeplag util and necessary internal classes for it."""
 
-from __future__ import annotations
-
 import argparse
 import builtins
 import getpass
 from pathlib import Path
-from typing import Sequence
-
-from typing_extensions import Self
+from typing import Sequence, Self
 
 from codeplag.consts import (
     DEFAULT_MODE,
@@ -32,7 +28,7 @@
 builtins.__dict__["_"] = builtins.__dict__.get("_", str)
 
 
-class CheckUniqueStore(argparse.Action):
+class CheckUniqueStoreAction(argparse.Action):
     """Checks that the list of arguments contains no duplicates, then stores."""
 
     def __call__(  # pyright: ignore[reportIncompatibleMethodOverride]
@@ -60,7 +56,7 @@ def __call__(  # pyright: ignore[reportIncompatibleMethodOverride]
         namespace: argparse.Namespace,
         values: str | None = None,
         _option_string: str | None = None,
-    ):
+    ) -> None:
         if values:
             setattr(namespace, self.dest, values)
         else:
@@ -77,7 +73,7 @@ def __new__(cls: type["DirPath"], *args: str, **kwargs) -> Path:
                 _("Directory '{path}' not found or not a directory.").format(path=path)
             )
 
-        return Path.__new__(Path, *args, **kwargs).resolve()
+        return path.resolve()
 
 
 class FilePath(Path):
@@ -90,7 +86,7 @@ def __new__(cls: type["FilePath"], *args: str, **kwargs) -> Path:
                 _("File '{path}' not found or not a file.").format(path=path)
             )
 
-        return Path.__new__(Path, *args, **kwargs).resolve()
+        return path.resolve()
 
 
 class CodeplagCLI(argparse.ArgumentParser):
@@ -261,7 +257,7 @@ def __add_check_path(self: Self, subparsers: argparse._SubParsersAction) -> None
             type=DirPath,
             help=_("Absolute or relative path to a local directories with project files."),
             nargs="+",
-            action=CheckUniqueStore,
+            action=CheckUniqueStoreAction,
             default=[],
         )
         check.add_argument(
@@ -271,7 +267,7 @@ def __add_check_path(self: Self, subparsers: argparse._SubParsersAction) -> None
             type=FilePath,
             help=_("Absolute or relative path to files on a computer."),
             nargs="+",
-            action=CheckUniqueStore,
+            action=CheckUniqueStoreAction,
             default=[],
         )
         check.add_argument(
@@ -329,7 +325,7 @@ def __add_check_path(self: Self, subparsers: argparse._SubParsersAction) -> None
             type=GitHubContentUrl,
             help=_("URL to file in a GitHub repository."),
             nargs="+",
-            action=CheckUniqueStore,
+            action=CheckUniqueStoreAction,
             default=[],
         )
         check_github.add_argument(
@@ -342,7 +338,7 @@ def __add_check_path(self: Self, subparsers: argparse._SubParsersAction) -> None
             type=GitHubContentUrl,
             help=_("URL to a GitHub project folder."),
             nargs="+",
-            action=CheckUniqueStore,
+            action=CheckUniqueStoreAction,
             default=[],
         )
 
diff --git a/src/codeplag/cplag/utils.py b/src/codeplag/cplag/utils.py
index a66cfa62..63ee5266 100644
--- a/src/codeplag/cplag/utils.py
+++ b/src/codeplag/cplag/utils.py
@@ -1,4 +1,5 @@
 import logging
+import sys
 from pathlib import Path
 from tempfile import NamedTemporaryFile
 from typing import Final
@@ -11,12 +12,16 @@
 from codeplag.cplag.tree import get_features
 from codeplag.featurescache import AbstractFeaturesCache
 from codeplag.getfeatures import AbstractGetter, get_files_path_from_directory
-from codeplag.logger import log_err
-from codeplag.types import ASTFeatures
+from codeplag.logger import codeplag_logger, log_err
+from codeplag.types import ASTFeatures, ExitCode
 from webparsers.types import WorkInfo
 
 # FIXME: Dirty hook for finding libclang so file
-LIBCLANG_SO_FILE_PATH: Final[Path] = Path("/usr/lib/llvm-14/lib/libclang-14.so.1")
+try:
+    LIBCLANG_SO_FILE_PATH: Final[Path] = next(Path("/usr/lib/").glob("llvm-*/lib/libclang-*.so.1"))
+except StopIteration:
+    codeplag_logger.error("Failed to find libclang so file.")
+    sys.exit(ExitCode.EXIT_UNKNOWN)
 Config.set_library_file(LIBCLANG_SO_FILE_PATH)
 
 

From 2c3f80e6147fd62c09be715af459a6f26cecf13d Mon Sep 17 00:00:00 2001
From: Artanias <43622365+Artanias@users.noreply.github.com>
Date: Tue, 4 Nov 2025 15:54:22 +0300
Subject: [PATCH 2/9] fix: pre-commit issues.

---
 src/codeplag/codeplagcli.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/codeplag/codeplagcli.py b/src/codeplag/codeplagcli.py
index dcf39c80..c5cc210d 100644
--- a/src/codeplag/codeplagcli.py
+++ b/src/codeplag/codeplagcli.py
@@ -4,7 +4,7 @@
 import builtins
 import getpass
 from pathlib import Path
-from typing import Sequence, Self
+from typing import Self, Sequence
 
 from codeplag.consts import (
     DEFAULT_MODE,

From 703cb9cf4e2708d95e952ab80ae18fbfb21688a3 Mon Sep 17 00:00:00 2001
From: Artanias <43622365+Artanias@users.noreply.github.com>
Date: Tue, 4 Nov 2025 19:46:54 +0300
Subject: [PATCH 3/9] refactor: extract fields from pyproject.toml with
 diffrerent regex.

---
 Makefile | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/Makefile b/Makefile
index 1518f0d2..258b692f 100644
--- a/Makefile
+++ b/Makefile
@@ -1,5 +1,5 @@
-UTIL_VERSION            := $(shell grep -Po 'version\s*=\s*"\K[\w.]+' pyproject.toml)
-UTIL_NAME               := $(shell grep -Po 'name\s*=\s*"\K(\w.)+' pyproject.toml)
+UTIL_VERSION            := $(shell grep -Po 'version\s*=\s*"\K[\d.]+' pyproject.toml)
+UTIL_NAME               := $(shell grep -Po 'name\s*=\s*"\K\w+' pyproject.toml)
 PWD                     := $(shell pwd)
 
 USER_UID                ?= $(shell id --user)

From 3e38bf148bcd622cd0985d71122ed4d5cedf63fc Mon Sep 17 00:00:00 2001
From: Artanias <43622365+Artanias@users.noreply.github.com>
Date: Wed, 5 Nov 2025 00:44:15 +0300
Subject: [PATCH 4/9] build: moves most sections from setup.py to the
 pyproject.toml.

---
 Makefile       |  4 ++--
 pyproject.toml | 46 ++++++++++++++++++++++++++++++++++++++++++----
 setup.py       | 30 +-----------------------------
 3 files changed, 45 insertions(+), 35 deletions(-)

diff --git a/Makefile b/Makefile
index 258b692f..2e5bfc14 100644
--- a/Makefile
+++ b/Makefile
@@ -1,5 +1,5 @@
-UTIL_VERSION            := $(shell grep -Po 'version\s*=\s*"\K[\d.]+' pyproject.toml)
-UTIL_NAME               := $(shell grep -Po 'name\s*=\s*"\K\w+' pyproject.toml)
+UTIL_VERSION            := $(shell grep -Po '^version\s*=\s*"\K[\d.]+' pyproject.toml)
+UTIL_NAME               := $(shell grep -Po '^name\s*=\s*"\K\w+' pyproject.toml)
 PWD                     := $(shell pwd)
 
 USER_UID                ?= $(shell id --user)
diff --git a/pyproject.toml b/pyproject.toml
index 6241ce3d..9ff3a057 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -2,8 +2,49 @@
 name = "codeplag"
 version = "0.6.0"
 description = "Code plagiarism searching package."
-readme = "README.md"
+authors = [
+    { name = "Artyom Semidolin, Dmitry Nikolaev, Alexander Evsikov" }
+]
+readme = {file = "README.md", content-type = "text/markdown"}
+license = "MIT"
+license-files = ["LICENSE"]
 requires-python = "~=3.12"
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "Environment :: Console",
+    "Intended Audience :: Education",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.12",
+    "Topic :: Software Development :: Plagiarism Detection",
+]
+dependencies = [
+    "argcomplete~=3.5.3",
+    "numpy~=1.26.4",
+    "pandas~=2.2.3",
+    "ccsyspath~=1.1.0",
+    "clang~=18.1.8",
+    "llvmlite~=0.45.1",
+    "libclang~=18.1.1",
+    "python-decouple~=3.8",
+    "requests~=2.32.3",
+    "typing-extensions~=4.12.2",
+    "aiohttp~=3.9.3",
+    "Jinja2~=3.1.5",
+    "cachetools==5.5.2",
+    "gidgethub~=5.3.0",
+    "pymongo~=4.12.1",
+]
+
+[project.urls]
+Repository = "https://github.com/OSLL/code-plagiarism"
+Issues = "https://github.com/OSLL/code-plagiarism/issues"
+
+[project.scripts]
+codeplag = "codeplag:main"
+
+[build-system]
+requires = ["setuptools~=80.9.0", "Cython~=3.1.6"]
+build-backend = "setuptools.build_meta"
 
 [tool.ruff]
 builtins = ["_"]
@@ -61,9 +102,6 @@ executionEnvironments = [
 
 typeCheckingMode = "standard"
 
-[build-system]
-requires = ["setuptools", "Cython"]
-
 [tool.coverage.run]
 branch = true
 
diff --git a/setup.py b/setup.py
index b15e6e12..3a6b8cd2 100644
--- a/setup.py
+++ b/setup.py
@@ -1,4 +1,3 @@
-import os
 import sys
 from pathlib import Path
 
@@ -36,8 +35,6 @@
     "gidgethub~=5.3.0",
     "pymongo~=4.12.1",
 )
-UTIL_NAME = os.getenv("UTIL_NAME")
-UTIL_VERSION = os.getenv("UTIL_VERSION")
 
 
 if "--build-requirements" in sys.argv:
@@ -52,9 +49,6 @@
 if "--install-requirements" in sys.argv:
     print(" ".join(INSTALL_REQUIREMENTS))
     sys.exit(0)
-if UTIL_NAME is None or UTIL_VERSION is None:
-    print("Please provide UTIL_NAME and UTIL_VERSION environment variables.")
-    sys.exit(1)
 try:
     from Cython.Build import cythonize
     from setuptools import Extension, find_packages, setup
@@ -67,37 +61,15 @@
 
 
 setup(
-    name=f"{UTIL_NAME}",
-    version=f"{UTIL_VERSION}",
-    description="Code plagiarism searching package.",
-    author="Artyom Semidolin, Dmitry Nikolaev, Alexander Evsikov",
-    url="https://github.com/OSLL/code-plagiarism",
     long_description=Path("README.md").read_text(encoding="utf-8"),
     long_description_content_type="text/markdown",
-    license="MIT License",
     platforms=["linux"],
-    classifiers=[
-        "Development Status :: 4 - Beta",
-        "Environment :: Console",
-        "Intended Audience :: Education",
-        "License :: OSI Approved :: MIT License",
-        "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.12",
-        "Topic :: Software Development :: Plagiarism Detection",
-    ],
     package_dir={"": "src"},
     packages=find_packages("src"),
     ext_modules=cythonize(
         [
-            Extension("*", [f"src/{UTIL_NAME}/**/*.py"]),
+            Extension("*", [f"src/codeplag/**/*.py"]),
         ],
         language_level=3,
     ),
-    python_requires=">=3.12",
-    install_requires=INSTALL_REQUIREMENTS,
-    entry_points={
-        "console_scripts": [
-            f"{UTIL_NAME} = {UTIL_NAME}:main",
-        ]
-    },
 )

From 0ac32ab07c1faff08537fc174396bf9eed188205 Mon Sep 17 00:00:00 2001
From: Artanias <43622365+Artanias@users.noreply.github.com>
Date: Wed, 5 Nov 2025 21:57:19 +0300
Subject: [PATCH 5/9] refactor: moves packages finding to the pyproject.toml
 and removes uneccesary *.c and pycache files.

---
 Makefile       | 2 ++
 pyproject.toml | 3 +++
 setup.py       | 6 +-----
 3 files changed, 6 insertions(+), 5 deletions(-)

diff --git a/Makefile b/Makefile
index 2e5bfc14..02580f5c 100644
--- a/Makefile
+++ b/Makefile
@@ -85,7 +85,9 @@ install: substitute-sources man translate-compile
 
 	@echo "Cleaning unnecessary files after Cython compilation in $(PY_INSTALL_PATH)"
 	find "$(DESTDIR)/$(PY_INSTALL_PATH)/$(UTIL_NAME)/" -type f -name '*.py' -exec rm --force '{}' +
+	find "$(DESTDIR)/$(PY_INSTALL_PATH)/$(UTIL_NAME)/" -type f -name '*.c' -exec rm --force '{}' +
 	find "$(DESTDIR)/$(PY_INSTALL_PATH)/$(UTIL_NAME)" -type d -iname "__pycache__" -exec rm --recursive --force '{}' +
+	find "$(DESTDIR)/$(PY_INSTALL_PATH)/webparsers" -type d -iname "__pycache__" -exec rm --recursive --force '{}' +
 
 	@echo "Cleaning unnecessary temporary Python files after installation in $(PY_INSTALL_PATH)"
 	find "$(DESTDIR)/$(PY_INSTALL_PATH)/$(UTIL_NAME)/" -type f -name '*.tmp.py' -exec rm --force '{}' +
diff --git a/pyproject.toml b/pyproject.toml
index 9ff3a057..3cc4a2b4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,6 +46,9 @@ codeplag = "codeplag:main"
 requires = ["setuptools~=80.9.0", "Cython~=3.1.6"]
 build-backend = "setuptools.build_meta"
 
+[tool.setuptools.packages.find]
+where = ["src"]
+
 [tool.ruff]
 builtins = ["_"]
 line-length = 99
diff --git a/setup.py b/setup.py
index 3a6b8cd2..f000cd4c 100644
--- a/setup.py
+++ b/setup.py
@@ -51,7 +51,7 @@
     sys.exit(0)
 try:
     from Cython.Build import cythonize
-    from setuptools import Extension, find_packages, setup
+    from setuptools import Extension, setup
 except ModuleNotFoundError:
     print(
         "For the correct build install required build dependencies: "
@@ -61,11 +61,7 @@
 
 
 setup(
-    long_description=Path("README.md").read_text(encoding="utf-8"),
-    long_description_content_type="text/markdown",
     platforms=["linux"],
-    package_dir={"": "src"},
-    packages=find_packages("src"),
     ext_modules=cythonize(
         [
             Extension("*", [f"src/codeplag/**/*.py"]),

From c6fdc7f517c2a4c35b5eefceb31b9f3c8974294e Mon Sep 17 00:00:00 2001
From: Artanias <43622365+Artanias@users.noreply.github.com>
Date: Wed, 5 Nov 2025 21:57:49 +0300
Subject: [PATCH 6/9] fix: pre-commit issues.

---
 setup.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/setup.py b/setup.py
index f000cd4c..5ccbf2f3 100644
--- a/setup.py
+++ b/setup.py
@@ -1,5 +1,4 @@
 import sys
-from pathlib import Path
 
 BUILD_REQUIREMENTS: tuple[str, ...] = (
     "argparse-manpage==4.6",
@@ -64,7 +63,7 @@
     platforms=["linux"],
     ext_modules=cythonize(
         [
-            Extension("*", [f"src/codeplag/**/*.py"]),
+            Extension("*", ["src/codeplag/**/*.py"]),
         ],
         language_level=3,
     ),

From 31f96769b3448fe743f50b73a4a680ff1d955503 Mon Sep 17 00:00:00 2001
From: Artanias <43622365+Artanias@users.noreply.github.com>
Date: Sat, 8 Nov 2025 00:30:43 +0300
Subject: [PATCH 7/9] fix: correctly get version from pyproject.toml in the CI.

---
 .github/workflows/check_n_push_image.yml | 2 +-
 Makefile                                 | 7 +++----
 2 files changed, 4 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/check_n_push_image.yml b/.github/workflows/check_n_push_image.yml
index 9a9d8e4b..d873d29c 100644
--- a/.github/workflows/check_n_push_image.yml
+++ b/.github/workflows/check_n_push_image.yml
@@ -56,7 +56,7 @@ jobs:
       - name: Get current util version
         id: get_version
         run: |
-          echo "::set-output name=version::$(grep --max-count 1 UTIL_VERSION Makefile | grep -Eo "[0-9]+[.][0-9]+[.][0-9]+")"
+          echo "::set-output name=version::$(grep -Po '^version\s*=\s*"\K[\d.]+' pyproject.toml)"
 
       - name: Create main docker image, run tests and save image for the next job
         run: |
diff --git a/Makefile b/Makefile
index 02580f5c..213fbb19 100644
--- a/Makefile
+++ b/Makefile
@@ -1,15 +1,14 @@
 UTIL_VERSION            := $(shell grep -Po '^version\s*=\s*"\K[\d.]+' pyproject.toml)
 UTIL_NAME               := $(shell grep -Po '^name\s*=\s*"\K\w+' pyproject.toml)
-PWD                     := $(shell pwd)
 
 USER_UID                ?= $(shell id --user)
 USER_GID                ?= $(shell id --group)
 
 BASE_DOCKER_VERSION     := 1.0
 DIST                    := ubuntu24.04
-BASE_DOCKER_TAG         := $(shell echo $(UTIL_NAME)-base-${DIST}:$(BASE_DOCKER_VERSION))
-TEST_DOCKER_TAG         := $(shell echo $(UTIL_NAME)-test-${DIST}:$(UTIL_VERSION))
-DOCKER_TAG              ?= $(shell echo $(UTIL_NAME)-${DIST}:$(UTIL_VERSION))
+BASE_DOCKER_TAG         := "$(UTIL_NAME)-base-${DIST}:$(BASE_DOCKER_VERSION)"
+TEST_DOCKER_TAG         := "$(UTIL_NAME)-test-${DIST}:$(UTIL_VERSION)"
+DOCKER_TAG              ?= "$(UTIL_NAME)-${DIST}:$(UTIL_VERSION)"
 
 PYTHONDONTWRITEBYTECODE := "1"
 PYTHONPATH              := $(PWD)/src/:$(PWD)/test/auto

From 6382843e13e47f2337e5f5b411b1a072c23a58f8 Mon Sep 17 00:00:00 2001
From: Artanias <43622365+Artanias@users.noreply.github.com>
Date: Sat, 8 Nov 2025 00:47:02 +0300
Subject: [PATCH 8/9] refactor: removes repeated dependencies from setup.py and
 use from pyproject.toml.

---
 setup.py | 23 +++++------------------
 1 file changed, 5 insertions(+), 18 deletions(-)

diff --git a/setup.py b/setup.py
index 5ccbf2f3..0982ac53 100644
--- a/setup.py
+++ b/setup.py
@@ -1,4 +1,8 @@
 import sys
+import tomllib
+
+with open("pyproject.toml", "rb") as f:
+    pyproject_content = tomllib.load(f)
 
 BUILD_REQUIREMENTS: tuple[str, ...] = (
     "argparse-manpage==4.6",
@@ -17,23 +21,6 @@
     "pytest-mock~=3.15.1",
     "pytest-cov~=7.0.0",
 )
-INSTALL_REQUIREMENTS: tuple[str, ...] = (
-    "argcomplete~=3.5.3",
-    "numpy~=1.26.4",
-    "pandas~=2.2.3",
-    "ccsyspath~=1.1.0",
-    "clang~=18.1.8",
-    "llvmlite~=0.45.1",
-    "libclang~=18.1.1",
-    "python-decouple~=3.8",
-    "requests~=2.32.3",
-    "typing-extensions~=4.12.2",
-    "aiohttp~=3.9.3",
-    "Jinja2~=3.1.5",
-    "cachetools==5.5.2",
-    "gidgethub~=5.3.0",
-    "pymongo~=4.12.1",
-)
 
 
 if "--build-requirements" in sys.argv:
@@ -46,7 +33,7 @@
     print(" ".join(TEST_REQUIREMENTS))
     sys.exit(0)
 if "--install-requirements" in sys.argv:
-    print(" ".join(INSTALL_REQUIREMENTS))
+    print(" ".join(pyproject_content["project"]["dependencies"]))
     sys.exit(0)
 try:
     from Cython.Build import cythonize

From 4ef5bc29b8377630c57995992d031c83daae6c9a Mon Sep 17 00:00:00 2001
From: Artanias <43622365+Artanias@users.noreply.github.com>
Date: Sat, 8 Nov 2025 11:33:14 +0300
Subject: [PATCH 9/9] refactor: moves dependencies into pyproject.toml.

---
 pyproject.toml |  8 +++++++-
 setup.py       | 26 +++++++++-----------------
 2 files changed, 16 insertions(+), 18 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 3cc4a2b4..094d8224 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,12 +29,18 @@ dependencies = [
     "requests~=2.32.3",
     "typing-extensions~=4.12.2",
     "aiohttp~=3.9.3",
-    "Jinja2~=3.1.5",
+    "Jinja2~=3.1.6",
     "cachetools==5.5.2",
     "gidgethub~=5.3.0",
     "pymongo~=4.12.1",
 ]
 
+[dependency-groups]
+test = ["pytest~=8.4.2", "pytest-mock~=3.15.1", "pytest-cov~=7.0.0"]
+lint = ["pre-commit~=4.3.0"]
+translate = ["Babel==2.17.0", "Jinja2~=3.1.6"]
+man = ["argparse-manpage==4.7"]
+
 [project.urls]
 Repository = "https://github.com/OSLL/code-plagiarism"
 Issues = "https://github.com/OSLL/code-plagiarism/issues"
diff --git a/setup.py b/setup.py
index 0982ac53..19560644 100644
--- a/setup.py
+++ b/setup.py
@@ -1,26 +1,18 @@
 import sys
 import tomllib
+from typing import Final
 
 with open("pyproject.toml", "rb") as f:
     pyproject_content = tomllib.load(f)
 
-BUILD_REQUIREMENTS: tuple[str, ...] = (
-    "argparse-manpage==4.6",
-    "Babel==2.17.0",
-    "Cython~=3.0.12",
-    "setuptools~=75.8.1",
-    "Jinja2~=3.1.5",
-)
-# fmt: off
-LINT_REQUIREMENTS: tuple[str, ...] = (
-    "pre-commit~=4.3.0",
-)
-# fmt: on
-TEST_REQUIREMENTS: tuple[str, ...] = (
-    "pytest~=8.4.2",
-    "pytest-mock~=3.15.1",
-    "pytest-cov~=7.0.0",
+BUILD_REQUIREMENTS: Final = (
+    pyproject_content["build-system"]["requires"]
+    + pyproject_content["dependency-groups"]["translate"]
+    + pyproject_content["dependency-groups"]["man"]
 )
+LINT_REQUIREMENTS: Final = pyproject_content["dependency-groups"]["lint"]
+TEST_REQUIREMENTS: Final = pyproject_content["dependency-groups"]["test"]
+INSTALL_REQUIREMENTS: Final = pyproject_content["project"]["dependencies"]
 
 
 if "--build-requirements" in sys.argv:
@@ -33,7 +25,7 @@
     print(" ".join(TEST_REQUIREMENTS))
     sys.exit(0)
 if "--install-requirements" in sys.argv:
-    print(" ".join(pyproject_content["project"]["dependencies"]))
+    print(" ".join(INSTALL_REQUIREMENTS))
     sys.exit(0)
 try:
     from Cython.Build import cythonize