flask-ML #5

Merged
s481871 merged 3 commits from flask-ML into dev 2024-01-20 17:51:33 +01:00
30 changed files with 148 additions and 5 deletions
Showing only changes of commit 9f3bbb0d87 - Show all commits

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<component name="MarkdownSettingsMigration"> <component name="MarkdownSettingsMigration">
<option name="stateVersion" value="1" /> <option name="stateVersion" value="1" />
</component> </component>
<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.11 (Projekt_IO)" project-jdk-type="Python SDK" />
</project> </project>

1
README.md Normal file
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Cat detection

6
docker/.dockerignore Normal file
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*.md
/venv
.git
__pycache__
.pytest_cache
/tests

17
docker/Dockerfile Normal file
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# Użyj obrazu bazowego Python 3.8
FROM python:3.11
# Ustaw katalog roboczy na /app
WORKDIR /app
# Skopiuj zawartość bieżącego katalogu do /app w kontenerze
COPY . /app
# Zainstaluj zależności
RUN pip install --no-cache-dir -r requirements.txt
# Wyeksponuj port 5000
EXPOSE 5000
# Uruchom aplikację po uruchomieniu kontenera
CMD ["python", "main.py"]

10
docker/docker-compose.yml Normal file
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version: '3.3'
services:
cat-detection:
image: cat-detection
build:
context: ../
dockerfile: ./docker/Dockerfile
ports:
- "5000:5000"

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import os
from jproperties import Properties from jproperties import Properties
""" """
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def translate(to_translate, lang): def translate(to_translate, lang):
try: try:
config = Properties() config = Properties()
script_directory = os.path.dirname(os.path.abspath(__file__))
resources_path = os.path.join(script_directory, "./resources")
# Load properties file for given lang # Load properties file for given lang
with open(f"resources/{lang}.properties", 'rb') as config_file: with open(os.path.join(resources_path, f"./{lang}.properties"), 'rb') as config_file:
config.load(config_file, encoding='UTF-8') config.load(config_file, encoding='UTF-8')
# Translate labels for given to_translate dictionary # Translate labels for given to_translate dictionary

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if __name__ == '__main__': if __name__ == '__main__':
app.run(debug=True) app.run(host='0.0.0.0')

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pillow==10.2.0 pillow==10.2.0
keras==2.15.0 keras==2.15.0
jproperties==2.1.1 jproperties==2.1.1
tensorflow==2.15.0
werkzeug==3.0.1
pytest==7.4.4

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scripts/build_image.bat Normal file
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@echo off
chcp 65001 >nul
docker -v >nul 2>&1
if %errorlevel% neq 0 (
echo Docker is not installed.
exit /b 1
)
docker info >nul 2>&1
if %errorlevel% neq 0 (
echo Docker engine is not running.
exit /b 1
)
cd ../docker
echo Building docker image...
docker compose build cat-detection
if %errorlevel% neq 0 (
echo Building cdocker imagew failed.
exit /b 1
)
echo The image was built successfully.

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scripts/build_image.sh Normal file
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#!/bin/bash
export LC_ALL=C.UTF-8
export LANG=C.UTF-8
docker -v > /dev/null 2>&1
if [ $? -ne 0 ]; then
echo -e "\033[31mDocker is not installed.\033[0m"
exit 1
fi
docker info > /dev/null 2>&1
if [ $? -ne 0 ]; then
echo -e "\033[31mDocker engine is not running.\033[0m"
exit 1
fi
cd ../docker
echo -e "\033[32mBuilding docker image...\033[0m"
docker-compose build cat-detection
if [ $? -ne 0 ]; then
echo -e "\033[31mBuilding docker image failed.\033[0m"
exit 1
fi
echo -e "\033[32mThe image was built successfully.\033[0m"

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scripts/run_tests.bat Normal file
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@echo off
echo Running unit tests.
set PYTHONPATH=%CD%;%PYTHONPATH%
cd %~dp0
pytest ../tests
if %ERRORLEVEL% equ 0 (
echo Tests passed successfully.
) else (
Tests failed.
echo Tests failed.
)

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scripts/start.bat Normal file
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@echo off
chcp 65001 >nul
docker compose -f ../docker/docker-compose.yml up cat-detection -d
if %errorlevel% neq 0 (
echo Starting docker container failed.
exit /b 1
)

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scripts/start.sh Normal file
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#!/bin/bash
export LC_ALL=C.UTF-8
export LANG=C.UTF-8
docker-compose -f ../docker/docker-compose.yml up cat-detection -d
if [ $? -ne 0 ]; then
echo -e "\033[31mStarting docker container failed.\033[0m"
exit 1
fi

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tests/test_1.py Normal file
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import os
from werkzeug.datastructures import FileStorage
from main import app
def test_upload_file():
with app.test_client() as test_client:
script_directory = os.path.dirname(os.path.abspath(__file__))
image_path = os.path.join(script_directory, "./img/tiger_cat/cat1.jpg")
image = FileStorage(
stream=open(image_path, "rb"),
filename="cat1.jpg",
content_type="image/jpeg",
)
response = test_client.post('/api/v1/detect-cat', data={'image': image}, content_type='multipart/form-data')
assert response.status_code == 200

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import imghdr
""" """
Validation method. Validation method.
If everything fine then returns empty list. If everything fine then returns empty list.