flask-ML #5
@ -3,4 +3,5 @@
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<component name="MarkdownSettingsMigration">
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<option name="stateVersion" value="1" />
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</component>
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<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.11 (Projekt_IO)" project-jdk-type="Python SDK" />
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</project>
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6
docker/.dockerignore
Normal file
@ -0,0 +1,6 @@
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*.md
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/venv
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.git
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__pycache__
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.pytest_cache
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/tests
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17
docker/Dockerfile
Normal file
@ -0,0 +1,17 @@
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# Użyj obrazu bazowego Python 3.8
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FROM python:3.11
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# Ustaw katalog roboczy na /app
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WORKDIR /app
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# Skopiuj zawartość bieżącego katalogu do /app w kontenerze
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COPY . /app
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# Zainstaluj zależności
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RUN pip install --no-cache-dir -r requirements.txt
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# Wyeksponuj port 5000
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EXPOSE 5000
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# Uruchom aplikację po uruchomieniu kontenera
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CMD ["python", "main.py"]
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10
docker/docker-compose.yml
Normal file
@ -0,0 +1,10 @@
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version: '3.3'
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services:
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cat-detection:
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image: cat-detection
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build:
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context: ../
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dockerfile: ./docker/Dockerfile
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ports:
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- "5000:5000"
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BIN
img/cat.png
Before Width: | Height: | Size: 204 KiB |
@ -1,3 +1,5 @@
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import os
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from jproperties import Properties
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"""
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@ -10,9 +12,11 @@ from jproperties import Properties
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def translate(to_translate, lang):
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try:
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config = Properties()
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script_directory = os.path.dirname(os.path.abspath(__file__))
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resources_path = os.path.join(script_directory, "./resources")
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# Load properties file for given lang
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with open(f"resources/{lang}.properties", 'rb') as config_file:
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with open(os.path.join(resources_path, f"./{lang}.properties"), 'rb') as config_file:
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config.load(config_file, encoding='UTF-8')
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# Translate labels for given to_translate dictionary
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2
main.py
@ -103,4 +103,4 @@ def upload_file():
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if __name__ == '__main__':
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app.run(debug=True)
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app.run(host='0.0.0.0')
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|
@ -3,3 +3,6 @@ numpy==1.26.3
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pillow==10.2.0
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keras==2.15.0
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jproperties==2.1.1
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tensorflow==2.15.0
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werkzeug==3.0.1
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pytest==7.4.4
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24
scripts/build_image.bat
Normal file
@ -0,0 +1,24 @@
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@echo off
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chcp 65001 >nul
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docker -v >nul 2>&1
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if %errorlevel% neq 0 (
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echo [31mDocker is not installed.[0m
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exit /b 1
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)
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docker info >nul 2>&1
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if %errorlevel% neq 0 (
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echo [31mDocker engine is not running.[0m
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exit /b 1
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)
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cd ../docker
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echo [32mBuilding docker image...[0m
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docker compose build cat-detection
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if %errorlevel% neq 0 (
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echo [31mBuilding cdocker imagew failed.[0m
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exit /b 1
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)
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echo [32mThe image was built successfully.[0m
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27
scripts/build_image.sh
Normal file
@ -0,0 +1,27 @@
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#!/bin/bash
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export LC_ALL=C.UTF-8
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export LANG=C.UTF-8
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docker -v > /dev/null 2>&1
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if [ $? -ne 0 ]; then
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echo -e "\033[31mDocker is not installed.\033[0m"
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exit 1
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fi
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docker info > /dev/null 2>&1
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if [ $? -ne 0 ]; then
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echo -e "\033[31mDocker engine is not running.\033[0m"
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exit 1
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fi
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cd ../docker
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echo -e "\033[32mBuilding docker image...\033[0m"
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docker-compose build cat-detection
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if [ $? -ne 0 ]; then
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echo -e "\033[31mBuilding docker image failed.\033[0m"
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exit 1
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fi
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echo -e "\033[32mThe image was built successfully.\033[0m"
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14
scripts/run_tests.bat
Normal file
@ -0,0 +1,14 @@
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@echo off
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echo [32mRunning unit tests.[0m
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set PYTHONPATH=%CD%;%PYTHONPATH%
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cd %~dp0
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pytest ../tests
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if %ERRORLEVEL% equ 0 (
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echo [32mTests passed successfully.[0m
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) else (
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Tests failed.
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echo [31mTests failed.[0m
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)
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8
scripts/start.bat
Normal file
@ -0,0 +1,8 @@
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@echo off
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chcp 65001 >nul
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docker compose -f ../docker/docker-compose.yml up cat-detection -d
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if %errorlevel% neq 0 (
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echo [31mStarting docker container failed.[0m
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exit /b 1
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)
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11
scripts/start.sh
Normal file
@ -0,0 +1,11 @@
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#!/bin/bash
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export LC_ALL=C.UTF-8
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export LANG=C.UTF-8
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docker-compose -f ../docker/docker-compose.yml up cat-detection -d
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if [ $? -ne 0 ]; then
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echo -e "\033[31mStarting docker container failed.\033[0m"
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exit 1
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fi
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BIN
tests/img/Egyptian_cat/Egyptian-Mau-Bronze-750.jpg
Normal file
After Width: | Height: | Size: 360 KiB |
BIN
tests/img/Persian_cat/PER_Fluffy_Fancy_Antony_(5468896948).jpg
Normal file
After Width: | Height: | Size: 100 KiB |
BIN
tests/img/Siamese_cat/siamese-cat-cover.jpg
Normal file
After Width: | Height: | Size: 159 KiB |
BIN
tests/img/cheetah/TheCheethcat.jpg
Normal file
After Width: | Height: | Size: 180 KiB |
BIN
tests/img/cougar/Cougar_at_Cougar_Mountain_Zoological_Park_2.jpg
Normal file
After Width: | Height: | Size: 216 KiB |
BIN
tests/img/jaguar/Junior-Jaguar-Belize-Zoo.jpg
Normal file
After Width: | Height: | Size: 326 KiB |
BIN
tests/img/leopard/African_leopard_male_(cropped).jpg
Normal file
After Width: | Height: | Size: 221 KiB |
BIN
tests/img/lion/Lion_waiting_in_Namibia.jpg
Normal file
After Width: | Height: | Size: 281 KiB |
BIN
tests/img/lynx/552661_poster.jpg
Normal file
After Width: | Height: | Size: 469 KiB |
Before Width: | Height: | Size: 7.1 KiB After Width: | Height: | Size: 7.1 KiB |
BIN
tests/img/snow_lopard/Snow-Leopard.jpg
Normal file
After Width: | Height: | Size: 255 KiB |
BIN
tests/img/tabby/Cat_November_2010-1a.jpg
Normal file
After Width: | Height: | Size: 2.7 MiB |
After Width: | Height: | Size: 345 KiB |
Before Width: | Height: | Size: 105 KiB After Width: | Height: | Size: 105 KiB |
19
tests/test_1.py
Normal file
@ -0,0 +1,19 @@
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import os
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from werkzeug.datastructures import FileStorage
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from main import app
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def test_upload_file():
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with app.test_client() as test_client:
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script_directory = os.path.dirname(os.path.abspath(__file__))
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image_path = os.path.join(script_directory, "./img/tiger_cat/cat1.jpg")
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image = FileStorage(
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stream=open(image_path, "rb"),
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filename="cat1.jpg",
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content_type="image/jpeg",
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)
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response = test_client.post('/api/v1/detect-cat', data={'image': image}, content_type='multipart/form-data')
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assert response.status_code == 200
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@ -1,5 +1,3 @@
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import imghdr
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"""
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Validation method.
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If everything fine then returns empty list.
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