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Merge pull request hotosm#138 from hotosm/enhance/docker
Enhance Docker
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DEBUG=True | ||
SECRET_KEY=yl2w)c0boi_ma-1v5)935^2#&m*r!1s9z9^*9e5co^08_ixzo6 | ||
DATABASE_URL=postgis://postgres:admin@pgsql:5432/ai | ||
EXPORT_TOOL_API_URL=http://44.203.33.53:8000/raw-data/current-snapshot/ | ||
CORS_ALLOWED_ORIGINS=http://localhost:3000 | ||
GDAL_LIBRARY_PATH='' | ||
MAXAR_CONNECT_ID= | ||
EXPORT_TOOL_API_URL=https://galaxy-api.hotosm.org/v1/raw-data/current-snapshot/ | ||
CORS_ALLOWED_ORIGINS=http://127.0.0.1:3000 | ||
OSM_CLIENT_ID= | ||
OSM_CLIENT_SECRET= | ||
OSM_URL=https://www.openstreetmap.org | ||
OSM_SCOPE=read_prefs | ||
OSM_LOGIN_REDIRECT_URI=http://127.0.0.1:8000/api/v1/auth/callback/ | ||
OSM_LOGIN_REDIRECT_URI=http://127.0.0.1:3000/authenticate/ | ||
OSM_SECRET_KEY= | ||
CELERY_BROKER_URL="redis://redis:6379/0" | ||
CELERY_RESULT_BACKEND="redis://redis:6379/0" | ||
RAMP_HOME="/home/kshitij/hotosm/fAIr-utilities" | ||
TRAINING_WORKSPACE="/home/kshitij/hotosm/fAIr/backend/training" | ||
TESTING_TOKEN= | ||
RAMP_HOME="/RAMP_HOME" | ||
TRAINING_WORKSPACE="/TRAINING_WORKSPACE" | ||
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TESTING_TOKEN= | ||
GDAL_LIBRARY_PATH='' | ||
MAXAR_CONNECT_ID= |
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version: '3.8' | ||
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services: | ||
postgres: | ||
restart: always | ||
image: postgis/postgis | ||
container_name: pgsql | ||
environment: | ||
- POSTGRES_DB=ai | ||
- POSTGRES_USER=postgres | ||
- POSTGRES_PASSWORD=admin | ||
ports: | ||
- '5434:5432' | ||
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redis: | ||
image: redis | ||
container_name: redis | ||
ports: | ||
- "6379:6379" | ||
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backend-api: | ||
build: | ||
context: ./backend | ||
dockerfile: Dockerfile | ||
container_name: api | ||
command: python manage.py runserver 0.0.0.0:8000 | ||
deploy: | ||
resources: | ||
reservations: | ||
devices: | ||
- driver: nvidia | ||
capabilities: [gpu] | ||
ports: | ||
- 8000:8000 | ||
volumes: | ||
- ${RAMP_HOME}:/RAMP_HOME | ||
- ${TRAINING_WORKSPACE}:/TRAINING_WORKSPACE | ||
depends_on: | ||
- redis | ||
- postgres | ||
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backend-worker: | ||
build: | ||
context: ./backend | ||
dockerfile: Dockerfile | ||
container_name: worker | ||
command: celery -A aiproject worker --loglevel=INFO | ||
deploy: | ||
resources: | ||
reservations: | ||
devices: | ||
- driver: nvidia | ||
capabilities: [gpu] | ||
volumes: | ||
- ${RAMP_HOME}:/RAMP_HOME | ||
- ${TRAINING_WORKSPACE}:/TRAINING_WORKSPACE | ||
depends_on: | ||
- backend-api | ||
- redis | ||
- postgres | ||
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worker-dashboard: | ||
image: mher/flower | ||
container_name: flower | ||
command: celery --broker=redis://redis:6379// flower --address=0.0.0.0 --port=5000 | ||
ports: | ||
- 5500:5000 | ||
depends_on: | ||
- backend-api | ||
- redis | ||
- backend-worker | ||
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frontend: | ||
build: | ||
context: ./frontend | ||
dockerfile: Dockerfile.frontend | ||
container_name: frontend | ||
command: npm start -- --host 0.0.0.0 --port 3000 | ||
ports: | ||
- 3000:3000 | ||
depends_on: | ||
- backend-api |
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Docker Compose is created with redis , worker , postgis database , api and frontend all in one making it easy for development . For production it is not recommended | ||
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## [DEV] Installation With Docker | ||
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1. Clone Repo | ||
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``` | ||
git clone https://github.com/hotosm/fAIr.git | ||
``` | ||
2. Get Docker Compose Installed | ||
If docker is not installed , Install it from [here](https://docs.docker.com/engine/install/) | ||
``` | ||
docker compose version | ||
``` | ||
3. Check your Graphics | ||
fAIr works best with graphics card. It is highly recommended to use graphics card . It might not work with CPU only . Nvidia Graphics cards are tested | ||
You need to make sure you can see your graphics card details and can be accessed through docker by installing necessary drivers | ||
By following command you can see your graphics and graphics driver details | ||
``` | ||
nvidia-smi | ||
``` | ||
4. Clonse Base Model and Create RAMP_HOME | ||
- Create a new folder called RAMP , outside fAIr | ||
``` | ||
mkdir ramp | ||
``` | ||
- Download BaseModel Checkpoint from [here](https://drive.google.com/file/d/1wvJhkiOrSlHmmvJ0avkAdu9sslFf5_I0/view?usp=sharing) | ||
``` | ||
pip install gdown | ||
gdown --fuzzy https://drive.google.com/file/d/1wvJhkiOrSlHmmvJ0avkAdu9sslFf5_I0/view?usp=sharing | ||
``` | ||
- Clone Ramp Code | ||
``` | ||
git clone https://github.com/kshitijrajsharma/ramp-code-fAIr.git ramp-code | ||
``` | ||
- Unzip downloaded basemodel and move inside ramp-code/ramp | ||
``` | ||
unzip checkpoint.tf.zip -d ramp-code/ramp | ||
``` | ||
- Export Env variable for RAMP_HOME | ||
Grab the file path of folder we created earlier ```ramp``` and export it as env variable | ||
``` | ||
export RAMP_HOME=/home/YOUR_RAMP_LOCATION | ||
``` | ||
eg : export RAMP_HOME=/home/kshitij/ramp | ||
5. Register your Local setup to OSM | ||
- Go to [OpenStreetMap](https://www.openstreetmap.org/) , Login/Create Account | ||
- Click on your Profile and Hit ```My Settings``` | ||
- Navigate to ```Oauth2 Applications``` | ||
- Register new application | ||
- Check permissions for ```Read user preferences``` and Redirect URI to be ```http://127.0.0.1:3000/authenticate/``` , Give it name as ```fAIr Dev Local``` | ||
- You will get ```OSM_CLIENT_ID``` , ```OSM_CLIENT_SECRET``` Copy them | ||
6. Create Env variables | ||
- Create a file ```.env``` in backend with [docker_sample_env](../backend/docker_sample_env) content | ||
``` | ||
cp docker_sample_env .env | ||
``` | ||
- Fill out the details of ```OSM_CLIENT_ID``` &```OSM_CLIENT_SECRET``` in .env file and generate a unique key & paste it to ```OSM_SECRET_KEY``` (It can be random for dev setup) | ||
Leave rest of the items as it is unless you know what you are doing | ||
- Export ```TRAINING_WORKSPACE``` Env | ||
Training workspace is the folder where fAIr will store its training files | ||
for eg : | ||
``` | ||
export TRAINING_WORKSPACE=/home/kshitij/hotosm/fAIr/trainings | ||
``` | ||
- Create ```.env``` in /frontend | ||
``` | ||
cp .env_sample .env | ||
``` | ||
You can leave it as it is for dev setup | ||
7. Build & Run containers | ||
``` | ||
docker compose build | ||
``` | ||
``` | ||
docker compose up | ||
``` | ||
8. Run Migrations | ||
See Running containers grab their ID and launch bash to make migrations (This is needed for the first time to set database) | ||
docker container ps | ||
Grab Container ID & Open Bash | ||
docker exec -it CONTAINER_ID bash | ||
Once Bash is promoted hit following commands | ||
python manage.py makemigrations | ||
python manage.py makemigrations login | ||
python manage.py makemigrations login | ||
python manage.py migrate | ||
9. Play and Develop | ||
Restart containers | ||
``` | ||
docker compose restart | ||
``` | ||
Frontend will be available on 5000 port , Backend will be on 8000 , Flower will be on 5500 |
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REACT_APP_CONNECT_ID= | ||
REACT_APP_TM_API=https://tasking-manager-tm4-production-api.hotosm.org/api/v2/projects/PROJECT_ID/tasks/ | ||
REACT_APP_ENV=Dev | ||
REACT_APP_API_BASE=http://localhost:8000/api/v1 | ||
REACT_APP_API_BASE=http://127.0.0.1:8000/api/v1 |
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FROM node:16.14.2 | ||
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WORKDIR /app | ||
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COPY . /app | ||
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RUN npm install --legacy-peer-deps | ||
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# RUN npm run build | ||
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# EXPOSE 3000 |