django and AWS: Which is better lambda or fargate - django

Question

I currently use docker-compose.yml to deploy my django application on an AWS EC2 instance. But i feel the need for scaling and load balancing.
I have two choices
AWS lambda (using zappa - but heard that this is no longer maintained. There are limitations memory consumption and execution time (It was increased to 15 mins recently from the earlier 5 mins) and also 3GB memory limit (CPU increases proportionally). Also if it is used sporadically it may need to be pre-warmed (called on a schedule) for extra performance.)
AWS fargate (not sure how to use the docker-compose.yml file here)
My django application required some big libraries like pandas etc.
Currently i use docker-compose.yml file to run the django application. My docker-compose.yml file is as below
I have used the following images django-app, reactjs-app, postgres, redis and nginx.
# My version of docker = 18.09.4-ce
# Compose file format supported till version 18.06.0+ is 3.7
version: "3.7"
services:
nginx:
image: nginx:1.19.0-alpine
ports:
- 80:80
volumes:
- ./nginx/localhost/configs:/etc/nginx/configs
networks:
- nginx_network
postgresql:
image: "postgres:13-alpine"
restart: always
volumes:
- type: bind
source: ../DO_NOT_DELETE_postgres_data
target: /var/lib/postgresql/data
environment:
POSTGRES_DB: ${POSTGRES_DB}
POSTGRES_USER: ${POSTGRES_USER}
POSTGRES_PASSWORD: ${POSTGRES_PASSWORD}
PGDATA: "/var/lib/postgresql/data/pgdata"
networks:
- postgresql_network
redis:
image: "redis:5.0.9-alpine3.11"
command: redis-server
environment:
- REDIS_REPLICATION_MODE=master
networks: # connect to the bridge
- redis_network
celery_worker:
image: "python3.9_django_image"
command:
- sh -c celery -A celery_worker.celery worker --pool=solo --loglevel=debug
depends_on:
- redis
networks: # connect to the bridge
- redis_network
- postgresql_network
webapp:
image: "python3.9_django-app"
command:
- sh -c python manage.py runserver 0.0.0.0:8000
depends_on:
- postgresql
stdin_open: true # Add this line into your service
tty: true # Add this line into your service
networks:
- postgresql_network
- nginx_network
- redis_network
node_reactjs:
image: "node16_reactjs-app"
command:
- sh -c yarn run dev
stdin_open: true # Add this line into your service
tty: true # Add this line into your service
networks:
- nginx_network
networks:
postgresql_network:
driver: bridge
redis_network:
driver: bridge
nginx_network:
driver: bridge
and access using
domain-name:80 for accessing reacts app
api.domain-name:80 for accessing the django rest apis
which i configured in the nginx.
So in my scenario how can I shift to AWS