Difference between service and container in docker compose

i cant fully answer your question as i dont understand about services myself. However, I do understand volumes_from in relation to containers and so this will answer half your question :) A partial answer is better than none?

CONTAINER A

volumes: /my/shared/directory
container_name:ca

CONTAINER B

volumes_from:ca

Now container B will have a new directory in it /my/shared/directory which is mounted from container A - the contents of the directory in container B will be exactly the same as the contents of the directory in container A

if you discover about services plz let me know

Services and container are related but both are different things.

A service can be run by one or multiple containers. With docker you can handle containers and with docker-compose you can handle services.

For example:

Let's say that we have this docker-compose.yml file:

web:
  image: example/my_web_app:latest
  expose:
    - 80
  links:
    - db 

db:
  image: postgres:latest

This compose file defines two services, web and db.

When you run docker-compose up, Assuming that the project directory is test1 then compose will start 2 containers named test1_db_1 and test1_web_1.

$ docker ps -a
CONTAINER ID   IMAGE        COMMAND          ...      NAMES
1c1683e871dc   test1_web    "nginx -g"       ...      test1_web_1
a41360558f96   test1_db     "postgres -d"    ...      test1_db_1

So, in this point you have 2 services and 1 container for each.

But you could scale the service named web to use 5 containers.

$ docker-compose scale web=5
Creating and starting 2 ... done
Creating and starting 3 ... done
Creating and starting 4 ... done
Creating and starting 5 ... done

In this point you have 2 services and 6 containers

$ docker ps -a  
CONTAINER ID   IMAGE        COMMAND         ...      NAMES
1bf4c939263f   test1_web    "nginx -g"      ...      test1_web_3
d3033964a44b   test1_web    "nginx -g"      ...      test1_web_4
649bbda4d0b0   test1_web    "nginx -g"      ...      test1_web_5
a265ea406727   test1_web    "nginx -g"      ...      test1_web_2
1c1683e871dc   test1_web    "nginx -g"      ...      test1_web_1
a41360558f96   test1_db     "postgres -d'   ...      test1_db_1

Additionally, with docker-compose you can run subcommand against one or more services.

$docker-compose stop web