What is the relation between docker0 and eth0?

There is no direct link between the default docker0 bridge and the hosts ethernet devices. If you use the --net=host option for a container then the hosts network stack will be available in the container.

When a packet flows from container to docker0, how does it know it will be forwarded to eth0, and then to the outside world?

The docker0 bridge has the .1 address of the Docker network assigned to it, this is usually something around a 172.17 or 172.18.

$ ip address show dev docker0
8: docker0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc noqueue state UP group default 
    link/ether 02:42:03:47:33:c1 brd ff:ff:ff:ff:ff:ff
    inet 172.17.0.1/16 scope global docker0
       valid_lft forever preferred_lft forever

Containers are assigned a veth interface which is attached to the docker0 bridge.

$ bridge link
10: vethcece7e5 state UP @(null): <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 master docker0 state forwarding priority 32 cost 2

Containers created on the default Docker network receive the .1 address as their default route.

$ docker run busybox ip route show
default via 172.17.0.1 dev eth0 
172.17.0.0/16 dev eth0  src 172.17.0.3 

Docker uses NAT MASQUERADE for outbound traffic from there and it will follow the standard outbound routing on the host, which may or may not involve eth0.

$ iptables -t nat -vnL POSTROUTING
Chain POSTROUTING (policy ACCEPT 0 packets, 0 bytes)
 pkts bytes target     prot opt in     out     source               destination         
    0     0 MASQUERADE  all  --  *      !docker0  172.17.0.0/16        0.0.0.0/0  

iptables handles the connection tracking and return traffic.

When an external packet arrives to eth0, why it is forwarded to docker0 then container? instead of processing it or drop it?

If you are asking about the return path for outbound traffic from the container, see iptables above as the MASQUERADE will map the connection back through.

If you mean new inbound traffic, Packets are not forwarded into a container by default. The standard way to achieve this is to setup a port mapping. Docker launches a daemon that listens on the host on port X and forwards to the container on port Y.

I'm not sure why NAT wasn't used for inbound traffic as well. I've run into some issues trying to map large numbers of ports into containers which led to mapping real world interfaces completely into containers.