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Connect pyodbc in a docker container to a database outside the container [duplicate]

I have a Nginx running inside a docker container. I have a MySql running on the host system. I want to connect to the MySql from within my container. MySql is only binding to the localhost device.
Is there any way to connect to this MySql or any other program on localhost from within this docker container?
This question is different from "How to get the IP address of the docker host from inside a docker container" due to the fact that the IP address of the docker host could be the public IP or the private IP in the network which may or may not be reachable from within the docker container (I mean public IP if hosted at AWS or something). Even if you have the IP address of the docker host it does not mean you can connect to docker host from within the container given that IP address as your Docker network may be overlay, host, bridge, macvlan, none etc which restricts the reachability of that IP address.

Edit:
If you are using Docker-for-mac or Docker-for-Windows 18.03+, connect to your mysql service using the host host.docker.internal (instead of the 127.0.0.1 in your connection string).
If you are using Docker-for-Linux 20.10.0+, you can also use the host host.docker.internal if you started your Docker container with the --add-host host.docker.internal:host-gateway option.
Otherwise, read below
TLDR
Use --network="host" in your docker run command, then 127.0.0.1 in your docker container will point to your docker host.
Note: This mode only works on Docker for Linux, per the documentation.
Note on docker container networking modes
Docker offers different networking modes when running containers. Depending on the mode you choose you would connect to your MySQL database running on the docker host differently.
docker run --network="bridge" (default)
Docker creates a bridge named docker0 by default. Both the docker host and the docker containers have an IP address on that bridge.
on the Docker host, type sudo ip addr show docker0 you will have an output looking like:
[vagrant#docker:~] $ sudo ip addr show docker0
4: docker0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc noqueue state UP group default
link/ether 56:84:7a:fe:97:99 brd ff:ff:ff:ff:ff:ff
inet 172.17.42.1/16 scope global docker0
valid_lft forever preferred_lft forever
inet6 fe80::5484:7aff:fefe:9799/64 scope link
valid_lft forever preferred_lft forever
So here my docker host has the IP address 172.17.42.1 on the docker0 network interface.
Now start a new container and get a shell on it: docker run --rm -it ubuntu:trusty bash and within the container type ip addr show eth0 to discover how its main network interface is set up:
root#e77f6a1b3740:/# ip addr show eth0
863: eth0: <BROADCAST,UP,LOWER_UP> mtu 1500 qdisc pfifo_fast state UP group default qlen 1000
link/ether 66:32:13:f0:f1:e3 brd ff:ff:ff:ff:ff:ff
inet 172.17.1.192/16 scope global eth0
valid_lft forever preferred_lft forever
inet6 fe80::6432:13ff:fef0:f1e3/64 scope link
valid_lft forever preferred_lft forever
Here my container has the IP address 172.17.1.192. Now look at the routing table:
root#e77f6a1b3740:/# route
Kernel IP routing table
Destination Gateway Genmask Flags Metric Ref Use Iface
default 172.17.42.1 0.0.0.0 UG 0 0 0 eth0
172.17.0.0 * 255.255.0.0 U 0 0 0 eth0
So the IP Address of the docker host 172.17.42.1 is set as the default route and is accessible from your container.
root#e77f6a1b3740:/# ping 172.17.42.1
PING 172.17.42.1 (172.17.42.1) 56(84) bytes of data.
64 bytes from 172.17.42.1: icmp_seq=1 ttl=64 time=0.070 ms
64 bytes from 172.17.42.1: icmp_seq=2 ttl=64 time=0.201 ms
64 bytes from 172.17.42.1: icmp_seq=3 ttl=64 time=0.116 ms
docker run --network="host"
Alternatively you can run a docker container with network settings set to host. Such a container will share the network stack with the docker host and from the container point of view, localhost (or 127.0.0.1) will refer to the docker host.
Be aware that any port opened in your docker container would be opened on the docker host. And this without requiring the -p or -P docker run option.
IP config on my docker host:
[vagrant#docker:~] $ ip addr show eth0
2: eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc pfifo_fast state UP group default qlen 1000
link/ether 08:00:27:98:dc:aa brd ff:ff:ff:ff:ff:ff
inet 10.0.2.15/24 brd 10.0.2.255 scope global eth0
valid_lft forever preferred_lft forever
inet6 fe80::a00:27ff:fe98:dcaa/64 scope link
valid_lft forever preferred_lft forever
and from a docker container in host mode:
[vagrant#docker:~] $ docker run --rm -it --network=host ubuntu:trusty ip addr show eth0
2: eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc pfifo_fast state UP group default qlen 1000
link/ether 08:00:27:98:dc:aa brd ff:ff:ff:ff:ff:ff
inet 10.0.2.15/24 brd 10.0.2.255 scope global eth0
valid_lft forever preferred_lft forever
inet6 fe80::a00:27ff:fe98:dcaa/64 scope link
valid_lft forever preferred_lft forever
As you can see both the docker host and docker container share the exact same network interface and as such have the same IP address.
Connecting to MySQL from containers
bridge mode
To access MySQL running on the docker host from containers in bridge mode, you need to make sure the MySQL service is listening for connections on the 172.17.42.1 IP address.
To do so, make sure you have either bind-address = 172.17.42.1 or bind-address = 0.0.0.0 in your MySQL config file (my.cnf).
If you need to set an environment variable with the IP address of the gateway, you can run the following code in a container :
export DOCKER_HOST_IP=$(route -n | awk '/UG[ \t]/{print $2}')
then in your application, use the DOCKER_HOST_IP environment variable to open the connection to MySQL.
Note: if you use bind-address = 0.0.0.0 your MySQL server will listen for connections on all network interfaces. That means your MySQL server could be reached from the Internet ; make sure to set up firewall rules accordingly.
Note 2: if you use bind-address = 172.17.42.1 your MySQL server won't listen for connections made to 127.0.0.1. Processes running on the docker host that would want to connect to MySQL would have to use the 172.17.42.1 IP address.
host mode
To access MySQL running on the docker host from containers in host mode, you can keep bind-address = 127.0.0.1 in your MySQL configuration and connect to 127.0.0.1 from your containers:
[vagrant#docker:~] $ docker run --rm -it --network=host mysql mysql -h 127.0.0.1 -uroot -p
Enter password:
Welcome to the MySQL monitor. Commands end with ; or \g.
Your MySQL connection id is 36
Server version: 5.5.41-0ubuntu0.14.04.1 (Ubuntu)
Copyright (c) 2000, 2014, Oracle and/or its affiliates. All rights reserved.
Oracle is a registered trademark of Oracle Corporation and/or its affiliates. Other names may be trademarks of their respective owners.
Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.
mysql>
note: Do use mysql -h 127.0.0.1 and not mysql -h localhost; otherwise the MySQL client would try to connect using a unix socket.

For all platforms
Docker v 20.10 and above (since December 14th 2020)
Use your internal IP address or connect to the special DNS name host.docker.internal which will resolve to the internal IP address used by the host.
On Linux, using the Docker command, add --add-host=host.docker.internal:host-gateway to your Docker command to enable this feature.
To enable this in Docker Compose on Linux, add the following lines to the container definition:
extra_hosts:
- "host.docker.internal:host-gateway"
For older macOS and Windows versions of Docker
Docker v 18.03 and above (since March 21st 2018)
Use your internal IP address or connect to the special DNS name host.docker.internal which will resolve to the internal IP address used by the host.
Linux support pending https://github.com/docker/for-linux/issues/264
For older macOS versions of Docker
Docker for Mac v 17.12 to v 18.02
Same as above but use docker.for.mac.host.internal instead.
Docker for Mac v 17.06 to v 17.11
Same as above but use docker.for.mac.localhost instead.
Docker for Mac 17.05 and below
To access host machine from the docker container you must attach an IP alias to your network interface. You can bind whichever IP you want, just make sure you're not using it to anything else.
sudo ifconfig lo0 alias 123.123.123.123/24
Then make sure that you server is listening to the IP mentioned above or 0.0.0.0. If it's listening on localhost 127.0.0.1 it will not accept the connection.
Then just point your docker container to this IP and you can access the host machine!
To test you can run something like curl -X GET 123.123.123.123:3000 inside the container.
The alias will reset on every reboot so create a start-up script if necessary.
Solution and more documentation here: https://docs.docker.com/docker-for-mac/networking/#use-cases-and-workarounds

Use
host.docker.internal
instead of
localhost

I doing a hack similar to above posts of get the local IP to map to a alias name (DNS) in the container. The major problem is to get dynamically with a simple script that works both in Linux and OSX the host IP address. I did this script that works in both environments (even in Linux distribution with "$LANG" != "en_*" configured):
ifconfig | grep -E "([0-9]{1,3}\.){3}[0-9]{1,3}" | grep -v 127.0.0.1 | awk '{ print $2 }' | cut -f2 -d: | head -n1
So, using Docker Compose, the full configuration will be:
Startup script (docker-run.sh):
export DOCKERHOST=$(ifconfig | grep -E "([0-9]{1,3}\.){3}[0-9]{1,3}" | grep -v 127.0.0.1 | awk '{ print $2 }' | cut -f2 -d: | head -n1)
docker-compose -f docker-compose.yml up
docker-compose.yml:
myapp:
build: .
ports:
- "80:80"
extra_hosts:
- "dockerhost:$DOCKERHOST"
Then change http://localhost to http://dockerhost in your code.
For a more advance guide of how to customize the DOCKERHOST script, take a look at this post with a explanation of how it works.

Solution for Linux (kernel >=3.6).
Ok, your localhost server has a default docker interface docker0 with IP address 172.17.0.1. Your container started with default network settings --net="bridge".
Enable route_localnet for docker0 interface:
$ sysctl -w net.ipv4.conf.docker0.route_localnet=1
Add these rules to iptables:
$ iptables -t nat -I PREROUTING -i docker0 -d 172.17.0.1 -p tcp --dport 3306 -j DNAT --to 127.0.0.1:3306
$ iptables -t filter -I INPUT -i docker0 -d 127.0.0.1 -p tcp --dport 3306 -j ACCEPT
Create MySQL user with access from '%' that means - from anyone, excluding localhost:
CREATE USER 'user'#'%' IDENTIFIED BY 'password';
Change in your script the mysql-server address to 172.17.0.1.
From the kernel documentation:
route_localnet - BOOLEAN: Do not consider loopback addresses as martian source or destination while routing. This enables the use of 127/8 for local routing purposes (default FALSE).

This worked for me on an NGINX/PHP-FPM stack without touching any code or networking where the app's just expecting to be able to connect to localhost
Mount mysqld.sock from the host to inside the container.
Find the location of the mysql.sock file on the host running mysql:
netstat -ln | awk '/mysql(.*)?\.sock/ { print $9 }'
Mount that file to where it's expected in the docker:
docker run -v /hostpath/to/mysqld.sock:/containerpath/to/mysqld.sock
Possible locations of mysqld.sock:
/tmp/mysqld.sock
/var/run/mysqld/mysqld.sock
/var/lib/mysql/mysql.sock
/Applications/MAMP/tmp/mysql/mysql.sock # if running via MAMP

Until host.docker.internal is working for every platform, you can use my container acting as a NAT gateway without any manual setup:
https://github.com/qoomon/docker-host

Simplest solution for Mac OSX
Just use the IP address of your Mac. On the Mac run this to get the IP address and use it from within the container:
ifconfig | grep 'inet 192'| awk '{ print $2}'
As long as the server running locally on your Mac or in another docker container is listening to 0.0.0.0, the docker container will be able to reach out at that address.
If you just want to access another docker container that is listening on 0.0.0.0 you can use 172.17.0.1

Very simple and quick, check your host IP with ifconfig (linux) or ipconfig (windows) and then create a docker-compose.yml:
version: '3' # specify docker-compose version
services:
nginx:
build: ./ # specify the directory of the Dockerfile
ports:
- "8080:80" # specify port mapping
extra_hosts:
- "dockerhost:<yourIP>"
This way, your container will be able to access your host. When accessing your DB, remember to use the name you specified before, in this case dockerhost and the port of your host in which the DB is running.

Several solutions come to mind:
Move your dependencies into containers first
Make your other services externally accessible and connect to them with that external IP
Run your containers without network isolation
Avoid connecting over the network, use a socket that is mounted as a volume instead
The reason this doesn't work out of the box is that containers run with their own network namespace by default. That means localhost (or 127.0.0.1 pointing to the loopback interface) is unique per container. Connecting to this will connect to the container itself, and not services running outside of docker or inside of a different docker container.
Option 1: If your dependency can be moved into a container, I would do this first. It makes your application stack portable as others try to run your container on their own environment. And you can still publish the port on your host where other services that have not been migrated can still reach it. You can even publish the port to the localhost interface on your docker host to avoid it being externally accessible with a syntax like: -p 127.0.0.1:3306:3306 for the published port.
Option 2: There are a variety of ways to detect the host IP address from inside of the container, but each have a limited number of scenarios where they work (e.g. requiring Docker for Mac). The most portable option is to inject your host IP into the container with something like an environment variable or configuration file, e.g.:
docker run --rm -e "HOST_IP=$(ip route get 1 | sed -n 's/^.*src \([0-9.]*\) .*$/\1/p')" ...
This does require that your service is listening on that external interface, which could be a security concern. For other methods to get the host IP address from inside of the container, see this post.
Slightly less portable is to use host.docker.internal. This works in current versions of Docker for Windows and Docker for Mac. And in 20.10, the capability has been added to Docker for Linux when you pass a special host entry with:
docker run --add-host host.docker.internal:host-gateway ...
The host-gateway is a special value added in Docker 20.10 that automatically expands to a host IP. For more details see this PR.
Option 3: Running without network isolation, i.e. running with --net host, means your application is running on the host network namespace. This is less isolation for the container, and it means you cannot access other containers over a shared docker network with DNS (instead, you need to use published ports to access other containerized applications). But for applications that need to access other services on the host that are only listening on 127.0.0.1 on the host, this can be the easiest option.
Option 4: Various services also allow access over a filesystem based socket. This socket can be mounted into the container as a bind mounted volume, allowing you to access the host service without going over the network. For access to the docker engine, you often see examples of mounting /var/run/docker.sock into the container (giving that container root access to the host). With mysql, you can try something like -v /var/run/mysqld/mysqld.sock:/var/run/mysqld/mysql.sock and then connect to localhost which mysql converts to using the socket.

Solution for Windows 10
Docker Community Edition 17.06.0-ce-win18 2017-06-28 (stable)
You can use DNS name of the host docker.for.win.localhost, to resolve to the internal IP. (Warning some sources mentioned windows but it should be win)
Overview
I needed to do something similar, that is connect from my Docker container to my localhost, which was running the Azure Storage Emulator and CosmosDB Emulator.
The Azure Storage Emulator by default listens on 127.0.0.1, while you can change the IP its bound too, I was looking for a solution that would work with default settings.
This also works for connecting from my Docker container to SQL Server and IIS, both running locally on my host with default port settings.

For windows,
I have changed the database url in spring configuration: spring.datasource.url=jdbc:postgresql://host.docker.internal:5432/apidb
Then build the image and run. It worked for me.

None of the answers worked for me when using Docker Toolbox on Windows 10 Home, but 10.0.2.2 did, since it uses VirtualBox which exposes the host to the VM on this address.

This is not an answer to the actual question. This is how I solved a similar problem. The solution comes totally from: Define Docker Container Networking so Containers can Communicate. Thanks to Nic Raboy
Leaving this here for others who might want to do REST calls between one container and another. Answers the question: what to use in place of localhost in a docker environment?
Get how your network looks like docker network ls
Create a new network docker network create -d my-net
Start the first container docker run -d -p 5000:5000 --network="my-net" --name "first_container" <MyImage1:v0.1>
Check out network settings for first container docker inspect first_container. "Networks": should have 'my-net'
Start the second container docker run -d -p 6000:6000 --network="my-net" --name "second_container" <MyImage2:v0.1>
Check out network settings for second container docker inspect second_container. "Networks": should have 'my-net'
ssh into your second container docker exec -it second_container sh or docker exec -it second_container bash.
Inside of the second container, you can ping the first container by ping first_container. Also, your code calls such as http://localhost:5000 can be replaced by http://first_container:5000

If you're running with --net=host, localhost should work fine. If you're using default networking, use the static IP 172.17.0.1.
See this - https://stackoverflow.com/a/48547074/14120621

For those on Windows, assuming you're using the bridge network driver, you'll want to specifically bind MySQL to the IP address of the hyper-v network interface.
This is done via the configuration file under the normally hidden C:\ProgramData\MySQL folder.
Binding to 0.0.0.0 will not work. The address needed is shown in the docker configuration as well, and in my case was 10.0.75.1.

Edit: I ended up prototyping out the concept on GitHub. Check out: https://github.com/sivabudh/system-in-a-box
First, my answer is geared towards 2 groups of people: those who use a Mac, and those who use Linux.
The host network mode doesn't work on a Mac. You have to use an IP alias, see: https://stackoverflow.com/a/43541681/2713729
What is a host network mode? See: https://docs.docker.com/engine/reference/run/#/network-settings
Secondly, for those of you who are using Linux (my direct experience was with Ubuntu 14.04 LTS and I'm upgrading to 16.04 LTS in production soon), yes, you can make the service running inside a Docker container connect to localhost services running on the Docker host (eg. your laptop).
How?
The key is when you run the Docker container, you have to run it with the host mode. The command looks like this:
docker run --network="host" -id <Docker image ID>
When you do an ifconfig (you will need to apt-get install net-tools your container for ifconfig to be callable) inside your container, you will see that the network interfaces are the same as the one on Docker host (eg. your laptop).
It's important to note that I'm a Mac user, but I run Ubuntu under Parallels, so using a Mac is not a disadvantage. ;-)
And this is how you connect NGINX container to the MySQL running on a localhost.

For Linux, where you cannot change the interface the localhost service binds to
There are two problems we need to solve
Getting the IP of the host
Making our localhost service available to Docker
The first problem can be solved using qoomon's docker-host image, as given by other answers.
You will need to add this container to the same bridge network as your other container so that you can access it. Open a terminal inside your container and ensure that you can ping dockerhost.
bash-5.0# ping dockerhost
PING dockerhost (172.20.0.2): 56 data bytes
64 bytes from 172.20.0.2: seq=0 ttl=64 time=0.523 ms
Now, the harder problem, making the service accessible to docker.
We can use telnet to check if we can access a port on the host (you may need to install this).
The problem is that our container will only be able to access services that bind to all interfaces, such as SSH:
bash-5.0# telnet dockerhost 22
SSH-2.0-OpenSSH_7.6p1 Ubuntu-4ubuntu0.3
But services bound only to localhost will be inaccessible:
bash-5.0# telnet dockerhost 1025
telnet: can't connect to remote host (172.20.0.2): Connection refused
The proper solution here would be to bind the service to dockers bridge network. However, this answer assumes that it is not possible for you to change this. So we will instead use iptables.
First, we need to find the name of the bridge network that docker is using with ifconfig. If you are using an unnamed bridge, this will just be docker0. However, if you are using a named network you will have a bridge starting with br- that docker will be using instead. Mine is br-5cd80298d6f4.
Once we have the name of this bridge, we need to allow routing from this bridge to localhost. This is disabled by default for security reasons:
sysctl -w net.ipv4.conf.<bridge_name>.route_localnet=1
Now to set up our iptables rule. Since our container can only access ports on the docker bridge network, we are going to pretend that our service is actually bound to a port on this network.
To do this, we will forward all requests to <docker_bridge>:port to localhost:port
iptables -t nat -A PREROUTING -p tcp -i <docker_bridge_name> --dport <service_port> -j DNAT --to-destination 127.0.0.1:<service_port>
For example, for my service on port 1025
iptables -t nat -A PREROUTING -p tcp -i br-5cd80298d6f4 --dport 1025 -j DNAT --to-destination 127.0.0.1:1025
You should now be able to access your service from the container:
bash-5.0# telnet dockerhost 1025
220 127.0.0.1 ESMTP Service Ready

First see this answer for the options that you have to fix this problem. But if you use docker-compose you can add network_mode: host to your service and then use 127.0.0.1 to connect to the local host. This is just one of the options described in the answer above. Below you can find how I modified docker-compose.yml from https://github.com/geerlingguy/php-apache-container.git:
---
version: "3"
services:
php-apache:
+ network_mode: host
image: geerlingguy/php-apache:latest
container_name: php-apache
...
+ indicates the line I added.
[Additional info] This has also worked in version 2.2. and "host" or just 'host' are both worked in docker-compose.
---
version: "2.2"
services:
php-apache:
+ network_mode: "host"
or
+ network_mode: host
...

I disagree with the answer from Thomasleveil.
Making mysql bind to 172.17.42.1 will prevent other programs using the database on the host to reach it. This will only work if all your database users are dockerized.
Making mysql bind to 0.0.0.0 will open the db to outside world, which is not only a very bad thing to do, but also contrary to what the original question author wants to do. He explicitly says "The MySql is running on localhost and not exposing a port to the outside world, so its bound on localhost"
To answer the comment from ivant
"Why not bind mysql to docker0 as well?"
This is not possible. The mysql/mariadb documentation explicitly says it is not possible to bind to several interfaces. You can only bind to 0, 1, or all interfaces.
As a conclusion, I have NOT found any way to reach the (localhost only) database on the host from a docker container. That definitely seems like a very very common pattern, but I don't know how to do it.

Try this:
version: '3.5'
services:
yourservice-here:
container_name: container_name
ports:
- "4000:4000"
extra_hosts: # <---- here
- localhost:192.168.1.202
- or-vitualhost.local:192.168.1.202
To get 192.168.1.202, uses ifconfig
This worked for me. Hope this help!

In 7 years the question was asked, it is either docker has changed, or no one tried this way. So I will include my own answer.
I have found all answers use complex methods. Today, I have needed this, and found 2 very simple ways:
use ipconfig or ifconfig on your host and make note of all IP addresses. At least two of them can be used by the container.
I have a fixed local network address on WiFi LAN Adapter: 192.168.1.101. This could be 10.0.1.101. the result will change depending on your router
I use WSL on windows, and it has its own vEthernet address: 172.19.192.1
use host.docker.internal. Most answers have this or another form of it depending on OS. The name suggests it is now globally used by docker.
A third option is to use WAN address of the machine, or in other words IP given by the service provider. However, this may not work if IP is not static, and requires routing and firewall settings.

You need to know the gateway! My solution with local server was to expose it under 0.0.0.0:8000, then run docker with subnet and run container like:
docker network create --subnet=172.35.0.0/16 --gateway 172.35.0.1 SUBNET35
docker run -d -p 4444:4444 --net SUBNET35 <container-you-want-run-place-here>
So, now you can access your loopback through http://172.35.0.1:8000

Connect to the gateway address.
❯ docker network inspect bridge | grep Gateway
"Gateway": "172.17.0.1"
Make sure the process on the host is listening on this interface or on all interfaces and is started after docker. If using systemd, you can add the below to make sure it is started after docker.
[Unit]
After=docker.service
Example
❯ python -m http.server &> /dev/null &
[1] 149976
❯ docker run --rm python python -c "from urllib.request import urlopen;print(b'Directory listing for' in urlopen('http://172.17.0.1:8000').read())"
True

Here is my solution : it works for my case
set local mysql server to public access by comment
#bind-address = 127.0.0.1
in /etc/mysql/mysql.conf.d
restart mysql server
sudo /etc/init.d/mysql restart
run the following command to open user root access any host
mysql -uroot -proot
GRANT ALL PRIVILEGES ON *.* TO 'root'#'%' IDENTIFIED BY 'root' WITH
GRANT OPTION;
FLUSH PRIVILEGES;
create sh script : run_docker.sh
#!bin/bash
HOSTIP=`ip -4 addr show scope global dev eth0 | grep inet | awk '{print \$2}' | cut -d / -f 1`
docker run -it -d --name web-app \
--add-host=local:${HOSTIP} \
-p 8080:8080 \
-e DATABASE_HOST=${HOSTIP} \
-e DATABASE_PORT=3306 \
-e DATABASE_NAME=demo \
-e DATABASE_USER=root \
-e DATABASE_PASSWORD=root \
sopheamak/springboot_docker_mysql
run with docker-composer
version: '2.1'
services:
tomcatwar:
extra_hosts:
- "local:10.1.2.232"
image: sopheamak/springboot_docker_mysql
ports:
- 8080:8080
environment:
- DATABASE_HOST=local
- DATABASE_USER=root
- DATABASE_PASSWORD=root
- DATABASE_NAME=demo
- DATABASE_PORT=3306

You can get the host ip using alpine image
docker run --rm alpine ip route | awk 'NR==1 {print $3}'
This would be more consistent as you're always using alpine to run the command.
Similar to Mariano's answer you can use same command to set an environment variable
DOCKER_HOST=$(docker run --rm alpine ip route | awk 'NR==1 {print $3}') docker-compose up

you can use net alias for your machine
OSX
sudo ifconfig lo0 alias 123.123.123.123/24 up
LINUX
sudo ifconfig lo:0 123.123.123.123 up
then from the container you can see the machine by 123.123.123.123

The CGroups and Namespaces are playing major role in the Container Ecosystem.
Namespace provide a layer of isolation. Each container runs in a separate namespace and its access is limited to that namespace. The Cgroups controls the resource utilization of each container, whereas Namespace controls what a process can see and access the respective resource.
Here is the basic understanding of the solution approach you could follow,
Use Network Namespace
When a container spawns out of image, a network interface is defined and create. This gives the container unique IP address and interface.
$ docker run -it alpine ifconfig
By changing the namespace to host, cotainers networks does not remain isolated to its interface, the process will have access to host machines network interface.
$ docker run -it --net=host alpine ifconfig
If the process listens on ports, they'll be listened on the host interface and mapped to the container.
Use PID Namespace
By changing the Pid namespace allows a container to interact with other process beyond its normal scope.
This container will run in its own namespace.
$ docker run -it alpine ps aux
By changing the namespace to the host, the container can also see all the other processes running on the system.
$ docker run -it --pid=host alpine ps aux
Sharing Namespace
This is a bad practice to do this in production because you are breaking out of the container security model which might open up for vulnerabilities, and easy access to eavesdropper. This is only for debugging tools and understating the loopholes in container security.
The first container is nginx server. This will create a new network and process namespace. This container will bind itself to port 80 of newly created network interface.
$ docker run -d --name http nginx:alpine
Another container can now reuse this namespace,
$ docker run --net=container:http mohan08p/curl curl -s localhost
Also, this container can see the interface with the processes in a shared container.
$ docker run --pid=container:http alpine ps aux
This will allow you give more privileges to containers without changing or restarting the application. In the similar way you can connect to mysql on host, run and debug your application. But, its not recommend to go by this way. Hope it helps.

Until fix is not merged into master branch, to get host IP just run from inside of the container:
ip -4 route list match 0/0 | cut -d' ' -f3
(as suggested by #Mahoney here).

I solved it by creating a user in MySQL for the container's ip:
$ sudo mysql<br>
mysql> create user 'username'#'172.17.0.2' identified by 'password';<br>
Query OK, 0 rows affected (0.00 sec)
mysql> grant all privileges on database_name.* to 'username'#'172.17.0.2' with grant option;<br>
Query OK, 0 rows affected (0.00 sec)
$ sudo vim /etc/mysql/mysql.conf.d/mysqld.cnf
<br>bind-address = 172.17.0.1
$ sudo systemctl restart mysql.service
Then on container: jdbc:mysql://<b>172.17.0.1</b>:3306/database_name

docker setup site on localhost is not responding or failing to connect [duplicate]

I have an app whose only dependency is flask, which runs fine outside docker and binds to the default port 5000. Here is the full source:
from flask import Flask
app = Flask(__name__)
app.debug = True
#app.route('/')
def main():
return 'hi'
if __name__ == '__main__':
app.run()
The problem is that when I deploy this in docker, the server is running but is unreachable from outside the container.
Below is my Dockerfile. The image is ubuntu with flask installed. The tar just contains the index.py listed above;
# Dockerfile
FROM dreen/flask
MAINTAINER dreen
WORKDIR /srv
# Get source
RUN mkdir -p /srv
COPY perfektimprezy.tar.gz /srv/perfektimprezy.tar.gz
RUN tar x -f perfektimprezy.tar.gz
RUN rm perfektimprezy.tar.gz
# Run server
EXPOSE 5000
CMD ["python", "index.py"]
Here are the steps I am doing to deploy
$> sudo docker build -t perfektimprezy .
As far as I know the above runs fine, the image has the contents of the tar in /srv. Now, let's start the server in a container:
$> sudo docker run -i -p 5000:5000 -d perfektimprezy
1c50b67d45b1a4feade72276394811c8399b1b95692e0914ee72b103ff54c769
Is it actually running?
$> sudo docker ps
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
1c50b67d45b1 perfektimprezy:latest "python index.py" 5 seconds ago Up 5 seconds 0.0.0.0:5000->5000/tcp loving_wozniak
$> sudo docker logs 1c50b67d45b1
* Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)
* Restarting with stat
Yep, seems like the flask server is running. Here is where it gets weird. Lets make a request to the server:
$> curl 127.0.0.1:5000 -v
* Rebuilt URL to: 127.0.0.1:5000/
* Hostname was NOT found in DNS cache
* Trying 127.0.0.1...
* Connected to 127.0.0.1 (127.0.0.1) port 5000 (#0)
> GET / HTTP/1.1
> User-Agent: curl/7.35.0
> Host: 127.0.0.1:5000
> Accept: */*
>
* Empty reply from server
* Connection #0 to host 127.0.0.1 left intact
curl: (52) Empty reply from server
Empty reply... But is the process running?
$> sudo docker top 1c50b67d45b1
UID PID PPID C STIME TTY TIME CMD
root 2084 812 0 10:26 ? 00:00:00 python index.py
root 2117 2084 0 10:26 ? 00:00:00 /usr/bin/python index.py
Now let's ssh into the server and check...
$> sudo docker exec -it 1c50b67d45b1 bash
root#1c50b67d45b1:/srv# netstat -an
Active Internet connections (servers and established)
Proto Recv-Q Send-Q Local Address Foreign Address State
tcp 0 0 127.0.0.1:5000 0.0.0.0:* LISTEN
tcp 0 0 127.0.0.1:47677 127.0.0.1:5000 TIME_WAIT
Active UNIX domain sockets (servers and established)
Proto RefCnt Flags Type State I-Node Path
root#1c50b67d45b1:/srv# curl -I 127.0.0.1:5000
HTTP/1.0 200 OK
Content-Type: text/html; charset=utf-8
Content-Length: 5447
Server: Werkzeug/0.10.4 Python/2.7.6
Date: Tue, 19 May 2015 12:18:14 GMT
It's fine... But not from the outside.
What am I doing wrong?

The problem is you are only binding to the localhost interface, you should be binding to 0.0.0.0 if you want the container to be accessible from outside. If you change:
if __name__ == '__main__':
app.run()
to
if __name__ == '__main__':
app.run(host='0.0.0.0')
It should work.
Note that this will bind to all interfaces on the host, which may in some circumstances be a security risk - see https://stackoverflow.com/a/58138250/4332 for more information on binding to a specific interface.

When using the flask command instead of app.run, you can pass the --host option to change the host. The line in Docker would be:
CMD ["flask", "run", "--host", "0.0.0.0"]
or
CMD flask run --host 0.0.0.0

Your Docker container has more than one network interface. For example, my container has the following:
$ ip addr
1: lo: <LOOPBACK,UP,LOWER_UP> mtu 65536 qdisc noqueue state UNKNOWN group default qlen 1000
link/loopback 00:00:00:00:00:00 brd 00:00:00:00:00:00
inet 127.0.0.1/8 scope host lo
valid_lft forever preferred_lft forever
32: eth0#if33: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc noqueue state UP group default
link/ether 02:42:ac:11:00:02 brd ff:ff:ff:ff:ff:ff link-netnsid 0
inet 172.17.0.2/16 brd 172.17.255.255 scope global eth0
valid_lft forever preferred_lft forever
if you run docker network inspect bridge, you can see that your container is connected to that bridge with the second interface in the above output. This default bridge is also connected to the Docker process on your host.
Therefore you would have to run the command:
CMD flask run --host 172.17.0.2
To access your Flask app running in a Docker container from your host machine. Replace 172.17.0.2 with whatever the particular IP address is of your container.

You need to modify the host to 0.0.0.0 in the docker file. This is a minimal example
# Example of Dockerfile
FROM python:3.8.5-alpine3.12
WORKDIR /app
EXPOSE 5000
ENV FLASK_APP=app.py
COPY . /app
RUN pip install -r requirements.txt
ENTRYPOINT [ "flask"]
CMD [ "run", "--host", "0.0.0.0" ]
and the file app.py is
# app.py
from flask import Flask
app = Flask(__name__)
#app.route("/")
def home():
return "Hello world"
if __name__ == "__main__":
app.run()
Then compile with
docker build . -t deploy_flask
and run with
docker run -p 5000:5000 -t -i deploy_flask:latest
You can check the response with curl http://127.0.0.1:5000/ -v

First of all in your python script you need to change code from
app.run()
to
app.run(host="0.0.0.0")
Second, In your docker file, last line should be like
CMD ["flask", "run", "-h", "0.0.0.0", "-p", "5000"]
And on host machine if 0.0.0.0:5000 doesn't work then you should try with localhost:5000
Note - The CMD command has to be proper. Because CMD command provide defaults for executing container.

To build on other answers:
Imagine you have two computers. Each computer has a network interface (WiFi, say), which is its public IP. Each computer has a loopback/localhost interface, at 127.0.0.1. This means "just this computer."
If you listed on 127.0.0.1 on computer A, you would not expect to be able to connect to that via 127.0.0.1 when running on computer B. After all, you asked to listen on computer A's local, private address.
Docker is similar setup; technically it's the same computer, but the Linux kernel is allowing each container to run with its own isolated network stack. So 127.0.0.1 in a container is the same as 127.0.0.1 on a different computer than your host—you can't connect to it.
Longer version, with diagrams: https://pythonspeed.com/articles/docker-connection-refused/

For fast readers, three quick things to check:
Make sure you have exposed the port in the Dockerfile.
Running the command in container using flask run --host=0.0.0.0
Specifying the port in your docker run command docker run -it -p5000:5000 yourImageName

In my case, binding the host to 0.0.0.0 only worked on my local environment, and it failed when deploying on a server.
Then it's working when I replaced the port with --network=host:
Before:
docker run -d -p 5000:5000 <docker_image>
After:
docker run -d --network=host <docker_image>
ps. I still used the 0.0.0.0:5000 inside the container when running the flask app.

Not able to do a request to 127.0.0.1:8000 when running Streamlit on my machine launching it with a dockerFile

I have a streamlit application (localhost:8501) and an API (127.0.0.1:8000).
My streamlit application tries to access the API.
It works well when I launch the command to start "streamlit". But when streamlit is in a Docker container, I'm not able to access the URL. I have this error:
ConnectionError: HTTPConnectionPool(host='127.0.0.1', port=8000): Max retries exceeded with url: /predict (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f2a5ebae090>: Failed to establish a new connection: [Errno 111] Connection refused'))
This is my dockerfile:
FROM tiangolo/uvicorn-gunicorn:python3.7
ENV PYTHONPATH .
RUN mkdir /streamlit
COPY requirements.txt /streamlit
WORKDIR /streamlit
RUN pip install -r requirements.txt
COPY . /streamlit
EXPOSE 8501
CMD ["streamlit", "run", "web/source/web_api.py"]
And the commands I launch:
docker build --tag web_streamlit.
docker run --publish 8501:8501 --detach --name web_streamlit_container web_streamlit

I'm able to access localhost:8501. Inside I have a streamlit application that is unable to reach localhos:8000 which is another service.
To access service that is running on you have special DNS for mac and window.
host.docker.internal, which resolves to the internal IP address used by the host.
So replace localhost:8000 with host.docker.internal:8000
special DNS for mac and window
or if you Linux then set host to resolve the special DNS for your self.
docker run --publish 8501:8501 -it --rm --add-host="host.docker.internal:192.168.9.100" --name web_streamlit_container web_streamlit
Where 192.168.9.100 is the host IP that you can get using ifconfig in linux.
So you have flexible DNS that will work all platform Linux,window and mac you do not need to modify code.

If you try to ping localhost from the container, the container will ping itself :)
If you want to reach a service that's running on the host itself, from the container, you need to fetch the IP of your docker0 interface:
On your host machine: run ip addr show docker0 to find it
neo#neo-desktop:~$ ip addr show docker0
4: docker0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc noqueue state UP group default
link/ether 02:42:33:70:c8:74 brd ff:ff:ff:ff:ff:ff
inet 172.17.0.1/16 brd 172.17.255.255 scope global docker0
valid_lft forever preferred_lft forever
inet6 fe80::42:33ff:fe70:c874/64 scope link
valid_lft forever preferred_lft forever
Fetch the IP (172.17.0.1 in my example) and use 172.17.0.1:8000 to reach your API form the continer.
PS: works on Linux. If you run Docker on Win or Mac, you need to do something else.

Technical overview of your problem & quick fix ☑️
__
Lets assume you have 2 docker images
1st image : Fastapi or any other API backend wrapped using Docker.
2nd image : Streamlit Frontend wrapped using Docker
Now , when you request API from streamlit docker to another docker eg (localhost://predict) it will not work.
Beacuse you are requested API current localhost to same docker localhost and its pointing to itself.
So you need to change that localhost present in your streamlit script to required API host (means another docker IP)
To finding that IP hit following command :-
ip addr show docker0
It will give you ip address something like 172.17.0.1/16.
Now you have change your streamlit localhost request url to ,
http://172.17.0.1/
Then build the streamlit docker again.
docker build -t frontend: version-1
Now run the streamlit docker by,
docker run --rm -it -p 8501/8501/tcp frontend:version-1
Done ✅ 😃

Azure App Service: specifying docker run port on container side

I want to use scrapinghub/splash container on Azure App Service (Web App for Containers) on Linux.
But docker run command on deploy randomly changes the binding port of container side (see the log below, port 8961 is automatically assigned. this number varies every deploy)
2020-01-21 08:56:47.494 INFO - docker run -d -p 8961:8050 --name b2scraper-splash_3_d89ce1f2 -e WEBSITES_ENABLE_APP_SERVICE_STORAGE=false -e WEBSITES_PORT=8050 -e WEBSITE_SITE_NAME=b2scraper-splash -e WEBSITE_AUTH_ENABLED=False -e PORT=8050 -e WEBSITE_ROLE_INSTANCE_ID=0 -e WEBSITE_HOSTNAME=b2scraper-splash.azurewebsites.net -e WEBSITE_INSTANCE_ID=5446f93a2cbcb25300f091395c54ce738773ce47489c2818322ffabbc23e3413 scrapinghub/splash:latest python3 /app/bin/splash --proxy-profiles-path /etc/splash/proxy-profiles --js-profiles-path /etc/splash/js-profiles --filters-path /etc/splash/filters --lua-package-path "/etc/splash/lua_modules/?.lua" --disable-private-mode --port 8050
Changing host port binding is possible using WEBSITES_PORT, but seems no way to change container side.
Is there way to fix container-side port binding like -p 8050:80 or -p 8050:443 of docker run command?
e.g. Using the container on Azure Container Instances is possible, without changing service port 8050.

--publish in the docker run command creates a firewall rule which maps a container port to a port on the Docker host.
https://docs.docker.com/config/containers/container-networking/
For the command: docker run -d -p 8961:8050 imagename, TCP port 8050 in the container is mapped to 8961 on the Docker Host. On App Services, this docker run command cannot be changed. The container port (8050 in this case) can be set to a specific value using WEBSITES_PORT application setting.

That doesn´t work. you get 443 as port with HTTPS.
Neither EXPOSE XXXX, nor WEBSITES_PORT or PORT as configuration parameters...
You do see "docker run -d -p 8961:8050" in the logs, but it doesn´t matter to Azure when it comes to exposing the app...

socket.error:[errno 99] cannot assign requested address : flask and python

I am having the same problem like here and here
I am Trying to run a flask app inside docker container.It works fine with '0.0.0.0' but it throws error with my ip address
I am behind a corporate proxy. When i checked my ip address with ipconfig, it showed IP Address as : 10.***.**.** And I am using docker toolbox where my container ip is 172.17.0.2 and VM IP Address is 192.168.99.100.
I have a flask app running inside this docker with host
if __name__ == "__main__":
app.run(host= '0.0.0.0')
works fine. But when i change it to my ip address
if __name__ == "__main__":
app.run(host= '10.***.**')
throws error :
socket.error:[errno 99] cannot assign requested address
I checked again the ip address with a simple flask application which is running on local (i.e without docker)
if __name__ == "__main__":
app.run(host= '10.***.**')
It worked fine.
So the problem is coming only when running inside the docker. And that's because i am behind a router running NAT with internal ip address. And how do i find this internal ip address with NAT? I have already done port forwarding for flask application with port 5000.
> iptables -t nat -A DOCKER -p tcp --dport 5000 -j DNAT --to-destination 172.17.0.2:5000
> iptables -t nat -A POSTROUTING -j MASQUERADE -p tcp --source 172.17.0.2 --destination 172.17.0.2 --dport https
> iptables -A DOCKER -j ACCEPT -p tcp --destination 172.17.0.2 --dport https

To let other computers on the LAN connect to your service just use 0.0.0.0 address in app.run() function and expose desired port from your docker container to your host PC.
To expose port you need to
1) specify EXPOSE directive in Dockerfile
2) run container with -p <port_on_host>:<port_in_container> parameter.
For example:
Dockerfile:
FROM ubuntu:17.10
RUN apt-get update && apt-get install -y apache2
EXPOSE 80
ENTRYPOINT ["/usr/sbin/apache2ctl"]
CMD ["-D", "FOREGROUND"]
Build:
docker build -t image_name .
Run:
docker run -d -p 80:80 image_name
Check:
curl http://localhost
P.S. make sure that 80 port is not used by another app on your host PC before running container. If this port is already in use - specify another port, for example 8080:
docker run -d -p 8080:80 image_name
And then check:
curl http://localhost:8080
Docs are here.

The answer of OSError [Errno 99] - python applies here also.
If it works using the ip address but not using hostname.
Removing double localhost in /etc/hosts should be solution. hosts file should look something like this (mapping ip to hostname)
127.0.0.1 localhost
127.0.1.1 your_hostname_here
# The following lines are desirable for IPv6 capable hosts
::1 ip6-localhost ip6-loopback
fe00::0 ip6-localnet
ff00::0 ip6-mcastprefix
ff02::1 ip6-allnodes
ff02::2 ip6-allrouters
Answer by #'Artsiom Praneuski' is only concerned with Docker configuration, which is all relevant in docker container setup but does not point to Python environment fix(both container and normal setup).