Enable TLS for Secure Connections

When operating in a production environment, it is strongly recommended to enable Transport Layer Security (TLS) for each Flower Component to ensure secure communication.

To enable TLS, you will need a PEM-encoded root certificate, a PEM-encoded private key and a PEM-encoded certificate chain.

참고

테스트 목적으로 자체 서명된 인증서를 생성할 수 있습니다. ‘SSL 연결 사용 <https://flower.ai/docs/framework/how-to-enable-ssl-connections.html#certificates>`__ 페이지에 프로세스를 안내하는 섹션이 있습니다.

Because Flower containers, by default, run with a non-root user app, the mounted files and directories must have the proper permissions for the user ID 49999.

For example, to change the user ID of all files in the certificates/ directory, you can run sudo chown -R 49999:49999 certificates/*.

If you later want to delete the directory, you can change the user ID back to the current user ID by running sudo chown -R $USER:$(id -gn) certificates.

SuperLink

Assuming all files we need are in the local certificates directory, we can use the flag --volume to mount the local directory into the /app/certificates/ directory of the container:

$ docker run --rm \
     --volume ./certificates/:/app/certificates/:ro \
     flwr/superlink:1.12.0 \
     --ssl-ca-certfile certificates/ca.crt \
     --ssl-certfile certificates/server.pem \
     --ssl-keyfile certificates/server.key

Understanding the command

• docker run: This tells Docker to run a container from an image.

• --rm: Remove the container once it is stopped or the command exits.

• --volume ./certificates/:/app/certificates/:ro: Mount the certificates directory in

  the current working directory of the host machine as a read-only volume at the

  /app/certificates directory inside the container.

  
  

  This allows the container to access the TLS certificates that are stored in the certificates

  directory.
• flwr/superlink:1.12.0: The name of the image to be run and the specific

  tag of the image. The tag 1.12.0 represents a specific version of the image.
• --ssl-ca-certfile certificates/ca.crt: Specify the location of the CA certificate file

  inside the container.

  
  

  The certificates/ca.crt file is a certificate that is used to verify the identity of the

  SuperLink.
• --ssl-certfile certificates/server.pem: Specify the location of the SuperLink’s

  TLS certificate file inside the container.

  
  

  The certificates/server.pem file is used to identify the SuperLink and to encrypt the

  data that is transmitted over the network.
• --ssl-keyfile certificates/server.key: Specify the location of the SuperLink’s

  TLS private key file inside the container.

  
  

  The certificates/server.key file is used to decrypt the data that is transmitted over

  the network.

SuperNode

Assuming that the ca.crt certificate already exists locally, we can use the flag --volume to mount the local certificate into the container’s /app/ directory.

참고

If you’re generating self-signed certificates and the ca.crt certificate doesn’t exist on the SuperNode, you can copy it over after the generation step.

$ docker run --rm \
     --volume ./ca.crt:/app/ca.crt/:ro \
     flwr/supernode:1.12.0 \
     --root-certificates ca.crt

Understanding the command

• docker run: This tells Docker to run a container from an image.

• --rm: Remove the container once it is stopped or the command exits.

• --volume ./ca.crt:/app/ca.crt/:ro: Mount the ca.crt file from the

  current working directory of the host machine as a read-only volume at the /app/ca.crt

  directory inside the container.
• flwr/supernode:1.12.0: The name of the image to be run and the specific

  tag of the image. The tag 1.12.0 represents a specific version of the image.
• --root-certificates ca.crt: This specifies the location of the CA certificate file

  inside the container.

  
  

  The ca.crt file is used to verify the identity of the SuperLink.

SuperExec

Assuming all files we need are in the local certificates directory where the SuperExec will be executed from, we can use the flag --volume to mount the local directory into the /app/certificates/ directory of the container:

$ docker run --rm \
     --volume ./certificates/:/app/certificates/:ro \
     flwr/superexec:1.12.0 \
     --ssl-ca-certfile certificates/ca.crt \
     --ssl-certfile certificates/server.pem \
     --ssl-keyfile certificates/server.key \
     --executor-config \
     root-certificates=\"certificates/superlink_ca.crt\"

Understanding the command

• docker run: This tells Docker to run a container from an image.

• --rm: Remove the container once it is stopped or the command exits.

• --volume ./certificates/:/app/certificates/:ro: Mount the certificates directory in

  the current working directory of the host machine as a read-only volume at the

  /app/certificates directory inside the container.

  
  

  This allows the container to access the TLS certificates that are stored in the certificates

  directory.
• flwr/superexec:1.12.0: The name of the image to be run and the specific

  tag of the image. The tag 1.12.0 represents a specific version of the image.
• --ssl-ca-certfile certificates/ca.crt: Specify the location of the CA certificate file

  inside the container.

  
  

  The certificates/ca.crt file is a certificate that is used to verify the identity of the

  SuperExec.
• --ssl-certfile certificates/server.pem: Specify the location of the SuperExec’s

  TLS certificate file inside the container.

  
  

  The certificates/server.pem file is used to identify the SuperExec and to encrypt the

  data that is transmitted over the network.
• --ssl-keyfile certificates/server.key: Specify the location of the SuperExec’s

  TLS private key file inside the container.

  
  

  The certificates/server.key file is used to decrypt the data that is transmitted over

  the network.
• --executor-config root-certificates=\"certificates/superlink_ca.crt\": Specify the

  location of the CA certificate file inside the container that the SuperExec executor

  should use to verify the SuperLink’s identity.