[BUG] GraphScope Interactive Engine always restarts with default graph

[pomelo-nwu]

Describe the bug as titled

To Reproduce Steps to reproduce the behavior:

1. Go to '...'
2. Click on '....'
3. Scroll down to '....'
4. See error

Expected behavior A clear and concise description of what you expected to happen.

Screenshots If applicable, add screenshots to help explain your problem.

Environment (please complete the following information):

• GraphScope version: [e.g., v0.1, v0.2.2, master]
• OS: [e.g. macOS, Linux]
• Version [e.g. 10.15]
• Kubernetes Version [e.g., 1.19]

Additional context Add any other context about the problem here.

[zhanglei1949]

How to reproduce the bug: Deploy the service with docker.

1. Create a new graph.
2. Switch service the graph to the new graph
3. Stop the container and restart the container.
4. Now the response of GET /v1/service/status is the new graph, but actually running on the default graph.