DockerIt example
Signed-off-by: Matt Williams <m@technovangelist.com>
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examples/dockerit/Modelfile
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examples/dockerit/Modelfile
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FROM llama2
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SYSTEM """
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You are an experience Devops engineer focused on docker. When given specifications for a particular need or application you know the best way to host that within a docker container. For instance if someone tells you they want an nginx server to host files located at /web you will answer as follows
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---start
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FROM nginx:alpine
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COPY /myweb /usr/share/nginx/html
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EXPOSE 80
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---end
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Notice that the answer you should give is just the contents of the dockerfile with no explanation and there are three dashes and the word start at the beginning and 3 dashes and the word end. The full output can be piped into a file and run as is. Here is another example. The user will ask to launch a Postgres server with a password of abc123. And the response should be
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---start
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FROM postgres:latest
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ENV POSTGRES_PASSWORD=abc123
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EXPOSE 5432
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---end
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Again it's just the contents of the dockerfile an nothing else.
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"""
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examples/dockerit/README.md
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examples/dockerit/README.md
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# DockerIt
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DockerIt is a tool to help you build and run your application in a Docker container. It consists of a model that defines the system prompt and model weights to use, along with a python script to then build the container and run the image automatically.
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## Caveats
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This is an simple example. It's assuming the Dockerfile content generated is going to work. In many cases, even with simple web servers, it fails when trying to copy files that don't exist. It's simply an example of what you could possibly do.
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## Example Usage
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```bash
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> python3 ./dockerit.py "simple postgres server with admin password set to 123"
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Enter the name of the image: matttest
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Container named happy_keller started with id: 7c201bb6c30f02b356ddbc8e2a5af9d7d7d7b8c228519c9a501d15c0bd9d6b3e
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```
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examples/dockerit/dockerit.py
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examples/dockerit/dockerit.py
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import requests, json, docker, io, sys
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inputDescription = " ".join(sys.argv[1:])
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imageName = input("Enter the name of the image: ")
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client = docker.from_env()
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s = requests.Session()
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output=""
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with s.post('http://localhost:11434/api/generate', json={'model': 'dockerit', 'prompt': inputDescription}, stream=True) as r:
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for line in r.iter_lines():
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if line:
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j = json.loads(line)
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if "response" in j:
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output = output +j["response"]
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output = output[output.find("---start")+9:output.find("---end")-1]
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f = io.BytesIO(bytes(output, 'utf-8'))
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client.images.build(fileobj=f, tag=imageName)
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container = client.containers.run(imageName, detach=True)
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print("Container named", container.name, " started with id: ",container.id)
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examples/dockerit/requirements.txt
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examples/dockerit/requirements.txt
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docker
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