autogen-kubernetes-v0.6.2

What's Changed

• code executor update by @questcollector in #16

• auto-remove feature

Full Changelog: autogen-kubernetes-mcp-v0.6.1...autogen-kubernetes-v0.6.2

autogen-kubernetes-v0.6.1

What's Changed

• fix behaviors of command, args parameter by @questcollector in #15

bug fix
PodJupyterServer

• support None command
• support args parameter in _from_config

Full Changelog: autogen-kubernetes-mcp-v0.6.0...autogen-kubernetes-v0.6.1

autogen-kubernetes-mcp-v0.6.1

What's Changed

• fix behaviors of command, args parameter by @questcollector in #15

bug fix

• command and args argument uses single string type

... --command "python -m" --args "arg1 arg2 arg3"

Full Changelog: autogen-kubernetes-mcp-v0.6.0...autogen-kubernetes-mcp-v0.6.1

autogen-kubernetes-v0.6.0

What's Changed

• change pod-spec parameter as mergeable attribute by @questcollector in #12
• add automountServiceAccountToken: false to default pod spec by @questcollector in #13
• add Jupyter server code executor by @questcollector in #14

PodJupyterServer

• Creates a Jupyter Server Pod using jupyter-kernel-gateway, along with the required token secret and service resources.
• Similar to PodCommandLineCodeExecutor, the service_spec, and secret_spec can be customized in multiple formats: Python dictionary, YAML/json string, YAML/json file path, or Kubernetes client model.
• When used with default arguments, it runs on the quay.io/jupyter/docker-stacks-foundation image with jupyter-kernel-gateway and ipykernal installed, and executes via jupyter-kernel-gateway. For efficiency in production, building a custom image is recommended. Below is the sample Dockerfile

FROM quay.io/jupyter/docker-stacks-foundation

RUN mamba install --yes jupyter_kernel_gateway ipykernel && \
    mamba clean --all -f -y && \
    fix-permissions "${CONDA_DIR}" && \
    fix-permissions "/home/${NB_USER}"
CMD python -m jupyter kernelgateway --KernelGatewayApp.ip=0.0.0.0 \
        --JupyterApp.answer_yes=true \
        --JupyterWebsocketPersonality.list_kernels=true

PodJupyterCodeExecutor

• A CodeExecutor that leverages PodJupyterServer and the jupyter-kernel-gateway server to executor code statefully and retrieve results
• When used together with PodJupyterServer,note that the server generates PodJupyterConnectionInfo based on the service FQDN. This means it cannot be directly used in a non-incluster environment.
  • After creating the PodJupyterServer, you must construct and provide PodJupyterConnectionInfo so that PodJupyterCodeExecutor can access it properly.

Using with PodJupyterServer

async with PodJupyeterServer() as jupyter_server:
    async with PodJupyterCodeExecutor(jupyter_server) as executor:
        code_result = await executor.execute_code_blocks(
            code_blocks=[
                CodeBlock(language="python", code="print('Hello, World!')"),
            ],
            cancellation_token=CancellationToken(),
        )
        print(code_result)

Using custom PodJupyterConnectionInfo

async with PodJupyeterServer() as jupyter_server:
    # connection info for created jupyter server pod
    connection_info = PodJupyetrConnectionInfo(
        host="https://jupyter-server/access/path",
        port="443",
        token=SecretStr("token-string")
    )
    async with PodJupyterCodeExecutor(connection_info) as executor:
        code_result = await executor.execute_code_blocks(
            code_blocks=[
                CodeBlock(language="python", code="print('Hello, World!')"),
            ],
            cancellation_token=CancellationToken(),
        )
        print(code_result)

• Even without using PodJupyterServer, you can configure a custom Jupyter server that meets the required conditions and provide PodJupyterConnectionInfo for PodJupyterCodeExecutor to work with

Full Changelog: v0.5.2...autogen-kubernetes-v0.6.0

autogen-kubernetes-mcp-v0.6.0

What's Changed

Command-line Arguments

Command-line arguments are used when creating PodCommandLineCodeExecutor/PodJupyterCodeExecutor and MCP server.

type arguments: jupyter type creates PodJupyterCodeExecutor for python code executor tool.

MCP server have to run in same kubernetes cluster because PodJupyterCodeExecutor only uses service FQDN to connect jupyter server.

Not validated for non-text outputs yet.

flowchart LR
  subgraph K8sCluster["Kubernetes Cluster"]
    E[PodJupyterCodeExecutor]
    J[JupyterServerPod]
  end

  E --generate--> J

All the arguments are optional

Argument	Description	Default
type	Code Executor type, commandline(stateless), jupyter(stateful) supported
--host	MCP server host address	0.0.0.0
--port	MCP server port	8000
--kubeconfig	Path to the kubeconfig file	None(auto-detected)
--image	Pod container image name	None
--pod-name	Pod name	(auto-generated)
--timeout	Code execution timeout(seconds)	60
--workspace-path	Path inside the container where scripts are stored	/workspace
--namespace, -n	Kubernetes namespace for Pod creation	default
--volume	Kubernetes volume to mount into the Pod/container, accepts YAML format string, YAML file path	None
--pod-spec	Custom Pod spec definition(YAML format string, YAML file path)	None
--command	Custom executor container command	None
--args	Custom executor container arguments	None

example

commandline type

uvx autogen-kubernetes-mcp commandline --namespace my-namespace --image python:3.11-slim

python -m autogen_kubernetes_mcp commandline --namespace my-namespace --image python:3.11-slim

jupyter type

uvx autogen-kubernetes-mcp jupyter --namespace my-namespace --timeout 120

python -m autogen_kubernetes_mcp jupyter --namespace my-namespace --timeout 120

Full Changelog: v0.5.2...autogen-kubernetes-mcp-v0.6.0

v0.5.2

What's Changed

added autogen-kubernetes-mcp package

• Feat/mcp by @questcollector in #10
• mcp: fix structure, add host, port argument by @questcollector in #11

Full Changelog: v0.5.1...v0.5.2

v0.5.1

What's Changed

• V0.5.1 branch by @questcollector in #9

Project

• pyright: add pyright task
• upgrade autogen version
• pytest: add asyncio_default_fixture_loop_scope in ini_options

README

• update guide for project setting

PodCommandLindCodeExecutor

• Component serialization feature(new)
• CancellationToken support(new)

Full Changelog: v0.4.0.dev10...v0.5.1

v0.4.0.dev10

What's Changed

• 0.4.0.dev9 by @questcollector in #1
• add Workflows by @questcollector in #2
• update license specification by @questcollector in #3
• refactoring by @questcollector in #4
• update README, LICENSE-CODE, pyproject.toml files by @questcollector in #5
• package version update and add integrated test with autogen-agentchat CodeExecutorAgent by @questcollector in #6

New Contributors

• @questcollector made their first contribution in #1

Full Changelog: https://github.com/questcollector/autogen-kubernetes/commits/v0.4.0.dev10