Work with a Session

The session returned by create_sandbox_session runs commands, saves checkpoints, and switches between branches. Use the connection from Your first sandbox.

Run commands and save a checkpoint

These two commands share one VM. snapshot() is a lightweight operation that saves their files and stops the running VM. The next command starts from the saved image. You can snapshot as often as needed, including after every command. If the filesystem has not changed, a snapshot can return the same image_uuid. This is normal: a new checkpoint does not require a new image UUID.

Sync
Async

"""Save filesystem changes as a session checkpoint."""

from contree_sdk import create_sandbox_session


def main() -> None:
    with create_sandbox_session(image="tag:alpine:latest") as session:
        # Start a VM and prepare files shared by both commands.
        session.run("mkdir", args=["-p", "/work"])
        session.run(shell="echo ready > /work/status.txt")

        # Save both commands as one checkpoint and stop the VM.
        checkpoint = session.snapshot()
        assert checkpoint is not None
        print(checkpoint.image_uuid)

        # Start a new VM from the checkpoint. The file is still there.
        session.run(shell="cat /work/status.txt")


main()

import asyncio

from contree_sdk import create_sandbox_session


async def main() -> None:
    async with create_sandbox_session(image="tag:alpine:latest") as session:
        # Start a VM and prepare files shared by both commands.
        await session.run("mkdir", args=["-p", "/work"])
        await session.run(shell="echo ready > /work/status.txt")

        # Save both commands as one checkpoint and stop the VM.
        checkpoint = await session.snapshot()
        assert checkpoint is not None
        print(checkpoint.image_uuid)

        # Start a new VM from the checkpoint. The file is still there.
        await session.run(shell="cat /work/status.txt")


asyncio.run(main())

The program prints the saved image UUID. Files survive a snapshot; processes and memory do not. Normal context exit saves pending work. An exception aborts unsaved work; completed snapshots remain available. The default policy also saves after 10 idle seconds. Each snapshot is one checkpoint, even when it contains several commands.

Save after every command

Pass session_type=ContreeSession or ContreeAsyncSession to save each command automatically. Each command runs in a separate VM, which stops when it finishes. The next command starts from the saved image. No explicit snapshot() is needed.

Sync
Async

from contree_sdk import ContreeSession, create_sandbox_session


with create_sandbox_session(image="tag:alpine:latest", session_type=ContreeSession) as session:
    # Write a file. The command finishes and saves its image automatically.
    session.run(shell="echo ready > /status.txt")

    # Start another VM from that image and read the saved file.
    result = session.run("cat", args=["/status.txt"])
    print(result.stdout.as_text(), end="")

from contree_sdk import ContreeAsyncSession, create_sandbox_session


async with create_sandbox_session(image="tag:alpine:latest", session_type=ContreeAsyncSession) as session:
    # Write a file. The command finishes and saves its image automatically.
    await session.run(shell="echo ready > /status.txt")

    # Start another VM from that image and read the saved file.
    result = await session.run("cat", args=["/status.txt"])
    print(result.stdout.as_text(), end="")

Set disposable=True on a command to leave the session image unchanged. The default commit policy saves completed operations even when the command exits with a nonzero code. Failed or cancelled operations do not advance history. Use the default LazySession when commands need the same running processes. It keeps the VM until a snapshot. Choose snapshot frequency to match the required checkpoints and process lifetime. An unchanged filesystem can produce the same image UUID in either mode.

Start a new session from a snapshot

Each session builds an independent chain of saved images. Only the Store records the links between history nodes and the positions of branches. An image_uuid identifies saved files; it does not carry SDK session history. You can start any number of new sessions from any history node’s image_uuid, or from any other image UUID you can access. Each session has its own history. Changes in one session do not change the source image or other sessions.

Sync
Async

"""Use a saved image as the starting point of an independent session."""

from contree_sdk import create_sandbox_session


def main() -> None:
    # Prepare files in the original session and save their image UUID.
    with create_sandbox_session(image="tag:alpine:latest") as source:
        source.run(shell="echo baseline > /choice.txt")
        checkpoint = source.snapshot()
        assert checkpoint is not None
        image_uuid = checkpoint.image_uuid

    # Create a new session with those files and its own history.
    with create_sandbox_session(image=image_uuid) as fork:
        assert fork.session_id != source.session_id
        result = fork.run("cat", args=["/choice.txt"])
        print(result.stdout.as_text(), end="")

        # Change only the new session. The source image stays unchanged.
        fork.run(shell="echo experiment > /choice.txt")


main()

import asyncio

from contree_sdk import create_sandbox_session


async def main() -> None:
    # Prepare files in the original session and save their image UUID.
    async with create_sandbox_session(image="tag:alpine:latest") as source:
        await source.run(shell="echo baseline > /choice.txt")
        checkpoint = await source.snapshot()
        assert checkpoint is not None
        image_uuid = checkpoint.image_uuid

    # Create a new session with those files and its own history.
    async with create_sandbox_session(image=image_uuid) as fork:
        assert fork.session_id != source.session_id
        result = await fork.run("cat", args=["/choice.txt"])
        print(result.stdout.as_text(), end="")

        # Change only the new session. The source image stays unchanged.
        await fork.run(shell="echo experiment > /choice.txt")


asyncio.run(main())

Reuse image_uuid in further create_sandbox_session(image=image_uuid) calls to start more independent sessions. The source session can already be closed. The new sessions do not inherit its history, branch names, or Store metadata. If you share a Store, omit session_id to generate a new ID, or supply an unused ID. An existing ID resumes that session instead; see Save and resume a session.

Continue with a task

Branch, switch, and roll back: create a branch, compare results, and roll back a checkpoint.
Save and resume a session: keep history in SQLite and resume after Python exits.
Upload inputs and download results: upload inputs and read saved files.

History uses an in-memory Store by default. To resume later, supply a SQLite Store and a stable session_id. Filesystem images remain on the ConTree server.

Get Started

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Other Capabilities

Integrations

Platform Notices

Run commands and save a checkpoint

Save after every command

Start a new session from a snapshot

Continue with a task

​Run commands and save a checkpoint

​Save after every command

​Start a new session from a snapshot

​Continue with a task

Run commands and save a checkpoint

Save after every command

Start a new session from a snapshot

Continue with a task