Runta Python SDK

This package provides matching async and sync SDKs. Both call the public runta-api HTTP/JSON service; they do not speak control-plane gRPC directly.

Install

pip install runta-sdk

Optional framework integrations are installed through extras:

pip install "runta-sdk[harbor]"
pip install "runta-sdk[openai]"

The OpenAI extra installs the agents_runta provider module so Agents SDK users can run SandboxAgent workspaces on Runta without installing a separate adapter package.

For user-facing installation, configuration, and workflow examples, see doc.md.

For a full API reference with every public method, parameter, return value, and data type field, see manual.md.

To render the local Python API docs:

uv run --extra dev mkdocs serve -a 127.0.0.1:8000

import asyncio

from runta import AsyncRunta


async def main():
    async with AsyncRunta() as runta:
        runtime = await runta.runtimes.create(
            "example", memory_mib=1024, memory_max_mib=4096
        )
        result = await runtime.exec("echo hello")
        print(result.stdout_text)


asyncio.run(main())

from runta import Runta

runta = Runta()
runtime = runta.runtimes.create("example")
result = runtime.exec("echo hello")
print(result.stdout_text)
runta.close()

Commands run as independent Runtime tasks. The SDK keeps a WebSocket open to observe progress and reconnects to the same task after a disconnect, without executing the command again. See execution and automatic reconnection for Runtime dependencies, timeouts, and recovering a task by ID.

Authentication uses Runta(token="rt_...") or RUNTA_TOKEN. The endpoint defaults to https://api.runta.com; override it with Runta(endpoint="..."), RUNTA_ENDPOINT, or endpoint from the optional Runta config file.

Public REST endpoint lifecycle test

You can test the SDK against the hosted REST API by pointing the client at https://api.runta.com and providing a Runta token:

export RUNTA_TOKEN="rt_..."
uv run python scripts/runta-lifecycle.py

The lifecycle script creates a runtime, starts it, runs a command, writes and reads a remote file, uploads a local file, downloads it back, pauses/resumes the runtime, then stops and deletes it. To pass credentials explicitly:

uv run python scripts/runta-lifecycle.py \
  --endpoint https://api.runta.com \
  --token "$RUNTA_TOKEN"

Use --keep to leave the runtime behind for inspection.

The SDK is aligned with the current crates/runta-api routes. The OpenAPI contract exposes single-file raw byte routes at /v2/runtimes/{runtime_id}/files; runtime.files.read and runtime.files.write use those routes for small in-memory values. runtime.files.upload and runtime.files.download instead stream files or directory archives over the public exec WebSocket. They avoid the REST request-body limit, verify or stage content before committing it, and clean up temporary paths when a transfer is interrupted. SDK sessions are SDK-owned handles because persistent server-side session routes are not exposed.

runtime.files.upload("./project", "/workspace/project")
runtime.files.download("/workspace/dist", "./artifacts/")

Runtime, Checkpoint, and Secret queries, file reads, Runtime creation and deletion, resource and egress updates, and streaming transfers retry transient failures with exponential backoff and full jitter. The default is 16 total attempts, including the first request; set retry_max_attempts on Runta or AsyncRunta to use 1–16 attempts. Creation uses one idempotency key per call, and PATCH retries keep the original expected revision. Reads, Runtime creation and deletion, and PATCH operations have an eight-minute retry budget. Read and Runtime deletion retries use a valid Retry-After on HTTP 429 instead of full jitter; the header accepts seconds or an HTTP date and cannot extend the retry budget. Otherwise the jitter bound starts at one second and doubles up to 60 seconds. Authentication, permission, not-found, parameter, and certificate errors are not retried. Paginated reads retry only the failed page, with one time budget shared across all pages. Runtime and Checkpoint readiness queries, their name-lookup fallbacks, and polling delays share the readiness timeout instead of receiving a separate eight-minute budget. Health checks remain single requests.

Runtime, Checkpoint, and Secret lookups retain their direct-GET then list fallback. Names and UUIDs use the same retry policy.

Runtime deletion retries the revision GET and DELETE together without nested GET retries, fetching the current revision for each attempt. A 404 from either request means the Runtime is already deleted and is treated as success; 202/204 returns immediately without polling for deletion to finish. Revision conflicts are not retried. Deletion also retries HTTP 500 from either the revision GET or DELETE. HTTP 501 and revision conflicts still fail immediately; other operations keep their existing retry status policy.

Async REST requests share one aiohttp session per client. The client's timeout (30 seconds by default) covers each complete REST request, including connection pool waiting and response reading. Use and close an async client in the same event loop. Synchronous REST continues to use httpx. New async HTTPS connections attempt TLS 1.2/1.3 session resumption using an in-memory cache per client, isolated by hostname and port. Missing, expired, or rejected tickets fall back to a full handshake. Certificate verification remains enabled; no 0-RTT data is sent. Closing the client clears its TLS session cache.

Each transfer connection uses the client's timeout (30 seconds by default); an established transfer has no overall time limit. Transfers restart from the beginning after a disconnect.

Directory uploads wait for stdin EOF before committing the extracted files and reporting completion, so tar's archive trailer cannot close the connection before the SDK finishes its upload. Async directory uploads wait for archive data in the event loop, keeping executor threads available to produce archives under concurrent uploads.

REST contract

contracts/runta-api.openapi.yaml is copied from runta/openapi/public.yaml and is used by the SDK contract tests. CI fetches this file directly from the runta repository's integration branch using the GitHub Contents API and RUNTA_CONTRACT_TOKEN. The contract sync check fails if the source cannot be fetched or differs from the committed copy. The test job may fall back to raw YAML and then to the checked-in contract when the source is unavailable.

To refresh it locally after changing runta-api:

cd ~/runta
mise run api-contract
cp openapi/public.yaml ~/RuntaPythonSDK/contracts/runta-api.openapi.yaml
cd ~/RuntaPythonSDK
uv run python -m pytest tests/test_openapi_contract.py

To fetch the current source contract directly:

scripts/fetch-runta-openapi.py

Generate API reference

The public API reference is generated from runta.__all__, Python type annotations, and docstrings with Griffe. Every object exported by src/runta/__init__.py and every public method or attribute must have a docstring; generation fails when one is missing. Attribute docstrings are rendered in the generated field tables. The overview separates components into Sync, Async, and Shared sections, while paired class pages link to their counterpart and asynchronous methods retain the async keyword in signatures. Generated class pages are written to classes/sync/, classes/async/, and classes/shared/ instead of a single mixed directory.

Every class page includes a declaration. Publicly constructible classes include construction syntax, while SDK-owned handles explain how to access them from a client or runtime. Method sections use fully qualified names and render parameters, return values, raised exceptions, and examples from Google-style docstrings when available.

The generator records the package version and exact OpenAPI contract revision, then writes llms.txt and llms-full.txt alongside the Markdown for agent-oriented consumption.

uv run --extra dev python scripts/generate-api-reference.py

The command writes Markdown to docs/api/. That directory is ignored because the website repository owns the committed generated pages. To update the website when both repositories are sibling directories:

cd ../next.runta.com
npm run docs:generate:python-sdk

Set RUNTA_PYTHON_SDK_DIR=/path/to/python-sdk when the SDK checkout is elsewhere. Do not edit generated website pages manually; update Python docstrings or annotations and regenerate them instead.

The SDK CI uploads docs/api/ as the python-sdk-reference artifact. The website build downloads that artifact from the latest successful main CI run and extracts it into reference/sdk/python/api/ before building Starlight.

Live tests

The live test module runs mocked SDK workflow tests by default:

python -m unittest tests/test_live.py -v

Pass --live to run the real runtime tests. They create real runtimes and use external egress, so run them only with scripts/dev-api.sh already running:

uv run python -m pytest --live

Local pytest loads .env automatically. The default local file uses:

RUNTA_ENDPOINT=http://127.0.0.1:8080
RUNTA_TOKEN=rt_your_token

Copy or edit .env.example for your local endpoint and token.

Release

This repository publishes runta-sdk to PyPI from GitHub Releases.

1. Update version in pyproject.toml.
2. Run uv run --extra dev python -m pytest.
3. Run rm -rf build dist *.egg-info to avoid stale package artifacts.
4. Run uv build and uvx twine check dist/*.
5. Commit the release change and create a GitHub Release whose tag is exactly v{pyproject version}, for example v0.0.5.

The Publish SDK workflow validates that the release tag matches pyproject.toml and publishes the built distributions to PyPI with trusted publishing.