Ascent Science Python SDK

The SDK is the supported Python client for an Ascent Science server. It does not install solver runtimes locally.

Version 0.1.1 uses the maintained certifi CA bundle automatically, including with Python.org builds on macOS; no SSL_CERT_FILE setup is required.

from ascent import Client

client = Client(endpoint="http://127.0.0.1:8000/v1", api_key="asc_live_...")
job = client.algorithms.submit(
    "GraphColoring",
    inputs={"data_size": 32},
    parameters={"nodes": 12, "edge_density": 0.2},
    idempotency_key="graph-demo-1",
)
result = job.wait(timeout=60)
print(result.result)

ASCENT_ENDPOINT and ASCENT_API_KEY can be used instead of constructor arguments. API keys are created in an authenticated browser session and shown only once.