---
title: "Overview"
description: "These examples show how to use the SDK end to end instead of one API surface at a time."
source: "Integrity Python SDK"
---
These examples show how to use the SDK end to end instead of one API surface at a time.

- `Basic Workflow`: initialize the SDK, create input assets, define a `@compute` function, execute it, and export a manifest.
- `Async Compute`: use `@compute` with async functions and async generators.
- `Association and Compute Statements`: create computation and association statements, then export them in one manifest.
- `Context Linking`: split lineage across root and child graphs while keeping them connected.
- `Nested Contexts`: create a local default context under a Governance Studio project, then create run-specific child contexts beneath it.
- `Path-Backed Assets`: register files from disk with `from_path(...)`.
- `Auth Service Signer`: reuse a persisted signer that delegates signing through an auth service.
- `Service Registering`: create a graph for a Governance Studio project and register it with a service endpoint.
- `Spark Parquet Input`: wrap a Spark DataFrame so provenance is attached to the parquet source on disk.
- `Model Signing`: opt in to model-signing statements for model directories.

The source files live under `examples/`.