APIFuture

class tinker.APIFuture(...)

Abstract base class for futures that can be awaited or accessed synchronously.

APIFuture provides a unified interface for handling async operations that can be accessed both synchronously (via result()) and asynchronously (via await or result_async()). This allows for flexible usage patterns in both sync and async contexts.

The future can be awaited directly in async contexts:

result = await api_future  # Equivalent to await api_future.result_async()

Or accessed synchronously:

result = api_future.result()  # Blocks until complete

# In async context
future = training_client.forward_backward(data, "cross_entropy")
result = await future  # Or await future.result_async()

# In sync context
future = training_client.forward_backward(data, "cross_entropy")
result = future.result()

result(timeout=None)

Get the result synchronously with optional timeout.

Returns: - The result value of typeT``

Async variant: result_async()