Executor is a self-contained component and performs a group of tasks on a DocumentArray.

You can create an Executor by extending the Executor class and adding logic to endpoint methods.

Why should you use Executors?#

Once you have learned DocumentArray, you can use all its power and expressiveness to build a multimodal application. But what if you want to go bigger? Organize your code into modules, serve and scale them independently as microservices? That’s exactly what Executors enable you to do.

  • Executors let you organize your DocumentArray-based functions into logical entities that can share configuration state, following OOP.

  • Executors convert your local functions into functions that can be distributed inside a Flow.

  • Executors inside a Flow can process multiple DocumentArrays concurrently, and be deployed easily to the cloud as part of your multimodal application.

  • Executors can be easily containerized and shared with your colleagues using jina hub push/pull

Minimum working example#

from jina import Executor, requests

class MyExecutor(Executor):
    def foo(self, docs, **kwargs):
        print(docs)  # process docs here