SimulEval/examples/quick_start/first_agent.py

# Copyright (c) Facebook, Inc. and its affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.

import random
from simuleval.utils import entrypoint
from simuleval.agents import TextToTextAgent
from simuleval.agents.actions import ReadAction, WriteAction


@entrypoint
class DummyWaitkTextAgent(TextToTextAgent):
    waitk = 3
    vocab = [chr(i) for i in range(ord("A"), ord("Z") + 1)]

    def policy(self):
        lagging = len(self.states.source) - len(self.states.target)

        if lagging >= self.waitk or self.states.source_finished:
            prediction = random.choice(self.vocab)

            return WriteAction(prediction, finished=(lagging <= 1))
        else:
            return ReadAction()