code/embedding-function/utilities/common/answer.py

import json
from typing import List, Optional
from .source_document import SourceDocument


class Answer:
    def __init__(
        self,
        question: str,
        answer: str,
        source_documents: List[SourceDocument] = [],
        prompt_tokens: Optional[int] = 0,
        completion_tokens: Optional[int] = 0,
    ):
        self.question = question
        self.answer = answer
        self.source_documents = source_documents
        self.prompt_tokens = prompt_tokens
        self.completion_tokens = completion_tokens

    def __eq__(self, value: object) -> bool:
        if not isinstance(value, Answer):
            return False

        return (
            self.question == value.question
            and self.answer == value.answer
            and self.source_documents == value.source_documents
            and self.prompt_tokens == value.prompt_tokens
            and self.completion_tokens == value.completion_tokens
        )

    def to_json(self):
        return json.dumps(self, cls=AnswerEncoder)

    @classmethod
    def from_json(cls, json_string):
        return json.loads(json_string, cls=AnswerDecoder)


class AnswerEncoder(json.JSONEncoder):
    def default(self, obj):
        if isinstance(obj, Answer):
            return {
                "question": obj.question,
                "answer": obj.answer,
                "source_documents": [doc.to_json() for doc in obj.source_documents],
                "prompt_tokens": obj.prompt_tokens,
                "completion_tokens": obj.completion_tokens,
            }
        return super().default(obj)


class AnswerDecoder(json.JSONDecoder):
    def decode(self, s, **kwargs):
        obj = super().decode(s, **kwargs)
        return Answer(
            question=obj["question"],
            answer=obj["answer"],
            source_documents=[
                SourceDocument.from_json(doc) for doc in obj["source_documents"]
            ],
            prompt_tokens=obj["prompt_tokens"],
            completion_tokens=obj["completion_tokens"],
        )