File size: 4,556 Bytes
4ff79c6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 | # SPDX-FileCopyrightText: 2022-present deepset GmbH <info@deepset.ai>
#
# SPDX-License-Identifier: Apache-2.0
import pytest
from haystack import Document
from haystack.dataclasses.answer import ExtractedAnswer, GeneratedAnswer, ExtractedTableAnswer
from haystack.components.joiners.answer_joiner import AnswerJoiner, JoinMode
class TestAnswerJoiner:
def test_init(self):
joiner = AnswerJoiner()
assert joiner.join_mode == JoinMode.CONCATENATE
assert joiner.top_k is None
assert joiner.sort_by_score is False
def test_init_with_custom_parameters(self):
joiner = AnswerJoiner(join_mode="concatenate", top_k=5, sort_by_score=True)
assert joiner.join_mode == JoinMode.CONCATENATE
assert joiner.top_k == 5
assert joiner.sort_by_score is True
def test_to_dict(self):
joiner = AnswerJoiner()
data = joiner.to_dict()
assert data == {
"type": "haystack.components.joiners.answer_joiner.AnswerJoiner",
"init_parameters": {"join_mode": "concatenate", "top_k": None, "sort_by_score": False},
}
def test_to_from_dict_custom_parameters(self):
joiner = AnswerJoiner("concatenate", top_k=5, sort_by_score=True)
data = joiner.to_dict()
assert data == {
"type": "haystack.components.joiners.answer_joiner.AnswerJoiner",
"init_parameters": {"join_mode": "concatenate", "top_k": 5, "sort_by_score": True},
}
deserialized_joiner = AnswerJoiner.from_dict(data)
assert deserialized_joiner.join_mode == JoinMode.CONCATENATE
assert deserialized_joiner.top_k == 5
assert deserialized_joiner.sort_by_score is True
def test_from_dict(self):
data = {"type": "haystack.components.joiners.answer_joiner.AnswerJoiner", "init_parameters": {}}
answer_joiner = AnswerJoiner.from_dict(data)
assert answer_joiner.join_mode == JoinMode.CONCATENATE
assert answer_joiner.top_k is None
assert answer_joiner.sort_by_score is False
def test_from_dict_customs_parameters(self):
data = {
"type": "haystack.components.joiners.answer_joiner.AnswerJoiner",
"init_parameters": {"join_mode": "concatenate", "top_k": 5, "sort_by_score": True},
}
answer_joiner = AnswerJoiner.from_dict(data)
assert answer_joiner.join_mode == JoinMode.CONCATENATE
assert answer_joiner.top_k == 5
assert answer_joiner.sort_by_score is True
def test_empty_list(self):
joiner = AnswerJoiner()
result = joiner.run([])
assert result == {"answers": []}
def test_list_of_empty_lists(self):
joiner = AnswerJoiner()
result = joiner.run([[], []])
assert result == {"answers": []}
def test_list_of_single_answer(self):
joiner = AnswerJoiner()
answers = [
GeneratedAnswer(query="a", data="a", meta={}, documents=[Document(content="a")]),
GeneratedAnswer(query="b", data="b", meta={}, documents=[Document(content="b")]),
GeneratedAnswer(query="c", data="c", meta={}, documents=[Document(content="c")]),
]
result = joiner.run([answers])
assert result == {"answers": answers}
def test_two_lists_of_generated_answers(self):
joiner = AnswerJoiner()
answers1 = [GeneratedAnswer(query="a", data="a", meta={}, documents=[Document(content="a")])]
answers2 = [GeneratedAnswer(query="d", data="d", meta={}, documents=[Document(content="d")])]
result = joiner.run([answers1, answers2])
assert result == {"answers": answers1 + answers2}
def test_multiple_lists_of_mixed_answers(self):
joiner = AnswerJoiner()
answers1 = [GeneratedAnswer(query="a", data="a", meta={}, documents=[Document(content="a")])]
answers2 = [ExtractedAnswer(query="d", score=0.9, meta={}, document=Document(content="d"))]
answers3 = [ExtractedTableAnswer(query="e", score=0.7, meta={}, document=Document(content="e"))]
answers4 = [GeneratedAnswer(query="f", data="f", meta={}, documents=[Document(content="f")])]
all_answers = answers1 + answers2 + answers3 + answers4 # type: ignore
result = joiner.run([answers1, answers2, answers3, answers4])
assert result == {"answers": all_answers}
def test_unsupported_join_mode(self):
unsupported_mode = "unsupported_mode"
with pytest.raises(ValueError):
AnswerJoiner(join_mode=unsupported_mode)
|