isaacus-python/tests/api_resources/extractions/test_qa.py at d2b45229bcaa9259e26d3e3399c5e5c044a16c79 · isaacus-dev/isaacus-python · GitHub

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
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
# File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.

from __future__ import annotations

import os
from typing import Any, cast

import pytest

from isaacus import Isaacus, AsyncIsaacus
from tests.utils import assert_matches_type
from isaacus.types.extractions.qa import AnswerExtractionResponse

base_url = os.environ.get("TEST_API_BASE_URL", "http://127.0.0.1:4010")


class TestQA:
    parametrize = pytest.mark.parametrize("client", [False, True], indirect=True, ids=["loose", "strict"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    def test_method_create(self, client: Isaacus) -> None:
        qa = client.extractions.qa.create(
            model="kanon-answer-extractor",
            query="What is the punishment for murder in Victoria?",
            texts=[
                "The standard sentence for murder in the State of Victoria is 30 years if the person murdered was a police officer and 25 years in any other case."
            ],
        )
        assert_matches_type(AnswerExtractionResponse, qa, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    def test_method_create_with_all_params(self, client: Isaacus) -> None:
        qa = client.extractions.qa.create(
            model="kanon-answer-extractor",
            query="What is the punishment for murder in Victoria?",
            texts=[
                "The standard sentence for murder in the State of Victoria is 30 years if the person murdered was a police officer and 25 years in any other case."
            ],
            ignore_inextractability=False,
            top_k=1,
            chunking_options={
                "size": None,
                "overlap_ratio": None,
                "overlap_tokens": None,
            },
        )
        assert_matches_type(AnswerExtractionResponse, qa, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    def test_raw_response_create(self, client: Isaacus) -> None:
        response = client.extractions.qa.with_raw_response.create(
            model="kanon-answer-extractor",
            query="What is the punishment for murder in Victoria?",
            texts=[
                "The standard sentence for murder in the State of Victoria is 30 years if the person murdered was a police officer and 25 years in any other case."
            ],
        )

        assert response.is_closed is True
        assert response.http_request.headers.get("X-Stainless-Lang") == "python"
        qa = response.parse()
        assert_matches_type(AnswerExtractionResponse, qa, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    def test_streaming_response_create(self, client: Isaacus) -> None:
        with client.extractions.qa.with_streaming_response.create(
            model="kanon-answer-extractor",
            query="What is the punishment for murder in Victoria?",
            texts=[
                "The standard sentence for murder in the State of Victoria is 30 years if the person murdered was a police officer and 25 years in any other case."
            ],
        ) as response:
            assert not response.is_closed
            assert response.http_request.headers.get("X-Stainless-Lang") == "python"

            qa = response.parse()
            assert_matches_type(AnswerExtractionResponse, qa, path=["response"])

        assert cast(Any, response.is_closed) is True


class TestAsyncQA:
    parametrize = pytest.mark.parametrize(
        "async_client", [False, True, {"http_client": "aiohttp"}], indirect=True, ids=["loose", "strict", "aiohttp"]
    )

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    async def test_method_create(self, async_client: AsyncIsaacus) -> None:
        qa = await async_client.extractions.qa.create(
            model="kanon-answer-extractor",
            query="What is the punishment for murder in Victoria?",
            texts=[
                "The standard sentence for murder in the State of Victoria is 30 years if the person murdered was a police officer and 25 years in any other case."
            ],
        )
        assert_matches_type(AnswerExtractionResponse, qa, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    async def test_method_create_with_all_params(self, async_client: AsyncIsaacus) -> None:
        qa = await async_client.extractions.qa.create(
            model="kanon-answer-extractor",
            query="What is the punishment for murder in Victoria?",
            texts=[
                "The standard sentence for murder in the State of Victoria is 30 years if the person murdered was a police officer and 25 years in any other case."
            ],
            ignore_inextractability=False,
            top_k=1,
            chunking_options={
                "size": None,
                "overlap_ratio": None,
                "overlap_tokens": None,
            },
        )
        assert_matches_type(AnswerExtractionResponse, qa, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    async def test_raw_response_create(self, async_client: AsyncIsaacus) -> None:
        response = await async_client.extractions.qa.with_raw_response.create(
            model="kanon-answer-extractor",
            query="What is the punishment for murder in Victoria?",
            texts=[
                "The standard sentence for murder in the State of Victoria is 30 years if the person murdered was a police officer and 25 years in any other case."
            ],
        )

        assert response.is_closed is True
        assert response.http_request.headers.get("X-Stainless-Lang") == "python"
        qa = await response.parse()
        assert_matches_type(AnswerExtractionResponse, qa, path=["response"])

    @pytest.mark.skip(reason="Mock server tests are disabled")
    @parametrize
    async def test_streaming_response_create(self, async_client: AsyncIsaacus) -> None:
        async with async_client.extractions.qa.with_streaming_response.create(
            model="kanon-answer-extractor",
            query="What is the punishment for murder in Victoria?",
            texts=[
                "The standard sentence for murder in the State of Victoria is 30 years if the person murdered was a police officer and 25 years in any other case."
            ],
        ) as response:
            assert not response.is_closed
            assert response.http_request.headers.get("X-Stainless-Lang") == "python"

            qa = await response.parse()
            assert_matches_type(AnswerExtractionResponse, qa, path=["response"])

        assert cast(Any, response.is_closed) is True