|
| 1 | +import re |
| 2 | + |
| 3 | +import httpx |
| 4 | +import pytest |
| 5 | +from pytest_mock import MockerFixture |
| 6 | + |
| 7 | +from pydantic_ai._json_schema import InlineDefsJsonSchemaTransformer |
| 8 | +from pydantic_ai.exceptions import UserError |
| 9 | +from pydantic_ai.profiles.deepseek import deepseek_model_profile |
| 10 | +from pydantic_ai.profiles.google import GoogleJsonSchemaTransformer, google_model_profile |
| 11 | +from pydantic_ai.profiles.meta import meta_model_profile |
| 12 | +from pydantic_ai.profiles.mistral import mistral_model_profile |
| 13 | +from pydantic_ai.profiles.moonshotai import moonshotai_model_profile |
| 14 | +from pydantic_ai.profiles.openai import OpenAIJsonSchemaTransformer, openai_model_profile |
| 15 | +from pydantic_ai.profiles.qwen import qwen_model_profile |
| 16 | + |
| 17 | +from ..conftest import TestEnv, try_import |
| 18 | + |
| 19 | +with try_import() as imports_successful: |
| 20 | + import openai |
| 21 | + |
| 22 | + from pydantic_ai.providers.nebius import NebiusProvider |
| 23 | + |
| 24 | + |
| 25 | +pytestmark = [ |
| 26 | + pytest.mark.skipif(not imports_successful(), reason='openai not installed'), |
| 27 | + pytest.mark.vcr, |
| 28 | + pytest.mark.anyio, |
| 29 | +] |
| 30 | + |
| 31 | + |
| 32 | +def test_nebius_provider(): |
| 33 | + provider = NebiusProvider(api_key='api-key') |
| 34 | + assert provider.name == 'nebius' |
| 35 | + assert provider.base_url == 'https://api.studio.nebius.com/v1' |
| 36 | + assert isinstance(provider.client, openai.AsyncOpenAI) |
| 37 | + assert provider.client.api_key == 'api-key' |
| 38 | + |
| 39 | + |
| 40 | +def test_nebius_provider_need_api_key(env: TestEnv) -> None: |
| 41 | + env.remove('NEBIUS_API_KEY') |
| 42 | + with pytest.raises( |
| 43 | + UserError, |
| 44 | + match=re.escape( |
| 45 | + 'Set the `NEBIUS_API_KEY` environment variable or pass it via ' |
| 46 | + '`NebiusProvider(api_key=...)` to use the Nebius AI Studio provider.' |
| 47 | + ), |
| 48 | + ): |
| 49 | + NebiusProvider() |
| 50 | + |
| 51 | + |
| 52 | +def test_nebius_pass_openai_client() -> None: |
| 53 | + openai_client = openai.AsyncOpenAI(api_key='api-key') |
| 54 | + provider = NebiusProvider(openai_client=openai_client) |
| 55 | + assert provider.client == openai_client |
| 56 | + |
| 57 | + |
| 58 | +def test_nebius_provider_pass_http_client() -> None: |
| 59 | + http_client = httpx.AsyncClient() |
| 60 | + provider = NebiusProvider(http_client=http_client, api_key='api-key') |
| 61 | + assert provider.client._client == http_client # type: ignore[reportPrivateUsage] |
| 62 | + |
| 63 | + |
| 64 | +def test_nebius_provider_model_profile(mocker: MockerFixture): |
| 65 | + provider = NebiusProvider(api_key='api-key') |
| 66 | + |
| 67 | + ns = 'pydantic_ai.providers.nebius' |
| 68 | + |
| 69 | + # Mock all profile functions |
| 70 | + meta_mock = mocker.patch(f'{ns}.meta_model_profile', wraps=meta_model_profile) |
| 71 | + deepseek_mock = mocker.patch(f'{ns}.deepseek_model_profile', wraps=deepseek_model_profile) |
| 72 | + qwen_mock = mocker.patch(f'{ns}.qwen_model_profile', wraps=qwen_model_profile) |
| 73 | + google_mock = mocker.patch(f'{ns}.google_model_profile', wraps=google_model_profile) |
| 74 | + openai_mock = mocker.patch(f'{ns}.openai_model_profile', wraps=openai_model_profile) |
| 75 | + mistral_mock = mocker.patch(f'{ns}.mistral_model_profile', wraps=mistral_model_profile) |
| 76 | + moonshotai_mock = mocker.patch(f'{ns}.moonshotai_model_profile', wraps=moonshotai_model_profile) |
| 77 | + |
| 78 | + # Test meta provider |
| 79 | + meta_profile = provider.model_profile('meta-llama/Llama-3.3-70B-Instruct') |
| 80 | + meta_mock.assert_called_with('llama-3.3-70b-instruct') |
| 81 | + assert meta_profile is not None |
| 82 | + assert meta_profile.json_schema_transformer == InlineDefsJsonSchemaTransformer |
| 83 | + |
| 84 | + # Test deepseek provider |
| 85 | + profile = provider.model_profile('deepseek-ai/DeepSeek-R1-0528') |
| 86 | + deepseek_mock.assert_called_with('deepseek-r1-0528') |
| 87 | + assert profile is not None |
| 88 | + assert profile.json_schema_transformer == OpenAIJsonSchemaTransformer |
| 89 | + |
| 90 | + # Test qwen provider |
| 91 | + qwen_profile = provider.model_profile('Qwen/Qwen3-30B-A3B') |
| 92 | + qwen_mock.assert_called_with('qwen3-30b-a3b') |
| 93 | + assert qwen_profile is not None |
| 94 | + assert qwen_profile.json_schema_transformer == InlineDefsJsonSchemaTransformer |
| 95 | + |
| 96 | + # Test google provider |
| 97 | + google_profile = provider.model_profile('google/gemma-2-2b-it') |
| 98 | + google_mock.assert_called_with('gemma-2-2b-it') |
| 99 | + assert google_profile is not None |
| 100 | + assert google_profile.json_schema_transformer == GoogleJsonSchemaTransformer |
| 101 | + |
| 102 | + # Test openai provider |
| 103 | + profile = provider.model_profile('openai/gpt-oss-120b') |
| 104 | + openai_mock.assert_called_with('gpt-oss-120b') |
| 105 | + assert profile is not None |
| 106 | + assert profile.json_schema_transformer == OpenAIJsonSchemaTransformer |
| 107 | + |
| 108 | + # Test mistral provider |
| 109 | + profile = provider.model_profile('mistralai/Devstral-Small-2505') |
| 110 | + mistral_mock.assert_called_with('devstral-small-2505') |
| 111 | + assert profile is not None |
| 112 | + assert profile.json_schema_transformer == OpenAIJsonSchemaTransformer |
| 113 | + |
| 114 | + # Test moonshotai provider |
| 115 | + moonshotai_profile = provider.model_profile('moonshotai/Kimi-K2-Instruct') |
| 116 | + moonshotai_mock.assert_called_with('kimi-k2-instruct') |
| 117 | + assert moonshotai_profile is not None |
| 118 | + assert moonshotai_profile.json_schema_transformer == OpenAIJsonSchemaTransformer |
| 119 | + |
| 120 | + # Test unknown provider |
| 121 | + unknown_profile = provider.model_profile('unknown-provider/unknown-model') |
| 122 | + assert unknown_profile is not None |
| 123 | + assert unknown_profile.json_schema_transformer == OpenAIJsonSchemaTransformer |
| 124 | + |
| 125 | + |
| 126 | +def test_nebius_provider_invalid_model_name(): |
| 127 | + provider = NebiusProvider(api_key='api-key') |
| 128 | + |
| 129 | + with pytest.raises(UserError, match="Model name must be in 'provider/model' format"): |
| 130 | + provider.model_profile('invalid-model-name') |
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