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https://github.com/deepset-ai/haystack.git
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c3abf73332
* Rework some PromptNode and PromptModel tests * Remove duplicate code in PromptNode * Fix mypy * Fix test cause of missing fixture * Revert "Fix mypy" This reverts commit e530295a06cb260d9a8bd89679534958cb3d9776. * Revert "Remove duplicate code in PromptNode" This reverts commit 4a678ae81504dcc78a737372c061d12dc8799639.
39 lines
1.4 KiB
Python
39 lines
1.4 KiB
Python
from unittest.mock import patch, Mock
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import pytest
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from haystack.nodes.prompt.prompt_model import PromptModel
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from haystack.nodes.prompt.providers import PromptModelInvocationLayer
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from .conftest import create_mock_layer_that_supports
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@pytest.mark.unit
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def test_constructor_with_default_model():
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mock_layer = create_mock_layer_that_supports("google/flan-t5-base")
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another_layer = create_mock_layer_that_supports("another-model")
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with patch.object(PromptModelInvocationLayer, "invocation_layer_providers", new=[mock_layer, another_layer]):
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model = PromptModel()
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mock_layer.assert_called_once()
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another_layer.assert_not_called()
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model.model_invocation_layer.model_name_or_path = "google/flan-t5-base"
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@pytest.mark.unit
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def test_construtor_with_custom_model():
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mock_layer = create_mock_layer_that_supports("some-model")
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another_layer = create_mock_layer_that_supports("another-model")
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with patch.object(PromptModelInvocationLayer, "invocation_layer_providers", new=[mock_layer, another_layer]):
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model = PromptModel("another-model")
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mock_layer.assert_not_called()
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another_layer.assert_called_once()
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model.model_invocation_layer.model_name_or_path = "another-model"
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@pytest.mark.unit
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def test_constructor_with_no_supported_model():
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with pytest.raises(ValueError, match="Model some-random-model is not supported"):
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PromptModel("some-random-model")
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