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Improve typed task outputs (#1651)
* V1 working * clean up imports and prints * more clean up and add tests * fixing tests * fix test * fix linting * Fix tests * Fix linting * add doc string as requested by eduardo
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@@ -1,7 +1,10 @@
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import json
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from typing import Dict, List, Optional
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from unittest.mock import MagicMock, Mock, patch
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import pytest
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from pydantic import BaseModel
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from crewai.llm import LLM
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from crewai.utilities.converter import (
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Converter,
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@@ -9,12 +12,11 @@ from crewai.utilities.converter import (
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convert_to_model,
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convert_with_instructions,
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create_converter,
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generate_model_description,
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get_conversion_instructions,
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handle_partial_json,
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validate_model,
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)
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from pydantic import BaseModel
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from crewai.utilities.pydantic_schema_parser import PydanticSchemaParser
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@@ -269,3 +271,45 @@ def test_create_converter_fails_without_agent_or_converter_cls():
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create_converter(
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llm=Mock(), text="Sample", model=SimpleModel, instructions="Convert"
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)
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def test_generate_model_description_simple_model():
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description = generate_model_description(SimpleModel)
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expected_description = '{\n "name": str,\n "age": int\n}'
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assert description == expected_description
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def test_generate_model_description_nested_model():
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description = generate_model_description(NestedModel)
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expected_description = (
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'{\n "id": int,\n "data": {\n "name": str,\n "age": int\n}\n}'
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)
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assert description == expected_description
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def test_generate_model_description_optional_field():
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class ModelWithOptionalField(BaseModel):
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name: Optional[str]
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age: int
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description = generate_model_description(ModelWithOptionalField)
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expected_description = '{\n "name": Optional[str],\n "age": int\n}'
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assert description == expected_description
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def test_generate_model_description_list_field():
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class ModelWithListField(BaseModel):
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items: List[int]
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description = generate_model_description(ModelWithListField)
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expected_description = '{\n "items": List[int]\n}'
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assert description == expected_description
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def test_generate_model_description_dict_field():
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class ModelWithDictField(BaseModel):
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attributes: Dict[str, int]
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description = generate_model_description(ModelWithDictField)
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expected_description = '{\n "attributes": Dict[str, int]\n}'
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assert description == expected_description
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