mirror of
https://github.com/FoundationAgents/MetaGPT.git
synced 2026-05-15 11:02:36 +02:00
Merge pull request #685 from garylin2099/llm_mock
Reduce test time with a global LLM mock
This commit is contained in:
commit
230192f5e0
51 changed files with 289 additions and 217 deletions
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@ -117,7 +117,6 @@ if __name__ == '__main__':
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_debug_error():
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CONFIG.src_workspace = CONFIG.git_repo.workdir / uuid.uuid4().hex
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ctx = RunCodeContext(
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@ -17,7 +17,6 @@ from tests.metagpt.actions.mock_markdown import PRD_SAMPLE
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_design_api():
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inputs = ["我们需要一个音乐播放器,它应该有播放、暂停、上一曲、下一曲等功能。", PRD_SAMPLE]
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for prd in inputs:
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@ -11,7 +11,6 @@ from metagpt.actions.design_api_review import DesignReview
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_design_api_review():
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prd = "我们需要一个音乐播放器,它应该有播放、暂停、上一曲、下一曲等功能。"
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api_design = """
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@ -20,7 +20,6 @@ context = """
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_generate_questions():
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action = GenerateQuestions()
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rsp = await action.run(context)
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@ -54,7 +54,6 @@ async def test_generate_table(invoice_path: Path, expected_result: dict):
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("invoice_path", "query", "expected_result"),
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[(Path("invoices/invoice-1.pdf"), "Invoicing date", "2023年02月03日")],
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)
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@pytest.mark.usefixtures("llm_mock")
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async def test_reply_question(invoice_path: Path, query: dict, expected_result: str):
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invoice_path = TEST_DATA_PATH / invoice_path
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ocr_result = await InvoiceOCR().run(file_path=Path(invoice_path))
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@ -12,7 +12,6 @@ from metagpt.logs import logger
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_prepare_interview():
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action = PrepareInterview()
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rsp = await action.run("I just graduated and hope to find a job as a Python engineer")
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@ -18,7 +18,6 @@ from tests.metagpt.actions.mock_json import DESIGN, PRD
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_design_api():
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await FileRepository.save_file("1.txt", content=str(PRD), relative_path=PRDS_FILE_REPO)
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await FileRepository.save_file("1.txt", content=str(DESIGN), relative_path=SYSTEM_DESIGN_FILE_REPO)
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@ -8,14 +8,7 @@
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import pytest
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from metagpt.actions import CollectLinks, research
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@pytest.mark.asyncio
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async def test_action():
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action = CollectLinks()
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result = await action.run(topic="baidu")
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assert result
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from metagpt.actions import research
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@pytest.mark.asyncio
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@ -177,7 +177,6 @@ class Snake:
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_summarize_code():
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CONFIG.src_workspace = CONFIG.git_repo.workdir / "src"
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await FileRepository.save_file(filename="1.json", relative_path=SYSTEM_DESIGN_FILE_REPO, content=DESIGN_CONTENT)
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@ -33,7 +33,6 @@ from metagpt.schema import Message
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),
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],
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)
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@pytest.mark.usefixtures("llm_mock")
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async def test_prompt(agent_description, language, context, knowledge, history_summary):
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# Prerequisites
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CONFIG.agent_description = agent_description
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@ -28,7 +28,6 @@ from tests.metagpt.actions.mock_markdown import TASKS_2, WRITE_CODE_PROMPT_SAMPL
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_code():
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context = CodingContext(
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filename="task_filename.py", design_doc=Document(content="设计一个名为'add'的函数,该函数接受两个整数作为输入,并返回它们的和。")
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@ -45,7 +44,6 @@ async def test_write_code():
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_code_directly():
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prompt = WRITE_CODE_PROMPT_SAMPLE + "\n" + TASKS_2[0]
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llm = LLM()
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@ -54,7 +52,6 @@ async def test_write_code_directly():
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_code_deps():
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# Prerequisites
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CONFIG.src_workspace = CONFIG.git_repo.workdir / "snake1/snake1"
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@ -12,7 +12,6 @@ from metagpt.schema import CodingContext, Document
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_code_review(capfd):
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code = """
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def add(a, b):
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@ -27,14 +27,12 @@ class Person:
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],
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ids=["google", "numpy", "sphinx"],
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)
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_docstring(style: str, part: str):
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ret = await WriteDocstring().run(code, style=style)
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assert part in ret
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_write():
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code = await WriteDocstring.write_docstring(__file__)
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assert code
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@ -18,8 +18,7 @@ from metagpt.utils.file_repository import FileRepository
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_prd():
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async def test_write_prd(new_filename):
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product_manager = ProductManager()
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requirements = "开发一个基于大语言模型与私有知识库的搜索引擎,希望可以基于大语言模型进行搜索总结"
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await FileRepository.save_file(filename=REQUIREMENT_FILENAME, content=requirements, relative_path=DOCS_FILE_REPO)
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@ -11,7 +11,6 @@ from metagpt.actions.write_prd_review import WritePRDReview
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_prd_review():
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prd = """
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Introduction: This is a new feature for our product.
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@ -46,7 +46,6 @@ CONTEXT = """
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_review():
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write_review = WriteReview()
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review = await write_review.run(CONTEXT)
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@ -16,7 +16,6 @@ from metagpt.actions.write_teaching_plan import WriteTeachingPlanPart
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("topic", "context"),
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[("Title", "Lesson 1: Learn to draw an apple."), ("Teaching Content", "Lesson 1: Learn to draw an apple.")],
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)
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_teaching_plan_part(topic, context):
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action = WriteTeachingPlanPart(topic=topic, context=context)
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rsp = await action.run()
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@ -13,7 +13,6 @@ from metagpt.schema import Document, TestingContext
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_test():
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code = """
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import random
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@ -40,7 +39,6 @@ async def test_write_test():
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_code_invalid_code(mocker):
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# Mock the _aask method to return an invalid code string
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mocker.patch.object(WriteTest, "_aask", return_value="Invalid Code String")
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@ -14,7 +14,6 @@ from metagpt.actions.write_tutorial import WriteContent, WriteDirectory
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@pytest.mark.asyncio
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@pytest.mark.parametrize(("language", "topic"), [("English", "Write a tutorial about Python")])
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_directory(language: str, topic: str):
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ret = await WriteDirectory(language=language).run(topic=topic)
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assert isinstance(ret, dict)
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@ -30,7 +29,6 @@ async def test_write_directory(language: str, topic: str):
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("language", "topic", "directory"),
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[("English", "Write a tutorial about Python", {"Introduction": ["What is Python?", "Why learn Python?"]})],
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)
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@pytest.mark.usefixtures("llm_mock")
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async def test_write_content(language: str, topic: str, directory: Dict):
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ret = await WriteContent(language=language, directory=directory).run(topic=topic)
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assert isinstance(ret, str)
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@ -29,6 +29,16 @@ points = [
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]
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def assert_almost_equal(actual, expected):
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delta = 1e-10
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if isinstance(expected, list):
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assert len(actual) == len(expected)
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for ac, exp in zip(actual, expected):
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assert abs(ac - exp) <= delta, f"{ac} is not within {delta} of {exp}"
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else:
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assert abs(actual - expected) <= delta, f"{actual} is not within {delta} of {expected}"
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def test_qdrant_store():
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qdrant_connection = QdrantConnection(memory=True)
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vectors_config = VectorParams(size=2, distance=Distance.COSINE)
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@ -42,30 +52,30 @@ def test_qdrant_store():
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qdrant_store.add("Book", points)
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results = qdrant_store.search("Book", query=[1.0, 1.0])
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assert results[0]["id"] == 2
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assert results[0]["score"] == 0.999106722578389
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assert_almost_equal(results[0]["score"], 0.999106722578389)
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assert results[1]["id"] == 7
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assert results[1]["score"] == 0.9961650411397226
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assert_almost_equal(results[1]["score"], 0.9961650411397226)
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results = qdrant_store.search("Book", query=[1.0, 1.0], return_vector=True)
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assert results[0]["id"] == 2
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assert results[0]["score"] == 0.999106722578389
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assert results[0]["vector"] == [0.7363563179969788, 0.6765939593315125]
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assert_almost_equal(results[0]["score"], 0.999106722578389)
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assert_almost_equal(results[0]["vector"], [0.7363563179969788, 0.6765939593315125])
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assert results[1]["id"] == 7
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assert results[1]["score"] == 0.9961650411397226
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assert results[1]["vector"] == [0.7662628889083862, 0.6425272226333618]
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assert_almost_equal(results[1]["score"], 0.9961650411397226)
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assert_almost_equal(results[1]["vector"], [0.7662628889083862, 0.6425272226333618])
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results = qdrant_store.search(
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"Book",
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query=[1.0, 1.0],
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query_filter=Filter(must=[FieldCondition(key="rand_number", range=Range(gte=8))]),
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)
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assert results[0]["id"] == 8
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assert results[0]["score"] == 0.9100373450784073
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assert_almost_equal(results[0]["score"], 0.9100373450784073)
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assert results[1]["id"] == 9
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assert results[1]["score"] == 0.7127610621127889
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assert_almost_equal(results[1]["score"], 0.7127610621127889)
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results = qdrant_store.search(
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"Book",
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query=[1.0, 1.0],
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query_filter=Filter(must=[FieldCondition(key="rand_number", range=Range(gte=8))]),
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return_vector=True,
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)
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assert results[0]["vector"] == [0.35037919878959656, 0.9366079568862915]
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assert results[1]["vector"] == [0.9999677538871765, 0.00802854634821415]
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assert_almost_equal(results[0]["vector"], [0.35037919878959656, 0.9366079568862915])
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assert_almost_equal(results[1]["vector"], [0.9999677538871765, 0.00802854634821415])
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8
tests/metagpt/provider/conftest.py
Normal file
8
tests/metagpt/provider/conftest.py
Normal file
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@ -0,0 +1,8 @@
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import pytest
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@pytest.fixture(autouse=True)
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def llm_mock(rsp_cache, mocker, request):
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# An empty fixture to overwrite the global llm_mock fixture
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# because in provider folder, we want to test the aask and aask functions for the specific models
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pass
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@ -22,7 +22,6 @@ from tests.metagpt.roles.mock import MockMessages
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_architect():
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# Prerequisites
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filename = uuid.uuid4().hex + ".json"
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@ -13,7 +13,6 @@ from pydantic import BaseModel
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from metagpt.actions.skill_action import SkillAction
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from metagpt.actions.talk_action import TalkAction
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from metagpt.config import CONFIG
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from metagpt.logs import logger
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from metagpt.memory.brain_memory import BrainMemory
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from metagpt.roles.assistant import Assistant
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from metagpt.schema import Message
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@ -21,7 +20,6 @@ from metagpt.utils.common import any_to_str
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_run():
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CONFIG.language = "Chinese"
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@ -88,7 +86,7 @@ async def test_run():
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if not has_action:
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break
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msg: Message = await role.act()
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logger.info(msg)
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# logger.info(msg)
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assert msg
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assert msg.cause_by == seed.cause_by
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assert msg.content
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|
|
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@ -30,7 +30,6 @@ from tests.metagpt.roles.mock import STRS_FOR_PARSING, TASKS, MockMessages
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_engineer():
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# Prerequisites
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rqno = "20231221155954.json"
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@ -114,7 +113,6 @@ def test_todo():
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_new_coding_context():
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# Prerequisites
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demo_path = Path(__file__).parent / "../../data/demo_project"
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|
|
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|
@ -41,7 +41,6 @@ from metagpt.schema import Message
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),
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],
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)
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@pytest.mark.usefixtures("llm_mock")
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async def test_invoice_ocr_assistant(query: str, invoice_path: Path, invoice_table_path: Path, expected_result: dict):
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invoice_path = TEST_DATA_PATH / invoice_path
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role = InvoiceOCRAssistant()
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|
|
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|
|
@ -13,8 +13,7 @@ from tests.metagpt.roles.mock import MockMessages
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_product_manager():
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async def test_product_manager(new_filename):
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product_manager = ProductManager()
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rsp = await product_manager.run(MockMessages.req)
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logger.info(rsp)
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|
|
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|
|
@ -13,7 +13,6 @@ from tests.metagpt.roles.mock import MockMessages
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_project_manager():
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project_manager = ProjectManager()
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rsp = await project_manager.run(MockMessages.system_design)
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|
|
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|
|
@ -103,7 +103,6 @@ async def test_new_file_name():
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
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async def test_run():
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CONFIG.set_context({"language": "Chinese", "teaching_language": "English"})
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lesson = """
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|
|
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|
|
@ -15,7 +15,6 @@ from metagpt.roles.tutorial_assistant import TutorialAssistant
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|
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@pytest.mark.asyncio
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@pytest.mark.parametrize(("language", "topic"), [("Chinese", "Write a tutorial about pip")])
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@pytest.mark.usefixtures("llm_mock")
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async def test_tutorial_assistant(language: str, topic: str):
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role = TutorialAssistant(language=language)
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msg = await role.run(topic)
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|
|
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|
|
@ -21,7 +21,6 @@ def test_action_serialize():
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@pytest.mark.asyncio
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@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_action_deserialize():
|
||||
action = Action()
|
||||
serialized_data = action.model_dump()
|
||||
|
|
|
|||
|
|
@ -17,7 +17,6 @@ def test_architect_serialize():
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_architect_deserialize():
|
||||
role = Architect()
|
||||
ser_role_dict = role.model_dump(by_alias=True)
|
||||
|
|
|
|||
|
|
@ -8,7 +8,6 @@ from metagpt.actions.prepare_interview import PrepareInterview
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_action_deserialize():
|
||||
action = PrepareInterview()
|
||||
serialized_data = action.model_dump()
|
||||
|
|
|
|||
|
|
@ -10,8 +10,7 @@ from metagpt.schema import Message
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_product_manager_deserialize():
|
||||
async def test_product_manager_deserialize(new_filename):
|
||||
role = ProductManager()
|
||||
ser_role_dict = role.model_dump(by_alias=True)
|
||||
new_role = ProductManager(**ser_role_dict)
|
||||
|
|
|
|||
|
|
@ -18,7 +18,6 @@ def test_project_manager_serialize():
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_project_manager_deserialize():
|
||||
role = ProjectManager()
|
||||
ser_role_dict = role.model_dump(by_alias=True)
|
||||
|
|
|
|||
|
|
@ -69,7 +69,6 @@ def test_engineer_serialize():
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_engineer_deserialize():
|
||||
role = Engineer(use_code_review=True)
|
||||
ser_role_dict = role.model_dump()
|
||||
|
|
@ -97,7 +96,6 @@ def test_role_serdeser_save():
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_role_serdeser_interrupt():
|
||||
role_c = RoleC()
|
||||
shutil.rmtree(SERDESER_PATH.joinpath("team"), ignore_errors=True)
|
||||
|
|
|
|||
|
|
@ -109,7 +109,6 @@ async def test_team_recover_save():
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_team_recover_multi_roles_save():
|
||||
idea = "write a snake game"
|
||||
stg_path = SERDESER_PATH.joinpath("team")
|
||||
|
|
|
|||
|
|
@ -17,7 +17,6 @@ def test_write_design_serialize():
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_write_code_deserialize():
|
||||
context = CodingContext(
|
||||
filename="test_code.py", design_doc=Document(content="write add function to calculate two numbers")
|
||||
|
|
|
|||
|
|
@ -9,7 +9,6 @@ from metagpt.schema import CodingContext, Document
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_write_code_review_deserialize():
|
||||
code_content = """
|
||||
def div(a: int, b: int = 0):
|
||||
|
|
|
|||
|
|
@ -22,7 +22,6 @@ def test_write_task_serialize():
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_write_design_deserialize():
|
||||
action = WriteDesign()
|
||||
serialized_data = action.model_dump()
|
||||
|
|
@ -32,7 +31,6 @@ async def test_write_design_deserialize():
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_write_task_deserialize():
|
||||
action = WriteTasks()
|
||||
serialized_data = action.model_dump()
|
||||
|
|
|
|||
|
|
@ -29,7 +29,6 @@ class Person:
|
|||
],
|
||||
ids=["google", "numpy", "sphinx"],
|
||||
)
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_action_deserialize(style: str, part: str):
|
||||
action = WriteDocstring()
|
||||
serialized_data = action.model_dump()
|
||||
|
|
|
|||
|
|
@ -9,7 +9,7 @@ from metagpt.actions import WritePRD
|
|||
from metagpt.schema import Message
|
||||
|
||||
|
||||
def test_action_serialize():
|
||||
def test_action_serialize(new_filename):
|
||||
action = WritePRD()
|
||||
ser_action_dict = action.model_dump()
|
||||
assert "name" in ser_action_dict
|
||||
|
|
@ -17,8 +17,7 @@ def test_action_serialize():
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_action_deserialize():
|
||||
async def test_action_deserialize(new_filename):
|
||||
action = WritePRD()
|
||||
serialized_data = action.model_dump()
|
||||
new_action = WritePRD(**serialized_data)
|
||||
|
|
|
|||
|
|
@ -42,7 +42,6 @@ CONTEXT = """
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_action_deserialize():
|
||||
action = WriteReview()
|
||||
serialized_data = action.model_dump()
|
||||
|
|
|
|||
|
|
@ -9,7 +9,6 @@ from metagpt.actions.write_tutorial import WriteContent, WriteDirectory
|
|||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.parametrize(("language", "topic"), [("English", "Write a tutorial about Python")])
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_write_directory_deserialize(language: str, topic: str):
|
||||
action = WriteDirectory()
|
||||
serialized_data = action.model_dump()
|
||||
|
|
@ -31,7 +30,6 @@ async def test_write_directory_deserialize(language: str, topic: str):
|
|||
("language", "topic", "directory"),
|
||||
[("English", "Write a tutorial about Python", {"Introduction": ["What is Python?", "Why learn Python?"]})],
|
||||
)
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_write_content_deserialize(language: str, topic: str, directory: Dict):
|
||||
action = WriteContent(language=language, directory=directory)
|
||||
serialized_data = action.model_dump()
|
||||
|
|
|
|||
|
|
@ -45,7 +45,7 @@ def test_get_roles(env: Environment):
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_publish_and_process_message(env: Environment):
|
||||
async def test_publish_and_process_message(env: Environment, new_filename):
|
||||
if CONFIG.git_repo:
|
||||
CONFIG.git_repo.delete_repository()
|
||||
CONFIG.git_repo = None
|
||||
|
|
|
|||
|
|
@ -16,14 +16,14 @@ runner = CliRunner()
|
|||
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_empty_team():
|
||||
async def test_empty_team(new_filename):
|
||||
# FIXME: we're now using "metagpt" cli, so the entrance should be replaced instead.
|
||||
company = Team()
|
||||
history = await company.run(idea="Build a simple search system. I will upload my files later.")
|
||||
logger.info(history)
|
||||
|
||||
|
||||
def test_startup():
|
||||
def test_startup(new_filename):
|
||||
args = ["Make a cli snake game"]
|
||||
result = runner.invoke(app, args)
|
||||
logger.info(result)
|
||||
|
|
|
|||
|
|
@ -1,26 +0,0 @@
|
|||
# -*- coding: utf-8 -*-
|
||||
# @Date : 2023/7/22 02:40
|
||||
# @Author : stellahong (stellahong@deepwisdom.ai)
|
||||
#
|
||||
import os
|
||||
|
||||
from metagpt.config import CONFIG
|
||||
from metagpt.tools.sd_engine import SDEngine
|
||||
|
||||
|
||||
def test_sd_engine_init():
|
||||
sd_engine = SDEngine()
|
||||
assert sd_engine.payload["seed"] == -1
|
||||
|
||||
|
||||
def test_sd_engine_generate_prompt():
|
||||
sd_engine = SDEngine()
|
||||
sd_engine.construct_payload(prompt="test")
|
||||
assert sd_engine.payload["prompt"] == "test"
|
||||
|
||||
|
||||
async def test_sd_engine_run_t2i():
|
||||
sd_engine = SDEngine()
|
||||
await sd_engine.run_t2i(prompts=["test"])
|
||||
img_path = CONFIG.workspace_path / "resources" / "SD_Output" / "output_0.png"
|
||||
assert os.path.exists(img_path)
|
||||
|
|
@ -14,7 +14,6 @@ from metagpt.tools.translator import Translator
|
|||
|
||||
@pytest.mark.asyncio
|
||||
@pytest.mark.usefixtures("llm_api")
|
||||
@pytest.mark.usefixtures("llm_mock")
|
||||
async def test_translate(llm_api):
|
||||
poetries = [
|
||||
("Let life be beautiful like summer flowers", "花"),
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue