hellocomputer/test/test_query.py

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from pathlib import Path
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import hellocomputer
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import pytest
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from hellocomputer.analytics import AnalyticsDB
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from hellocomputer.config import settings
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from hellocomputer.db import StorageEngines
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from hellocomputer.extraction import extract_code_block
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from hellocomputer.models import Chat
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TEST_XLS_PATH = (
Path(hellocomputer.__file__).parents[2]
/ "test"
/ "data"
/ "TestExcelHelloComputer.xlsx"
)
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@pytest.mark.asyncio
@pytest.mark.skipif(
settings.anyscale_api_key == "Awesome API", reason="API Key not set"
)
async def test_chat_simple():
chat = Chat(api_key=settings.anyscale_api_key, temperature=0)
chat = await chat.eval("Your're a helpful assistant", "Say literlly 'Hello'")
assert chat.last_response_content() == "Hello!"
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@pytest.mark.asyncio
@pytest.mark.skipif(
settings.anyscale_api_key == "Awesome API", reason="API Key not set"
)
async def test_simple_data_query():
query = "write a query that finds the average score of all students in the current database"
chat = Chat(api_key=settings.anyscale_api_key, temperature=0.5)
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db = AnalyticsDB(
storage_engine=StorageEngines.local, path=TEST_XLS_PATH.parent
).load_xls(TEST_XLS_PATH)
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chat = await chat.eval("You're an expert sql developer", db.query_prompt(query))
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query = extract_code_block(chat.last_response_content())
assert query.startswith("SELECT")