mirror of
https://github.com/dataforcanada/d4c-service-geo-assistant.git
synced 2026-06-13 14:31:01 +02:00
Daniel Wiesmann
9b202c504e
* Intermediate * Fix naip geom handling * Fix imagery decoding for summary tool * Re enable xfail * Re enable xfail * Remove png references
47 lines
1.4 KiB
Python
47 lines
1.4 KiB
Python
"""Tests for the satellite image summarization tool."""
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import base64
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import uuid
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import pytest
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import requests
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from langchain_core.tools.base import ToolCall
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from geo_assistant.agent.state import GeoAssistantState
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from geo_assistant.tools.summarize import summarize_sat_img
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# Sample test data
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TEST_IMAGE_URL = "https://petapixel.com/assets/uploads/2022/08/French-Officials-Use-Satellite-Photos-and-AI-to-Spot-Unregistered-Pools-1536x806.jpg"
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@pytest.mark.xfail
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@pytest.mark.asyncio
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@pytest.mark.parametrize(
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"img_url,summary",
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[
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(TEST_IMAGE_URL, "building"),
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],
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)
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async def test_summarize_sat_img(img_url, summary):
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# Load the image from the supplied URL and encode it in base64
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headers = {
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"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36",
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}
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resp = requests.get(img_url, headers=headers)
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resp.raise_for_status()
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img_base64 = base64.b64encode(resp.content).decode("utf-8")
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command = await summarize_sat_img.ainvoke(
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ToolCall(
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name="summarize_sat_img",
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type="tool_call",
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args={
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"state": GeoAssistantState(naip_img_bytes=img_base64, messages=[]),
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"tool_call_id": str(uuid.uuid4()),
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},
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id=str(uuid.uuid4()),
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),
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)
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print(command.update.get("messages"))
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assert summary in command.update.get("messages")[-1].content
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