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ai-agent-book/chapter4/perception-tools/test_pubchem_tools.py
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ai-agent-book 精选快照(<2MB 代码与文档,来自 github.com/bojieli/ai-agent-book)
2026-08-20 13:12:50 +00:00

328 lines
10 KiB
Python

"""
Real API tests for PubChem tools.
These tests make actual API calls to PubChem to verify functionality.
"""
import asyncio
import json
import pytest
from pathlib import Path
import sys
# Add src to path
sys.path.insert(0, str(Path(__file__).parent / "src"))
from pubchem_tools import (
search_compounds,
get_compound_properties,
get_compound_synonyms,
search_similar_compounds
)
class TestPubChemSearch:
"""Tests for compound search functionality."""
@pytest.mark.asyncio
async def test_search_by_name(self):
"""Test searching compounds by name."""
result = await search_compounds(
query="aspirin",
search_type="name",
max_results=5
)
# Parse result
data = json.loads(result.text)
assert data["success"] is True
message = data["message"]
assert message["query"] == "aspirin"
assert message["search_type"] == "name"
assert len(message["compounds"]) > 0
# Check first compound has expected fields
compound = message["compounds"][0]
assert compound["cid"] is not None
assert compound["name"] is not None
assert compound["molecular_formula"] is not None
assert compound["molecular_weight"] is not None
print(f"✅ Found {len(message['compounds'])} compounds for 'aspirin'")
print(f" First: {compound['name']} (CID: {compound['cid']})")
@pytest.mark.asyncio
async def test_search_by_cid(self):
"""Test searching compound by CID."""
result = await search_compounds(
query="2244", # Aspirin CID
search_type="cid",
max_results=1
)
data = json.loads(result.text)
assert data["success"] is True
message = data["message"]
assert len(message["compounds"]) == 1
compound = message["compounds"][0]
assert compound["cid"] == 2244
assert "aspirin" in compound["name"].lower() or "acetylsalicylic" in compound["name"].lower()
print(f"✅ Found compound by CID: {compound['name']}")
@pytest.mark.asyncio
async def test_search_by_formula(self):
"""Test searching compounds by molecular formula."""
result = await search_compounds(
query="C9H8O4", # Aspirin formula
search_type="formula",
max_results=10
)
data = json.loads(result.text)
assert data["success"] is True
message = data["message"]
assert len(message["compounds"]) > 0
# Check all compounds have the correct formula
for compound in message["compounds"]:
assert compound["molecular_formula"] == "C9H8O4"
print(f"✅ Found {len(message['compounds'])} compounds with formula C9H8O4")
@pytest.mark.asyncio
async def test_search_by_smiles(self):
"""Test searching compound by SMILES."""
result = await search_compounds(
query="CC(=O)OC1=CC=CC=C1C(=O)O", # Aspirin SMILES
search_type="smiles",
max_results=1
)
data = json.loads(result.text)
assert data["success"] is True
message = data["message"]
assert len(message["compounds"]) > 0
print(f"✅ Found compound by SMILES")
@pytest.mark.asyncio
async def test_search_invalid_query(self):
"""Test searching with invalid query."""
result = await search_compounds(
query="",
search_type="name",
max_results=5
)
data = json.loads(result.text)
assert data["success"] is False
assert "required" in data["message"].lower()
print("✅ Correctly handled invalid query")
@pytest.mark.asyncio
async def test_search_not_found(self):
"""Test searching for non-existent compound."""
result = await search_compounds(
query="xyzabc123notarealcompound999",
search_type="name",
max_results=5
)
data = json.loads(result.text)
# Should fail or return empty results
if data["success"]:
assert data["message"]["count"] == 0
print("✅ Handled non-existent compound search")
class TestPubChemProperties:
"""Tests for compound properties functionality."""
@pytest.mark.asyncio
async def test_get_properties(self):
"""Test getting compound properties."""
result = await get_compound_properties(
cid=2244, # Aspirin
properties=["MolecularWeight", "MolecularFormula", "XLogP", "TPSA"]
)
data = json.loads(result.text)
assert data["success"] is True
message = data["message"]
assert message["cid"] == 2244
props = message["properties"]
assert "MolecularWeight" in props
assert "MolecularFormula" in props
assert props["MolecularFormula"] == "C9H8O4"
print(f"✅ Retrieved properties for aspirin:")
print(f" Formula: {props['MolecularFormula']}")
print(f" Weight: {props['MolecularWeight']}")
@pytest.mark.asyncio
async def test_get_default_properties(self):
"""Test getting default properties."""
result = await get_compound_properties(
cid=2244 # Aspirin
)
data = json.loads(result.text)
assert data["success"] is True
props = data["message"]["properties"]
# Should have default properties
assert len(props) > 0
assert "MolecularWeight" in props
print(f"✅ Retrieved {len(props)} default properties")
@pytest.mark.asyncio
async def test_get_properties_invalid_cid(self):
"""Test getting properties with invalid CID."""
result = await get_compound_properties(
cid=-1
)
data = json.loads(result.text)
assert data["success"] is False
print("✅ Correctly handled invalid CID")
class TestPubChemSynonyms:
"""Tests for compound synonyms functionality."""
@pytest.mark.asyncio
async def test_get_synonyms(self):
"""Test getting compound synonyms."""
result = await get_compound_synonyms(
cid=2244, # Aspirin
max_synonyms=10
)
data = json.loads(result.text)
assert data["success"] is True
message = data["message"]
assert message["cid"] == 2244
assert len(message["synonyms"]) > 0
# Check that common names are included
synonyms_lower = [s.lower() for s in message["synonyms"]]
assert any("aspirin" in s for s in synonyms_lower)
print(f"✅ Retrieved {len(message['synonyms'])} synonyms:")
print(f" Examples: {', '.join(message['synonyms'][:3])}")
@pytest.mark.asyncio
async def test_get_synonyms_limit(self):
"""Test synonym count limit."""
result = await get_compound_synonyms(
cid=2244,
max_synonyms=5
)
data = json.loads(result.text)
assert data["success"] is True
synonyms = data["message"]["synonyms"]
assert len(synonyms) <= 5
print(f"✅ Correctly limited synonyms to {len(synonyms)}")
class TestPubChemSimilarity:
"""Tests for similar compounds search."""
@pytest.mark.asyncio
async def test_search_similar(self):
"""Test searching similar compounds."""
result = await search_similar_compounds(
cid=2244, # Aspirin
similarity_threshold=0.9,
max_results=5
)
data = json.loads(result.text)
assert data["success"] is True
message = data["message"]
assert message["reference_cid"] == 2244
assert message["similarity_threshold"] == 0.9
similar = message["similar_compounds"]
# Should find at least some similar compounds
if len(similar) > 0:
compound = similar[0]
assert compound["cid"] is not None
assert compound["cid"] != 2244 # Should not include itself
assert compound["name"] is not None
print(f"✅ Found {len(similar)} similar compounds:")
print(f" Example: {compound['name']} (CID: {compound['cid']})")
else:
print("✅ Search completed (no similar compounds at 0.9 threshold)")
@pytest.mark.asyncio
async def test_search_similar_lower_threshold(self):
"""Test searching similar compounds with lower threshold."""
result = await search_similar_compounds(
cid=2244,
similarity_threshold=0.7, # Lower threshold
max_results=10
)
data = json.loads(result.text)
assert data["success"] is True
similar = data["message"]["similar_compounds"]
# With lower threshold, should find more compounds
print(f"✅ Found {len(similar)} compounds at 0.7 similarity")
class TestPubChemRateLimit:
"""Tests for rate limiting functionality."""
@pytest.mark.asyncio
async def test_multiple_requests(self):
"""Test that multiple requests are rate-limited."""
import time
start_time = time.time()
# Make 5 requests in quick succession
for i in range(5):
result = await search_compounds(
query="aspirin",
search_type="name",
max_results=1
)
data = json.loads(result.text)
assert data["success"] is True
elapsed = time.time() - start_time
# Should take at least 0.8 seconds (5 requests * 0.2s delay - 0.2s for first)
assert elapsed >= 0.8
print(f"✅ Rate limiting working: {elapsed:.2f}s for 5 requests")
# Run tests
if __name__ == "__main__":
print("=" * 70)
print("Running PubChem Tools Real API Tests")
print("=" * 70)
print()
# Run with pytest
pytest.main([__file__, "-v", "-s"])