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polymarket-insider-tracker/tests/profiler/test_analyzer.py
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-04 17:09:14 -05:00

395 lines
14 KiB
Python

"""Tests for the wallet analyzer."""
from datetime import UTC, datetime, timedelta
from decimal import Decimal
from unittest.mock import AsyncMock
import pytest
from polymarket_insider_tracker.profiler.analyzer import (
DEFAULT_FRESH_THRESHOLD,
USDC_POLYGON_ADDRESS,
WalletAnalyzer,
)
from polymarket_insider_tracker.profiler.models import Transaction, WalletInfo
# Valid Ethereum addresses for testing
VALID_ADDRESS = "0x742d35Cc6634C0532925a3b844Bc9e7595f5eaE2"
VALID_ADDRESS_2 = "0x8ba1f109551bD432803012645Ac136ddd64DBA72"
class TestWalletAnalyzerInit:
"""Tests for WalletAnalyzer initialization."""
def test_init_default(self) -> None:
"""Test initialization with defaults."""
client = AsyncMock()
analyzer = WalletAnalyzer(client)
assert analyzer._client is client
assert analyzer._redis is None
assert analyzer._fresh_threshold == DEFAULT_FRESH_THRESHOLD
assert analyzer._usdc_address == USDC_POLYGON_ADDRESS
def test_init_with_redis(self) -> None:
"""Test initialization with Redis."""
client = AsyncMock()
redis = AsyncMock()
analyzer = WalletAnalyzer(client, redis=redis)
assert analyzer._redis is redis
def test_init_custom_threshold(self) -> None:
"""Test initialization with custom threshold."""
client = AsyncMock()
analyzer = WalletAnalyzer(client, fresh_threshold=10)
assert analyzer._fresh_threshold == 10
class TestWalletAnalyzerAnalyze:
"""Tests for the analyze method."""
@pytest.fixture
def mock_client(self) -> AsyncMock:
"""Create a mock PolygonClient."""
client = AsyncMock()
client.get_wallet_info = AsyncMock()
client.get_token_balance = AsyncMock(return_value=Decimal("1000000"))
return client
@pytest.fixture
def mock_redis(self) -> AsyncMock:
"""Create a mock Redis client."""
redis = AsyncMock()
redis.get = AsyncMock(return_value=None)
redis.set = AsyncMock()
return redis
@pytest.mark.asyncio
async def test_analyze_fresh_wallet(self, mock_client: AsyncMock) -> None:
"""Test analyzing a fresh wallet."""
first_tx = Transaction(
hash="0xabc",
block_number=1000,
timestamp=datetime.now(UTC) - timedelta(hours=12),
from_address="0xfaucet",
to_address=VALID_ADDRESS.lower(),
value=Decimal("1000000000000000000"),
gas_used=21000,
gas_price=Decimal("50000000000"),
)
mock_client.get_wallet_info.return_value = WalletInfo(
address=VALID_ADDRESS.lower(),
transaction_count=3,
balance_wei=Decimal("5000000000000000000"),
first_transaction=first_tx,
)
analyzer = WalletAnalyzer(mock_client)
profile = await analyzer.analyze(VALID_ADDRESS)
assert profile.address == VALID_ADDRESS.lower()
assert profile.nonce == 3
assert profile.is_fresh is True
assert profile.first_seen is not None
assert profile.age_hours is not None
assert 11 < profile.age_hours < 13
@pytest.mark.asyncio
async def test_analyze_old_wallet(self, mock_client: AsyncMock) -> None:
"""Test analyzing an old wallet with many transactions."""
first_tx = Transaction(
hash="0xabc",
block_number=1000,
timestamp=datetime.now(UTC) - timedelta(days=365),
from_address="0xfaucet",
to_address=VALID_ADDRESS.lower(),
value=Decimal("1000000000000000000"),
gas_used=21000,
gas_price=Decimal("50000000000"),
)
mock_client.get_wallet_info.return_value = WalletInfo(
address=VALID_ADDRESS.lower(),
transaction_count=500,
balance_wei=Decimal("100000000000000000000"),
first_transaction=first_tx,
)
analyzer = WalletAnalyzer(mock_client)
profile = await analyzer.analyze(VALID_ADDRESS)
assert profile.nonce == 500
assert profile.is_fresh is False
assert profile.age_hours is not None
assert profile.age_hours > 8000 # Over 365 days in hours
@pytest.mark.asyncio
async def test_analyze_brand_new_wallet(self, mock_client: AsyncMock) -> None:
"""Test analyzing a wallet with no transactions."""
mock_client.get_wallet_info.return_value = WalletInfo(
address=VALID_ADDRESS.lower(),
transaction_count=0,
balance_wei=Decimal("1000000000000000000"),
first_transaction=None,
)
analyzer = WalletAnalyzer(mock_client)
profile = await analyzer.analyze(VALID_ADDRESS)
assert profile.nonce == 0
assert profile.is_fresh is True
assert profile.is_brand_new is True
assert profile.first_seen is None
assert profile.age_hours is None
@pytest.mark.asyncio
async def test_analyze_uses_cache(self, mock_client: AsyncMock, mock_redis: AsyncMock) -> None:
"""Test that analyze uses cached data."""
cached_data = {
"address": VALID_ADDRESS.lower(),
"nonce": 2,
"first_seen": datetime.now(UTC).isoformat(),
"age_hours": 6.0,
"is_fresh": True,
"total_tx_count": 2,
"matic_balance": "1000000000000000000",
"usdc_balance": "500000",
"analyzed_at": datetime.now(UTC).isoformat(),
"fresh_threshold": 5,
}
mock_redis.get = AsyncMock(return_value=str(cached_data).replace("'", '"').encode())
# Actually mock it properly with json
import json
mock_redis.get = AsyncMock(return_value=json.dumps(cached_data).encode())
analyzer = WalletAnalyzer(mock_client, redis=mock_redis)
profile = await analyzer.analyze(VALID_ADDRESS)
assert profile.address == VALID_ADDRESS.lower()
assert profile.nonce == 2
mock_client.get_wallet_info.assert_not_called()
@pytest.mark.asyncio
async def test_analyze_force_refresh(
self, mock_client: AsyncMock, mock_redis: AsyncMock
) -> None:
"""Test that force_refresh bypasses cache."""
import json
cached_data = {
"address": VALID_ADDRESS.lower(),
"nonce": 1,
"first_seen": None,
"age_hours": None,
"is_fresh": True,
"total_tx_count": 1,
"matic_balance": "1000",
"usdc_balance": "0",
"analyzed_at": datetime.now(UTC).isoformat(),
"fresh_threshold": 5,
}
mock_redis.get = AsyncMock(return_value=json.dumps(cached_data).encode())
mock_client.get_wallet_info.return_value = WalletInfo(
address=VALID_ADDRESS.lower(),
transaction_count=10,
balance_wei=Decimal("5000000000000000000"),
first_transaction=None,
)
analyzer = WalletAnalyzer(mock_client, redis=mock_redis)
profile = await analyzer.analyze(VALID_ADDRESS, force_refresh=True)
assert profile.nonce == 10 # From fresh query, not cache
mock_client.get_wallet_info.assert_called_once()
@pytest.mark.asyncio
async def test_analyze_handles_usdc_error(self, mock_client: AsyncMock) -> None:
"""Test that USDC balance error is handled gracefully."""
mock_client.get_wallet_info.return_value = WalletInfo(
address=VALID_ADDRESS.lower(),
transaction_count=1,
balance_wei=Decimal("1000000000000000000"),
first_transaction=None,
)
mock_client.get_token_balance.side_effect = Exception("Token query failed")
analyzer = WalletAnalyzer(mock_client)
profile = await analyzer.analyze(VALID_ADDRESS)
assert profile.usdc_balance == Decimal(0)
class TestWalletAnalyzerIsFresh:
"""Tests for the is_fresh method."""
@pytest.fixture
def mock_client(self) -> AsyncMock:
"""Create a mock PolygonClient."""
client = AsyncMock()
client.get_wallet_info = AsyncMock()
client.get_token_balance = AsyncMock(return_value=Decimal("0"))
return client
@pytest.mark.asyncio
async def test_is_fresh_true(self, mock_client: AsyncMock) -> None:
"""Test is_fresh returns True for fresh wallet."""
mock_client.get_wallet_info.return_value = WalletInfo(
address=VALID_ADDRESS.lower(),
transaction_count=2,
balance_wei=Decimal("1000000000000000000"),
first_transaction=None,
)
analyzer = WalletAnalyzer(mock_client)
result = await analyzer.is_fresh(VALID_ADDRESS)
assert result is True
@pytest.mark.asyncio
async def test_is_fresh_false(self, mock_client: AsyncMock) -> None:
"""Test is_fresh returns False for old wallet."""
mock_client.get_wallet_info.return_value = WalletInfo(
address=VALID_ADDRESS.lower(),
transaction_count=100,
balance_wei=Decimal("1000000000000000000"),
first_transaction=None,
)
analyzer = WalletAnalyzer(mock_client)
result = await analyzer.is_fresh(VALID_ADDRESS)
assert result is False
class TestWalletAnalyzerFreshnessLogic:
"""Tests for freshness determination logic."""
@pytest.fixture
def mock_client(self) -> AsyncMock:
"""Create a mock PolygonClient."""
return AsyncMock()
def test_is_wallet_fresh_low_nonce_no_age(self, mock_client: AsyncMock) -> None:
"""Test fresh wallet with low nonce and unknown age."""
analyzer = WalletAnalyzer(mock_client, fresh_threshold=5)
result = analyzer._is_wallet_fresh(nonce=2, age_hours=None)
assert result is True
def test_is_wallet_fresh_low_nonce_young_age(self, mock_client: AsyncMock) -> None:
"""Test fresh wallet with low nonce and young age."""
analyzer = WalletAnalyzer(mock_client, fresh_threshold=5)
result = analyzer._is_wallet_fresh(nonce=2, age_hours=12.0)
assert result is True
def test_is_wallet_fresh_low_nonce_old_age(self, mock_client: AsyncMock) -> None:
"""Test not fresh when nonce is low but age is old."""
analyzer = WalletAnalyzer(mock_client, fresh_threshold=5)
result = analyzer._is_wallet_fresh(nonce=2, age_hours=100.0)
assert result is False
def test_is_wallet_fresh_high_nonce(self, mock_client: AsyncMock) -> None:
"""Test not fresh when nonce is high."""
analyzer = WalletAnalyzer(mock_client, fresh_threshold=5)
result = analyzer._is_wallet_fresh(nonce=10, age_hours=12.0)
assert result is False
def test_is_wallet_fresh_at_threshold(self, mock_client: AsyncMock) -> None:
"""Test not fresh when nonce equals threshold."""
analyzer = WalletAnalyzer(mock_client, fresh_threshold=5)
result = analyzer._is_wallet_fresh(nonce=5, age_hours=12.0)
assert result is False
def test_is_wallet_fresh_at_age_boundary(self, mock_client: AsyncMock) -> None:
"""Test at 48 hour boundary."""
analyzer = WalletAnalyzer(mock_client, fresh_threshold=5)
result_under = analyzer._is_wallet_fresh(nonce=2, age_hours=47.9)
assert result_under is True
result_over = analyzer._is_wallet_fresh(nonce=2, age_hours=48.1)
assert result_over is False
class TestWalletAnalyzerBatch:
"""Tests for batch analysis."""
@pytest.fixture
def mock_client(self) -> AsyncMock:
"""Create a mock PolygonClient."""
client = AsyncMock()
client.get_wallet_info = AsyncMock()
client.get_token_balance = AsyncMock(return_value=Decimal("0"))
return client
@pytest.mark.asyncio
async def test_analyze_batch(self, mock_client: AsyncMock) -> None:
"""Test batch analysis."""
mock_client.get_wallet_info.side_effect = [
WalletInfo(
address=VALID_ADDRESS.lower(),
transaction_count=2,
balance_wei=Decimal("1000"),
first_transaction=None,
),
WalletInfo(
address=VALID_ADDRESS_2.lower(),
transaction_count=100,
balance_wei=Decimal("2000"),
first_transaction=None,
),
]
analyzer = WalletAnalyzer(mock_client)
profiles = await analyzer.analyze_batch([VALID_ADDRESS, VALID_ADDRESS_2])
assert len(profiles) == 2
assert profiles[VALID_ADDRESS.lower()].is_fresh is True
assert profiles[VALID_ADDRESS_2.lower()].is_fresh is False
@pytest.mark.asyncio
async def test_analyze_batch_handles_errors(self, mock_client: AsyncMock) -> None:
"""Test batch analysis handles individual failures."""
mock_client.get_wallet_info.side_effect = [
WalletInfo(
address=VALID_ADDRESS.lower(),
transaction_count=2,
balance_wei=Decimal("1000"),
first_transaction=None,
),
Exception("RPC error"),
]
analyzer = WalletAnalyzer(mock_client)
profiles = await analyzer.analyze_batch([VALID_ADDRESS, VALID_ADDRESS_2])
assert len(profiles) == 1
assert VALID_ADDRESS.lower() in profiles
@pytest.mark.asyncio
async def test_get_fresh_wallets(self, mock_client: AsyncMock) -> None:
"""Test filtering to only fresh wallets."""
mock_client.get_wallet_info.side_effect = [
WalletInfo(
address=VALID_ADDRESS.lower(),
transaction_count=2,
balance_wei=Decimal("1000"),
first_transaction=None,
),
WalletInfo(
address=VALID_ADDRESS_2.lower(),
transaction_count=100,
balance_wei=Decimal("2000"),
first_transaction=None,
),
]
analyzer = WalletAnalyzer(mock_client)
fresh = await analyzer.get_fresh_wallets([VALID_ADDRESS, VALID_ADDRESS_2])
assert len(fresh) == 1
assert VALID_ADDRESS.lower() in fresh