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test(caching): add circuit breaker unit tests
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tests/test_litellm/caching/test_dual_cache.py
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tests/test_litellm/caching/test_dual_cache.py
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import asyncio
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import time
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from unittest.mock import AsyncMock, MagicMock, patch
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import pytest
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from litellm.caching.dual_cache import DualCache
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from litellm.caching.in_memory_cache import InMemoryCache
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from litellm.caching.redis_cache import RedisCache
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@pytest.mark.asyncio
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async def test_dual_cache_async_batch_get_cache_coalesces_concurrent_redis_reads():
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dual_cache = DualCache(
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redis_cache=MagicMock(spec=RedisCache), default_redis_batch_cache_expiry=10
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)
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keys = ["shared_a", "shared_b"]
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start_gate = asyncio.Event()
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async def _mock_async_batch_get_cache(key_list, parent_otel_span=None):
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await asyncio.sleep(0.05)
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return {k: None for k in key_list}
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with patch.object(
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dual_cache.redis_cache,
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"async_batch_get_cache",
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new=AsyncMock(side_effect=_mock_async_batch_get_cache),
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) as mock_async_batch_get_cache:
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async def worker():
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await start_gate.wait()
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return await dual_cache.async_batch_get_cache(keys=keys)
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tasks = [asyncio.create_task(worker()) for _ in range(50)]
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start_gate.set()
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await asyncio.gather(*tasks)
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assert mock_async_batch_get_cache.call_count == 1
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@pytest.mark.asyncio
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async def test_dual_cache_async_batch_get_cache_rolls_back_redis_reservation_on_error():
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dual_cache = DualCache(
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redis_cache=MagicMock(spec=RedisCache), default_redis_batch_cache_expiry=10
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)
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keys = ["shared_a", "shared_b"]
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with patch.object(
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dual_cache.redis_cache,
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"async_batch_get_cache",
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new=AsyncMock(side_effect=RuntimeError("redis unavailable")),
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) as mock_async_batch_get_cache:
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first_result = await dual_cache.async_batch_get_cache(keys=keys)
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second_result = await dual_cache.async_batch_get_cache(keys=keys)
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assert first_result is None
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assert second_result is None
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assert mock_async_batch_get_cache.call_count == 2
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assert "shared_a" not in dual_cache.last_redis_batch_access_time
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assert "shared_b" not in dual_cache.last_redis_batch_access_time
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@pytest.mark.asyncio
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async def test_dual_cache_async_set_cache_injects_default_in_memory_ttl():
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"""
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Test that async_set_cache injects default_in_memory_ttl into kwargs
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when no explicit ttl is provided, matching the sync set_cache behavior.
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Regression test for: async_set_cache was missing the TTL injection that
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sync set_cache has, causing InMemoryCache to use its own default_ttl (600s)
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instead of DualCache's default_in_memory_ttl.
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"""
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in_memory_cache = InMemoryCache(default_ttl=600)
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dual_cache = DualCache(
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in_memory_cache=in_memory_cache,
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default_in_memory_ttl=60,
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)
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before = time.time()
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await dual_cache.async_set_cache(key="test_key", value="test_value")
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after = time.time()
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# The TTL stored should reflect default_in_memory_ttl (60s), not
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# InMemoryCache's default_ttl (600s)
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expiry = in_memory_cache.ttl_dict["test_key"]
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assert expiry >= before + 60
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assert expiry <= after + 60
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@pytest.mark.asyncio
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async def test_dual_cache_async_set_cache_respects_explicit_ttl():
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"""
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Test that async_set_cache does NOT override an explicitly provided ttl.
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"""
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in_memory_cache = InMemoryCache(default_ttl=600)
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dual_cache = DualCache(
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in_memory_cache=in_memory_cache,
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default_in_memory_ttl=60,
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)
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before = time.time()
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await dual_cache.async_set_cache(key="test_key", value="test_value", ttl=30)
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after = time.time()
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# The explicit ttl=30 should be used, not default_in_memory_ttl (60)
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expiry = in_memory_cache.ttl_dict["test_key"]
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assert expiry >= before + 30
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assert expiry <= after + 30
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@pytest.mark.asyncio
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async def test_dual_cache_async_set_cache_pipeline_injects_default_in_memory_ttl():
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"""
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Test that async_set_cache_pipeline injects default_in_memory_ttl into kwargs
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when no explicit ttl is provided.
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"""
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in_memory_cache = InMemoryCache(default_ttl=600)
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dual_cache = DualCache(
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in_memory_cache=in_memory_cache,
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default_in_memory_ttl=60,
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)
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cache_list = [("key_a", "value_a"), ("key_b", "value_b")]
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before = time.time()
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await dual_cache.async_set_cache_pipeline(cache_list=cache_list)
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after = time.time()
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for key in ["key_a", "key_b"]:
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expiry = in_memory_cache.ttl_dict[key]
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assert expiry >= before + 60
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assert expiry <= after + 60
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@pytest.mark.asyncio
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async def test_dual_cache_sync_and_async_set_cache_use_same_ttl():
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"""
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Test that sync set_cache and async async_set_cache produce the same TTL
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when no explicit ttl is provided, ensuring parity between the two paths.
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"""
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in_memory_sync = InMemoryCache(default_ttl=600)
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dual_cache_sync = DualCache(
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in_memory_cache=in_memory_sync,
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default_in_memory_ttl=60,
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)
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in_memory_async = InMemoryCache(default_ttl=600)
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dual_cache_async = DualCache(
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in_memory_cache=in_memory_async,
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default_in_memory_ttl=60,
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)
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dual_cache_sync.set_cache(key="test_key", value="test_value")
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await dual_cache_async.async_set_cache(key="test_key", value="test_value")
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sync_expiry = in_memory_sync.ttl_dict["test_key"]
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async_expiry = in_memory_async.ttl_dict["test_key"]
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# Both should use default_in_memory_ttl=60, so their expiry times
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# should be within a small tolerance of each other
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assert abs(sync_expiry - async_expiry) < 1.0
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def test_circuit_breaker_opens_after_threshold():
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"""Circuit opens after N consecutive Redis failures."""
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from litellm.caching.redis_cache import RedisCircuitBreaker
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cb = RedisCircuitBreaker(failure_threshold=3, recovery_timeout=60)
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for _ in range(3):
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cb.record_failure()
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assert cb._state == "open"
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@pytest.mark.asyncio
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async def test_circuit_breaker_open_skips_redis():
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"""When circuit is open, the guard decorator raises immediately without calling the method."""
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from litellm.caching.redis_cache import (
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RedisCircuitBreaker,
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_redis_circuit_breaker_guard,
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)
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class FakeRedis:
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def __init__(self):
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self._circuit_breaker = RedisCircuitBreaker(
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failure_threshold=3, recovery_timeout=60
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)
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self._circuit_breaker._state = "open"
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self._circuit_breaker._opened_at = time.time()
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self.call_count = 0
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@_redis_circuit_breaker_guard
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async def do_thing(self):
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self.call_count += 1
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return "result"
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fr = FakeRedis()
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with pytest.raises(Exception, match="circuit breaker is open"):
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await fr.do_thing()
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assert fr.call_count == 0 # method body never executed
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def test_circuit_breaker_closes_on_recovery():
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"""After recovery_timeout expires, probe is allowed and success closes the circuit."""
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from litellm.caching.redis_cache import RedisCircuitBreaker
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cb = RedisCircuitBreaker(failure_threshold=3, recovery_timeout=60)
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cb._state = "open"
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cb._opened_at = time.time() - 9999 # recovery timeout long expired
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# is_open() should return False to allow a probe through, and transition to HALF_OPEN
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assert cb.is_open() is False
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assert cb._state == "half_open"
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# Successful probe closes the circuit
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cb.record_success()
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assert cb._state == "closed"
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