unit testing for provider budgets

This commit is contained in:
Ishaan Jaff 2024-11-24 16:22:32 -08:00
parent d27b527477
commit 4ff941eeba

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@ -17,7 +17,7 @@ from litellm.types.router import (
ProviderBudgetConfigType,
ProviderBudgetInfo,
)
from litellm.caching.caching import DualCache
from litellm.caching.caching import DualCache, RedisCache
import logging
from litellm._logging import verbose_router_logger
import litellm
@ -296,3 +296,183 @@ async def test_prometheus_metric_tracking():
# Verify the mock was called correctly
mock_prometheus.track_provider_remaining_budget.assert_called_once()
@pytest.mark.asyncio
async def test_handle_new_budget_window():
"""
Test _handle_new_budget_window helper method
Current
"""
cleanup_redis()
provider_budget = ProviderBudgetLimiting(
router_cache=DualCache(), provider_budget_config={}
)
spend_key = "provider_spend:openai:7d"
start_time_key = "provider_budget_start_time:openai"
current_time = 1000.0
response_cost = 0.5
ttl_seconds = 86400 # 1 day
# Test handling new budget window
new_start_time = await provider_budget._handle_new_budget_window(
spend_key=spend_key,
start_time_key=start_time_key,
current_time=current_time,
response_cost=response_cost,
ttl_seconds=ttl_seconds,
)
assert new_start_time == current_time
# Verify the spend was set correctly
spend = await provider_budget.router_cache.async_get_cache(spend_key)
print("spend in cache for key", spend_key, "is", spend)
assert float(spend) == response_cost
# Verify start time was set correctly
start_time = await provider_budget.router_cache.async_get_cache(start_time_key)
print("start time in cache for key", start_time_key, "is", start_time)
assert float(start_time) == current_time
@pytest.mark.asyncio
async def test_get_or_set_budget_start_time():
"""
Test _get_or_set_budget_start_time helper method
scenario 1: no existing start time in cache, should return current time
scenario 2: existing start time in cache, should return existing start time
"""
cleanup_redis()
provider_budget = ProviderBudgetLimiting(
router_cache=DualCache(), provider_budget_config={}
)
start_time_key = "test_start_time"
current_time = 1000.0
ttl_seconds = 86400 # 1 day
# When there is no existing start time, we should set it to the current time
start_time = await provider_budget._get_or_set_budget_start_time(
start_time_key=start_time_key,
current_time=current_time,
ttl_seconds=ttl_seconds,
)
print("budget start time when no existing start time is in cache", start_time)
assert start_time == current_time
# When there is an existing start time, we should return it even if the current time is later
new_current_time = 2000.0
existing_start_time = await provider_budget._get_or_set_budget_start_time(
start_time_key=start_time_key,
current_time=new_current_time,
ttl_seconds=ttl_seconds,
)
print(
"budget start time when existing start time is in cache, but current time is later",
existing_start_time,
)
assert existing_start_time == current_time # Should return the original start time
@pytest.mark.asyncio
async def test_increment_spend_in_current_window():
"""
Test _increment_spend_in_current_window helper method
Expected behavior:
- Increment the spend in memory cache
- Queue the increment operation to Redis
"""
cleanup_redis()
provider_budget = ProviderBudgetLimiting(
router_cache=DualCache(), provider_budget_config={}
)
spend_key = "provider_spend:openai:1d"
response_cost = 0.5
ttl = 86400 # 1 day
# Set initial spend
await provider_budget.router_cache.async_set_cache(
key=spend_key, value=1.0, ttl=ttl
)
# Test incrementing spend
await provider_budget._increment_spend_in_current_window(
spend_key=spend_key,
response_cost=response_cost,
ttl=ttl,
)
# Verify the spend was incremented correctly in memory
spend = await provider_budget.router_cache.async_get_cache(spend_key)
assert float(spend) == 1.5
# Verify the increment operation was queued for Redis
print(
"redis_increment_operation_queue",
provider_budget.redis_increment_operation_queue,
)
assert len(provider_budget.redis_increment_operation_queue) == 1
queued_op = provider_budget.redis_increment_operation_queue[0]
assert queued_op["key"] == spend_key
assert queued_op["increment_value"] == response_cost
assert queued_op["ttl"] == ttl
@pytest.mark.asyncio
async def test_sync_in_memory_spend_with_redis():
"""
Test _sync_in_memory_spend_with_redis helper method
Expected behavior:
- Push all provider spend increments to Redis
- Fetch all current provider spend from Redis to update in-memory cache
"""
cleanup_redis()
provider_budget_config = {
"openai": ProviderBudgetInfo(time_period="1d", budget_limit=100),
"anthropic": ProviderBudgetInfo(time_period="1d", budget_limit=200),
}
provider_budget = ProviderBudgetLimiting(
router_cache=DualCache(
redis_cache=RedisCache(
host=os.getenv("REDIS_HOST"),
port=int(os.getenv("REDIS_PORT")),
password=os.getenv("REDIS_PASSWORD"),
)
),
provider_budget_config=provider_budget_config,
)
# Set some values in Redis
spend_key_openai = "provider_spend:openai:1d"
spend_key_anthropic = "provider_spend:anthropic:1d"
await provider_budget.router_cache.redis_cache.async_set_cache(
key=spend_key_openai, value=50.0
)
await provider_budget.router_cache.redis_cache.async_set_cache(
key=spend_key_anthropic, value=75.0
)
# Test syncing with Redis
await provider_budget._sync_in_memory_spend_with_redis()
# Verify in-memory cache was updated
openai_spend = await provider_budget.router_cache.in_memory_cache.async_get_cache(
spend_key_openai
)
anthropic_spend = (
await provider_budget.router_cache.in_memory_cache.async_get_cache(
spend_key_anthropic
)
)
assert float(openai_spend) == 50.0
assert float(anthropic_spend) == 75.0