mirror of
https://github.com/tiennm99/litellm.git
synced 2026-06-18 03:31:23 +00:00
Alexsander Hamir
86 lines
3.4 KiB
Python
86 lines
3.4 KiB
Python
import pytest
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import polars as pl
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from unittest.mock import AsyncMock, MagicMock, patch
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from datetime import datetime
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from litellm.integrations.cloudzero.cloudzero import CloudZeroLogger
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from litellm.integrations.cloudzero.cz_stream_api import CloudZeroStreamer
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from litellm.integrations.cloudzero.database import LiteLLMDatabase
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class TestCloudZeroHourlyExport:
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@pytest.mark.asyncio
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async def test_hourly_export(self):
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spend_mock_data = pl.LazyFrame(
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{
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"id": ["09327a4f-fa99-4613-86c5-23efb03640b1", "c7bcec65-0d76-4126-93b6-50fea1cdd2b"],
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"user_id": ["069e8205-8f55-44fd-870b-0c036cab600c", "069e8205-8f55-44fd-870b-0c036cab600c"],
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"date": ["2025-11-01", "2025-11-01"],
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"api_key": [
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"c1465c9a821f420927b3d81972323fb516745bc93a4a54ceca0ce6ddf6100c39",
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"c1465c9a821f420927b3d81972323fb516745bc93a4a54ceca0ce6ddf6100c39",
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],
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"model": ["model_1", "model_2"],
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"model_group": ["model_group_1", "model_group_2"],
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"custom_llm_provider": ["provider_1", "provider_2"],
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"prompt_tokens": [60, 60],
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"completion_tokens": [71, 71],
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"spend": [0.005, 0.005],
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"api_requests": [1, 1],
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"successful_requests": [1, 1],
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"failed_requests": [0, 0],
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"cache_creation_input_tokens": [0, 0],
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"cache_read_input_tokens": [0, 0],
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"created_at": [datetime(2025, 11, 1, 12), datetime(2025, 11, 1, 2)],
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"updated_at": [datetime(2025, 11, 1, 12), datetime(2025, 11, 1, 12)],
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}
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)
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team_mock_data = pl.LazyFrame(
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{
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"team_id": ["a3d6b0bb-098f-4260-81d6-fabae695b622"],
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"team_alias": ["team_1"],
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}
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)
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verification_mock_data = pl.LazyFrame(
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{
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"team_id": ["a3d6b0bb-098f-4260-81d6-fabae695b622"],
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"key_alias": ["key_1"],
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"token": ["sk-test-cloudzero-token-010"],
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}
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)
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with (
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patch.object(LiteLLMDatabase, "_ensure_prisma_client") as mock_prisma_client_getter,
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patch.object(CloudZeroStreamer, "send_batched") as send_batched_mock,
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patch("litellm.integrations.cloudzero.cloudzero.datetime") as mock_datetime,
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):
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fake_client = MagicMock()
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fake_db = MagicMock()
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async def query_raw_mock(query: str):
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sql_context = pl.SQLContext(
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LiteLLM_DailyUserSpend=spend_mock_data,
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LiteLLM_VerificationToken=verification_mock_data,
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LiteLLM_TeamTable=team_mock_data,
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)
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result = sql_context.execute(query).collect()
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return result
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fake_db.query_raw = AsyncMock(side_effect=query_raw_mock)
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fake_client.db = fake_db
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mock_prisma_client_getter.return_value = fake_client
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mock_datetime.now.return_value = datetime(2025, 11, 1, 12, 0, 1)
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def export_verifier(cbf_data, operation):
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assert operation == "replace_hourly"
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assert len(cbf_data) == 2
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send_batched_mock.side_effect = export_verifier
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logger = CloudZeroLogger(api_key="test", connection_id="test")
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await logger._hourly_usage_data_export()
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