Spaces:
Configuration error
Configuration error
File size: 6,087 Bytes
447ebeb |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 |
import datetime
import json
import os
import sys
import unittest
from typing import List, Optional, Tuple
from unittest.mock import ANY, MagicMock, Mock, patch
import httpx
import pytest
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the parent directory to the system-path
import litellm
from litellm.integrations.anthropic_cache_control_hook import AnthropicCacheControlHook
from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler
from litellm.types.llms.openai import AllMessageValues
from litellm.types.utils import StandardCallbackDynamicParams
@pytest.mark.asyncio
async def test_anthropic_cache_control_hook_system_message():
# Use patch.dict to mock environment variables instead of setting them directly
with patch.dict(
os.environ,
{
"AWS_ACCESS_KEY_ID": "fake_access_key_id",
"AWS_SECRET_ACCESS_KEY": "fake_secret_access_key",
"AWS_REGION_NAME": "us-west-2",
},
):
anthropic_cache_control_hook = AnthropicCacheControlHook()
litellm.callbacks = [anthropic_cache_control_hook]
# Mock response data
mock_response = MagicMock()
mock_response.json.return_value = {
"output": {
"message": {
"role": "assistant",
"content": "Here is my analysis of the key terms and conditions...",
}
},
"stopReason": "stop_sequence",
"usage": {
"inputTokens": 100,
"outputTokens": 200,
"totalTokens": 300,
"cacheReadInputTokens": 100,
"cacheWriteInputTokens": 200,
},
}
mock_response.status_code = 200
# Mock AsyncHTTPHandler.post method
client = AsyncHTTPHandler()
with patch.object(client, "post", return_value=mock_response) as mock_post:
response = await litellm.acompletion(
model="bedrock/anthropic.claude-3-5-haiku-20241022-v1:0",
messages=[
{
"role": "system",
"content": [
{
"type": "text",
"text": "You are an AI assistant tasked with analyzing legal documents.",
},
{
"type": "text",
"text": "Here is the full text of a complex legal agreement",
},
],
},
{
"role": "user",
"content": "what are the key terms and conditions in this agreement?",
},
],
cache_control_injection_points=[
{
"location": "message",
"role": "system",
},
],
client=client,
)
mock_post.assert_called_once()
request_body = json.loads(mock_post.call_args.kwargs["data"])
print("request_body: ", json.dumps(request_body, indent=4))
# Verify the request body
assert request_body["system"][1]["cachePoint"] == {"type": "default"}
@pytest.mark.asyncio
async def test_anthropic_cache_control_hook_user_message():
# Use patch.dict to mock environment variables instead of setting them directly
with patch.dict(
os.environ,
{
"AWS_ACCESS_KEY_ID": "fake_access_key_id",
"AWS_SECRET_ACCESS_KEY": "fake_secret_access_key",
"AWS_REGION_NAME": "us-west-2",
},
):
anthropic_cache_control_hook = AnthropicCacheControlHook()
litellm.callbacks = [anthropic_cache_control_hook]
# Mock response data
mock_response = MagicMock()
mock_response.json.return_value = {
"output": {
"message": {
"role": "assistant",
"content": "Here is my analysis of the key terms and conditions...",
}
},
"stopReason": "stop_sequence",
"usage": {
"inputTokens": 100,
"outputTokens": 200,
"totalTokens": 300,
"cacheReadInputTokens": 100,
"cacheWriteInputTokens": 200,
},
}
mock_response.status_code = 200
# Mock AsyncHTTPHandler.post method
client = AsyncHTTPHandler()
with patch.object(client, "post", return_value=mock_response) as mock_post:
response = await litellm.acompletion(
model="bedrock/anthropic.claude-3-5-haiku-20241022-v1:0",
messages=[
{
"role": "assistant",
"content": [
{
"type": "text",
"text": "You are an AI assistant tasked with analyzing legal documents.",
},
],
},
{
"role": "user",
"content": "what are the key terms and conditions in this agreement? <very_long_text>",
},
],
cache_control_injection_points=[
{
"location": "message",
"role": "user",
},
],
client=client,
)
mock_post.assert_called_once()
request_body = json.loads(mock_post.call_args.kwargs["data"])
print("request_body: ", json.dumps(request_body, indent=4))
# Verify the request body
assert request_body["messages"][1]["content"][1]["cachePoint"] == {
"type": "default"
}
|