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test: handle anthropic api instability

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This commit is contained in:
Krrish Dholakia 2024-11-05 23:24:05 +05:30
parent 30f2c93fad
commit a37fa817a2
1 changed files with 56 additions and 61 deletions
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117
tests/local_testing/test_prompt_caching.py
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@ -47,70 +47,65 @@ def _usage_format_tests(usage: litellm.Usage):
],
)
def test_prompt_caching_model(model):
for _ in range(2):
response = litellm.completion(
model=model,
messages=[
# System Message
{
"role": "system",
"content": [
{
"type": "text",
"text": "Here is the full text of a complex legal agreement"
* 400,
"cache_control": {"type": "ephemeral"},
}
],
},
# marked for caching with the cache_control parameter, so that this checkpoint can read from the previous cache.
{
"role": "user",
"content": [
{
"type": "text",
"text": "What are the key terms and conditions in this agreement?",
"cache_control": {"type": "ephemeral"},
}
],
},
{
"role": "assistant",
"content": "Certainly! the key terms and conditions are the following: the contract is 1 year long for $10/mo",
},
# The final turn is marked with cache-control, for continuing in followups.
{
"role": "user",
"content": [
{
"type": "text",
"text": "What are the key terms and conditions in this agreement?",
"cache_control": {"type": "ephemeral"},
}
],
},
],
temperature=0.2,
max_tokens=10,
)
try:
for _ in range(2):
response = litellm.completion(
model=model,
messages=[
# System Message
{
"role": "system",
"content": [
{
"type": "text",
"text": "Here is the full text of a complex legal agreement"
* 400,
"cache_control": {"type": "ephemeral"},
}
],
},
# marked for caching with the cache_control parameter, so that this checkpoint can read from the previous cache.
{
"role": "user",
"content": [
{
"type": "text",
"text": "What are the key terms and conditions in this agreement?",
"cache_control": {"type": "ephemeral"},
}
],
},
{
"role": "assistant",
"content": "Certainly! the key terms and conditions are the following: the contract is 1 year long for $10/mo",
},
# The final turn is marked with cache-control, for continuing in followups.
{
"role": "user",
"content": [
{
"type": "text",
"text": "What are the key terms and conditions in this agreement?",
"cache_control": {"type": "ephemeral"},
}
],
},
],
temperature=0.2,
max_tokens=10,
)
_usage_format_tests(response.usage)
print("response=", response)
print("response.usage=", response.usage)
_usage_format_tests(response.usage)
print("response=", response)
print("response.usage=", response.usage)
_usage_format_tests(response.usage)
assert "prompt_tokens_details" in response.usage
assert response.usage.prompt_tokens_details.cached_tokens > 0
# assert "cache_read_input_tokens" in response.usage
# assert "cache_creation_input_tokens" in response.usage
# # Assert either a cache entry was created or cache was read - changes depending on the anthropic api ttl
# assert (response.usage.cache_read_input_tokens > 0) or (
# response.usage.cache_creation_input_tokens > 0
# )
assert "prompt_tokens_details" in response.usage
assert response.usage.prompt_tokens_details.cached_tokens > 0
except litellm.InternalServerError:
pass
def test_supports_prompt_caching():