mirror of
https://github.com/BerriAI/litellm.git
synced 2026-08-28 05:25:59 +00:00
6a0d03914c
* test: drop the cwd-relative sys.path.insert calls from the test suite
TQ003 stands at 1,077 across 1,058 files, and 1,015 of them are the same shape:
sys.path.insert(0, os.path.abspath("../..")) and its deeper siblings. The
argument resolves against the working directory rather than the file, so from
the repo root, where every job runs pytest, it inserts the directory two levels
above the checkout. It has never pointed at litellm. The package is installed
into the environment anyway, which is what actually makes the import work, and
what the rule's message has said all along.
Removing them leaves 1,634 imports of sys and os with no remaining reference,
and those go too, except where another test module imports the name back out of
the file. The rest of TQ003 is 62 call sites that resolve against __file__ or a
variable, which are a different question and are left alone.
Collection is identical either way: 45,871 tests and the same 51 pre-existing
collection errors before and after, and ruff reports no new undefined name.
* test: drop the duplicate imports the sys.path sweep exposed to F811
* test(pre-call-utils): restore the os import the new bedrock tests need
43 lines
1.1 KiB
Python
43 lines
1.1 KiB
Python
"""Asserts that prompt caching information is correctly returned for Anthropic, OpenAI, and Deepseek"""
|
|
|
|
import io
|
|
|
|
|
|
import litellm
|
|
import pytest
|
|
|
|
|
|
def _usage_format_tests(usage: litellm.Usage):
|
|
"""
|
|
OpenAI prompt caching
|
|
- prompt_tokens = sum of non-cache hit tokens + cache-hit tokens
|
|
- total_tokens = prompt_tokens + completion_tokens
|
|
|
|
Example
|
|
```
|
|
"usage": {
|
|
"prompt_tokens": 2006,
|
|
"completion_tokens": 300,
|
|
"total_tokens": 2306,
|
|
"prompt_tokens_details": {
|
|
"cached_tokens": 1920
|
|
},
|
|
"completion_tokens_details": {
|
|
"reasoning_tokens": 0
|
|
}
|
|
# ANTHROPIC_ONLY #
|
|
"cache_creation_input_tokens": 0
|
|
}
|
|
```
|
|
"""
|
|
assert usage.total_tokens == usage.prompt_tokens + usage.completion_tokens
|
|
|
|
assert usage.prompt_tokens > usage.prompt_tokens_details.cached_tokens
|
|
|
|
|
|
def test_supports_prompt_caching():
|
|
from litellm.utils import supports_prompt_caching
|
|
|
|
supports_pc = supports_prompt_caching(model="anthropic/claude-sonnet-4-5-20250929")
|
|
|
|
assert supports_pc
|