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litellm/tests/unit/llms
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tin-berri 0338498067
fix(router): preserve native baseline identity and accounting (#44960) 
* fix(router): preserve native baseline identity and accounting

* fix(router): preserve injected system caches in native baselines

* fix(router): prepare native baselines through shared request owners

* fix(router): capture native baseline fields from the provider schema

* refactor(router): reuse native provider parameter discovery

* fix(router): keep long native baselines and abstain after compaction

Message history no longer counts against the settings snapshot budget, so long
and non-ASCII native sessions keep modeled baselines. Selected-tier compaction
now abstains because the baseline would otherwise inherit the compacted history.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* fix(router): judge implicit caching against the selected request

The implicit-cache guard compared the selected response's cache usage with the
projected baseline's breakpoints, so selected-tier cache markers made a usable
unmarked baseline plan look like unexplained caching. The guard now checks the
selected wire request. Also removes a stamp-reuse branch that could never run
because routing clears the stamp first; every pass already captures caller
settings from fresh kwargs.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-07 11:00:31 -07:00
..
a2a refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
aiml test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
aiohttp_openai refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
anthropic fix(router): preserve native baseline identity and accounting (#44960) 2026-10-07 11:00:31 -07:00
apiserpent test(unit): add package markers to migrated unit test directories 2026-09-20 11:53:14 +00:00
azure refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
azure_ai refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
base_llm test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
baseten test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
bedrock refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
bedrock_mantle refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
black_forest_labs refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
bytez test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
cerebras test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
chat refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
chatgpt refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
clarifai refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
claude_code refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
cloudflare test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
codex refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
cohere refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
cometapi refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
compactifai test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
crusoe refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
custom_httpx refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
dashscope refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
databricks refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
dataforseo test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
datarobot test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
deepagents feat: add litellm.agent() to run claude code, codex, opencode and deep agents through the ai gateway (#43885) 2026-10-01 22:27:49 +00:00
deepgram refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
deepinfra refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
deepseek refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
docker_model_runner test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
e2b refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
edenai test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
elevenlabs refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
exa_ai fix(exa): fall back to highlights/summary when text is missing (#42213) 2026-10-02 14:15:15 -07:00
fal_ai test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
fastcrw test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
featherless_ai refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
fireworks_ai refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
gdc test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
gemini refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
gigachat refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
github_copilot refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
gradient_ai refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
groq test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
heroku test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
hosted_vllm refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
huggingface test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
hyperbolic refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
inception refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
infinity test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
jina_ai refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
langflow fix(ci): stop stale CI reds, keep unit tests off the host env, retry CyberArk policy conflicts (#43294) 2026-09-26 09:25:13 -07:00
langgraph test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
laya feat: add Bespoke Nimble gateway and OSS classifier support (#44246) 2026-10-02 19:37:08 -07:00
lemonade refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
linkup test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
litellm_proxy refactor(types): replace Any with proven types in 157 files (#44798) 2026-10-06 15:31:54 +00:00
llamafile refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
lm_studio refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
manus refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
meta test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
meta_llama refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
minimax test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
mistral refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
modelscope refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
mongodb test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
moonshot chore(cost-map): remove models past their deprecation date (#42435) 2026-09-22 21:19:26 +00:00
nadir test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
nebius test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
neosantara refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
nimble test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
novita test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
nscale test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
nvidia_nim refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
nvidia_riva test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
oci refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
ocr test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
ollama fix(ollama): turn streamed prompt-based JSON tool calls into real tool calls (#45053) 2026-10-07 11:05:50 -04:00
oobabooga test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
openai refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
openai_like refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
opencode feat: add litellm.agent() to run claude code, codex, opencode and deep agents through the ai gateway (#43885) 2026-10-01 22:27:49 +00:00
openrouter refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
ovhcloud refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
parallel_ai test: add __init__.py to phase 12 unit test directories 2026-09-20 12:36:15 +00:00
parasail refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
pass_through test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
perplexity refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
pg_vector fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
publicai test: add __init__.py to phase 12 unit test directories 2026-09-20 12:36:15 +00:00
ragflow refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
recraft refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
reducto test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
replicate refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
runwayml test: add __init__.py to phase 12 unit test directories 2026-09-20 12:36:15 +00:00
s3_vectors test: add __init__.py to intermediate phase 12 unit test directories 2026-09-20 12:37:21 +00:00
sagemaker refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
sail test(e2e): align completion, SAIL, and spend-log fixtures with supported contracts (#43902) 2026-09-30 14:21:22 -07:00
sambanova refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
sap fix(sap): correctly handle cache_control (#39122) 2026-10-06 08:54:06 -07:00
scaleway feat(scaleway): add rerank support (#44160) 2026-10-02 21:20:05 -07:00
searxng test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
serper test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
snowflake refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
soniox refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
stability refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
tavily test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
tencent refactor(anthropic): rename experimental_pass_through to pass_through (#43329) 2026-09-26 13:00:50 -07:00
tinyfish test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
together_ai refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
tool_loop feat(harness): add Harness.TOOL_LOOP, a minimal in-process tool-calling loop (#44391) 2026-10-03 17:33:01 +00:00
valkey test: migrate legacy provider tests to tests/unit (wave 2, phase 13) 2026-09-20 14:18:49 +00:00
vercel_ai_gateway refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
vertex_ai refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
volcengine test: stop CI tests from downloading tokenizer files and images (#43257) 2026-09-25 19:27:48 -07:00
voyage test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
wandb test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
watsonx refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
xai refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
xinference test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
you_com test: migrate phase 14 wave 2 provider tests to tests/unit 2026-09-20 11:01:40 +00:00
zai test: add __init__.py to every tests/unit directory this migration touches 2026-09-20 11:52:09 +00:00
__init__.py test(unit): add package markers to migrated unit test directories 2026-09-20 11:53:14 +00:00
test_cache_control_and_reasoning.py test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00
test_custom_llm.py test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
test_file_content_block.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
test_file_search_responses.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
test_lifecycle_fix.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
test_oss_decision.py feat: add Bespoke Nimble gateway and OSS classifier support (#44246) 2026-10-02 19:37:08 -07:00
test_polling_url_origin_match.py test: move tests/test_litellm core utils, routing, responses, caching and rust_bridge into tests/unit (#43199) 2026-09-25 17:10:13 -07:00
test_predibase_transformation.py test: move tests/test_litellm/llms into tests/unit/llms (#43191) 2026-09-25 12:43:23 -07:00