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litellm/tests
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devin-ai-integration[bot] 50ab9a3211
fix(token_counter): price a base64 PDF document per page instead of as one image (#45301) 
* fix(token_counter): price a base64 PDF document per page instead of as one image

A `document` or `file` block carrying inline PDF bytes was priced like a single
image (85 tokens), so when a provider's count-tokens endpoint rejected the
model (Bedrock Opus) the local fallback answered 116 for a 12-page PDF the
provider then billed at 35941 input tokens. The counter now reads the PDF with
pypdf and prices each page as its extracted text plus the image Anthropic
renders it to (1568 px long edge, 1.15 MP, 750 pixels per token), falling back
to the old image pricing when pypdf is missing or the bytes are not a readable PDF.

* refactor(token_counter): count PDF pages as they are read

Sum each page's text and rendered-image tokens straight from the pypdf
reader instead of materializing a page list first, keep the fallback
to image pricing atomic when a page cannot be read, and annotate the
new tests' locals as Final

* test(integration): audit cells for page-priced PDF documents in count_tokens, pre-call checks and spend

* test(integration): release the held peer when the concurrent budget wait times out

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-10-08 21:20:46 -07:00
..
_support fix(params): validate stream_chunk_size once, before any provider call (#43222) 2026-09-26 23:01:20 +00:00
agent_tests/local_only_agent_tests test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
audio_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
base_sdk_tests refactor(sdk): separate core AWS and tokenizer dependencies (#44447) 2026-10-08 19:07:57 -07:00
basic_proxy_startup_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
batches_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
benchmarks refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
code_coverage_tests fix(router): drop the encrypted reasoning a fallback hop's target cannot decrypt (#45393) 2026-10-08 17:30:01 -07:00
documentation_tests fix(s3_v2): upload fresh events first, drop terminal failures and hour-old retries by default, opt-in adaptive concurrency (#43022) 2026-09-26 14:58:28 -07:00
e2e test(ui-e2e): update usage page selectors after the #45221 redesign (#45347) 2026-10-08 15:55:22 -07:00
e2e_harness test(e2e): move the harness self-tests out of tests/e2e (#45172) 2026-10-07 22:20:02 +00:00
guardrails_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
harness_e2e 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
image_gen_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
integration fix(token_counter): price a base64 PDF document per page instead of as one image (#45301) 2026-10-08 21:20:46 -07:00
litellm_utils_tests test: delete 34 legacy tests already covered by e2e (#45340) 2026-10-08 09:43:56 -07:00
llm_translation test: make 38 legacy live base-class translation tests offline (#45351) 2026-10-08 23:18:25 +00:00
load_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
local_testing test: delete 34 legacy tests already covered by e2e (#45340) 2026-10-08 09:43:56 -07:00
logging_callback_tests test: replace 61 live logging and otel tests with offline unit and integration coverage (#45362) 2026-10-08 15:55:57 -07:00
mcp_tests feat(mcp): add portable catalog pagination (#44446) 2026-10-06 18:54:50 -07:00
multi_instance_e2e_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
ocr_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
openai_endpoints_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
otel_tests test: replace 61 live logging and otel tests with offline unit and integration coverage (#45362) 2026-10-08 15:55:57 -07:00
pass_through_tests test: delete 34 legacy tests already covered by e2e (#45340) 2026-10-08 09:43:56 -07:00
pass_through_unit_tests test: delete 34 legacy tests already covered by e2e (#45340) 2026-10-08 09:43:56 -07:00
proxy_admin_ui_tests test: move the unit half of 126 mixed legacy files into tests/unit (#45090) 2026-10-07 14:07:43 -07:00
proxy_behavior test: realign stale decisions and lens tests with merged behaviour (#45346) 2026-10-08 09:44:18 -07:00
proxy_e2e_anthropic_messages_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
proxy_migration_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
proxy_security_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
proxy_unit_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
router_unit_tests test: make 77 legacy live tests offline in litellm_utils, router_unit and responses dirs (#45298) 2026-10-08 02:37:55 -07:00
rust-python-harness test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
search_tests test: move 81 legacy live tests in pass-through, spend, batches, audio, search, guardrails, image and ocr dirs offline (#45288) 2026-10-08 02:38:12 -07:00
store_model_in_db_tests fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
test_litellm refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
test_litellm_rust fix(ci): import seed_tracing_fixtures from the pytest scripts path in rust trace tests (#45485) 2026-10-08 19:41:22 -07:00
unified_google_tests test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807) 2026-10-07 05:02:28 +00:00
unit fix(token_counter): price a base64 PDF document per page instead of as one image (#45301) 2026-10-08 21:20:46 -07:00
vector_store_tests refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
windows_tests fix(packaging): keep wheel paths under Windows MAX_PATH for Store Python (#43903) 2026-09-30 22:20:36 +00:00
__init__.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
_fake_openai_endpoint_server.py
_flush_vcr_cache.py
_live_test_helpers.py
_master_key.py fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
_openai_record_replay_proxy.py
_process_helpers.py test: count a zombie grandchild as gone in the migrate deploy timeout test (#42570) 2026-09-22 14:59:26 -07:00
_vcr_conftest_common.py fix(tests): stop VCR recording and replaying a test's own localhost upstream (#43346) 2026-09-26 15:49:39 -07:00
_vcr_redis_persister.py
_wait_helpers.py
_ws_vcr.py
AGENTS.md test(e2e): move the harness self-tests out of tests/e2e (#45172) 2026-10-07 22:20:02 +00:00
capturing_transport.py test(vcr): guard leaked cassette patches and make injected-transport embedding tests immune (#42542) 2026-09-22 14:20:18 -07:00
eval_swe_bench.py
fake_openai_endpoint.py
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
pyrightconfig.json
README.MD test: finish the non-proxy half of tests/test_litellm (#43281) 2026-09-25 22:43:41 -07:00
test_debug_warning.py
test_keys.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_litellm_proxy_responses_config.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_logging.conf
test_models.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_new_vector_store_endpoints.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_openai_endpoints.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_proxy_server_non_root.py
test_rust_python_harness.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_service_logger_otel.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_spend_logs.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
test_team_logging.py fix(security): remove the publicly known master key from the repo (#44718) 2026-10-06 10:55:24 -07:00
test_users.py test: move 76 live top-level tests to offline unit and integration coverage (#45352) 2026-10-08 10:33:35 -07:00
white_100x100.png test: stop CI tests from downloading tokenizer files and images (#43257) 2026-09-25 19:27:48 -07:00

README.MD

In total litellm runs 1000+ tests

[02/20/2025] Update:

To make it easier to contribute and map what behavior is tested,

we've started mapping the litellm directory in tests/unit

This folder can only run mock tests.