litellm/tests/unit/caching
devin-ai-integration[bot] 77fc3315e5
fix(caching): skip the cache past max_messages and keep tool_result text in semantic prompts (#43878)
* fix(caching): keep tool calls and tool results in semantic cache prompts

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(caching): keep semantic tool prompt helpers within lint budgets

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(caching): keep structured function_call_output text in semantic prompts

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(caching): split Responses text-field collection to stay within complexity budget

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(caching): tag each tool result with the position of the call it answers

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(caching): encode tool result position and output together so tool text cannot forge result tags

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(caching): expect encoded tool result record in qdrant semantic prompt parity case

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(caching): cover tool result arrangements, SDK clients, concurrency and qdrant outage for semantic cache

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* feat(caching): embed every semantic cache prompt field except volatile ones

Replace the per-shape allowlist in the Python and Rust semantic cache prompt
walkers with one include-by-default walker. Plain text keeps its old
concatenation; any other block or message is embedded as compact JSON with
call ids mapped to ordinals, cache_control dropped, and signatures, encrypted
content and base64 data replaced with a short sha256 digest.

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(code-quality): allow the bounded semantic cache prompt walkers in the recursion check

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(rust): expect structured JSON for unknown fields in redis and valkey semantic prompts

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* Revert "test(rust): expect structured JSON for unknown fields in redis and valkey semantic prompts"

This reverts commit 86c82b949b.

* Revert "test(code-quality): allow the bounded semantic cache prompt walkers in the recursion check"

This reverts commit 39efb5d9da.

* Revert "feat(caching): embed every semantic cache prompt field except volatile ones"

This reverts commit 5aed3ab3de.

* refactor(caching): rename get_str_from_messages_with_tools to get_semantic_cache_prompt_from_messages

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(caching): split semantic cache prompt extraction by API format

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(caching): drop TypeIs guard and register Responses prompt walker with the recursion check

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(caching): pick the Responses text field without a Final inside a loop

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(caching): walk semantic cache prompts as plain dicts, dumping pydantic items once up front

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(caching): write the semantic cache prompt builders as plain loops

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(caching): skip the cache past max_messages and keep tool_result text in semantic prompts

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(caching): drop formatting-only churn from the redis semantic cache tests

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* ci(integration): drop the caching group wiring that main already carries

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(caching): recurse into tool_result content in the semantic cache prompt helper

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(integration): check the max_messages cap on the shared exact-cache proxy

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(caching): read list-form function_call_output text in semantic cache prompts

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* refactor(caching): extract nested Responses input lookup to keep walker under complexity limit

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* Revert "refactor(caching): extract nested Responses input lookup to keep walker under complexity limit"

This reverts commit 0665296bf1.

* style(caching): suppress C901 on the Responses input walker instead of splitting it

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: kerry <kerry@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-10-07 17:32:39 +00:00
..
__init__.py ci: move caching, proxy-extras, gateway and enterprise tests into tests/unit and run them from litellm-tests (#42902) 2026-09-24 15:49:59 -07:00
test_azure_blob_cache.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_cache_preset_key.py ci: move caching, proxy-extras, gateway and enterprise tests into tests/unit and run them from litellm-tests (#42902) 2026-09-24 15:49:59 -07:00
test_caching.py fix(caching): skip the cache past max_messages and keep tool_result text in semantic prompts (#43878) 2026-10-07 17:32:39 +00:00
test_caching_handler.py refactor: expose public hidden_params accessors (#44668) 2026-10-07 00:01:33 -07:00
test_check_and_fix_namespace_none_guard.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_disk_cache.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_dual_cache.py ci(circleci): test Redis behavior against local Redis and print short tracebacks (#44062) 2026-10-01 13:00:54 -07:00
test_embedding_router.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_evicted_client_closer.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_gcs_cache.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
test_in_memory_cache.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_llm_caching_handler.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
test_llm_client_cache_e2e.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_qdrant_semantic_cache.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
test_redis_batch.py fix(otel): nest cache spans under their operation and name service spans by purpose (#44150) 2026-10-03 09:20:27 -07:00
test_redis_cache.py fix(otel): nest cache spans under their operation and name service spans by purpose (#44150) 2026-10-03 09:20:27 -07:00
test_redis_cluster_cache.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_redis_cluster_node_isolation.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_redis_connection_pool.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_redis_semantic_cache.py fix(caching): skip the cache past max_messages and keep tool_result text in semantic prompts (#43878) 2026-10-07 17:32:39 +00:00
test_request_redis_batch_post_call.py fix(otel): nest cache spans under their operation and name service spans by purpose (#44150) 2026-10-03 09:20:27 -07:00
test_request_redis_batch_pre_call.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
test_responses_stream_cache_keys.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
test_s3_cache.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
test_unit_test_caching.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
test_valkey_semantic_cache.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