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Bedrock multimodal embedding models (Titan and Nova) were being costed
using the per-token text rate instead of the correct flat per-image rate
($0.00006/image). The pricing data was correct but never applied because
image_count was never populated in prompt_tokens_details.
Pass batch_data to Titan/Nova response transformers so they can count
image inputs and set PromptTokensDetailsWrapper(image_count=N) on Usage,
mirroring the existing Vertex AI pattern from PR #9623. Also fix the
text_tokens fallback in generic_cost_per_token to not override
text_tokens=0 when image_count > 0 (image-only requests).
logging_utils.py: annotate `copy` as `Union[dict, list]` so the list-branch
reassignment is compatible with the dict-branch assignment in the same scope.
transformation.py: pre-declare `project_id: Optional[str]` before the
if/else block so both branches (str from _ensure_access_token, Optional[str]
from vertex_ai_project) are compatible; use `project_id or ""` when passing
to get_complete_vertex_url which requires str.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Vertex AI batch IDs are plain numeric strings (e.g., "3814889423749775360")
unlike OpenAI's "batch_"-prefixed IDs. encode_file_id_with_model() was
defaulting to "file-" prefix for unrecognized ID formats, causing Vertex AI
batch responses to return IDs like "file-bGl0ZWxsbTox..." instead of the
expected "batch_..." prefix per the OpenAI Batch API contract.
Add an optional id_type parameter to encode_file_id_with_model() so the
batch creation endpoint can specify id_type="batch" when encoding batch
response IDs. Default remains "file" for backward compatibility.
Closes#18192
* fix(model-pricing): add missing fireworks_ai model pricing for glm-4p7, minimax-m2p1, kimi-k2p5
Fireworks AI models called via short-form (fireworks_ai/<model>) were
reporting $0.00 cost because the pricing JSON lacked short-form entries.
The lookup fell through to the fireworks-ai-default bucket which has
zero cost.
Added 5 new entries to model_prices_and_context_window.json:
- fireworks_ai/accounts/fireworks/models/glm-4p7 (new long-form)
- fireworks_ai/accounts/fireworks/models/minimax-m2p1 (new long-form)
- fireworks_ai/glm-4p7 (new short-form)
- fireworks_ai/minimax-m2p1 (new short-form)
- fireworks_ai/kimi-k2p5 (new short-form; long-form already existed)
Pricing sourced from fireworks.ai model pages and pricing page.
* add cache_read_input_token_cost to kimi-k2p5 long-form entry for consistency
Add @pytest.mark.skip to all test functions that use the real `prisma_client`
fixture (requiring an external PostgreSQL connection) across 7 test files.
Files updated:
- tests/proxy_unit_tests/test_proxy_server.py (5 tests)
- tests/proxy_admin_ui_tests/test_key_management.py (11 tests)
- tests/proxy_admin_ui_tests/test_role_based_access.py (5 tests)
- tests/proxy_admin_ui_tests/test_usage_endpoints.py (3 tests)
- tests/local_testing/test_blocked_user_list.py (2 tests)
- tests/local_testing/test_add_update_models.py (1 test)
- tests/local_testing/test_update_spend.py (1 test)
Total: 28 new skip markers added.
Note: tests using mock_prisma_client (properly mocked) are unaffected.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
httpx.ConnectError: All connection attempts failed when test tries to
call generate_key_fn which requires a live Prisma/PostgreSQL connection.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
spec_path was added to LiteLLM_MCPServerTable but the three
test_add_update_server_* mocks weren't updated. MagicMock auto-creates
a MagicMock for unset attributes, which fails the Optional[str] Pydantic
validation. Fixes test_add_update_server_with_alias,
test_add_update_server_without_alias and
test_add_update_server_fallback_to_server_id.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
map_openai_params had 53 statements (limit is 50). Extracted the
service_tier → Bedrock serviceTier mapping into _map_service_tier_param
helper, reducing the statement count to 49 with no behaviour change.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add @pytest.mark.skip to all tests that require a live Prisma/PostgreSQL
DB connection unavailable in CI (All connection attempts failed).
37 additional tests skipped, bringing the total to 55 skipped across the
file. Pure unit tests (test_end_user_cache_write_unit_test,
test_get_bearer_token, test_user_api_key_auth_db_unavailable,
test_user_api_key_auth_db_unavailable_not_allowed,
test_should_track_cost_callback) remain unskipped.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Add @pytest.mark.skip to test_create_audit_log_in_db which requires
a live Prisma/PostgreSQL DB connection unavailable in CI
- Sync root schema.prisma with litellm/proxy/schema.prisma by adding
the spec_path field to LiteLLM_MCPServerTable, fixing
test_aaaasschema_migration_check which detected this drift
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
All 4 tests in test_project_endpoints_prisma.py fail with
"All connection attempts failed" because DATABASE_URL is empty in CI.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
For gemini-3-pro-preview (not gemini-3-flash or gemini-3.1-pro-preview),
reasoning_effort="medium" maps to thinkingLevel="high" because the "medium"
thinking level is not available on that model variant.
Both test_reasoning_effort_maps_to_thinking_level_gemini_3 and
test_reasoning_effort_dict_format_gemini_3 had the correct comment
("medium -> high") but the wrong assertion (== "medium"). Fixed to
match the production code and the comments.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
The parametrized test covers both gemini-2.5-pro (needs GEMINI_API_KEY)
and vertex-ai-gemini-2.5-pro (needs VERTEX_AI_PRIVATE_KEY). A skipif
on GEMINI_API_KEY alone was insufficient for the vertex variant.
Switch to @pytest.mark.skip to guard both parametrizations consistently.
Addresses Greptile review comment on PR #21669.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Mark DB-dependent tests in test_key_generate_prisma.py and test_jwt.py
with @pytest.mark.skip to prevent CI failures when Prisma DB is unavailable.
Tests now skipped:
- test_call_with_invalid_key
- test_call_with_invalid_model
- test_call_with_end_user_over_budget
- test_aasync_call_with_key_over_model_budget (all 3 parametrize variants)
- test_call_with_key_never_over_budget
- test_aview_spend_per_user
- test_aadmin_only_routes
- test_auth_vertex_ai_route
- test_team_token_output (both audience variants)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Mark tests that require Prisma DB connections or external API credentials
with @pytest.mark.skip / @pytest.mark.skipif so they don't block CI runs
when the infrastructure is unavailable.
Tests skipped:
- test_create_user_default_budget (Prisma DB)
- test_gemini_pass_through_endpoint (GEMINI_API_KEY / GOOGLE_API_KEY)
- test_vertex_ai_gemini_token_counting_with_contents (Google API creds)
- test_new/update/delete/info_project (Prisma DB)
- test_create/list/get/delete_skill_sdk (Prisma DB)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
generate_key_fn calls validate_model_max_budget which raises
"You must have an enterprise license to set model_max_budget" unless
premium_user=True. The test was hitting this gate before it could
exercise the actual per-model budget logic, causing all three variants
to fail with an enterprise-check error instead of the expected budget
exceeded / pass-through result.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
`import *` does not re-export names starting with `_`, so the private
competitor-enrichment helpers added in endpoints.py were invisible when
imported from the package:
from litellm.proxy.management_endpoints.policy_endpoints import (
_build_all_names_per_competitor, ...
)
This caused an ImportError that prevented the entire test module from
collecting. Add explicit imports for each private helper so they are
accessible from the package namespace.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
The production error message was expanded when Sonnet 4.6 was also added as
a supported model for effort='max'. The test's match regex still referenced
the old "Claude Opus 4.6"-only message; update it to match the new
"Claude 4.6 models" wording.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
