litellm/tests/unit/integrations
Devon Krisman 953750ed41
fix(websearch-interception)!: stream native server-tool blocks to clients (#40967)
* fix(websearch-interception): stream native server-tool blocks to clients

Streaming native clients (Anthropic SDK, Claude Desktop, Claude Code)
never received the server_tool_use and web_search_tool_result blocks the
interception layer builds for them, so citation panels stayed empty and
result counts read zero. Two gaps in the same flow:

FakeAnthropicMessagesStreamIterator._create_content_block_chunks only
knew text, thinking, redacted_thinking and tool_use; any other block
type emitted a bare content_block_stop with no start and no payload,
silently dropping the block from the fake stream. server_tool_use now
streams as content_block_start plus input_json_delta and any other
server-generated block rides whole in content_block_start, matching
Anthropic's native streaming of these types.

try_short_circuit_search only recognized a native client by finding a
web_search_* tool in the tools list, but the pre-request and deployment
hooks convert that tool to the LiteLLM standard shape before the
short-circuit runs, recording the conversion in
WEBSEARCH_EMIT_NATIVE_BLOCKS_KEY. The flag now counts as native too, so
the synthetic response carries the native blocks on the converted path
instead of only when hook ordering happens to leave the tool untouched.

Fixes #35333

* fix(anthropic): accept server_tool_use and web_search_tool_result blocks when costing a /v1/messages response

The short-circuit now returns native web search blocks, and the cost path validated the served body against a content union that only allowed text, tool_use and thinking blocks, so non-streaming requests answered 500

* fix(anthropic): keep every server_tool_use field when re-streaming a /v1/messages reply

* fix(anthropic): keep tool_use fields, redacted thinking data and text citations when re-streaming a /v1/messages reply

* test(websearch-interception): build the cost test's logging object with a datetime start time

* fix(websearch-interception): send search snippets once in the direct search answer

* fix(guardrails): mask web search queries, titles and urls on /v1/messages and deliver stream rewrites past server_tool_use blocks

Output guardrails now scan the native web search blocks the short-circuit emits, ahead of the reply text so guardrails that read the last text still scan the reply. A guardrail reply of a different length falls back to the reply-only write-back. Ended-stream tool call rewrites land on server_tool_use blocks too, the ended-stream scan key covers the result strings, and legacy-hook pipeline steps pass through the result strings their response view lacks. The wire test reads the streamed server_tool_use input from its input_json_delta.

* fix(guardrails): deliver a legacy post-call hook's tool-call rewrites on streams instead of discarding the stream rewrite

A legacy hook that masked a tool call's arguments on a buffered stream made the whole
rewrite undeliverable, text included, so the original stream went out. With web search
blocks in the stream that now hit any hook masking the search query. The adapter hands
same-count tool-call rewrites to the translation's write-back, as a unified guardrail's
already are, and still discards a rewrite that adds or drops a tool call.

* fix(guardrails): show a legacy post-call hook the web search result blocks of a /v1/messages stream

The legacy hook's view of a buffered Anthropic stream is rebuilt from the assembled
ModelResponse, which keeps web_search_tool_result blocks only in provider-specific
fields, so a hook masking result titles on a stream never saw them. The hook's view now
carries those blocks, its rewrite of them goes back through the ended-stream write-back,
and the adapter no longer needs to pass texts outside the hook's view through untouched.

* test(guardrails): type the legacy hook stream test helpers

* fix(guardrails): scan a streamed web search query as text like the non-streaming reply

* test(guardrails): type the masking guardrail test helpers

* fix(guardrails): keep the block id when scanning a streamed web search query

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-10-30 00:06:57 -07:00
..
arize refactor(types): replace Any with proven types in 21 files (#48921) 2026-10-29 18:43:24 -07:00
azure_storage feat(azure_storage): upload audit logs to Azure Storage via audit_log_callbacks (#43838) 2026-10-10 14:48:56 -07:00
bitbucket test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
clickhouse fix(proxy): honor disable_end_user_cost_tracking in spend logs and end-user tables (#40945) 2026-10-15 21:48:20 +00:00
cloudzero test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
code_interpreter_interception fix(websearch_interception): drop stream_options when forcing stream=False and replay it on the final stream (#45433) 2026-10-09 22:16:02 -07:00
compression_interception 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
datadog fix(logging): mark mirrored silent_model calls with is_silent_experiment in spend logs (#48888) 2026-10-29 05:12:50 -07:00
dotprompt refactor(typing): clear 1181 basedpyright Any errors across 431 files (#47789) 2026-10-24 11:31:09 -07:00
focus chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
gcs_bucket fix(security)!: build proxy-only failure logs from an allowlist and drop caller guardrail info (#48599) 2026-10-27 12:40:59 -07:00
gcs_pubsub fix(proxy): attribute retry attempt spend rows to their deployment and keep them out of daily request counts (#47658) 2026-10-20 23:33:01 +00:00
generic_api fix: cap cold MCP schema workers at usable CPUs and deflake wall-clock unit tests (#45791) 2026-10-15 00:47:59 -07:00
gitlab refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
helicone test: add __init__.py to migrated tests/unit packages 2026-09-20 11:53:49 +00:00
langfuse fix: cap cold MCP schema workers at usable CPUs and deflake wall-clock unit tests (#45791) 2026-10-15 00:47:59 -07:00
levo test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
litellm_agent test(unit): make every tests/unit directory a package so pytest collection is unique 2026-09-20 11:50:59 +00:00
mavvrik_focus refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
newrelic refactor(typing): clear 1181 basedpyright Any errors across 431 files (#47789) 2026-10-24 11:31:09 -07:00
open_telemetry fix(otel): put the error message on every failed span status (#44185) 2026-10-20 06:35:47 +00:00
opik test(unit): wait on the work itself instead of fixed sleeps (#46261) 2026-10-13 12:41:06 -07:00
otel test(otel): give the Langfuse destination tests the otel callback's stdout exporter (#49129) 2026-10-29 14:47:51 -07:00
pointfive chore(lint): remove the LIT002 mutable-construction rule (#43971) 2026-10-01 12:24:02 -07:00
SlackAlerting refactor(router): move router callers onto the entry points and invert the proxy imports (#48847) 2026-10-29 17:26:33 +00:00
ternary feat(focus): add ternary destination for FOCUS export (#46106) 2026-10-12 22:52:40 -07:00
vantage chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
vector_store_integrations test: migrate SDK and proxy-booting legacy CircleCI tests to their tiers (#45758) 2026-10-11 00:17:21 -07:00
websearch_interception fix(websearch-interception)!: stream native server-tool blocks to clients (#40967) 2026-10-30 00:06:57 -07:00
zerobus test(zerobus): move tests into active CI selection (#43235) 2026-09-25 23:35:15 +00:00
__init__.py test: add __init__.py to migrated tests/unit packages 2026-09-20 11:53:49 +00:00
conftest.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
rubrik_test_helpers.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_adaptive_concurrency.py 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
test_agentops.py fix(caching): key cached async clients by a per-loop token instead of id(loop) (#48877) 2026-10-29 13:14:48 -07:00
test_anthropic_cache_control_hook.py fix(anthropic, bedrock)!: keep a redacted_thinking content item on every Claude route (#47489) 2026-10-20 15:00:31 +00:00
test_argilla.py chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
test_athina.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_azure_sentinel.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_braintrust_logging.py test: move routing, caching and callback tests out of local_testing (#45761) 2026-10-10 09:33:09 -07:00
test_braintrust_span_name.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_custom_callback_input.py test: move routing, caching and callback tests out of local_testing (#45761) 2026-10-10 09:33:09 -07:00
test_custom_guardrail.py fix(guardrails): record every content filter match in logging_only and offer the mode in the UI (#46673) 2026-10-16 00:37:03 -07:00
test_custom_guardrail_recursion.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_custom_logger.py test: move the unit half of 126 mixed legacy files into tests/unit (#45090) 2026-10-07 14:07:43 -07:00
test_custom_prompt_management.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_deepeval.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_galileo.py refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
test_guardrail_logging_sync.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_helicone.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_humanloop.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_langfuse.py fix(logging): mark mirrored silent_model calls with is_silent_experiment in spend logs (#48888) 2026-10-29 05:12:50 -07:00
test_langfuse_otel.py fix(otel)!: give key/team Langfuse destinations user, tags and session on OTel v2 without global Langfuse keys (#48718) 2026-10-29 12:19:08 -07:00
test_langsmith.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_langsmith_init.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_lunary.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_mlflow.py test(unit): wait on the work itself instead of fixed sleeps (#46261) 2026-10-13 12:41:06 -07:00
test_openmeter.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_opentelemetry.py fix(otel): label configured pass-through routes litellm.passthrough and read the operation from the upstream (#48675) 2026-10-28 10:48:34 -07:00
test_opentelemetry_dynamic_imports.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_opentelemetry_request_spans.py test: replace 61 live logging and otel tests with offline unit and integration coverage (#45362) 2026-10-08 15:55:57 -07:00
test_opik_utils.py refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
test_otel_guardrail_violation_spans.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_otel_team_attributes_matrix.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_posthog.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_prometheus_api_promql_escape.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_budget_metric_guard.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_budget_metrics_db_lookups.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_budget_metrics_timeout.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_cache_metrics.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_caller_identity.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_carried_budget_state.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_client_ip_user_agent.py feat(prometheus): expose per-project per-model rate limit allowed and used gauges (#43561) 2026-10-08 12:03:29 -05:00
test_prometheus_custom_metadata_label_counts.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_deployment_state_proxy_rejects.py fix(proxy)!: answer 400 for malformed tools on count_tokens instead of crashing (#46583) 2026-10-16 14:57:53 -07:00
test_prometheus_end_user_cardinality.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_input_sequence_length_label.py feat(ui): add auto-router usage and savings table (#45152) 2026-10-07 15:04:07 -07:00
test_prometheus_invalid_key_filtering.py fix(prometheus): count provider-side 401s in LLM failure and deployment metrics (#46668) 2026-10-26 17:57:06 -07:00
test_prometheus_labels.py fix(prometheus): preserve requested model after fallback (#45555) 2026-10-19 23:41:41 -07:00
test_prometheus_mcp_tool_metrics.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_media_generation_metrics.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_metric_name_consistency.py fix(proxy): cooldown errors carry 429, Sentry starts at boot without request bodies, tracing failures log at ERROR, exporter counters exported (#46344) 2026-10-16 00:53:52 +00:00
test_prometheus_metrics_endpoint.py test(unit): wait on the work itself instead of fixed sleeps (#46261) 2026-10-13 12:41:06 -07:00
test_prometheus_missing_metrics.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_none_metadata.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_overhead_with_guardrails.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_queue_guardrail_metrics.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_rate_limit_labels.py fix(prometheus): skip custom metadata labels a metric already carries (#46267) 2026-10-13 18:20:52 -07:00
test_prometheus_remaining_tokens_router_fallback.py refactor(router): move router callers onto the entry points and invert the proxy imports (#48847) 2026-10-29 17:26:33 +00:00
test_prometheus_requested_model_cardinality.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_series_cardinality.py feat(prometheus): cap series per metric for every labeled metric (#44420) 2026-10-06 01:28:44 +00:00
test_prometheus_service_tier_label.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_services.py test: move routing, caching and callback tests out of local_testing (#45761) 2026-10-10 09:33:09 -07:00
test_prometheus_spend_capture_rate.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_spend_logs_metadata.py fix(logging): mark mirrored silent_model calls with is_silent_experiment in spend logs (#48888) 2026-10-29 05:12:50 -07:00
test_prometheus_stream_label.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_token_detail_metrics.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_user_team_metrics.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prometheus_zero_cost_metric.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_prompt_manager_ssti.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
test_responses_background_cost.py fix(responses): send the billed background response cost to the creating key's and team's loggers (#47506) 2026-10-20 23:22:21 +00:00
test_rubrik.py feat(guardrails): honor litellm_params.timeout in every HTTP guardrail (#43134) 2026-09-30 21:18:47 -07:00
test_s3.py feat(s3_v2): add s3_partition_granularity option for hourly S3 folders (#43748) 2026-10-01 11:00:21 -07:00
test_s3_v2.py fix(s3): bound object key filenames (#40825) 2026-10-15 12:59:35 -07:00
test_shadow_eval_logger.py refactor(router): move router callers onto the entry points and invert the proxy imports (#48847) 2026-10-29 17:26:33 +00:00
test_sqs.py test: migrate SDK and proxy-booting legacy CircleCI tests to their tiers (#45758) 2026-10-11 00:17:21 -07:00
test_wandb.py test: move the unit half of 126 mixed legacy files into tests/unit (#45090) 2026-10-07 14:07:43 -07:00
test_weave_otel.py test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00