litellm/tests/integration/spend
devin-ai-integration[bot] fbc2e358bc
fix(responses): bill a background response once, on the first read or poll that sees it finished (#45703)
* fix(responses): bill a background response once, from the poll job

Reading a completed background response with GET /v1/responses/{id} wrote a
full-cost spend row on every read, on top of the row the background cost poll
writes. Reads of a Responses object (GET, DELETE, cancel) now never bill, and
the poll job is the single biller.

The poll job now bills with the creating request's attribution (key hash, team,
org, user, aliases, tags) read off the managed object row, through a helper it
shares with the batch cost poll. The background create persists the creating
key and request tags so that attribution survives until the poll runs.

* test(proxy): a background response read reports zero cost

* fix(responses): bill a background response once, on the first read or poll that sees it finished

A conditional update moves the stored row out of queued or in_progress so only one worker or pod bills it, through one re-read stamped with the creator's attribution. A failed billing read puts the row back for the next poll

* fix(responses): keep the caller's response id out of the billing failure warning

* fix(responses): keep the creating client's User-Agent tags on the one background charge

* fix(responses): keep managed background reads free and bill each response once

The managed files hook marks reads and cancels of proxy-issued response ids, so only those stay free. SDK and database-less reads of a background response still bill, extra_body background creates are tracked, and the poll's status read no longer cools down a deployment on a 404.

* fix(responses): bill finished background responses from the fetched body and store rows Postgres accepts

* fix(responses): give the background billing event its own spend log row and bill responses the create left untracked

* fix(responses): narrow the managed files hook with a protocol instead of an enterprise import

* fix(responses): leave a read the caller retargets with client-side credentials to the cost poll

* fix(responses): bill background responses on the creator's end user and report the charge on the settling read

The read that settles the bill returns the charge in x-litellm-response-cost, the billed event
carries the creator's end user and the key, team, and user budget fields, and its spend row is
named after the id the client got. Override reads, cancels, and deletes settle from the
configured deployment, a streamed create marks its row billed, stored rows keep no model
output, and model insights counts the billed row's spend without a request.

* test(responses): cover background response billing across proxies, reads and chaos

* fix(responses): settle background billing only for callers allowed to address the response

A delete now settles the bill only after the response id access check passes, a streamed
create is marked billed when it sets background inside extra_body or its completed event
arrives after the last chunk, the billing event keeps the deployment's litellm_params
base_model, a key with no user and no team bills no user instead of its owner scope, and the
enterprise cost check import is optional

* fix(responses): record the bound on the pending status IN filters

* fix(responses): send the billed cost split on the settling read and keep the batch cost event as it was

The read that settles a background response now sends the whole cost header
family from the billed event, so the breakdown headers add up to the charge.
Batch cost events go back to main's attribution (creator id as the user, no
budget fields); only background responses get the end user and budgets.

Integration tests expect the charge on the settling read (or none when the
poll billed first), one charge for a streamed create, and SDK flows that poll
with the id each read returns.

* fix(responses): bill each background response once across upgrades, streams, and failed settles

Rows stored before this billing model are found by the issued id and rekeyed by the
provider id, and the cost poll retires one a read already billed. A streamed background
create is free on its own and bills the finished response through the same managed row
before the client sees response.completed, so a racing read cannot bill it again. A
settle that fails retries in the background, a retargeted read with no row tracks and
bills from the configured deployment, and a delete keeps its billed cost header.
Reverts the unrelated json.dumps narrowing in the completion transformation.

* fix(responses): bill cache-polled background streams and match poll rows by the issued id

* test(responses): cover deletes, failed settles, budgets, base models, and cache-polled background billing

Adds integration cells for the background response billing paths the audit
inventory lists: a DELETE that settles the bill and refuses a stranger, a
settle the database refuses that retries once it recovers, the Prometheus
remaining budget, base_model pricing from model_info and litellm_params, the
daily model usage rollup, the end user, the settling read's cost split, stored
rows without model output, a forged managed marker on the create, streamed
creates with background in extra_body, and the cache-polled create

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-10-15 11:00:14 -07:00
..
fixtures refactor(repositories): daily activity repository with centralized bounded usage queries (#43398) 2026-10-01 16:02:01 -07:00
golden feat(proxy): bounded daily activity routes for all usage entities (#43408) 2026-10-01 16:57:23 -07:00
__init__.py test: migrate tests/proxy_behavior into integration and unit tiers (#45939) 2026-10-11 08:28:42 -07:00
_background_responses.py fix(responses): bill a background response once, on the first read or poll that sees it finished (#45703) 2026-10-15 11:00:14 -07:00
_daily_activity_fixtures.py feat(usage): add top users by spend and user activity views (#45310) 2026-10-10 12:21:43 -07:00
test_agent_spend.py test(integration): cover agents_a2a endpoint contracts (#44650) 2026-10-14 03:40:07 +00:00
test_autorouter_session_rollup.py test: migrate tests/proxy_behavior into integration and unit tiers (#45939) 2026-10-11 08:28:42 -07:00
test_background_interaction_settlement.py test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -07:00
test_background_response_billed_once.py fix(responses): bill a background response once, on the first read or poll that sees it finished (#45703) 2026-10-15 11:00:14 -07:00
test_background_response_billing_proxies.py fix(responses): bill a background response once, on the first read or poll that sees it finished (#45703) 2026-10-15 11:00:14 -07:00
test_background_response_poll_retirement.py fix(responses): bill a background response once, on the first read or poll that sees it finished (#45703) 2026-10-15 11:00:14 -07:00
test_baseline_accounting.py test: migrate tests/proxy_behavior into integration and unit tiers (#45939) 2026-10-11 08:28:42 -07:00
test_batch_completion_accounting.py feat(spend_logs): configure which metadata fields are stored in LiteLLM_SpendLogs (#44659) 2026-10-08 14:51:44 -07:00
test_batch_enqueued_tokens_redis_lua.py test(proxy): migrate DB and Redis backed proxy tests into tests/integration (#43996) 2026-10-01 09:23:36 -07:00
test_batch_observability.py test(integration): regression tests for August cost tracking and budgeting bugs (#42622) 2026-09-23 04:13:03 +00:00
test_batch_poll_starvation.py test(integration): regression tests for August cost tracking and budgeting bugs (#42622) 2026-09-23 04:13:03 +00:00
test_budget_limit_envelopes.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_cache_activity.py fix(proxy): scope /global/activity/cache_hits analytics to the caller's own and permitted-team logs (#46210) 2026-10-14 10:01:21 +02:00
test_cache_and_quota.py fix(cache): keep cache hits free of unset fields, and follow intentional behavior changes in CircleCI suites (#46359) 2026-10-14 08:56:05 -07:00
test_chaos_burst_spend_once.py refactor(types): replace Any with proven types in 7 files (#43704) 2026-09-29 06:12:58 -07:00
test_container_spend.py test(integration): cover videos_containers endpoint contracts (#44691) 2026-10-14 03:49:01 +00:00
test_daily_activity_aggregated_breakdowns.py refactor(repositories): daily activity repository with centralized bounded usage queries (#43398) 2026-10-01 16:02:01 -07:00
test_daily_activity_key_alias_probes.py test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -07:00
test_daily_activity_key_metadata_query_timeout.py test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -07:00
test_daily_activity_key_owner.py fix(proxy): recover session key owners from daily spend for usage attribution (#43642) 2026-09-29 15:36:09 -07:00
test_daily_activity_key_owner_faults.py test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -07:00
test_daily_activity_key_owner_traffic.py fix(proxy): look up hashed key names with two spend log rows per key (#43656) 2026-09-29 20:21:55 -07:00
test_daily_activity_repository.py feat(usage): add top users by spend and user activity views (#45310) 2026-10-10 12:21:43 -07:00
test_daily_activity_routes.py test(integration): cover prompts_tags_caching endpoint contracts (#44686) 2026-10-14 04:10:31 +00:00
test_daily_rollup_retry.py test(integration): add read-replica routing harness to the CircleCI integration suite (#42692) 2026-09-24 00:25:03 -07:00
test_daily_tag_spend_retention.py test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -07:00
test_disconnected_bedrock_messages_stream_billing.py test(integration): regression tests for August cost tracking and budgeting bugs (#42622) 2026-09-23 04:13:03 +00:00
test_end_user_budget_enforcement.py test(integration): cover orgs_users_customers endpoint contracts (#44725) 2026-10-14 07:38:06 +00:00
test_end_user_spend_without_proxy_user.py test(integration): cover orgs_users_customers endpoint contracts (#44725) 2026-10-14 07:38:06 +00:00
test_expired_ui_session_failure_rows.py fix(proxy): skip failure rows for expired Admin UI session keys on dashboard info routes (#45881) 2026-10-12 13:56:05 -07:00
test_failed_dispatch_tokens.py test(integration): regression tests for August cost tracking and budgeting bugs (#42622) 2026-09-23 04:13:03 +00:00
test_filtered_ledger.py test: add extension and browser integration contracts 2026-09-16 13:15:53 -07:00
test_global_spend_report.py test(integration): move legacy proxy, router and Redis tests into tests/integration (#44128) 2026-10-01 23:00:54 -07:00
test_global_spend_reset.py test(integration): cover budgets_spend endpoint contracts (#44736) 2026-10-14 06:58:22 +00:00
test_google_genai_native_spend.py test(integration): cover google_genai endpoint contracts (#44680) 2026-10-14 04:01:35 +00:00
test_image_generation_key_spend.py test(integration): move legacy proxy, router and Redis tests into tests/integration (#44128) 2026-10-01 23:00:54 -07:00
test_key_budget_lockout.py test(integration): cover keys_auth endpoint contracts (#44674) 2026-10-14 07:12:28 +00:00
test_key_metadata_recovery_dropped_connection.py fix(spend-tracking): stop caching failed spend-log metadata lookups as confirmed misses (#43560) 2026-10-05 22:36:25 +00:00
test_key_metadata_recovery_probe_bounds.py fix(proxy-extras): build the SpendLogs indexes in the migration job instead of in migrations (#43948) 2026-10-01 14:12:22 -07:00
test_legacy_spend_logs_row_cap.py test(integration): regression tests for July cost tracking, budgeting and spend bugs (#42694) 2026-09-23 09:51:56 -07:00
test_messages_stream_usage_cost.py test(integration): regression tests for July cost tracking, budgeting and spend bugs (#42694) 2026-09-23 09:51:56 -07:00
test_model_router_selected_model.py test(integration): regression tests for August cost tracking and budgeting bugs (#42622) 2026-09-23 04:13:03 +00:00
test_normalized_error_long_message.py test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -07:00
test_org_budget_cli_session_token.py test(integration): regression tests for August cost tracking and budgeting bugs (#42622) 2026-09-23 04:13:03 +00:00
test_passthrough_budget_reservation.py test(integration): regression tests for August cost tracking and budgeting bugs (#42622) 2026-09-23 04:13:03 +00:00
test_passthrough_request_tags.py test(integration): cover pass_through endpoint contracts (#44690) 2026-10-14 07:38:17 +00:00
test_prompt_caching_requests_pagination.py test(proxy): migrate DB and Redis backed proxy tests into tests/integration (#43996) 2026-10-01 09:23:36 -07:00
test_redis_ttl_preserving_token_increment.py refactor(proxy): expose public names for private proxy helpers (#45170) 2026-10-07 18:59:27 -07:00
test_requester_ip_address_logging.py feat(proxy): general_settings.disable_requester_ip_address_logging keeps caller IP out of spend logs (#45804) 2026-10-14 18:16:40 -07:00
test_reset_budget_leader_election.py test(integration): regression tests for July cost tracking, budgeting and spend bugs (#42694) 2026-09-23 09:51:56 -07:00
test_responses_bridge_spend_once.py fix(logging): log spend once for large non-streaming requests on the chat to Responses bridge (#44508) 2026-10-06 21:23:19 +00:00
test_responses_cache_write_itemization.py test(integration): regression tests for July cost tracking, budgeting and spend bugs (#42694) 2026-09-23 09:51:56 -07:00
test_roi_branch_spend.py fix(caching): key response cache by router model group in litellm_metadata (#44542) 2026-10-05 17:06:21 +00:00
test_scoped_spend_reports.py test(integration): cover budgets_spend endpoint contracts (#44736) 2026-10-14 06:58:22 +00:00
test_service_tier_stream_billing.py fix(streaming): keep the served service_tier on streamed chunks and spend rows (#42870) 2026-09-29 12:54:17 -07:00
test_session_total_spend.py test(integration): regression tests for July cost tracking, budgeting and spend bugs (#42694) 2026-09-23 09:51:56 -07:00
test_shutdown_flush.py test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -07:00
test_spend_attribution_contracts.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_calculate.py fix(pricing): drop the unpublished cached rate from the Gemini Live preview entries (#42651) 2026-09-22 20:35:34 -07:00
test_spend_capture_rate_captured_spend.py test(proxy): migrate DB and Redis backed proxy tests into tests/integration (#43996) 2026-10-01 09:23:36 -07:00
test_spend_log_read_scope.py test(integration): cover budgets_spend endpoint contracts (#44736) 2026-10-14 06:58:22 +00:00
test_spend_log_tool_payload_content.py test(integration): cut CircleCI proxy boot time with concurrent worker stacks and single-worker test proxies (#46037) 2026-10-12 09:48:42 -07:00
test_spend_log_write_batching.py test(integration): regression tests for July cost tracking, budgeting and spend bugs (#42694) 2026-09-23 09:51:56 -07:00
test_spend_logs_metadata_fields.py feat(spend_logs): configure which metadata fields are stored in LiteLLM_SpendLogs (#44659) 2026-10-08 14:51:44 -07:00
test_spend_rollup_accuracy.py test(integration): move legacy proxy, router and Redis tests into tests/integration (#44128) 2026-10-01 23:00:54 -07:00
test_stream_alias_billing.py fix(proxy): stamp the client alias on a copy of each streamed chunk so pricing sees the deployment model (#44341) 2026-10-03 06:44:52 +00:00
test_tag_budget_enforcement.py test(integration): cover prompts_tags_caching endpoint contracts (#44686) 2026-10-14 04:10:31 +00:00
test_team_budget_enforcement.py test(integration): move legacy proxy, router and Redis tests into tests/integration (#44128) 2026-10-01 23:00:54 -07:00
test_team_daily_activity_aggregated.py test(integration): regression tests for August cost tracking and budgeting bugs (#42622) 2026-09-23 04:13:03 +00:00
test_team_member_budget_alerts.py feat(proxy): email alerts at configured percentages of a team member budget (#42665) 2026-09-26 02:42:45 +00:00
test_team_member_spend.py test(integration): cover teams endpoint contracts (#44705) 2026-10-14 06:29:20 +00:00
test_team_member_spend_flush.py fix(proxy): pass team member spend rows as jsonb so a $0 flush cannot poison the pool connection (#43029) 2026-09-24 20:44:56 +00:00
test_user_budget_on_team_keys.py test(integration): regression tests for July cost tracking, budgeting and spend bugs (#42694) 2026-09-23 09:51:56 -07:00
test_vertex_image_regional_uplift.py test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -07:00
test_vertex_regional_uplift_spend.py fix(vertex_ai): add regional endpoint uplift to gemini-3.1-flash-image (#44673) 2026-10-05 21:00:22 -07:00