litellm/tests/test_litellm/proxy/spend_tracking
devin-ai-integration[bot] ae01882535
feat(proxy): offload spend tracking to a pod-local collector sidecar (#40545)
* feat(proxy): offload spend tracking to a pod-local spend worker sidecar

py-spy on the gateway showed the post-response _PROXY_track_cost_callback,
spend-log and DBSpendUpdateWriter work running on the inference workers'
event loop, so a DB or Redis stall backed up the request path.

When LITELLM_SPEND_WORKER_ENABLED=true, _ProxyDBLogger serializes one compact
typed SpendEvent per success and hands it to a SpendEventProducer that ships
it over a unix socket (default) or loopback-only TCP to a sidecar started as
`python -m gateway.spend_worker`. The sidecar runs the unchanged
_ProxyDBLogger pipeline against the pod's PgBouncer (pooled_database_url).
When the sidecar is unreachable, the buffer is full, or the gateway shuts
down with events still queued or in flight, the producer applies
LITELLM_SPEND_WORKER_ON_UNAVAILABLE (fallback in-process, or drop). The
sidecar half-closes producers on SIGTERM and drains, the producer treats
EOF as unavailable, and the gateway flushes buffered spend counters on
shutdown. The sidecar honors LITELLM_LOG so its writes are visible in its
own process log.

Helm: both charts gain an opt-in spend-worker sidecar container sharing an
emptyDir socket dir, and the componentized chart's HPA uses a
ContainerResource CPU metric scoped to the gateway container so sidecar
CPU does not drive inference scaling.

* feat(terraform): opt-in spend-worker sidecar for the AWS and GCP gateway stacks

Adds spend_worker_* inputs to both modules. On ECS Fargate the sidecar is a second, non-essential container in the gateway task; on Cloud Run it is a second container in the gateway service. Both listen on loopback TCP, share the gateway's DB/Redis/secret env, and set LITELLM_JOB_ROLE=spend_worker. Disabled by default. Plan-only tests cover both, and the terraform CI workflow now runs the gcp module too

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

* test(proxy): retrieve a completed batch in the in-process spend path test

The base now defers cost tracking for batches that are still in flight, so an in_progress batch never reaches update_database

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

* refactor(proxy): rename the spend worker sidecar to collector

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

* fix(proxy): run the collector from the installed litellm package and finish in-flight fallbacks on shutdown

The sidecar command becomes python -m litellm.proxy.collector so the classic image, whose runtime
stage copies only the installed package, can run it. The module now assembles DATABASE_URL and the
pod-local pgbouncer URL itself, replacing gateway/collector.py

The componentized collector sidecar inherits gateway.volumeMounts so custom CA mounts reach it.
SpendEventProducer shields an in-progress fallback from the writer task cancellation so close()
no longer loses an event already handed to the in-process pipeline

Helpers used across modules (address_argument, should_store_prompts_and_responses_in_spend_logs,
flush_spend_counters_on_shutdown) become public so the change adds no reportPrivateUsage errors

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

* ci(terraform): drop the gcp job duplicated by the aws/gcp matrix

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

* fix(collector): keep metrics env off the classic sidecar and reject shared loopback ports

The classic chart no longer hands PROMETHEUS_METRICS_PORT and the billing metrics env to the collector container, and gives it the same /.npm scratch mount as the proxy on a read-only root. AWS and GCP now refuse a plan where the spend collector and the metrics sidecar bind the same loopback port. A regression test drives a sidecar crash mid-stream on asyncio and uvloop and checks no event is billed by both the sidecar and the in-process fallback; the producer docstring spells out why a failed drain() cannot double count

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

* style(proxy): format pooled_database_url after the pgbouncer rebase

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

* fix(proxy): keep the cache-hit preset key and survive dead producers on collector drain

Cache hits updated the logging object after the early return, so the offloaded spend event carried
preset_cache_key=None and the collector re-hashed reconstructed kwargs. Also guard write_eof() against
producer transports uvloop already closed so one dead connection cannot abort the drain

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

* fix(terraform): keep the gcp collector port off the metrics sidecar health port

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

* fix(proxy): collector connects to Postgres directly under IAM or Entra token auth

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

* fix(proxy): mark the collector's DATABASE_URL as pooled when it uses the pod's pgbouncer

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

---------

Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-10 17:14:13 -07:00
..
test_budget_reservation.py feat(rust_bridge): count budget-check input tokens in Rust on all LLM routes (#40381) 2026-09-10 13:56:30 -07:00
test_budget_reservation_redis_failure.py perf(proxy): pipeline spend counter increments into one Redis call per request (#40371) 2026-09-09 10:35:50 -07:00
test_cloudzero_endpoints.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_compression_savings.py feat(spend): track prompt compression saved tokens in daily spend aggregates (#33810) 2026-07-18 17:47:54 -07:00
test_key_metadata_recovery.py fix(spend-tracking): bound the spend-log scan with a statement timeout and name only unanimous alias, team, and owner 2026-09-08 17:24:22 -07:00
test_ptu_feature_flag.py feat(ptu): gate PTU flat-cost attribution behind an opt-in env var (#36138) 2026-08-10 12:23:20 -07:00
test_ptu_flat_cost_rollup.py test(ptu): drop the assertion on the flag removed upstream 2026-08-23 10:02:41 +00:00
test_savings.py fix(spend): compare auto-router targets by deployment identity (#40206) 2026-09-07 23:29:42 -07:00
test_spend_event.py feat(proxy): offload spend tracking to a pod-local collector sidecar (#40545) 2026-09-10 17:14:13 -07:00
test_spend_event_producer.py feat(proxy): offload spend tracking to a pod-local collector sidecar (#40545) 2026-09-10 17:14:13 -07:00
test_spend_log_error_logger.py feat(spend-logs): opt-in suppression of stack traces in spend-tracking error logs 2026-05-02 00:44:34 +00:00
test_spend_management_endpoints.py Merge pull request #40604 from BerriAI/litellm_lit7490_classifier_audit 2026-09-10 15:48:05 -07:00
test_spend_query_optimization.py test(proxy): pass search=None in direct ui_view_spend_logs calls 2026-09-03 16:04:41 -07:00
test_spend_tracking_utils.py feat(proxy): offload spend tracking to a pod-local collector sidecar (#40545) 2026-09-10 17:14:13 -07:00