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litellm/litellm/integrations
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devin-ai-integration[bot] 191305e6d4
feat(integrations): add Databricks Zerobus trace logging callback (#42013) 
* feat(integrations): add Databricks Zerobus trace logging callback

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

* test(zerobus): escape regex in pytest.raises match

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

* test(zerobus): use unique test module basenames

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

* fix(zerobus): hold the queue cap while an insert is in flight

Rows arriving during a slow insert are dropped once the queue is at
max_queue_size, since trimming the head would corrupt the in-flight batch.
Test fakes are typed and record calls as frozen dataclasses; the
litellm_logging init and reuse branches are covered.

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

* test(zerobus): type the row payload and dashboard config helpers

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

* test(zerobus): assert the trace row survives a JSON round trip

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

* fix(zerobus): keep the client secret and access token out of dataclass reprs

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>
2026-09-25 15:29:23 -07:00
..
_types style: unify ruff format width on 120 (#31518) 2026-06-27 12:39:29 -07:00
agentops feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
arize refactor: daily fresh tech debt cleanup, rolling PR (#42710) 2026-09-24 04:17:23 -07:00
azure_sentinel chore(lint): bring ANN202 and BLE001 back under the strict-rule budget 2026-09-09 12:34:08 -07:00
azure_storage fix(azure): restrict the storage credential chain to deployment identities (#39637) 2026-09-03 18:29:32 -07:00
bitbucket docs: stop advertising sk-1234 as the master key in shipped configs and examples 2026-09-19 12:59:48 -07:00
cloudzero fix(cloudzero): preserve late resource tags (#39873) 2026-09-05 12:10:05 -07:00
code_interpreter_interception Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_daily_any_cleanup_08_04_2026 2026-08-05 12:13:11 -07:00
compression_interception fix(proxy): run the remaining inline token counts off the event loop 2026-09-08 18:42:38 +00:00
datadog fix(types): blank non-string datadog tool text fields, look the spend table up by name 2026-09-21 14:10:09 -07:00
deepeval feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
dotprompt refactor(typing): replace Any with proven types in 89 more backend files 2026-09-02 23:08:42 +00:00
email_templates fix(email): stop duplicate legacy invitation email and fix its onboarding link (#36455) 2026-08-10 23:26:27 -07:00
focus Merge remote-tracking branch 'origin/main' into litellm_decrease_anys_opus5_r5 2026-09-21 12:57:38 -07:00
gcs_bucket perf: defer fastapi and tiktoken BPE imports out of import litellm 2026-09-17 08:59:48 +00:00
gcs_pubsub feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
generic_api chore(typing): clear 1.6k basedpyright Any errors across 56 files 2026-08-11 06:47:39 -07:00
generic_prompt_management refactor(types): replace Any with proven types in 32 files 2026-09-21 10:51:46 +00:00
gitlab refactor(types): replace Any with proven types in 34 files 2026-09-20 10:16:48 +00:00
langfuse feat(langfuse): migrate the sdk callback to langfuse v4 (#36741) 2026-09-24 23:22:56 -07:00
levo test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
litellm_agent feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
mavvrik_focus refactor: daily fresh tech debt cleanup, rolling PR (#42710) 2026-09-24 04:17:23 -07:00
newrelic feat(lint): add LIT013 flagging *-ok suppressions that suppress nothing and remove the 240 stale ones (#42793) 2026-09-23 17:50:09 -07:00
opentelemetry_utils fix(otel): drop None attributes before they reach the OTLP encoder 2026-09-16 12:52:14 -07:00
opik refactor(typing): replace Any with proven types in 89 more backend files 2026-09-02 23:08:42 +00:00
otel feat(lint): add LIT013 flagging *-ok suppressions that suppress nothing and remove the 240 stale ones (#42793) 2026-09-23 17:50:09 -07:00
pointfive feat(pointfive): add batching logger callback 2026-09-10 14:02:35 +03:00
prometheus_helpers refactor(types): replace Any with proven types in 32 files 2026-09-21 10:51:46 +00:00
SlackAlerting feat(langfuse): migrate the sdk callback to langfuse v4 (#36741) 2026-09-24 23:22:56 -07:00
vantage refactor(types): replace Any with proven types in 34 files 2026-09-20 10:16:48 +00:00
vector_store_integrations refactor(types): replace Any with proven types in 32 files 2026-09-21 10:51:46 +00:00
weave feat(otel v2): send a key's or team's whole trace to its own destination (#39654) 2026-09-08 16:23:21 -07:00
websearch_interception fix(spend): attribute CLI session spend to the per-user cli-session alias instead of the hashed session token (#40541) 2026-09-24 18:21:47 -07:00
zerobus feat(integrations): add Databricks Zerobus trace logging callback (#42013) 2026-09-25 15:29:23 -07:00
__init__.py add linting 2023-08-18 11:05:05 -07:00
additional_logging_utils.py refactor(lint): apply every safe ruff autofix and zero 28 strict-rule budgets 2026-08-01 15:43:29 -07:00
anthropic_cache_control_hook.py fix: reserve cap slots for direct marks on /v1/messages when extra_body unmarks them 2026-09-21 11:39:25 -07:00
argilla.py refactor(types): replace Any with real types across 54 more backend files 2026-09-08 12:41:07 +00:00
athina.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
batch_utils.py fix(azure_sentinel): split batches under the 1MB ingestion cap (#39880) 2026-09-05 17:15:36 -07:00
braintrust_logging.py refactor: replace Any with precise types across 54 modules 2026-09-14 11:13:39 +00:00
braintrust_mock_client.py chore(typing): clear 1.6k basedpyright Any errors across 56 files 2026-08-11 06:47:39 -07:00
callback_configs.json feat(integrations): add Databricks Zerobus trace logging callback (#42013) 2026-09-25 15:29:23 -07:00
custom_batch_logger.py feat(newrelic): per-team cost and usage metrics via team callbacks (#37610) 2026-08-26 23:42:02 -07:00
custom_guardrail.py feat(lint): add LIT013 flagging *-ok suppressions that suppress nothing and remove the 240 stale ones (#42793) 2026-09-23 17:50:09 -07:00
custom_logger.py feat(proxy): let callbacks filter the model listing routes per caller (#43027) 2026-09-24 15:52:44 -07:00
custom_prompt_management.py refactor(lint): apply every safe ruff autofix and zero 28 strict-rule budgets 2026-08-01 15:43:29 -07:00
custom_secret_manager.py perf: build log messages lazily so filtered-out log records cost nothing (#35703) 2026-08-04 04:34:52 +00:00
custom_sso_handler.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
dynamodb.py fix: address review feedback on Any reduction 2026-09-14 07:31:41 +00:00
email_alerting.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
galileo.py refactor: replace Any with precise types across 54 modules 2026-09-14 11:13:39 +00:00
greenscale.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
helicone.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
helicone_mock_client.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
humanloop.py refactor(typing): replace Any with proven types in 89 more backend files 2026-09-02 23:08:42 +00:00
lago.py chore(lint): strip inert type: ignore comments and zero LIT009, LIT010, LIT011 headroom 2026-08-05 02:37:24 -07:00
langsmith.py fix(langsmith): json.dumps with default=str so non-serializable metadata does not crash batch flush (#42424) 2026-09-22 12:21:11 -07:00
langsmith_mock_client.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
langtrace.py chore(lint): clear grandfathered over-limit lint drift and ratchet budgets down 2026-08-05 12:18:13 -07:00
literal_ai.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
logfire_logger.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
lunary.py chore(lint): strip inert type: ignore comments and zero LIT009, LIT010, LIT011 headroom 2026-08-05 02:37:24 -07:00
mlflow.py fix(mlflow): prevent _stream_id_to_span leak and mlflow 2.x end_trace TypeError (#39049) 2026-09-08 16:18:06 -07:00
mock_client_factory.py chore(typing): clear 1.6k basedpyright Any errors across 56 files 2026-08-11 06:47:39 -07:00
openmeter.py chore(lint): strip inert type: ignore comments and zero LIT009, LIT010, LIT011 headroom 2026-08-05 02:37:24 -07:00
opentelemetry.py refactor(types): replace Any with proven types in 13 files (#42937) 2026-09-24 09:02:02 -07:00
posthog.py refactor(types): replace Any with real types across 54 more backend files 2026-08-29 19:00:43 +00:00
posthog_mock_client.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
prometheus.py fix(spend): attribute CLI session spend to the per-user cli-session alias instead of the hashed session token (#40541) 2026-09-24 18:21:47 -07:00
prometheus_metrics_endpoint.py perf(prometheus): render /metrics off the event loop and coalesce concurrent scrapes (#37702) 2026-08-20 16:08:22 -07:00
prometheus_services.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
prompt_layer.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
prompt_management_base.py fix(prompts): apply prompt templates before routing on /v1/responses and honor ignore_prompt_manager_model 2026-08-26 14:12:28 -07:00
Readme.md (Feat) - Add GCS Pub/Sub Logging integration for sending DB SpendLogs to BigQuery (#7976) 2025-01-24 20:57:20 -08:00
rubrik.py refactor: replace Any with precise types across responses, proxy, and llms modules 2026-08-13 03:59:26 -07:00
s3.py fix(s3_v2): bound concurrent S3 uploads per flush and add opt-in JSONL batch files (#41258) 2026-09-24 07:32:00 +00:00
s3_v2.py fix(s3_v2): bound concurrent S3 uploads per flush and add opt-in JSONL batch files (#41258) 2026-09-24 07:32:00 +00:00
shadow_eval_logger.py feat(lint): add LIT013 flagging *-ok suppressions that suppress nothing and remove the 240 stale ones (#42793) 2026-09-23 17:50:09 -07:00
sqs.py fix(bedrock): sign on a dedicated executor instead of the shared default one 2026-09-09 18:52:00 -07:00
supabase.py chore(lint): strip inert type: ignore comments and zero LIT009, LIT010, LIT011 headroom 2026-08-05 02:37:24 -07:00
test_httpx.py fix(utils.py): improved predibase exception mapping 2024-06-08 14:32:43 -07:00
traceloop.py chore(lint): strip inert type: ignore comments and zero LIT009, LIT010, LIT011 headroom 2026-08-05 02:37:24 -07:00
weights_biases.py refactor(types): replace Any with proven types in 32 files 2026-09-21 10:51:46 +00:00

Readme.md

Integrations

This folder contains logging integrations for litellm

eg. logging to Datadog, Langfuse, Prometheus, s3, GCS Bucket, etc.