mirror of
https://github.com/BerriAI/litellm.git
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30ada9d26a
* feat(batches): emit per-line JSONL batch records to callbacks
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): only emit line items for final batches
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore(deps): bump soupsieve to 2.9.2 for GHSA-gjv8-xp57-g29c and GHSA-j934-xhv5-fg8f
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style(batches): satisfy ruff format for line item logging
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore(ui): regenerate schema.d.ts for store_batch_line_items_in_callbacks
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(batches): cover line-item edge shapes and general settings propagation
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): keep deployment credentials out of callback-visible params
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(batches): declare credential transport attribute on Logging
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(batches): integration contract for per-line batch callback events
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): resolve store_batch_line_items_in_callbacks through the settings store
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(batches): assert per-line events beside the aggregate and create events
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): drop resurrected use_legacy_interactions_schema shim from merge
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(batches): assert line item events carry no credentials
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(proxy): reset batch line-item flag when the setting is absent
Removing store_batch_line_items_in_callbacks from the DB general settings left the module flag at its previous value because the effect early-returned when the key was neither in the DB nor owned by YAML. The proxy owns the global, so an absent resolved value now writes False.
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): map anthropic batch lines through the anthropic message transformer
Anthropic result lines carry a message-shaped body, so ModelResponse(**body) produced empty choices and a usage key that blocked the batch-rate usage attach. Extract the existing AnthropicResponse -> ModelResponse conversion used for /v1/messages logging into anthropic_message_to_model_response and reuse it for anthropic line items.
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style: tag the anthropic result cast with a cast-ok reason
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style: shorten cast-ok reason so ruff format passes
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): skip line-item callbacks for providers without a line reconstruction
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): reconstruct bedrock and mistral batch lines through their provider transformations
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style: wrap widened provider literals so ruff format passes
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): pair bedrock lines by recordId and type them from the reconstructed response
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): keep line item events out of proxy limiters and strip credentials from child params
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): keep cast-ok tags on the flagged cast lines for the discipline gate
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): skip failed line item events in parallel request limiter failure hooks
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(batches): tolerate lifecycle spend rows when asserting no line item rows
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): place mutable-ok tags on the lines the discipline gate flags
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): skip router budget accounting for batch line item events
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): keep anthropic line errors and skip native vertex batch rows
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(batches): restore test-quality tags on line item tests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test: move batch line-item unit test to tests/unit after merging main
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): emit batch line-item callbacks once per batch
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): release line-item claim when fan-out emitted nothing
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): make the line-item claim release ownership-safe
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): keep bodyless failed batch lines reaching callbacks
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(logging): seed batch line hidden params in get_hidden_params defaults
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* perf(batches): reuse fetched batch result files for line-item logging
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): release line-item claim when nothing was emitted
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): type batch line-item callback sites to satisfy basedpyright budget
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style: wrap batch hidden-params cast for ruff format
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): reason suppressions for batch line-item lint deltas
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* chore: drop stale mutable-ok suppressions after LIT002 removal
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(batches): skip batch line-item events in ClickHouse spend sink and router quota counters (#44486)
* fix(batches): skip batch line-item events in ClickHouse spend sink and router quota counters
Batch line-item callbacks (call_type=acompletion + litellm_params.batch_parent_id)
bypassed the call-type-only batch guards:
- ClickHouseSpendLogger wrote one spend row per line on top of the aggregate
aretrieve_batch row, billing every batch twice with the flag on.
- Router deployment callbacks and the routing-strategy usage handlers charged the
historical batch's tokens/rpm to the live TPM/RPM counters, so after
Router.aretrieve_batch the next chat raised RouterRateLimitError.
Skip these events wherever the aggregate batch retrieve is already skipped.
* fix(logging): keep internal litellm_params authoritative in model_call_details
A request body key named litellm_params lands in optional_params, and
update_environment_variables merged **optional_params after the internal
entry, so a caller could overwrite the logging kwargs' litellm_params and
forge markers like batch_parent_id. Live-reproduced: a Gemini chat whose
body carried {"litellm_params": {"batch_parent_id": ...}} returned 200
with no ClickHouse spend row. Re-assert the internal litellm_params after
the merge so every sink (ClickHouse, Postgres, router quota counters)
reads the same trusted value, and assert the aggregate aretrieve_batch
row still writes in the ClickHouse line-item test (review finding).
* fix(clickhouse): skip failed batch line items in the spend sink too
A failed JSONL line is part of the aggregate aretrieve_batch row's
request counts; writing it its own spend_logs row inflated request
counts with the line-item flag on. Extend the batch line-item guard to
the failure handler (review finding) and pin both directions: a failed
line item writes no row, a genuine live failure still does.
* fix(batches): declare batch_line_items service family on claim calls
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(integrations): keep batch line items out of the built-in metering sinks
With store_batch_line_items_in_callbacks on, per-line batch events carry a
real response_cost and reached six metering sinks that lacked the
is_batch_line_item_event guard, so a completed batch metered aggregate +
per-line (roughly 2x true spend): prometheus (litellm_spend_metric and
request counters), openmeter, lago, datadog cost management (FOCUS
BilledCost), newrelic metrics, and the OTel v1/v2 gen_ai.usage.cost
metrics. Skip line-item events in each sink's success/failure metering
entry points, matching the guards already on the Postgres and ClickHouse
spend sinks. OTel spans for line items are still emitted; only their
cost/token metrics are skipped. Tests drive real sink instances on the
real dispatch lists through a completed 2-line batch and assert each
sink meters exactly the aggregate.
* style: format metering-sinks test
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(otel): skip synthetic line-item durations in v2 metrics; isolate prometheus test
Follow-ups from review on the sink guards: record_failure() now skips
batch line items too (a failed line's interval measures retrieval and
emission, not its model call), and the prometheus guard test snapshots
and restores the process-wide registry collectors instead of leaving
them unregistered. The OTel v2 test is now a flag on/off A/B over the
whole metric snapshot: cost and usage values must match exactly and no
metric may gain datapoints with the flag on.
* chore: finish main merge conflict resolution for batch line items
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* style: sort imports in litellm_logging after main merge
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(batches): use the public hook class names main now exports
* fix(batches): only the batch writer can mark a callback event as a line item
amoderation, transcription and speech build litellm_params from every request kwarg,
so a body field named batch_parent_id reached Logging.litellm_params and every
spend, budget and rate-limit hook skipped the request. update_environment_variables
now drops an incoming batch_parent_id; the line-item writer sets it through
Logging.mark_batch_line_item. Batch line hidden params are emitted only when set.
* chore(batches): keep the lint gates within main's ceilings after the merge
Typed the helpers main now types (Mapping litellm_params, Any Span), replaced the
banned cast with a literal match, dropped isinstance checks main made redundant,
and moved test-quality reasons onto the lines the gate reads.
* fix(anthropic): read the message id off the validated message
The anthropic_messages logging path can hand over an already parsed message object,
which has no .get; main read its id through getattr, so take it from the validated
AnthropicResponse instead.
* fix(batches): an unreadable error file no longer drops the output line events
Costing counts an error file it could not fetch as no failed lines; line logging
refetched it and the raise aborted the whole fan-out, so the successful lines were
never emitted. The error file now reads as empty with a warning.
* test(batches): pin billing for batch_parent_id on every endpoint and value shape
Chat completions, embeddings, responses and messages join moderations, speech and
transcriptions, and speech is driven with an empty, int, list, object and 5 KB value.
* test(batches): bill every request of a concurrent burst mixing forged and plain bodies
* revert: keep the line-item fan-out all-or-nothing on an unreadable error file
|
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|---|---|---|
| .. | ||
| _experimental | ||
| a2a | ||
| agent_endpoints | ||
| analytics_endpoints | ||
| anthropic_endpoints | ||
| auth | ||
| batches_endpoints | ||
| client | ||
| common_utils | ||
| config_resolvers | ||
| container_endpoints | ||
| credential_endpoints | ||
| db | ||
| decisions_endpoints | ||
| discovery_endpoints | ||
| enterprise_billing | ||
| example_config_yaml | ||
| experimental | ||
| fine_tuning_endpoints | ||
| google_endpoints | ||
| guardrails | ||
| health_endpoints | ||
| hooks | ||
| image_endpoints | ||
| lens | ||
| list_api | ||
| logging_endpoints | ||
| management | ||
| management_endpoints | ||
| management_helpers | ||
| memory | ||
| middleware | ||
| ocr_endpoints | ||
| openai_files_endpoint | ||
| pass_through_endpoints | ||
| policy_engine | ||
| prompts | ||
| proxy_server | ||
| public_endpoints | ||
| rag_endpoints | ||
| realtime_endpoints | ||
| rerank_endpoints | ||
| response_api_endpoints | ||
| response_polling | ||
| roi_calculator | ||
| search_endpoints | ||
| shutdown | ||
| spend_tracking | ||
| telemetry | ||
| test_configs | ||
| types_utils | ||
| ui_crud_endpoints | ||
| utils | ||
| vector_store_endpoints | ||
| vector_store_files_endpoints | ||
| video_endpoints | ||
| __init__.py | ||
| conftest.py | ||
| test__lazy_features.py | ||
| test__types.py | ||
| test_admin_mcp.py | ||
| test_aiohttp_cleanup_closed.py | ||
| test_aiohttp_session_recovery.py | ||
| test_api_key_masking_in_errors.py | ||
| test_aproxy_startup.py | ||
| test_audio_speech_prometheus_hooks.py | ||
| test_batch_expiry.py | ||
| test_batch_metadata_none_fix.py | ||
| test_batch_retrieve_bedrock.py | ||
| test_batch_x_litellm_model_encoding.py | ||
| test_blocked_response_usage.py | ||
| test_body_snapshot_callback_params.py | ||
| test_budget_reservation.py | ||
| test_bug_report_config.py | ||
| test_caching_routes.py | ||
| test_chat_completion_metadata.py | ||
| test_claude_code_marketplace.py | ||
| test_collector.py | ||
| test_common_request_processing.py | ||
| test_component_allowlists.py | ||
| test_conftest.py | ||
| test_cors_config.py | ||
| test_credential_slot_registry.py | ||
| test_custom_callback_input.py | ||
| test_custom_logger_s3_gcs.py | ||
| test_custom_proxy.py | ||
| test_custom_tokenizer_bug.py | ||
| test_db_schema_changes.py | ||
| test_deprecated_key_grace_period.py | ||
| test_dynamic_mcp_route.py | ||
| test_empty_model_list.py | ||
| test_enforce_user_param.py | ||
| test_fallback_management_endpoints.py | ||
| test_fastapi_offline_routes.py | ||
| test_filter_models_by_team_access_group.py | ||
| test_get_favicon.py | ||
| test_get_image.py | ||
| test_health_check_functions.py | ||
| test_health_check_max_tokens.py | ||
| test_init_litellm_callbacks.py | ||
| test_langfuse_passthrough_security.py | ||
| test_lazy_openapi_snapshot.py | ||
| test_litellm_pre_call_utils.py | ||
| test_max_budget_env_var.py | ||
| test_mcp_asgi_response.py | ||
| test_model_based_routing_files_batches.py | ||
| test_model_deprecations_endpoint.py | ||
| test_model_dump_with_preserved_fields.py | ||
| test_model_id_header_propagation.py | ||
| test_model_info_default_limits.py | ||
| test_model_level_guardrails.py | ||
| test_model_list_aliases.py | ||
| test_model_list_callback_filter.py | ||
| test_model_list_discoverable.py | ||
| test_model_list_healthy_only.py | ||
| test_modify_response_streaming_passthrough.py | ||
| test_moyai_endpoints.py | ||
| test_native_compaction.py | ||
| test_openai_ws_passthrough_routes.py | ||
| test_openapi_schema_validation.py | ||
| test_plugin_routes.py | ||
| test_pointfive_dashboard_config.py | ||
| test_pointfive_ui_callback.py | ||
| test_pricing_field_strip.py | ||
| test_prisma_client_backoff_retry.py | ||
| test_prisma_engine_watchdog.py | ||
| test_prisma_migration.py | ||
| test_prometheus_cleanup.py | ||
| test_prometheus_metrics_server.py | ||
| test_prompt_test_endpoint.py | ||
| test_provider_url_destination_guard.py | ||
| test_proxy_cli.py | ||
| test_proxy_config_unit_test.py | ||
| test_proxy_custom_auth.py | ||
| test_proxy_logging_hook_detection.py | ||
| test_proxy_reject_logging.py | ||
| test_proxy_server.py | ||
| test_proxy_server_custom_logger.py | ||
| test_proxy_server_endpoints_and_startup.py | ||
| test_proxy_server_exception_mapping.py | ||
| test_proxy_setting_guardrails.py | ||
| test_proxy_token_counter.py | ||
| test_proxy_types.py | ||
| test_proxy_utils.py | ||
| test_proxy_utils_model_creation_and_error_logging.py | ||
| test_pyroscope.py | ||
| test_read_model_list.py | ||
| test_redis_auth_cache_flag.py | ||
| test_reducto_ocr_route.py | ||
| test_response_model_sanitization.py | ||
| test_response_polling_pre_call_checks.py | ||
| test_route_a2a_models.py | ||
| test_route_llm_request.py | ||
| test_route_priority.py | ||
| test_sensitive_route_auth.py | ||
| test_server_root_path.py | ||
| test_shared_health_check.py | ||
| test_spend_log_cleanup.py | ||
| test_swagger_chat_completions.py | ||
| test_team_member_update.py | ||
| test_team_org_move.py | ||
| test_tools_allowlist_enforcement.py | ||
| test_tracing_endpoints.py | ||
| test_ui_path_detection.py | ||
| test_unit_test_proxy_hooks.py | ||
| test_update_llm_router_resilience.py | ||
| test_update_spend.py | ||
| test_zero_cost_model_budget_bypass.py | ||
| test_zerobus_dashboard_config.py | ||
| vertex_key.json | ||