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* feat(spend): track prompt compression saved tokens in daily spend aggregates (#33810) * feat(spend): track prompt compression saved tokens in daily spend aggregates Native compression interception now records tokens_before/after/saved into the request litellm_metadata so savings land in the SpendLog metadata JSON under a typed compression_savings key. A single normalizer (extract_compression_saved_tokens) sums that key with Headroom guardrail tokens_saved; the two writers are disjoint and run at different stages, so summing never double-counts. The spend-log redactor now preserves purely numeric compression stats inside guardrail_response so Headroom savings survive the store_prompts_in_spend_logs=false default. compression_saved_tokens is threaded through BaseDailySpendTransaction, queue aggregation, the daily upsert blocks, a new BigInt column on all six daily spend tables, and the daily activity read path (SpendMetrics, DailySpendMetadata, raw-SQL rollups) * fix(spend): normalize legacy guardrail shapes and float token stats in compression savings reader * feat(spend): aggregate compression and prompt caching dollar savings in daily rollups Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(spend): update daily spend aggregation fixtures for savings columns Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * feat(ui): add Cost Optimization dashboard page New left-nav Cost Optimization page under Observability that surfaces money saved by prompt compression and prompt caching. It reads the daily activity rollup (userDailyActivityCall / get_daily_activity) and never scans SpendLogs, so it stays fast at 1M+ rows. Renders a Total saved card, per-driver Compression and Prompt caching cards, a savings-over-time area chart, and a savings-by-driver donut, all aggregated in memory from the per-day metrics.compression_savings_spend and metrics.prompt_caching_savings_spend fields. Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --------- Co-authored-by: Krrish Dholakia <krrishdholakia@berri.ai> Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> (cherry picked from commit |
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| .. | ||
| batches | ||
| chat | ||
| count_tokens | ||
| embed | ||
| files | ||
| image | ||
| image_edit | ||
| invoke_agent | ||
| messages/invoke_transformations | ||
| passthrough | ||
| realtime | ||
| rerank | ||
| vector_stores | ||
| __init__.py | ||
| test_anthropic_beta_support.py | ||
| test_base_aws_llm.py | ||
| test_bedrock_common_utils.py | ||
| test_bedrock_ssl_verify.py | ||
| test_claude_platform_provider.py | ||
| test_converse_context_management.py | ||
| test_cross_region_inference_profile_mapping.py | ||
| test_mantle.py | ||
| test_web_identity_session_policy.py | ||