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[OPIK-6524][BE] Cost Tracking: Add Missing Models and Providers - Elastic Inference Service OTEL (#6759)
frostbyte_neo 发布于
2026-05-19 13:30:46 +00:00 - [OPIK-6524][BE] Add support for Elastic Inference Service model/provider resolution in OpenTelemetry pipeline and cost calculations
- Introduced
ElasticInferenceServiceResolverto rewrite EIS provider/model attributes to underlying Opik canonical values for accurate cost lookup and downstream filtering. - Added
model_prices_overrides.jsonto define pricing and alias mappings for EIS-supported models. - Updated
OpenTelemetryMapperto integrate EIS resolution logic, ensuring original provider/model values are recorded in span metadata for traceability. - Included comprehensive tests for EIS integration, alias resolution, and dot-to-hyphen normalization in cost calculations.
- Introduced end-to-end tests ensuring correct attribute rewriting, provider/model mapping, and non-zero cost verification for supported EIS models.
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[OPIK-6524][BE] Fixed formatting issue in ElasticInferenceServiceResolver
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[OPIK-6524][BE] Update log level and formatting for model price overrides error handling in
CostService -
[OPIK-6524][BE] Refactor alias handling in
CostServiceto ensure order-independent overrides
- Introduced two-pass processing logic to separate direct overrides and alias resolution.
- Utilized
List<Map.Entry<String, ModelCostData>>for intermediate storage of alias mappings to ensure deterministic behavior during iteration.
- [OPIK-6524][BE] Consolidate EIS provider/model mapping tests into parameterized test
- Replaced individual test cases with a single
@ParameterizedTestusingCsvSourcefor provider/model mapping validation. - Simplified test logic to ensure consistency across multiple provider prefixes.
- [OPIK-6524][BE] Updated code comments to clarify the logic behind direct overrides and alias resolution ordering.
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