chore(deps): update dependency mlflow to v3.14.0#36
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This PR contains the following updates:
==3.13.0→==3.14.0Release Notes
mlflow/mlflow (mlflow)
v3.14.0Compare Source
MLflow 3.14.0 includes several major features and improvements
Major New Features
mlflow agent setup: Install MLflow, set up tracing, and hand your favorite coding agent (Claude Code, OpenAI Codex, or OpenCode) the MLflow skills to instrument your app, all from a single command.@mlflow.testmarker, gate them in CI, and review test history and per-assertion judge results in the UI.Breaking Changes
mlflow.sklearnserialization_formatdefault fromcloudpickletoskops(#23987, @copilot-swe-agent)serialization_formatdefault to"pt2"formlflow.pytorch.log_modelandmlflow.pytorch.save_model(#23988, @copilot-swe-agent)serialization_formatdefault to"skops"inmlflow.lightgbmlog_model/save_model(#23986, @copilot-swe-agent)Other Assorted Features & Improvements:
EvaluationResult.passed/.reasonfor@mlflow.testassertions (#23869, @B-Step62)startReviewdeep link (#23941, @harupy)x-mlflow-run-idsupport to OTLP trace ingestion (#23664, @sanatb187)mlflow skills view/listCLI (#23907, @joshuawong-db)MLFLOW_WORKSPACEsupport to OSS auth provider (#23927, @Nehanth)MLFLOW_GENAI_JUDGE_DEFAULT_MODELenvironment variable (#23860, @B-Step62)RegexMatch,PIIDetection,ResponseLength(#22571, @debu-sinha)mlflow agent setup(#23783, @harupy)MLFLOW_TRACE_LOCATION(#23770, @B-Step62)MLFLOW_TRACE_LOCATION(#23771, @B-Step62)run_idsupport for trace APIs (#23629, @sanatb187)Hallucination,Safety,ResponseEvaluation) (#22496, @debu-sinha)/responses/compactpassthrough route to AI Gateway (#23353, @id-jazzx)Bug fixes:
ChrfScoreRAGAS scorer instantiation due to class name mismatch (#24047, @B-Step62)SpanType.GUARDRAIL(#24044, @B-Step62)ContextUtilizationRAGAS scorer class (#23956, @B-Step62)metrics/get-historyreturning empty results whenmax_resultsis omitted (#23917, @Vedant-Agarwal)OPENAI_BASE_URLenv var in OpenAI provider config (#23862, @B-Step62)_stop_listen_for_spark_activityhanging indefinitely on CLOSE_WAIT socket (#23839, @kishor-rkrishnan).agents/skills(#23847, @harupy)mlflow.openai.autologspan type resolution forChatCompletionssubclasses (#23759, @harupy)mlflow db upgradeon a fresh database (#23752, @harupy)import.metaSyntaxError (#23731, @harupy)_parse_extra_conffor HDFS config values containing=(#23730, @copilot-swe-agent)mlflow.crewaiautolog on crewai 1.14.5 (#23682, @harupy)session.id/user.idspan attributes on ingest (#23642, @SahilKumar75)SqlTraceInfotoSqlExperiment(#23194, @Mytolo)mlflow.sourceRunmetrics filter to cover post-hoc linked OTLP traces (#23591, @RudraDudhat2509).jsonlartifact previews (#23532, @bvolpato)Documentation updates:
@mlflow.testpytest regression testing (#24011, @B-Step62)make_judgedoc: self-referential deprecation note and link typo (#24046, @B-Step62)validate_serving_inputin favor ofmlflow.models.predict(#23376, @B-Step62)Small bug fixes and documentation updates:
#24045, #24042, #24024, #24023, #23969, #23970, #23961, #23964, #23963, #23866, #23729, #23670, #23310, #23294, @B-Step62; #24022, #24019, #23937, #23758, #23737, #23735, #23605, #23579, #23545, #23511, #23526, @aaronteo-db; #24025, #24003, #23996, #23915, #23912, #23882, @kevin-lyn; #23910, #23994, #23990, #23974, #23984, #23934, #23935, #23946, #23938, #23931, #23925, #23921, #23924, #23846, #23926, #23844, #23886, #23887, #23885, #23884, #23878, #23879, #23876, #23875, #23807, #23804, #23801, #23799, #23795, #23604, #23599, #23613, @kriscon-db; #23997, #23834, #23853, #23823, #23780, #23630, #23614, @joshuawong-db; #23947, #23920, #23858, #23848, #23845, #23841, #23840, #23838, #23837, #23803, #23827, #23826, #23824, #23806, #23802, #23798, #23796, #23788, #23595, #23776, #23764, #23745, #23743, #23742, #23740, #23739, #23718, #23711, #23710, #23708, #23700, #23699, #23697, #23684, #23677, #23672, #23671, #23669, #23668, #23667, #23666, #23663, #23653, #23644, #23643, #23639, #23640, #23638, #23636, #23632, #23631, #23626, #23625, #23618, #23606, #23596, #23588, #23585, #23582, #23581, #23580, #23576, #23573, #23567, #23566, #23565, #23563, #23558, #23553, #23552, #23523, #23506, #23498, @harupy; #23893, @debu-sinha; #23722, @kishor-rkrishnan; #23833, #23741, #23732, #23727, @TomeHirata; #23769, @mprahl; #23589, @charlesverge; #23690, @pvelayudhan; #23658, @copilot-swe-agent; #23540, @jamesbraza
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