chore(deps): update dependency mlflow to v3.15.0 - #38
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This PR contains the following updates:
==3.14.0→==3.15.0Release Notes
mlflow/mlflow (mlflow)
v3.15.0Compare Source
MLflow 3.15.0 includes several major features and improvements
Major New Features
.mcp.json. Manage it from the UI, REST API, or Python!mlflow agent setupcan enable it in one prompt, with API keys stored securely in the Gateway's LLM Connections.{{ trace }}judges created withmake_judge()can now see images captured in trace spans via a newget_span_imagetool, which fetches attachments as base64 data URLs and passes them to multimodal models (Anthropic, Gemini, and OpenAI-compatible via litellm) — enabling evaluation of vision tasks, screenshots, and other visual content.Other Assorted Features & Improvements:
sap-ai-core:/provider for SAP AI Core Orchestration v2 withextra_headerssupport (#24356, @shivamxtech)/api/2.1endpoints (#24517, @AknA13)Toolssettings with an Add-tools entry flow (#24102, @tanghaoji)Bug fixes:
mlflow.llm.costfor Claude Code plugin traces on Databricks (#24416, @harupy)kubernetes-client36+ (#24687, @HumairAK)imagePullSecretsfor garbage collection CronJob (#24626, @nightcityblade)MLFLOW_ALLOW_PICKLE_DESERIALIZATIONguard tomlflow.statsmodelsflavor (#24686, @B-Step62)ChatAgentMessageinparse_message(#24642, @iyashk)Actionsdropdown remaining clickable when no runs are selected (#24676, @daniellok-db)done(#24603, @joshuawong-db)--artifacts-onlyservers when workspaces disabled (#24585, @PattaraS)mlflow.genai.evaluate(#24561, @yangbaechu)GenericInputModal(#23918, @Vedant-Agarwal)stream_optionsfrom the Assistant to the gateway (#24552, @joshuawong-db)ChatDatabrickstraces by preferringls_provider(#24185, @james-fletcher-db)pt2export for batch-size-1input_example(useDim.AUTO) (#24494, @B-Step62)SqlAlchemyStore.log_spans(#24339, @gauthierpiarrette)MlflowSparkStudypruner and direction handling (#24425, @hellocybernetics)kvlistdata in the UI (#24400, @joelrobin18)FEATURE_DISABLEDwhen workspaces are disabled (#24441, @joelrobin18)FEATURE_DISABLEDwhen workspaces are disabled (#24383, @joelrobin18)Columnsdropdown anchoring on the runs table (#24419, @joshuawong-db)start_trace()andlog_spans()on trace metadata (#24338, @joshuawong-db)RecursionErrorcorrupting deeply nested traces (#24362, @joshuawong-db)genai.evaluatecrash when a cloned trace is unavailable (#24357, @joshuawong-db){major}.xminor inDatabricksRuntimeVersion.parse(#24353, @PattaraS)spark_udfInvalidVersionon Databricks Serverless for{major}.xruntime image strings (#24336, @PattaraS)TRACKING_STOREtraces in the trace UI (#24319, @PattaraS)DatabricksSDKModelsArtifactRepositoryauth on serverless executors (#24247, @harupy)response_formatfor AI Gateway judges and scorers (#24048, @B-Step62)MLFLOW_S3_IGNORE_TLSin multipart artifact upload (#24113, @yashmahamulkar)set_experimentsilently re-enabling tracing (#24267, @PattaraS)Documentation updates:
Small bug fixes and documentation updates:
#24746, #24747, #24671, #24637, #24655, #24459, #24510, #24629, #24426, #24554, #24555, #24556, #24359, #24460, #24445, #23676, #24446, #24268, #24417, #24358, #24288, #24250, #24206, #24165, #23939, #23936, #23881, @joshuawong-db; #24743, #24723, #24720, #24694, #24695, #24706, #24698, #24693, #24636, #24675, #24673, #24672, #24663, #24632, #24630, #24628, #24627, #24625, #24548, #24216, #24208, #24205, #24158, #24159, #24136, #24095, #24119, #24106, #24104, #24085, @harupy; #24736, @henishborad; #24717, #24583, #24582, #24584, #24685, #24621, #24604, #24521, #24482, #24495, #24484, #24480, #24481, #24490, #24374, #24317, #24299, @B-Step62; #24656, @rrioh; #24696, #24600, #24601, @daniellok-db; #24657, @DaoDaoNoCode; #24217, @nananosirova; #24645, #24377, #24492, #24380, #21417, #24346, #24297, #24108, @mprahl; #24477, @dkuc; #24572, #24520, #24479, @jonburdo; #24505, @PattaraS; #24242, @Killian-fal; #24558, #24540, #24090, #24139, #24089, #24061, #24032, #24030, @aaronteo-db; #24176, @zcin; #24412, @AknA13; #24437, @smoorjani; #24361, @sun-andsky; #23873, @WeichenXu123; #24240, #24203, #24178, @TomeHirata; #24225, #24204, #24166, #24054, @tanghaoji; #23794, #24171, @kramaranya; #23251, @aakankshaduggal; #24151, #24150, @xq-yin; #24075, @kevin-lyn
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