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chore(deps): update dependency mlflow to v3.5.0#25

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ihiverlet merged 1 commit intomainfrom
renovate/mlflow-3.x
Oct 17, 2025
Merged

chore(deps): update dependency mlflow to v3.5.0#25
ihiverlet merged 1 commit intomainfrom
renovate/mlflow-3.x

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@renovate renovate bot commented Aug 19, 2025

This PR contains the following updates:

Package Change Age Confidence
mlflow ==3.2.0 -> ==3.5.0 age confidence

Release Notes

mlflow/mlflow (mlflow)

v3.5.0

Compare Source

MLflow 3.5.0 includes several major features and improvements!

Major Features
  • ⚙️ Job Execution Backend: Introduced a new job execution backend infrastructure for running asynchronous tasks with individual execution pools, job search capabilities, and transient error handling. (#​17676, #​18012, #​18070, #​18071, #​18112, #​18049, @​WeichenXu123)
  • 🎯 Flexible Prompt Optimization API: Introduced a new flexible API for prompt optimization with support for model switching and the GEPA algorithm, enabling more efficient prompt tuning with fewer rollouts. See the documentation to get started. (#​18183, #​18031, @​TomeHirata)
  • 🎨 Enhanced UI Onboarding: Improved in-product onboarding experience with trace quickstart drawer and updated homepage guidance to help users discover MLflow's latest features. (#​18098, #​18187, @​B-Step62)
  • 🔐 Security Middleware for Tracking Server: Added a security middleware layer to protect against DNS rebinding, CORS attacks, and other security threats. Read the documentation for configuration details. (#​17910, @​BenWilson2)
Features
Bug Fixes
Documentation Updates

Small bug fixes and documentation updates:

#​18349, #​18338, #​18241, #​18319, #​18309, #​18292, #​18280, #​18239, #​18236, #​17786, #​18003, #​17970, #​17898, #​17765, #​17667, @​serena-ruan; #​18346, #​17882, @​dbrx-euirim; #​18306, #​18208, #​18165, #​18110, #​18109, #​18108, #​18107, #​18105, #​18104, #​18100, #​18099, #​18155, #​18079, #​18082, #​18078, #​18077, #​18083, #​18030, #​18001, #​17999, #​17712, #​17785, #​17756, #​17729, #​17731, #​17733, @​daniellok-db; #​18339, #​18291, #​18222, #​18210, #​18124, #​18101, #​18054, #​18053, #​18007, #​17922, #​17823, #​17822, #​17805, #​17789, #​17750, #​17752, #​17760, #​17758, #​17688, #​17689, #​17693, #​17675, #​17673, #​17656, #​17674, @​harupy; #​18331, #​18308, #​18303, #​18146, @​smoorjani; #​18315, #​18279, #​18310, #​18187, #​18225, #​18277, #​18193, #​18223, #​18209, #​18200, #​18178, #​17574, #​18021, #​18006, #​17944, @​B-Step62; #​18290, #​17946, #​17627, @​bbqiu; #​18274, @​Ninja3047; #​18204, #​17868, #​17866, #​17833, #​17826, #​17835, @​TomeHirata; #​18273, #​18043, #​17928, #​17931, #​17936, #​17937, @​dbczumar; #​18185, #​18180, #​18174, #​18170, #​18167, #​18164, #​18168, #​18166, #​18162, #​18160, #​18159, #​18157, #​18156, #​18154, #​18148, #​18145, #​18135, #​18143, #​18142, #​18139, #​18132, #​18130, #​18119, #​18117, #​18115, #​18102, #​18075, #​18046, #​18062, #​18042, #​18051, #​18036, #​18027, #​18014, #​18011, #​18009, #​18004, #​17903, #​18000, #​18002, #​17973, #​17993, #​17989, #​17984, #​17968, #​17966, #​17967, #​17962, #​17977, #​17976, #​17972, #​17965, #​17964, #​17963, #​17969, #​17971, #​17939, #​17926, #​17924, #​17915, #​17911, #​17912, #​17904, #​17902, #​17900, #​17897, #​17892, #​17889, #​17888, #​17885, #​17884, #​17878, #​17874, #​17873, #​17871, #​17870, #​17865, #​17860, #​17861, #​17859, #​17857, #​17856, #​17854, #​17853, #​17851, #​17849, #​17850, #​17847, #​17845, #​17846, #​17844, #​17843, #​17842, #​17838, #​17836, #​17834, #​17831, #​17824, #​17828, #​17819, #​17825, #​17817, #​17821, #​17809, #​17807, #​17808, #​17803, #​17800, #​17799, #​17797, #​17793, #​17790, #​17772, #​17771, #​17769, #​17770, #​17753, #​17762, #​17747, #​17749, #​17745, #​17740, #​17734, #​17732, #​17726, #​17723, #​17722, #​17721, #​17719, #​17720, #​17718, #​17716, #​17713, #​17715, #​17710, #​17709, #​17708, #​17707, #​17705, #​17697, #​17701, #​17698, #​17696, #​17695, @​copilot-swe-agent; #​18151, #​18153, #​17983, #​18040, #​17981, #​17841, #​17818, #​17776, #​17781, @​BenWilson2; #​18068, @​alkispoly-db; #​18133, @​kevin-lyn; #​17105, #​17717, @​joelrobin18; #​17879, @​lkuo; #​17996, #​17945, #​17913, @​WeichenXu123

v3.4.0

Compare Source

MLflow 3.4.0rc0 includes several major features and improvements

Major New Features
  • 📊 OpenTelemetry Metrics Export: MLflow now exports span-level statistics as OpenTelemetry metrics, providing enhanced observability and monitoring capabilities for traced applications. (#​17325, @​dbczumar)
  • 🤖 MCP Server Integration: Introducing the Model Context Protocol (MCP) server for MLflow, enabling AI assistants and LLMs to interact with MLflow programmatically. (#​17122, @​harupy)
  • 🧑‍⚖️ Custom Judges API: New make_judge API enables creation of custom evaluation judges for assessing LLM outputs with domain-specific criteria. (#​17647, @​BenWilson2, @​dbczumar, @​alkispoly-db, @​smoorjani)
  • 📈 Correlations Backend: Implemented backend infrastructure for storing and computing correlations between experiment metrics using NPMI (Normalized Pointwise Mutual Information). (#​17309, #​17368, @​BenWilson2)
  • 🗂️ Evaluation Datasets: MLflow now supports storing and versioning evaluation datasets directly within experiments for reproducible model assessment. (#​17447, @​BenWilson2)
  • 🔗 Databricks Backend for MLflow Server: MLflow server can now use Databricks as a backend, enabling seamless integration with Databricks workspaces. (#​17411, @​nsthorat)
  • 🤖 Claude Autologging: Automatic tracing support for Claude AI interactions, capturing conversations and model responses. (#​17305, @​smoorjani)
  • 🌊 Strands Agent Tracing: Added comprehensive tracing support for Strands agents, including automatic instrumentation for agent workflows and interactions. (#​17151, @​joelrobin18)
  • 🧪 Experiment Types in UI: MLflow now introduces experiment types, helping reduce clutter between classic ML/DL and GenAI features. MLflow auto-detects the type, but you can easily adjust it via a selector next to the experiment name. (#​17605, @​daniellok-db)

Features:

Bug fixes:

Documentation updates:

Small bug fixes and documentation updates:

#​17655, #​17657, #​17597, #​17545, #​17547, @​BenWilson2; #​17671, @​smoorjani; #​17668, #​17665, #​17662, #​17661, #​17659, #​17658, #​17653, #​17643, #​17642, #​17636, #​17634, #​17631, #​17628, #​17611, #​17607, #​17588, #​17570, #​17575, #​17564, #​17557, #​17556, #​17555, #​17536, #​17531, #​17524, #​17510, #​17511, #​17499, #​17500, #​17494, #​17493, #​17490, #​17488, #​17478, #​17479, #​17425, #​17471, #​17457, #​17440, #​17403, #​17405, #​17404, #​17402, #​17366, #​17346, #​17344, #​17337, #​17316, #​17313, #​17284, #​17276, #​17235, #​17226, #​17229, @​copilot-swe-agent; #​17664, #​17654, #​17613, #​17637, #​17633, #​17612, #​17630, #​17616, #​17626, #​17617, #​17610, #​17614, #​17602, #​17538, #​17522, #​17512, #​17508, #​17492, #​17462, #​17475, #​17468, #​17455, #​17338, #​17257, #​17231, #​17214, #​17223, #​17218, #​17216, @​harupy; #​17635, #​17663, #​17426, #​16870, #​17428, #​17427, #​17441, #​17377, @​serena-ruan; #​17605, #​17306, @​daniellok-db; #​17624, #​17578, #​17369, #​17391, #​17072, #​17326, #​17115, @​dbczumar; #​17598, #​17408, #​17353, @​nsthorat; #​17601, #​17553, @​dbrx-euirim; #​17586, #​17587, #​17310, [#​17180](https://redire


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This PR was generated by Mend Renovate. View the repository job log.

@renovate renovate bot changed the title chore(deps): update dependency mlflow to v3.3.0 chore(deps): update dependency mlflow to v3.3.1 Aug 20, 2025
@renovate renovate bot force-pushed the renovate/mlflow-3.x branch from 3d15b9e to df43c34 Compare August 20, 2025 18:52
@renovate renovate bot changed the title chore(deps): update dependency mlflow to v3.3.1 chore(deps): update dependency mlflow to v3.3.2 Aug 27, 2025
@renovate renovate bot force-pushed the renovate/mlflow-3.x branch from df43c34 to 2a6d7e6 Compare August 27, 2025 15:58
@renovate renovate bot force-pushed the renovate/mlflow-3.x branch from 2a6d7e6 to e0ed983 Compare September 19, 2025 16:02
@renovate renovate bot changed the title chore(deps): update dependency mlflow to v3.3.2 chore(deps): update dependency mlflow to v3.4.0 Sep 19, 2025
@renovate renovate bot force-pushed the renovate/mlflow-3.x branch from e0ed983 to 0fa7ac6 Compare October 16, 2025 15:10
@renovate renovate bot changed the title chore(deps): update dependency mlflow to v3.4.0 chore(deps): update dependency mlflow to v3.5.0 Oct 16, 2025
@ihiverlet ihiverlet merged commit 774bd78 into main Oct 17, 2025
@ihiverlet ihiverlet deleted the renovate/mlflow-3.x branch October 17, 2025 22:25
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