chore(deps): update dependency mlflow to v3.10.0#31
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This PR contains the following updates:
==3.8.1→==3.10.0Release Notes
mlflow/mlflow (mlflow)
v3.10.0Compare Source
We're excited to announce MLflow 3.10.0, which includes several notable updates:
Major New Features:
🏢 Organization Support in MLflow Tracking Server: MLflow now supports multi-workspace environments. Users can organize experiments, models, prompts, with a coarser level of unit and logically isolate them in a single tracking server. (#20702, #20657, @mprahl, @Gkrumbach07, @B-Step62)
💬 Multi-turn Evaluation & Conversation Simulation: MLflow now supports multi-turn evaluation, including evaluating existing conversations with session-level scorers and simulating conversations to test new versions of your agent, without the toil of regenerating conversations. Use the session-level scorers introduced in MLflow 3.8.0 and the brand new session UIs to evaluate the quality of your conversational agents and enable automatic scoring to monitor quality as traces are ingested. (#20243, #20377, #20289, @smoorjani)
💰 Trace Cost Tracking: Gain visibility into your LLM spending! MLflow now automatically extracts model information from LLM spans and calculates costs, with a new UI that renders model and cost data directly in your trace views. (#20327, #20330, @serena-ruan)
🎯 Navigation bar redesign: We've redesigned the navigation to provide a frictionless experience. A new workflow type selector in the top-level navbar lets you quickly switch between GenAI and Classical ML contexts, with streamlined sidebars that reduce visual clutter. (#20158, #20160, #20161, #20699, @ispoljari, @daniellok-db)
🎮 MLflow Demo Experiment: New to MLflow GenAI? With one click, launch a pre-populated demo and explore tracing, evaluation, and prompt management in action. No configuration, no code required. (#19994, #19995, #20046, #20047, #20048, #20162, @BenWilson2)
📊 Gateway Usage Tracking: Monitor your AI Gateway endpoints with detailed usage analytics. A new usage page shows request patterns and metrics, with trace ingestion that links gateway calls back to your experiments for end-to-end observability. (#20357, #20358, #20642, @TomeHirata)
⚡ In-UI Trace Evaluation: Users can now run custom or pre-built LLM judges directly from the traces and sessions UI. This enables quick evaluation of individual traces and individual without context switching to the python SDK. (#20360, @hubertzub-db, @danielseong1)
Features:
migrate-filestorecommand (#20615, @harupy)# clint: disable=comments (#20651, @copilot-swe-agent)virtualenvwithpython -m venvin virtualenv env_manager path (#20640, @copilot-swe-agent)sampling_ratio_overrideparameter to@mlflow.trace(#19784, @harupy)mlflow datasets listCLI command (#20167, @alkispoly-db)Bug fixes:
SearchTracesV2 request body onENDPOINT_NOT_FOUNDfallback (#20963, @brendanmaguire)MLFLOW_GATEWAY_RESOLVE_API_KEY_FROM_FILEflag to prevent local file inclusion in API gateway (#20965, @TomeHirata)RestExceptioncrash on nullerror_codeand incorrect except clause (#20903, @copilot-swe-agent)experiment_idtype error in gateway config resolver (#20764, @copilot-swe-agent)mlflow.pyfunc.log_modelwithloader_moduleparam (#20727, @WeichenXu123)mlflow demoURL to use experiment ID instead of name (#20678, @copilot-swe-agent)_validate_max_retriesand_validate_backoff_factor(#20597, @vb-dbrks)_search_runsand handlemax_results=None(#20547, @copilot-swe-agent)Documentation updates:
mlflow migrate-filestorecommand (#20616, @harupy)use-prompts-in-apps.mdx(#20661, @PattaraS)use-prompts-in-apps.mdxwith a section for prompt linking under traced method (#20593, @PattaraS)ToolAgentname formatting in ag2 documentation and examples (#20470, @Umakanth555)Small bug fixes and documentation updates:
#20959, #20915, #20986, #20956, #20912, #20955, #20943, #20919, #20776, #20826, #20781, #20767, #20761, #20760, #20763, #20762, #20687, #20746, #20682, #20667, #20658, #20578, #20559, #20495, #20497, @TomeHirata; #21006, #20980, #20707, #20777, @bbqiu; #20950, #21008, #20877, #20822, #20817, #20813, #20816, #20796, #20815, #20765, #20716, #20689, #20744, #20690, #20451, #20502, #20252, #20314, #20210, @B-Step62; #21000, #20975, #20806, #20449, #20686, #20603, #20573, #20572, #20584, #20551, #20526, #20550, #20523, #20525, #20453, #20478, #20452, #20438, #20474, #20460, #20457, #20459, #20456, #20444, #20418, #20285, #20284, #20283, #20282, #20281, #20280, #20051, @smoorjani; #21005, #21007, #20880, #20857, #20802, #20779, #20717, #20713, #20714, #20692, #20693, #20683, #20675, #20665, #20674, #20673, #20663, #20662, #20659, #20652, #20649, #20650, #20647, #20646, #20641, #20638, #20635, #20634, #20633, #20626, #20625, #20621, #20619, #20618, #20617, #20606, #20564, #20581, #20570, #20568, #20566, #20558, #20560, #20543, #20554, #20537, #20536, #20532, #20530, #20528, #20512, #20505, #20501, #20498, #20496, #20491, #20490, #20489, #20487, #20486, #20484, #20483, #20482, #20441, #20436, #20427, #20417, #20400, #20399, #20397, #20395, #20396, #20391, #20342, #20341, #20332, #20326, #20316, #20315, #20305, #20300, #20299, #20297, #20293, #20268, #20262, #20260, #20251, #20250, #20244, #20235, #20228, #20227, #20226, #20220, #20202, #20186, #20172, #20152, #20150, #19984, #20102, #20098, #20095, #20093, #20094, #20091, #20090, #20089, #20088, #20087, #20086, #20085, #20084, #20083, #20082, #20081, #20080, #20077, #20076, #20075, #20070, #20067, #20069, #20020, #20026, @copilot-swe-agent; #20793, #20791, #20768, @WeichenXu123; #20979, #20701, #20609, #20608, #20569, #20535, #20481, #20318, #20224, #20149, #20119, #20068, #20014, #20016, #20019, @harupy; #20973, @Gkrumbach07; #21003, #20936, #20730, #20041, #20381, @xsh310; #20989, #20830, #20766, #20759, #20758, #20757, #20756, #20699, #20697, #20696, #20695, #20694, #20255, #20254, #20253, #20248, #20247, #20010, #20009, #19999, #19998, #19976, #19975, #19974, #19973, #19971, @daniellok-db; #20976, @aravind-segu; #20725, #20339, #20565, #20660, #20455, #20440, #20404, #20403, #20402, #20567, #20542, #20541, #20540, #20557, #20503, #20506, #20500, #20499, #20467, #20338, #20337, #20331, #20462, #20329, #20328, #20323, @serena-ruan; #20737, @jamesbxwu; #20862, #20861, @PattaraS; #20805, #20705, #20373, @mprahl; #20773, @etirelli; #20753, @etscript; #20629, #19758, @justinwei-db; #20711, @kevin-lyn; #20576, @nisha2003; #20553, [#&
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