Update dependency mlflow to v3 #25
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This PR contains the following updates:
==1.20.0->==3.6.0Release Notes
mlflow/mlflow (mlflow)
v3.6.0Compare Source
MLflow 3.6.0 includes several major features and improvements for AI Observability, Experiment UI, Agent Evaluation and Deployment.
Breaking changes:
_1,_2, ...) from span names (#18531, @serena-ruan)Features:
mlflow.pytorchpyfunc loader supporting pytorch forecasting model (#18428, @WeichenXu123)search_tracestool for agentic judge (#18228, @dbrx-euirim)Bug fixes:
delete_tracescalls to Databricks MLflow server (#18563, @dbrx-euirim)pathlib.Pathinvalidation.py(#16660, @benglewis)Documentation updates:
Small bug fixes and documentation updates:
#18735, #18429, #18530, #18416, #18401, #18400, #18465, #18453, #18414, #18421, @B-Step62; #18641, #18631, #18629, #18605, #18426, #18603, #18526, #18587, #18583, #18564, #18536, #18544, #18567, #18565, #18533, #18535, #18501, #18498, #18368, #18357, #18471, #18476, #18356, #18214, #17975, @serena-ruan; #18600, #18604, #18602, #18566, #18549, #18538, #18517, #15849, #18492, #18468, #18475, #18469, #18467, #18452, #18449, #18450, #18447, #18442, #18327, #18395, #18418, #18350, #18278, #18242, #18234, #18203, #18175, #18210, @harupy; #18625, #18424, #18028, @daniellok-db; #18616, #18615, #18607, #18598, #18588, #18586, #18584, #18572, #18580, #18571, #18554, #18553, #18552, #18551, #18548, #18546, #18528, #18527, #18525, #18521, #18520, #18515, #18519, #18518, #18506, #18507, #18505, #18502, #18495, #18494, #18472, #18463, #18464, #18462, #18443, #18440, #18399, #18394, #18393, #18392, #18390, #18389, #18380, #18376, #18378, #18377, #18366, #18362, #18361, #18343, #18340, #18318, #18311, #18307, #18269, #18268, #18261, #18260, #18259, #18258, #18257, #18256, #18253, #18254, #18252, #18250, #18243, #18238, #18213, #18206, #18198, #18184, #18179, @copilot-swe-agent; #18578, #18569, @TomeHirata; #18575, @dbrx-euirim; #18570, #18116, #18360, #18351, @WeichenXu123; #18513, #18461, #18430, #18336, @BenWilson2; #18459, @smoorjani; #18488, @raymondzhou-db; #18334, @NJAHNAVI2907
v3.5.1Compare Source
MLflow 3.5.1 is a patch release that includes several bug fixes and improvements.
Features:
set_databricks_monitoring_sql_warehouse_idAPI (#18346, @dbrx-euirim)Bug fixes:
Documentation updates:
v3.5.0Compare Source
MLflow 3.5.0 includes several major features and improvements!
Major Features
Features
unlink_traces_from_runbatch operation (#18316, @harupy)__repr__method for Judges (#17794, @BenWilson2)Bug Fixes
get_traceto improve reliability (#18224, @B-Step62)to_predict_fnto handle traces without tags field (#17784, @harupy)delete_trace_tagto prevent 404 errors (#18232, @copilot-swe-agent)job_startAPI (#18226, @BenWilson2)merge_records()API (#18047, @BenWilson2)allow_missingis set (#17541, @mr-brobot)to_evaluation_datasetmethod (#17886, @sadelcarpio)mlflow serverexiting immediately when optionalhueypackage is missing (#18016, @harupy)Documentation Updates
max_few_show_examplestomax_few_shot_examples(#18246, @srinathmkce)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,
Configuration
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