Update dependency mlflow to v3 [SECURITY] #4916
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This PR contains the following updates:
==2.21.3->==3.5.0Warning
Some dependencies could not be looked up. Check the Dependency Dashboard for more information.
MLFlow SSRF via gateway_proxy_handler
BIT-mlflow-2025-52967 / CVE-2025-52967 / GHSA-wxj7-3fx5-pp9m / PYSEC-2025-52
More information
Details
gateway_proxy_handler in MLflow before 3.1.0 lacks gateway_path validation.
Severity
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:N/I:L/A:NReferences
This data is provided by OSV and the GitHub Advisory Database (CC-BY 4.0).
BIT-mlflow-2025-52967 / CVE-2025-52967 / GHSA-wxj7-3fx5-pp9m / PYSEC-2025-52
More information
Details
gateway_proxy_handler in MLflow before 3.1.0 lacks gateway_path validation.
Severity
Unknown
References
This data is provided by OSV and the PyPI Advisory Database (CC-BY 4.0).
MLFlow unsafe deserialization
BIT-mlflow-2024-37059 / CGA-2xhw-w75q-cpqg / CVE-2024-37059 / GHSA-wf7f-8fxf-xfxc
More information
Details
Deserialization of untrusted data can occur in versions of the MLflow platform running version 0.5.0 or newer, enabling a maliciously uploaded PyTorch model to run arbitrary code on an end user’s system when interacted with.
Severity
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:HReferences
This data is provided by OSV and the GitHub Advisory Database (CC-BY 4.0).
Release Notes
mlflow/mlflow (mlflow)
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, #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
v3.4.0Compare Source
MLflow 3.4.0rc0 includes several major features and improvements
Major New Features
make_judgeAPI enables creation of custom evaluation judges for assessing LLM outputs with domain-specific criteria. (#17647, @BenWilson2, @dbczumar, @alkispoly-db, @smoorjani)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, [#
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