chore(deps): update dependency mlflow to v2.5.0 [security] - autoclosed #28
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This PR contains the following updates:
==2.3.2
->==2.5.0
⚠ Dependency Lookup Warnings ⚠
Warnings were logged while processing this repo. Please check the Dependency Dashboard for more information.
GitHub Vulnerability Alerts
CVE-2023-3765
Absolute Path Traversal in GitHub repository mlflow/mlflow prior to 2.5.0.
Release Notes
mlflow/mlflow (mlflow)
v2.5.0
Compare Source
MLflow 2.5.0 includes several major features and improvements:
Features:
Bug fixes:
mlflow server
ormlflow ui
on Windows, we recommend upgrading to MLflow 2.5.0 as soon as possible.Documentation updates:
Deprecation:
gluon
model flavor. Themlflow.gluon
module will be removed in a future release. (#8968, @harupy)Small bug fixes and documentation updates:
#9069, #9056, #9055, #9054, #9048, #9043, #9035, #9034, #9037, #9038, #8993, #8966, #8985, @BenWilson2; #9039, #9036, #8902, #8924, #8866, #8861, #8810, #8761, #8544, @jerrylian-db; #8903, @smurching; #9080, #9079, #9078, #9076, #9075, #9074, #9071, #9063, #9062, #9032, #9031, #9027, #9023, #9022, #9020, #9005, #8994, #8979, #8983, #8984, #8982, #8970, #8962, #8969, #8968, #8959, #8960, #8958, #8956, #8955, #8954, #8949, #8950, #8952, #8948, #8946, #8947, #8943, #8944, #8916, #8917, #8933, #8929, #8932, #8927, #8930, #8925, #8921, #8873, #8915, #8909, #8908, #8911, #8910, #8907, #8906, #8898, #8893, #8889, #8892, #8891, #8887, #8875, #8876, #8882, #8874, #8868, #8872, #8869, #8828, #8852, #8857, #8853, #8854, #8848, #8850, #8840, #8835, #8832, #8831, #8830, #8829, #8839, #8833, #8838, #8819, #8814, #8825, #8818, #8787, #8775, #8749, #8766, #8756, #8753, #8751, #8748, #8744, #8731, #8717, #8730, #8691, #8720, #8723, #8719, #8688, #8721, #8715, #8716, #8718, #8696, #8698, #8692, #8693, #8690, @harupy; #9030, @AlimurtuzaCodes; #9029, #9025, #9021, #9013, @viktoriussuwandi; #9010, @Bncer; #9011, @Pecunia201; #9007, #9003, @EdAbati; #9002, @prithvikannan; #8991, #8867, @AveshCSingh; #8951, #8896, #8888, #8849, @gabrielfu; #8913, #8885, #8871, #8870, #8788, #8772, #8771, @serena-ruan; #8879, @maciejskorski; #7752, @arunkumarkota; #9083, #9081, #8765, #8742, #8685, #8682, #8683, @dbczumar; #8791, @mhattingpete; #8739, @yunpark93
v2.4.2
Compare Source
MLflow 2.4.2 is a patch release containing the following bug fixes and changes:
Bug fixes:
feature_deps
in ModelVersion creation for UC (#8867, #8815, @AveshCSingh)MLFLOW_ENABLE_MULTIPART_DOWNLOAD
inDatabricksArtifactRepository
(#8884, @harupy)Documentation updates:
Small bug fixes and documentation updates:
#8966, @BenWilson2; #8881, @harupy; #8846, #8760, @smurching
v2.4.1
Compare Source
MLflow 2.4.1 is a patch release containing the following features, bug fixes and changes:
Features:
mlflow.johnsnowlabs
flavor for thejohnsnowlabs
package (#8556, @C-K-Loan)save_model
andlog_model
for thetransformers
flavor (#8678, @BenWilson2)Bug fixes:
mlflow server
ormlflow ui
, we recommend upgrading to MLflow 2.4.1 as soon as possible.transformers
serialization for ModelCards that contain invalid characters (#8652, @BenWilson2)Small bug fixes and documentation updates:
#8677, #8674, #8646, #8647, @dbczumar; #8654, #8653, #8660, #8650, #8642, #8636, #8599, #8637, #8608, #8633, #8623, #8628, #8619, @harupy; #8655, #8609, @BenWilson2; #8648, @serena-ruan; #8521, @ka1mar; #8638, @smurching; #8634, @PenHsuanWang
v2.4.0
Compare Source
MLflow 2.4.0 includes several major features and improvements
Features:
mlflow.data
andmlflow.log_input()
(#8186, @prithvikannan)mlflow.log_table()
andmlflow.load_table()
APIs for logging evaluation tables (#8523, #8467, @sunishsheth2009)mlflow.get_parent_run()
fluent API (#8493, @annzhang-db)mlflow.evaluate()
to support LLM tasks (#8484, @harupy)Chain
andLLMChain
inmlflow.langchain
flavor (#8453, @liangz1)mlflow.langchain
flavor (#8297, @sunishsheth2009)mlflow.sentence_transformers
flavor for SentenceTransformers (#8479, @BenWilson2; #8547, @Loquats)mlflow.transformers
flavor (#8448, @ankit-db)max_shard_size
parameter in themlflow.transformers
flavor (#8567, @wenfeiy-db)mlflow.transformers
flavor (#8464, @BenWilson2)mlflow.transformers
flavor (#8492, @BenWilson2)mlflow.transformers
flavor (#8495, @BenWilson2)mlflow.transformers
pyfunc outputs (#8512, @BenWilson2)mlflow.models.set_signature()
API to set the signature of a logged model (#8476, @jerrylian-db)mlflow.onnx.log_model()
(#8433, @leqiao-1)Bug fixes:
mlflow server
withFlask<2.0
(#8463, @kevingreer)mlflow.transformers
pyfunc scalar string output to list of strings during batch inference (#8546, @BenWilson2)mlflow models build-docker
(#8488, @Hellzed)Documentation updates:
mlflow models
CLI command examples (#8480, @vijethmoudgalya)Small bug fixes and documentation updates:
#8611, #8587, @dbczumar; #8617, #8620, #8615, #8603, #8604, #8601, #8596, #8598, #8597, #8589, #8580, #8581, #8575, #8582, #8577, #8576, #8578, #8561, #8568, #8551, #8528, #8550, #8489, #8530, #8534, #8533, #8532, #8524, #8520, #8517, #8516, #8515, #8514, #8506, #8503, #8500, #8504, #8496, #8486, #8485, #8468, #8471, #8473, #8470, #8458, #8447, #8446, #8434, @harupy; #8607, #8538, #8513, #8452, #8466, #8465, @serena-ruan; #8586, #8595, @prithvikannan; #8593, #8541, @kriscon-db; #8592, #8566, @annzhang-db; #8588, #8565, #8559, #8537, @BenWilson2; #8545, @apurva-koti; #8564, @DavidSpek; #8436, #8490, @jerrylian-db; #8505, @eliaskoromilas; #8483, @WeichenXu123; #8472, @leqiao-1; #8429, @jinzhang21; #8581, #8548, #8499, @gabrielfu;
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