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Containers to be used for general purpose Data Science
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Bump mlflow from 1.6.0 to 2.5.0 in /constrstarts-fastai #114

Open dependabot[bot] opened 1 year ago

dependabot[bot] commented 1 year ago

Bumps mlflow from 1.6.0 to 2.5.0.

Release notes

Sourced from mlflow's releases.

MLflow 2.5.0 includes several major features and improvements:

Features:

Bug fixes:

  • [Security] Improve robustness to LFI attacks on Windows by enhancing path validation (#8999, @​serena-ruan)
    • If you are using mlflow server or mlflow ui on Windows, we recommend upgrading to MLflow 2.5.0 as soon as possible.
  • [Scoring] Support nullable array type values as spark_udf return values (#9014, @​WeichenXu123)
  • [Models] Revert cache deletion of system modules when adding custom model code to the system path (#8722, @​trungn1)
  • [Models] add micro version to mlflow version pinning (#8687, @​C-K-Loan)
  • [Artifacts] Prevent manually deleted artifacts from causing artifact garbage collection to fail (#8498, @​PenHsuanWang)

Documentation updates:

  • [Docs] Update .push_model_to_sagemaker docs (#8851, @​pdifranc)
  • [Docs] Fix invalid link for Azure ML documentation (#8800, @​dunnkers)
  • [Artifacts / Docs / Models / Projects] Adds information on the OCI MLflow plugins for seamless integration with Oralce Cloud Infrastructure services. (#8707, @​mrDzurb)

Deprecation:

  • [Models] Deprecate the gluon model flavor. The mlflow.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

MLflow 2.4.2 is a patch release containing the following bug fixes and changes:

Bug fixes:

Documentation updates:

  • [Examples / Docs] Add question-answering and summarization examples and docs with LLMs (#8695, @​dbczumar)

... (truncated)

Changelog

Sourced from mlflow's changelog.

2.5.0 (2023-07-17)

MLflow 2.5.0 includes several major features and improvements:

Features:

Bug fixes:

  • [Security] Improve robustness to LFI attacks on Windows by enhancing path validation (#8999, @​serena-ruan)
    • If you are using mlflow server or mlflow ui on Windows, we recommend upgrading to MLflow 2.5.0 as soon as possible.
  • [Scoring] Support nullable array type values as spark_udf return values (#9014, @​WeichenXu123)
  • [Models] Revert cache deletion of system modules when adding custom model code to the system path (#8722, @​trungn1)
  • [Models] add micro version to mlflow version pinning (#8687, @​C-K-Loan)
  • [Artifacts] Prevent manually deleted artifacts from causing artifact garbage collection to fail (#8498, @​PenHsuanWang)

Documentation updates:

  • [Docs] Update .push_model_to_sagemaker docs (#8851, @​pdifranc)
  • [Docs] Fix invalid link for Azure ML documentation (#8800, @​dunnkers)
  • [Artifacts / Docs / Models / Projects] Adds information on the OCI MLflow plugins for seamless integration with Oralce Cloud Infrastructure services. (#8707, @​mrDzurb)

Deprecation:

  • [Models] Deprecate the gluon model flavor. The mlflow.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

2.4.2 (2023-07-10)

MLflow 2.4.2 is a patch release containing the following bug fixes and changes:

Bug fixes:

... (truncated)

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