0.0.10rc2

What's Changed

• user-friendly logging by @hasan7n in #339
• Add mount options from the CLI by @davidjurado in #279
• Fixing CLI commands fail when mount option not present. by @sergey-serebryakov in #341
• Add outputfile option to inspect by @hasan7n in #340
• Updating kfp library version to 1.8.22 by @sergey-serebryakov in #349
• Fixing command line interface for the run command. by @sergey-serebryakov in #348
• Refactoring code related to MLCube CLI options. by @sergey-serebryakov in #350
• Add CUDA_VISIBLE_DEVICES environment variable when using the --gpus flag by @davidjurado in #345
• Updating GPU (accelerator) support in MLCube. by @sergey-serebryakov in #351
• Initial commit for supporting CLI singularity arguments when input for singularity runner is docker configuration. by @sergey-serebryakov in #352
• Singularity flags bugfix. by @sergey-serebryakov in #353
• Version bump to 0.0.10rc2. by @sergey-serebryakov in #354

New Contributors

• @hasan7n made their first contribution in #339

Full Changelog: 0.0.10rc1...0.0.10rc2

0.0.10rc1

What's Changed

• Updating MLCube trademark to R. by @sergey-serebryakov in #323
• MLC is registered by @TheKanter in #311
• Correct version parsing for singularity-ce. by @sergey-serebryakov in #326
• Correct version comparison in Client.supports_fakeroot. by @sergey-serebryakov in #327
• Moving singularity version string parsing into its own method. by @sergey-serebryakov in #328
• Refactoring Platform.get_installed_runner method. by @sergey-serebryakov in #329
• Writing log messages when MLCube fails to validate runner configuration. by @sergey-serebryakov in #330
• Unit test to create Singularity runner config with docker-based MLCube. by @sergey-serebryakov in #331
• Switch to Trusted Publisher method for PyPi releases by @nathanw-mlc in #324
• DockerImage class to work with components of docker image names. by @sergey-serebryakov in #332
• Adding support for docker: protocol for DockerImage.from_string mehod. by @sergey-serebryakov in #333
• Parse short docker image names correctly. by @sergey-serebryakov in #334
• add podman unit tests by @dfeddema in #312
• Support for arbitrary docker registries. by @sergey-serebryakov in #335
• Support for auth tokens. by @sergey-serebryakov in #336
• Support for docker user name and password environmen variables. by @sergey-serebryakov in #337
• Version bump to 0.0.10rc1. by @sergey-serebryakov in #338

New Contributors

• @TheKanter made their first contribution in #311

Full Changelog: 0.0.10rc0...0.0.10rc1

0.0.10rc0

Release candidate rc0 0.0.10.

• Repository updates
  • Updating license header (#309), fixing links to license files (#310).
• New internal functionality:
  • New method in Shell class to run commands and capture their outputs (#313).
  • Refactoring singularity runner by discarding the spython dependency, and adding new class that implements singularity client API (#314). The goal is to better support different methods to run singularity, including support for Apptainer.
• New/Improved user-facing functionality:
  • Support for mlcube inspect command (#315) for docker (#316) and singularity (#317) runners.
  • Fixing bugs related to generating web-based documentation pages (#319)
  • Improving console-based documentation (#321).

0.0.9

• Multiple documentation updates (#278, #281, #283, #285).
• Bug fixes (#284, #294, #302, #303).
• Web UI improvements (#273, #274).
• Python runtime and project dependencies
  • New OS and python version for test workflows (#280, #282).
  • Removing redundant dependencies (#295).
  • Splitting dependencies into production / test / development dependencies (#298).
  • Incrementing version of project dependencies (#252, #297).
• Support for ~ and environment variables in MLCube parameters (#290).
• New CLI arguments for Docker and Singularity runners (--network, --security, --gpus, --memory, --cpu) (#277).

0.0.8

• Support for tasks' custom entry points.
• Unit tests for MLCube core library and docker and singularity runners.
• Bug fixes.
• Support for docker and singularity mount options.

0.0.7

Bug-fix release.

This release fixes the #254 issue (#255 PR).

0.0.6

New major features in this release:

• MLCube docker runner can now configure MLCubes using tarballs (these are docker images exported with docker save command).
• MLCube singularity runner supports run arguments.
• MLCube runners return exit codes when executions fail.

0.0.5

This release introduces a number of bug fixes.

• Updating PyYAML version to >= 5.4.
• Fixing docker run arguments in Windows OS (mount paths).
• Unifying the use of environment variable pointing to a MLCube system settings file (MLCUBE_GLOBAL_CONFIG -> MLCUBE_SYSTEM_SETTINGS).

Also, the MLCube CLI now better handles --task argument (See PR #224 ).

0.0.4

MLCube config v2

MLCube config v2 is the next iteration of MLCube development that:

• Improves and simplifies MLCube developer experience.
• Improves MLCube user experience.
• Provides new functionality, such as:
  • Support for specifying hardware and software requirements in MLCube configuration files.
  • Support for multiple platforms of the same type configured for different environments, such as being able to use different GCP accounts to run MLCube in the cloud.

0.0.3

Updating version to 0.0.3.