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Sacred v0.8.2 Release Notes

• 🛠 Minor bugfix release that resolves some bugs for Python 3.8+ and issues with the read-only container types.

  • 🔋 Feature: Added support for pickling and YAML serialization to the read-only containers (#775, #737)
  • 🔋 Feature: Added git integration to SqlObserver (#741)
  • 🔋 Feature: Added support for a collection prefix in MongoObserver (#704)
  • 🛠 Bugfix: Fix print_config command for Python 3.8 (#719)
  • 🛠 Bugfix: Fix save_config command (#765)
  • 🛠 Bugfix: Named config updates are now distributed correctly during the configuration creation process (#769, #777)
  • 🛠 Bugfix: Parsing of the nvidia_smi output now also works with non-Unicode (e.g., Chinese) characters in process names (#776)
  • 🛠 Bugfix: Fix type annotations of MongoObserver (#762)
  • 🛠 Bugfix: Terminate tee on timeout. This is a workaround that prevents program crashes caused by output capturing (#740)
  • 🛠 Bugfix: Improve parsing of config scopes (#699, #764)
  • Bigfix: Fix error tracking of ConfigErrors when raised in a config scope (#733)
  • 🛠 Bugfix: Made git import optional (#724)

Previous changes from v0.8.0

• 🚀 Major release with several breaking changes.

  • 👍 API change: Dropped support for Python 2
  • 0️⃣ API change: Gathering of git information gathering is now enabled by default #595
  • API change: Switched constructor from Observer.create(...) to Observer(...) for all observers.
  • API change: Changed the interface for collecting custom host-information #569
  • API change: Changed interface for defining CLI options. #572
  • 🔋 Feature: Added new S3 file observer #542
  • 🔋 Feature: added started_text option to TelegramObserver #494
  • 🔋 Feature: added copy/deepcopy support to read-only containers #500
  • 🛠 Bugfix: FileStorage Observer is more reliable under parallel execution #503
  • 🛠 Bugfix: FileStorageObserver now raises an error when an artifact would overwrite an important file #647
  • 🛠 Bugfix: fixed inconsistent config nesting behavior #409 #505
  • 🛠 Bugfix: Several fixes for tensorflow integration
  • 🛠 Bugfix: Fixed crash due to missing brand-key on some machines # 512
  • 👷 Internal: Migrated CI server to Azure
  • Internal: Added pre-commit hooks for pep 8 checks and python black for automated code formatting
  • Internal: Started using pathlib.Path instead of os.path in many places

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