AREkit-0.24.0 What's new

[nicolay-r]

• 🔥 Pypi -- compose package version #296

Improvements

• Pipelines Flexibility [ARElight backlog] #527
• automate NoFolding support, easy API usage 🔥 NoFolding -- consider this option by default for sampling #466
• 🔧 Entity -- forced value lowering #417
• 🔧 Folding -- supposed to be in a form of algorithm, without ids storage #489
• 🔧 OpenNREJsonWriter does not support frames and writing of other text related columns. #502 because of No frames in output  #501 were fixed
• 🔧 tqdm -- Progress bar looks stucked (not-updated) when document has empty annotation #510
• SamplesIO target extension -- make extention a part of the writer [annoying, user experience feedback] #503
• Support NEREL collection #507
• remove everything related to applications and related framework if everything will be OK with the paper (0.23.1 as well)
• SQLite writer support #520
• 🔧 Opinion -- source and target values are automatically lowered #526

Generalization

• Long delayed issue: ❗ ParsedSampleRow -- to common, considering cols_providers (Base, Network) as an extra parameter for value parsing. #284
• API: doc renaming Rename news to doc [paper feedback] #457
• Opinion.Sentiment -- rename for more generalized version, i.e. Label #522

Changes and Simplifications

• ❌ Remove TwoClassCV folding from common usage (keep it in tests) #517
• ❌ Drop support of reading grouped Opinions (Remove TextOpinionLinkagesToOpinionConverterPipelineItem class #491 and BaseOpinionLinkagesView #492 related) [the related unit-test was optional and has been removed as well)
• ❌ Samples Balancing -- remove the related option  #483
• ❌ BaseIDProvider -- this class should not provide the connection of opinions and samples. #376

Minor

• Label -- save str value type [arekit-ss backlog] #521
• SentiNEREL collection serialization -- create_train_pipeline and create_test_pipeline are the same #505
• PredefinedTextOpinionAnnotator -- Opinion Identifier Treated as Entity ID #514
• Python 3.10 -- AttributeError: module 'collections' has no attribute 'Iterable' #534
• Make to string for doc_now parameter:
  

[nicolay-r]

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