Single Ontology Data Augmentation

[Pushkar-Bhuse]

Description of changes

The augmentation framework introduced in #621 and #685 introduce a way to perform augmentation on multiple ontologies. This PR works on creating a method to simplify the operations of the BaseDataAugmentationOp by allowing augmentation of only one ontology at a time.

Possible influences of this PR.

This PR will have two uses:

1. It will provide a DA method with increased simplicity of implementation (while also removing freedom of augmenting multiple ontologies).
2. It will provide a platform to port all existing DA algorithms to the new Op format.

Test Conducted

All implementations and tests conducted for existing DA methods in Forte were updated to work with the new Op structure and the format required by SingleTokenAugmentationOp

[codecov]

Codecov Report

Merging #717 (98de210) into master (f73ef0b) will decrease coverage by 0.02%.
The diff coverage is 90.99%.

@@            Coverage Diff             @@
##           master     #717      +/-   ##
==========================================
- Coverage   81.36%   81.34%   -0.03%     
==========================================
  Files         242      243       +1     
  Lines       18291    18338      +47     
==========================================
+ Hits        14883    14917      +34     
- Misses       3408     3421      +13     

Impacted Files	Coverage Δ
.../algorithms/embedding_similarity_replacement_op.py	96.00% <ø> (ø)
..._augment/algorithms/distribution_replacement_op.py	75.67% <80.00%> (ø)
...orte/processors/data_augment/algorithms/eda_ops.py	87.17% <87.17%> (ø)
...rs/data_augment/algorithms/single_annotation_op.py	88.00% <88.00%> (ø)
...ssors/data_augment/algorithms/word_splitting_op.py	88.63% <88.63%> (ø)
...ors/data_augment/algorithms/back_translation_op.py	83.33% <100.00%> (+1.75%)	⬆️
...ssors/data_augment/algorithms/character_flip_op.py	90.62% <100.00%> (+3.52%)	⬆️
...ta_augment/algorithms/dictionary_replacement_op.py	92.00% <100.00%> (+1.52%)	⬆️
...ors/data_augment/algorithms/typo_replacement_op.py	84.21% <100.00%> (+1.35%)	⬆️
...ment/algorithms/back_translation_augmenter_test.py	95.45% <100.00%> (+0.21%)	⬆️
... and 8 more

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[hunterhector]

We can provide better documentation in a way to help developers:

https://asyml-forte--717.org.readthedocs.build/en/717/code/data_aug.html

Check the generated documentation to see if you will find it useful from a developer's angle.