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CHANGELOG.md

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DIME Change Log

All notable changes to this project will be documented in this file. This project adheres to Semantic Versioning starting with version 0.0.1a1

[1.2.1] - 2022-10-11

Bugfixes

  • fixed a bug that prevented toggling the secure_url option via .env

[1.2.0] - 2022-10-11

Improvements

  • added the support for toggle between HTTP and HTTPS for securing bot URL when explaining models via REST API

[1.1.3] - 2022-10-10

Improvements

  • redefined file io constants for source code clarity

Bugfixes

  • fixed a bug that caused errors in retrieving models due to an unexpected reverse argument

[1.1.2] - 2022-10-09

Improvements

  • enabled data_source_path argument passing in process queue
  • explanations UI improvements

Bugfixes

  • refined constant definitions
  • fixed version inconsistency in the UI by fetching the version directly from the backend configurations
  • fixed frontend doc url inconsistencies by defining them in the backend
  • fixed api url inconsistencies by defining them in the backend

[1.1.1] - 2022-09-18

Improvements

  • removed custom dir and moved dime_diet_classifier to a dir called 'dime_components' in init dir list
  • improved favicon support and the manifest
  • UI Improvements

Bugfixes

  • removed redundant .env file loading
  • turned off version check for config file

[1.1.0] - 2022-08-11

Improvements

  • added Sinhala-English code-switching typing support

[1.0.1] - 2022-08-11

Bugfixes

  • fixed process queue initialization exception on linux-based devices

[1.0.0] - 2022-07-16

Improvements

  • optimized react js codebase for DIME Server
  • renamed process to process_queue and added support to specify a specific data_source_path to preserve the process queue
  • moved default in memory process queue to dime_cache

Bugfixes

  • fixed model count error after changing the active model path in DIME Server

[0.0.4a14] - 2022-07-13

Bugfixes

  • fixed dime init bug where .dime_cache was not properly copied to the project directory

[0.0.4a13] - 2022-07-13

Improvements

  • updated package dependencies to avoid conflicts with rasa dependencies

Bugfixes

  • dependency updates for pandas and numpy to resolve conflicts on Google Co-Lab
  • extended DIME support for Python 3.7 to enable DIME on Co-Lab notebooks
  • updated dime init dir structure to include DIME-compatible custom DIET classifier component
  • updated init dir instructions and readmes
  • added an updated initial rasa model taken from rasa init trained using custom DIET classifier
  • moved .env files from server root to project root
  • added a dummy env file to the init project root

[0.0.4a12] - 2022-07-12 (Unreleased)

Features

  • DIME CLI supports quiet mode which suppresses all logs and only outputs stdout and stderr for final outputs for the explanation generation process
  • added full React support
  • added Download-able DIME Explanations
  • added Upload feature to the DIME Server which allows to upload previously generated dDIME explanation JSON files to the server
  • added Peak feature to the DIME Server which allows to quickly visualize dime explanation files without having to upload it to the server
  • DIME Server allows to manage both models and explanations available on the server, locally
  • added a In-Memory Process Queue to allow users to Abort explanation generation requests made from the server
  • added support for Rasa 2.8.8 models
  • added the ability to load custom rasa pipeline components while loading a model for explanation generation. (only available on local models)
  • added --quiet flag to dime init which creates a new DIME project from scratch without prompting for user inputs for project location verification

Improvements

  • CLI-related docstrings were added for clarity based on the Google Python Styleguide
  • added the ability to track explanation generation requests sent from DIME server using a unique request ID attached to the process IDs. Aborting requests was not supported in previous versions

Deprecations and Removals

  • server cache was disabled and the behavior was assigned to process queue component of the DIME server
  • removed React browser router and utilized hash router instead to avoid root route conflicts and routing loops
  • softmax function and exp_norm_softmax functions are deprecated and will be removed in Rasa 2.0.0 onwards. to_probability_series can be utilized to convert feature importance score series to a probability series
  • Accuracy and F1-Score are deprecated as metrics in DIME core. Model Confidence should be used as the default metric for all feature importance calculations

Bugfixes

  • fixed a JSON serialization error occurred while trying to parse numpy values given by the normalization, probability series calculation and feature selection methods
  • DIME sever is now able to serve react frontends and static files, and able to redirect to the correct hash route when non hash routes are being called
  • DIME server is able to correctly process subprocess stdout and stderr byes and figure out DIME exceptions while generating explanations
  • DIME config validations were refined due to not being able to detect empty data instances specified in the DIME configuration file
  • React logs were suppressed in production environments
  • server-sent configuration validations were properly implemented