v1.6.0 release notes and docs

[ritch]

Still WIP and needs initial review.

Summary by CodeRabbit

• New Features
  • Removed Auth0 as a hard dependency, introducing direct authentication with Identity Providers.
  • Launched a new super admin UI and customizable login page.
  • Introduced "Central Auth Service" for streamlined user authentication management.
  • Added "Pluggable Auth" system for authentication customization.
  • Implemented support for user groups and dataset access management.
  • Enhanced admin capabilities with user search functionality.
  • Updated documentation to include a new section on "Pluggable Auth" for Teams deployments.
  • Detailed documentation for the "Pluggable Authentication" feature, including setup and migration instructions, Super Admin UI configuration, and REST API details.

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Walkthrough

FiftyOne Teams version 1.6.0 underwent significant changes, introducing features like group management, Central Authentication Service, Pluggable Authentication system, removal of Auth0 dependency, support for Identity Providers, Super Admin UI, user search functionality, and login page customization. Additionally, there are updates related to roles, groups, and access permissions for users in Teams deployments.

Changes

File Path	Change Summary
.../release-notes.rst	Added group management, Central Authentication Service, Pluggable Authentication, removed Auth0 dependency, support for Identity Providers, Super Admin UI, user search functionality, and login page customization.
.../teams/index.rst	Expanded description to include configuring roles, groups, and access permissions for users in Teams deployments. Added a new section on "Pluggable Auth."
.../teams/pluggable_auth.md	Introduced Pluggable Authentication with Central Authentication Service (CAS) in legacy and internal modes, offering UI, REST API, and JavaScript Hook mechanism for user data and authentication management.
.../tutorials/monocular_depth_estimation.ipynb	Added a section on "Hugging Face Transformers Integration" demonstrating the use of transformer-based models for monocular depth estimation using FiftyOne's integration.
.../tutorials/yolov8.ipynb	Updated links related to YOLOv8 and added a section on FiftyOne's Ultralytics Integration for running inference with an existing YOLOv8 model on a FiftyOne dataset.
.../teams/roles_and_permissions.rst	Updated user roles, introduced user groups, modified permissions for managing users collectively, clarified dataset permissions based on roles and groups, and enhanced access control for datasets.

🐰✨

To celebrate the changes, here's a poem:

In the realm of data and code,
FiftyOne Teams' new mode.
Auth0 fades, Identity Providers soar,
With groups and roles galore.
Super Admins guide the way,
Secure data, come what may! 🌟

🐰✨

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[codecov[bot]]

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Project coverage is 28.84%. Comparing base (e1edc8b) to head (1688ce2). Report is 135 commits behind head on main.

:exclamation: Current head 1688ce2 differs from pull request most recent head d1bf016. Consider uploading reports for the commit d1bf016 to get more accurate results

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #4212   +/-   ##
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  Coverage   28.84%   28.84%           
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  Files         768      768           
  Lines       97032    97032           
  Branches     1120     1120           
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  Hits        27988    27988           
  Misses      69044    69044           

Flag	Coverage Δ
app	16.02% <ø> (ø)
python	99.23% <ø> (ø)

Flags with carried forward coverage won't be shown. Click here to find out more.

:umbrella: View full report in Codecov by Sentry.
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[findtopher]

I'm linking the install instructions to the Migrating from Legacy to internal mode header for migrating from legacy-to-internal mode (assumption is https://docs.voxel51.com/teams/pluggable_auth.html#migrating-from-legacy-to-internal-mode)

Please let me know when that section is complete and if the title changes!