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[Docs] Features + release notes #5188

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576 changes: 318 additions & 258 deletions docs/source/brain.rst

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4 changes: 2 additions & 2 deletions docs/source/dataset_zoo/index.rst
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Expand Up @@ -22,8 +22,8 @@ load into FiftyOne with a single command.
:button_text: Explore the datasets in the zoo
:button_link: datasets.html

Remotely-sourced datasets __SUB_NEW__
-------------------------------------
Remotely-sourced datasets
-------------------------

The Dataset Zoo also supports loading datasets whose download/preparation
methods are provided via GitHub repositories or URLs.
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4 changes: 2 additions & 2 deletions docs/source/index.rst
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Expand Up @@ -487,8 +487,8 @@ us at [email protected].
Recipes <recipes/index>
Cheat Sheets <cheat_sheets/index>
User Guide <user_guide/index>
Dataset Zoo __SUB_NEW__ <dataset_zoo/index>
Model Zoo __SUB_NEW__ <model_zoo/index>
Dataset Zoo <dataset_zoo/index>
Model Zoo <model_zoo/index>
FiftyOne Brain <brain>
Integrations <integrations/index>
Plugins <plugins/index>
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4 changes: 2 additions & 2 deletions docs/source/model_zoo/index.rst
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Expand Up @@ -43,8 +43,8 @@ you can apply to your datasets with a few simple commands.
:meth:`apply_model() <fiftyone.core.collections.SampleCollection.apply_model>`
and :meth:`compute_embeddings() <fiftyone.core.collections.SampleCollection.compute_embeddings>`!

Remotely-sourced models __SUB_NEW__
-----------------------------------
Remotely-sourced models
-----------------------

The Model Zoo also supports downloading and applying models whose definitions
are provided via GitHub repositories or URLs.
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2 changes: 1 addition & 1 deletion docs/source/plugins/developing_plugins.rst
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Expand Up @@ -2382,7 +2382,7 @@ loaded only when the `brain_key` property is modified.
Panel data is never readable in Python; it is only implicitly used by
the types you define when they are rendered clientside.

.. _panel-execution-store
.. _panel-execution-store:

Execution store
---------------
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134 changes: 129 additions & 5 deletions docs/source/release-notes.rst
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Expand Up @@ -3,17 +3,140 @@ FiftyOne Release Notes

.. default-role:: code

FiftyOne Teams 2.2.0
--------------------
*Released December 3, 2024*

Includes all updates from :ref:`FiftyOne 1.1.0 <release-notes-v1.1.0>`, plus:
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Should there be a note about invitations and/or any other non-samples related changes?

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Ah yes, added a note for SMTP configuration 👍


- All Teams deployments now have builtin compute capacity for
executing :ref:`delegated operations <teams-delegated-operations>` in the
background while you work in the App
- Introduced :ref:`Data Lens <data-lens>`, which allows you to explore and
import samples from external data sources into FiftyOne
- Added a :ref:`Data Quality Panel <data-quality>` that automatically scans
your data for quality issues and helps you take action to resolve them
- Added a :ref:`Query Performance Panel <query-performance>` that helps you
create the necessary indexes to optimize queries on large datasets
- Added support for creating embeddings visualizations natively from the
:ref:`Embeddings panel <app-embeddings-panel>`
- Added support for evaluating models natively from the
:ref:`Modal Evaluation panel <app-model-evaluation-panel>`

.. _release-notes-v1.1.0:

FiftyOne 1.1.0
--------------
*Released December 3, 2024*

What's New

- Added a :ref:`Model Evaluation panel <app-model-evaluation-panel>` for
visually and interactively evaluating models in the FiftyOne App
- Introduced :ref:`Query Performance <app-optimize-query-performance>` in the
App, which automatically nudges you to create the necessary indexes to
greatly optimize queries on large datasets
- Added a :ref:`leaky splits method <brain-leaky-splits>` for automatically
detecting near-duplicate samples in different splits of your datasets
- Added a :ref:`near duplicates method <brain-near-duplicates>` that scans
your datasets and detects potential duplicate samples

App

- Added zoom-to-crop and set-look-at for selected labels in the
:ref:`3D visualizer <app-3d-visualizer>`
`#4931 <https://github.com/voxel51/fiftyone/pull/4931>`_
- Gracefully handle deleted + recreated datasets of the same name
`#5183 <https://github.com/voxel51/fiftyone/pull/5183>`_
- Fixed a bug that prevented video playback from working for videos with
unknown frame rate
`#5155 <https://github.com/voxel51/fiftyone/pull/5155>`_

SDK

- Added :meth:`min() <fiftyone.core.collections.SampleCollection.min>` and
:meth:`max() <fiftyone.core.collections.SampleCollection.max>` and
aggregations
`#5029 <https://github.com/voxel51/fiftyone/pull/5029>`_
- Improved support for creating summary fields and indexes
`#5091 <https://github.com/voxel51/fiftyone/pull/5091>`_
- Added support for creating compound indexes when using the builtin
:class:`create_index <fiftyone.operators.builtin.CreateIndex>` operator that
optimize sidebar queries for group datasets
`#5174 <https://github.com/voxel51/fiftyone/pull/5174>`_
- The builtin
:class:`clear_sample_field <fiftyone.operators.builtin.ClearSampleField>`
and
:class:`clear_frame_field <fiftyone.operators.builtin.ClearFrameField>`
operators now support clearing fields of views, in addition to full datasets
`#5122 <https://github.com/voxel51/fiftyone/pull/5122>`_
- Fixed a bug that prevented users with `pydantic` installed from loading the
:ref:`quickstart-3d dataset <dataset-zoo-quickstart-3d>` from the zoo
`#4994 <https://github.com/voxel51/fiftyone/pull/4994>`_

Brain

- Added support for passing existing
:ref:`similarity indexes <brain-similarity>` to
:func:`compute_visualization() <fiftyone.brain.compute_visualization>`,
:func:`compute_uniqueness() <fiftyone.brain.compute_uniqueness>`, and
:func:`compute_representativeness() <fiftyone.brain.compute_representativeness>`
`#201 <https://github.com/voxel51/fiftyone-brain/pull/201>`_,
`#204 <https://github.com/voxel51/fiftyone-brain/pull/204>`_
- Upgraded the :ref:`Pinecone integration <pinecone-integration>` to support
`pinecone-client>=3.2`
`#202 <https://github.com/voxel51/fiftyone-brain/pull/202>`_

Plugins
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Added skip_prompt - that should be in here.

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Added thanks 👍


- Added an :ref:`Execution Store <panel-execution-store>` that provides a
key-value interface for persisting data beyond the lifetime of a panel
`#4827 <https://github.com/voxel51/fiftyone/pull/4827>`_,
`#5144 <https://github.com/voxel51/fiftyone/pull/5144>`_
- Added
:meth:`ctx.spaces <fiftyone.operators.executor.ExecutionContext.spaces>`
and
:meth:`set_spaces() <fiftyone.operators.operations.Operations.set_spaces>`
to the operator execution context
`#4902 <https://github.com/voxel51/fiftyone/pull/4902>`_
- Added
:meth:`open_sample() <fiftyone.operators.operations.Operations.open_sample>`
and
:meth:`close_sample() <fiftyone.operators.operations.Operations.close_sample>`
methods for programmatically controlling what sample(s) are displayed in the
App's sample modal
`#5168 <https://github.com/voxel51/fiftyone/pull/5168>`_
- Introduced a new
:class:`StatusButtonView <fiftyone.operators.types.StatusButtonView>` type
for rendering buttons with status indicators
`#5105 <https://github.com/voxel51/fiftyone/pull/5105>`_
- Added support for giving
:class:`ImageView <fiftyone.operators.types.ImageView>` components click
targets
`#4996 <https://github.com/voxel51/fiftyone/pull/4996>`_
- Added an :ref:`allow_legacy_orchestrators <configuring-fiftyone>` config flag
to enable running delegated operations
:ref:`locally <delegated-orchestrator-open-source>`
`#5176 <https://github.com/voxel51/fiftyone/pull/5176>`_
- Fixed a bug when running delegated operations
:ref:`programmatically <direct-operator-execution>`
`#5180 <https://github.com/voxel51/fiftyone/pull/5180>`_
- Fixed a bug when running delegated operations with output schemas on
MongoDB <v5
`#5181 <https://github.com/voxel51/fiftyone/pull/5181>`_


FiftyOne Teams 2.1.3
--------------------
*Released November XX, 2024*
*Released November 8, 2024*

Includes all updates from :ref:`FiftyOne 1.0.2 <release-notes-v1.0.2>`
Includes all updates from :ref:`FiftyOne 1.0.2 <release-notes-v1.0.2>`.

.. _release-notes-v1.0.3:
.. _release-notes-v1.0.2:

FiftyOne 1.0.2
--------------
*Released November XX, 2024*
*Released November 8, 2024*

Zoo

Expand Down Expand Up @@ -52,6 +175,7 @@ App
- Fixed batch selection with ctrl + click in the grid
`#5046 <https://github.com/voxel51/fiftyone/pull/5046>`_


FiftyOne Teams 2.1.2
--------------------
*Released October 31, 2024*
Expand Down Expand Up @@ -4295,7 +4419,7 @@ Annotation
Docs

- Added a :doc:`CVAT annotation tutorial </tutorials/cvat_annotation>`
- Added a :ref:`new example <brain-similarity-cifar10>` to the brain user guide
- Added a :ref:`new example <brain-near-duplicates>` to the brain user guide
that demonstrates unique and near-duplicate image workflows
- Added an object embeddings example to the
:ref:`embeddings visualization section <brain-embeddings-visualization>` of
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