Gradio

New Features:

- Allows event listeners to accept a single dictionary as its argument, where the keys are the components and the values are the component values. This is set by passing the input components in the event listener as a set instead of a list. [aliabid94](https://github.com/aliabid94) in [PR 2550](https://github.com/gradio-app/gradio/pull/2550)

Bug Fixes:

- Fix whitespace issue when using plotly. [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2548](https://github.com/gradio-app/gradio/pull/2548)
- Apply appropriate alt text to all gallery images. [camenduru](https://github.com/camenduru) in [PR 2358](https://github.com/gradio-app/gradio/pull/2538)
- Removed erroneous tkinter import in gradio.blocks by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2555](https://github.com/gradio-app/gradio/pull/2555)

Documentation Changes:

No changes to highlight.

Testing and Infrastructure Changes:

No changes to highlight.

Breaking Changes:

No changes to highlight.

Full Changelog:

- Added the `every` keyword to event listeners that runs events on a fixed schedule by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2512](https://github.com/gradio-app/gradio/pull/2512)
- Fix whitespace issue when using plotly. [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2548](https://github.com/gradio-app/gradio/pull/2548)
- Apply appropriate alt text to all gallery images. [camenduru](https://github.com/camenduru) in [PR 2358](https://github.com/gradio-app/gradio/pull/2538)

Contributors Shoutout:

No changes to highlight.

New Features:

Batched Functions

Gradio now supports the ability to pass _batched_ functions. Batched functions are just
functions which take in a list of inputs and return a list of predictions.

For example, here is a batched function that takes in two lists of inputs (a list of
words and a list of ints), and returns a list of trimmed words as output:

py
import time

def trim_words(words, lens):
trimmed_words = []
time.sleep(5)
for w, l in zip(words, lens):
trimmed_words.append(w[:l])
return [trimmed_words]


The advantage of using batched functions is that if you enable queuing, the Gradio
server can automatically _batch_ incoming requests and process them in parallel,
potentially speeding up your demo. Here's what the Gradio code looks like (notice
the `batch=True` and `max_batch_size=16` -- both of these parameters can be passed
into event triggers or into the `Interface` class)

py
import gradio as gr

with gr.Blocks() as demo:
with gr.Row():
word = gr.Textbox(label="word", value="abc")
leng = gr.Number(label="leng", precision=0, value=1)
output = gr.Textbox(label="Output")
with gr.Row():
run = gr.Button()

event = run.click(trim_words, [word, leng], output, batch=True, max_batch_size=16)

demo.queue()
demo.launch()


In the example above, 16 requests could be processed in parallel (for a total inference
time of 5 seconds), instead of each request being processed separately (for a total
inference time of 80 seconds).

Upload Event

`Video`, `Audio`, `Image`, and `File` components now support a `upload()` event that is triggered when a user uploads a file into any of these components.

Example usage:

py
import gradio as gr

with gr.Blocks() as demo:
with gr.Row():
input_video = gr.Video()
output_video = gr.Video()

Clears the output video when an input video is uploaded
input_video.upload(lambda : None, None, output_video)


Bug Fixes:

- Fixes issue where plotly animations, interactivity, titles, legends, were not working properly. [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2486](https://github.com/gradio-app/gradio/pull/2486)
- Prevent requests to the `/api` endpoint from skipping the queue if the queue is enabled for that event by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2493](https://github.com/gradio-app/gradio/pull/2493)
- Fixes a bug with `cancels` in event triggers so that it works properly if multiple
Blocks are rendered by [abidlabs](https://github.com/abidlabs) in [PR 2530](https://github.com/gradio-app/gradio/pull/2530)
- Prevent invalid targets of events from crashing the whole application. [pngwn](https://github.com/pngwn) in [PR 2534](https://github.com/gradio-app/gradio/pull/2534)
- Properly dequeue cancelled events when multiple apps are rendered by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2540](https://github.com/gradio-app/gradio/pull/2540)
- Fixes videos being cropped due to height/width params not being used [hannahblair](https://github.com/hannahblair) in [PR 4946](https://github.com/gradio-app/gradio/pull/4946)

Documentation Changes:

- Added an example interactive dashboard to the "Tabular & Plots" section of the Demos page by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2508](https://github.com/gradio-app/gradio/pull/2508)

Testing and Infrastructure Changes:

No changes to highlight.

Breaking Changes:

No changes to highlight.

Full Changelog:

- Fixes the error message if a user builds Gradio locally and tries to use `share=True` by [abidlabs](https://github.com/abidlabs) in [PR 2502](https://github.com/gradio-app/gradio/pull/2502)
- Allows the render() function to return self by [Raul9595](https://github.com/Raul9595) in [PR 2514](https://github.com/gradio-app/gradio/pull/2514)
- Fixes issue where plotly animations, interactivity, titles, legends, were not working properly. [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2486](https://github.com/gradio-app/gradio/pull/2486)
- Gradio now supports batched functions by [abidlabs](https://github.com/abidlabs) in [PR 2218](https://github.com/gradio-app/gradio/pull/2218)
- Add `upload` event for `Video`, `Audio`, `Image`, and `File` components [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2448](https://github.com/gradio-app/gradio/pull/2456)
- Changes websocket path for Spaces as it is no longer necessary to have a different URL for websocket connections on Spaces by [abidlabs](https://github.com/abidlabs) in [PR 2528](https://github.com/gradio-app/gradio/pull/2528)
- Clearer error message when events are defined outside of a Blocks scope, and a warning if you
try to use `Series` or `Parallel` with `Blocks` by [abidlabs](https://github.com/abidlabs) in [PR 2543](https://github.com/gradio-app/gradio/pull/2543)
- Adds support for audio samples that are in `float64`, `float16`, or `uint16` formats by [abidlabs](https://github.com/abidlabs) in [PR 2545](https://github.com/gradio-app/gradio/pull/2545)

Contributors Shoutout:

No changes to highlight.

New Features:

Cancelling Running Events

Running events can be cancelled when other events are triggered! To test this feature, pass the `cancels` parameter to the event listener.
For this feature to work, the queue must be enabled.


Code:

python
import time
import gradio as gr

def fake_diffusion(steps):
for i in range(steps):
time.sleep(1)
yield str(i)

def long_prediction(*args, **kwargs):
time.sleep(10)
return 42


with gr.Blocks() as demo:
with gr.Row():
with gr.Column():
n = gr.Slider(1, 10, value=9, step=1, label="Number Steps")
run = gr.Button()
output = gr.Textbox(label="Iterative Output")
stop = gr.Button(value="Stop Iterating")
with gr.Column():
prediction = gr.Number(label="Expensive Calculation")
run_pred = gr.Button(value="Run Expensive Calculation")
with gr.Column():
cancel_on_change = gr.Textbox(label="Cancel Iteration and Expensive Calculation on Change")

click_event = run.click(fake_diffusion, n, output)
stop.click(fn=None, inputs=None, outputs=None, cancels=[click_event])
pred_event = run_pred.click(fn=long_prediction, inputs=None, outputs=prediction)

cancel_on_change.change(None, None, None, cancels=[click_event, pred_event])


demo.queue(concurrency_count=1, max_size=20).launch()


For interfaces, a stop button will be added automatically if the function uses a `yield` statement.

python
import gradio as gr
import time

def iteration(steps):
for i in range(steps):
time.sleep(0.5)
yield i

gr.Interface(iteration,
inputs=gr.Slider(minimum=1, maximum=10, step=1, value=5),
outputs=gr.Number()).queue().launch()



Bug Fixes:

- Add loading status tracker UI to HTML and Markdown components. [pngwn](https://github.com/pngwn) in [PR 2474](https://github.com/gradio-app/gradio/pull/2474)
- Fixed videos being mirrored in the front-end if source is not webcam by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2475](https://github.com/gradio-app/gradio/pull/2475)
- Add clear button for timeseries component [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2487](https://github.com/gradio-app/gradio/pull/2487)
- Removes special characters from temporary filenames so that the files can be served by components [abidlabs](https://github.com/abidlabs) in [PR 2480](https://github.com/gradio-app/gradio/pull/2480)
- Fixed infinite reload loop when mounting gradio as a sub application by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2477](https://github.com/gradio-app/gradio/pull/2477)

Documentation Changes:

- Adds a demo to show how a sound alert can be played upon completion of a prediction by [abidlabs](https://github.com/abidlabs) in [PR 2478](https://github.com/gradio-app/gradio/pull/2478)

Testing and Infrastructure Changes:

No changes to highlight.

Breaking Changes:

No changes to highlight.

Full Changelog:

- Enable running events to be cancelled from other events by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2433](https://github.com/gradio-app/gradio/pull/2433)
- Small fix for version check before reuploading demos by [aliabd](https://github.com/aliabd) in [PR 2469](https://github.com/gradio-app/gradio/pull/2469)
- Add loading status tracker UI to HTML and Markdown components. [pngwn](https://github.com/pngwn) in [PR 2400](https://github.com/gradio-app/gradio/pull/2474)
- Add clear button for timeseries component [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2487](https://github.com/gradio-app/gradio/pull/2487)

Contributors Shoutout:

No changes to highlight.

Bug Fixes:

- Ensure that Gradio does not take control of the HTML page title when embedding a gradio app as a web component, this behaviour flipped by adding `control_page_title="true"` to the webcomponent. [pngwn](https://github.com/pngwn) in [PR 2400](https://github.com/gradio-app/gradio/pull/2400)
- Decreased latency in iterative-output demos by making the iteration asynchronous [freddyaboulton](https://github.com/freddyaboulton) in [PR 2409](https://github.com/gradio-app/gradio/pull/2409)
- Fixed queue getting stuck under very high load by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2374](https://github.com/gradio-app/gradio/pull/2374)
- Ensure that components always behave as if `interactive=True` were set when the following conditions are true:

- no default value is provided,
- they are not set as the input or output of an event,
- `interactive` kwarg is not set.

[pngwn](https://github.com/pngwn) in [PR 2459](https://github.com/gradio-app/gradio/pull/2459)

New Features:

- When an `Image` component is set to `source="upload"`, it is now possible to drag and drop and image to replace a previously uploaded image by [pngwn](https://github.com/pngwn) in [PR 1711](https://github.com/gradio-app/gradio/issues/1711)
- The `gr.Dataset` component now accepts `HTML` and `Markdown` components by [abidlabs](https://github.com/abidlabs) in [PR 2437](https://github.com/gradio-app/gradio/pull/2437)

Documentation Changes:

- Improved documentation for the `gr.Dataset` component by [abidlabs](https://github.com/abidlabs) in [PR 2437](https://github.com/gradio-app/gradio/pull/2437)

Testing and Infrastructure Changes:

No changes to highlight.

Breaking Changes:

- The `Carousel` component is officially deprecated. Since gradio 3.0, code containing the `Carousel` component would throw warnings. As of the next release, the `Carousel` component will raise an exception.

Full Changelog:

- Speeds up Gallery component by using temporary files instead of base64 representation in the front-end by [proxyphi](https://github.com/proxyphi), [pngwn](https://github.com/pngwn), and [abidlabs](https://github.com/abidlabs) in [PR 2265](https://github.com/gradio-app/gradio/pull/2265)
- Fixed some embedded demos in the guides by not loading the gradio web component in some guides by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2403](https://github.com/gradio-app/gradio/pull/2403)
- When an `Image` component is set to `source="upload"`, it is now possible to drag and drop and image to replace a previously uploaded image by [pngwn](https://github.com/pngwn) in [PR 2400](https://github.com/gradio-app/gradio/pull/2410)
- Improve documentation of the `Blocks.load()` event by [abidlabs](https://github.com/abidlabs) in [PR 2413](https://github.com/gradio-app/gradio/pull/2413)
- Decreased latency in iterative-output demos by making the iteration asynchronous [freddyaboulton](https://github.com/freddyaboulton) in [PR 2409](https://github.com/gradio-app/gradio/pull/2409)
- Updated share link message to reference new Spaces Hardware [abidlabs](https://github.com/abidlabs) in [PR 2423](https://github.com/gradio-app/gradio/pull/2423)
- Automatically restart spaces if they're down by [aliabd](https://github.com/aliabd) in [PR 2405](https://github.com/gradio-app/gradio/pull/2405)
- Carousel component is now deprecated by [abidlabs](https://github.com/abidlabs) in [PR 2434](https://github.com/gradio-app/gradio/pull/2434)
- Build Gradio from source in ui tests by by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2440](https://github.com/gradio-app/gradio/pull/2440)
- Change "return ValueError" to "raise ValueError" by [vzakharov](https://github.com/vzakharov) in [PR 2445](https://github.com/gradio-app/gradio/pull/2445)
- Add guide on creating a map demo using the `gr.Plot()` component [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2402](https://github.com/gradio-app/gradio/pull/2402)
- Add blur event for `Textbox` and `Number` components [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2448](https://github.com/gradio-app/gradio/pull/2448)
- Stops a gradio launch from hogging a port even after it's been killed [aliabid94](https://github.com/aliabid94) in [PR 2453](https://github.com/gradio-app/gradio/pull/2453)
- Fix embedded interfaces on touch screen devices by [aliabd](https://github.com/aliabd) in [PR 2457](https://github.com/gradio-app/gradio/pull/2457)
- Upload all demos to spaces by [aliabd](https://github.com/aliabd) in [PR 2281](https://github.com/gradio-app/gradio/pull/2281)

Contributors Shoutout:

No changes to highlight.

New Features:

1. See Past and Upcoming Changes in the Release History 👀

You can now see gradio's release history directly on the website, and also keep track of upcoming changes. Just go [here](https://gradio.app/changelog/).


Bug Fixes:

1. Fix typo in guide image path by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2357](https://github.com/gradio-app/gradio/pull/2357)
2. Raise error if Blocks has duplicate component with same IDs by [abidlabs](https://github.com/abidlabs) in [PR 2359](https://github.com/gradio-app/gradio/pull/2359)
3. Catch the permission exception on the audio component by [Ian-GL](https://github.com/Ian-GL) in [PR 2330](https://github.com/gradio-app/gradio/pull/2330)
4. Fix image_classifier_interface_load demo by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2365](https://github.com/gradio-app/gradio/pull/2365)
5. Fix combining adjacent components without gaps by introducing `gr.Row(variant="compact")` by [aliabid94](https://github.com/aliabid94) in [PR 2291](https://github.com/gradio-app/gradio/pull/2291) This comes with deprecation of the following arguments for `Component.style`: `round`, `margin`, `border`.
6. Fix audio streaming, which was previously choppy in [PR 2351](https://github.com/gradio-app/gradio/pull/2351). Big thanks to [yannickfunk](https://github.com/yannickfunk) for the proposed solution.
7. Fix bug where new typeable slider doesn't respect the minimum and maximum values [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2380](https://github.com/gradio-app/gradio/pull/2380)

Documentation Changes:

1. New Guide: Connecting to a Database 🗄️

A new guide by [freddyaboulton](https://github.com/freddyaboulton) that explains how you can use Gradio to connect your app to a database. Read more [here](https://gradio.app/connecting_to_a_database/).

2. New Guide: Running Background Tasks 🥷

A new guide by [freddyaboulton](https://github.com/freddyaboulton) that explains how you can run background tasks from your gradio app. Read more [here](https://gradio.app/running_background_tasks/).

3. Small fixes to docs for `Image` component by [abidlabs](https://github.com/abidlabs) in [PR 2372](https://github.com/gradio-app/gradio/pull/2372)

Testing and Infrastructure Changes:

No changes to highlight.

Breaking Changes:

No changes to highlight.

Full Changelog:

- Create a guide on how to connect an app to a database hosted on the cloud by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2341](https://github.com/gradio-app/gradio/pull/2341)
- Removes `analytics` dependency by [abidlabs](https://github.com/abidlabs) in [PR 2347](https://github.com/gradio-app/gradio/pull/2347)
- Add guide on launching background tasks from your app by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2350](https://github.com/gradio-app/gradio/pull/2350)
- Fix typo in guide image path by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2357](https://github.com/gradio-app/gradio/pull/2357)
- Raise error if Blocks has duplicate component with same IDs by [abidlabs](https://github.com/abidlabs) in [PR 2359](https://github.com/gradio-app/gradio/pull/2359)
- Hotfix: fix version back to 3.4 by [abidlabs](https://github.com/abidlabs) in [PR 2361](https://github.com/gradio-app/gradio/pull/2361)
- Change version.txt to 3.4 instead of 3.4.0 by [aliabd](https://github.com/aliabd) in [PR 2363](https://github.com/gradio-app/gradio/pull/2363)
- Catch the permission exception on the audio component by [Ian-GL](https://github.com/Ian-GL) in [PR 2330](https://github.com/gradio-app/gradio/pull/2330)
- Fix image_classifier_interface_load demo by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2365](https://github.com/gradio-app/gradio/pull/2365)
- Small fixes to docs for `Image` component by [abidlabs](https://github.com/abidlabs) in [PR 2372](https://github.com/gradio-app/gradio/pull/2372)
- Automated Release Notes by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2306](https://github.com/gradio-app/gradio/pull/2306)
- Fixed small typos in the docs [julien-c](https://github.com/julien-c) in [PR 2373](https://github.com/gradio-app/gradio/pull/2373)
- Adds ability to disable pre/post-processing for examples [abidlabs](https://github.com/abidlabs) in [PR 2383](https://github.com/gradio-app/gradio/pull/2383)
- Copy changelog file in website docker by [aliabd](https://github.com/aliabd) in [PR 2384](https://github.com/gradio-app/gradio/pull/2384)
- Lets users provide a `gr.update()` dictionary even if post-processing is disabled [abidlabs](https://github.com/abidlabs) in [PR 2385](https://github.com/gradio-app/gradio/pull/2385)
- Fix bug where errors would cause apps run in reload mode to hang forever by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2394](https://github.com/gradio-app/gradio/pull/2394)
- Fix bug where new typeable slider doesn't respect the minimum and maximum values [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2380](https://github.com/gradio-app/gradio/pull/2380)

Contributors Shoutout:

No changes to highlight.

New Features:

1. Gallery Captions 🖼️

You can now pass captions to images in the Gallery component. To do so you need to pass a {List} of (image, {str} caption) tuples. This is optional and the component also accepts just a list of the images.

Here's an example:

python
import gradio as gr

images_with_captions = [
("https://images.unsplash.com/photo-1551969014-7d2c4cddf0b6", "Cheetah by David Groves"),
("https://images.unsplash.com/photo-1546182990-dffeafbe841d", "Lion by Francesco"),
("https://images.unsplash.com/photo-1561731216-c3a4d99437d5", "Tiger by Mike Marrah")
]

with gr.Blocks() as demo:
gr.Gallery(value=images_with_captions)

demo.launch()


<img src="https://user-images.githubusercontent.com/9021060/192399521-7360b1a9-7ce0-443e-8e94-863a230a7dbe.gif" alt="gallery_captions" width="1000"/>

2. Type Values into the Slider 🔢

You can now type values directly on the Slider component! Here's what it looks like:


3. Better Sketching and Inpainting 🎨

We've made a lot of changes to our Image component so that it can support better sketching and inpainting.

Now supports:

- A standalone black-and-white sketch

python
import gradio as gr
demo = gr.Interface(lambda x: x, gr.Sketchpad(), gr.Image())
demo.launch()



- A standalone color sketch

python
import gradio as gr
demo = gr.Interface(lambda x: x, gr.Paint(), gr.Image())
demo.launch()



- An uploadable image with black-and-white or color sketching

python
import gradio as gr
demo = gr.Interface(lambda x: x, gr.Image(source='upload', tool='color-sketch'), gr.Image()) for black and white, tool = 'sketch'
demo.launch()



- Webcam with black-and-white or color sketching

python
import gradio as gr
demo = gr.Interface(lambda x: x, gr.Image(source='webcam', tool='color-sketch'), gr.Image()) for black and white, tool = 'sketch'
demo.launch()



As well as other fixes

Bug Fixes:

1. Fix bug where max concurrency count is not respected in queue by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2286](https://github.com/gradio-app/gradio/pull/2286)
2. fix : queue could be blocked by [SkyTNT](https://github.com/SkyTNT) in [PR 2288](https://github.com/gradio-app/gradio/pull/2288)
3. Supports `gr.update()` in example caching by [abidlabs](https://github.com/abidlabs) in [PR 2309](https://github.com/gradio-app/gradio/pull/2309)
4. Clipboard fix for iframes by [abidlabs](https://github.com/abidlabs) in [PR 2321](https://github.com/gradio-app/gradio/pull/2321)
5. Fix: Dataframe column headers are reset when you add a new column by [dawoodkhan82](https://github.com/dawoodkhan82) in [PR 2318](https://github.com/gradio-app/gradio/pull/2318)
6. Added support for URLs for Video, Audio, and Image by [abidlabs](https://github.com/abidlabs) in [PR 2256](https://github.com/gradio-app/gradio/pull/2256)
7. Add documentation about how to create and use the Gradio FastAPI app by [abidlabs](https://github.com/abidlabs) in [PR 2263](https://github.com/gradio-app/gradio/pull/2263)

Documentation Changes:

1. Adding a Playground Tab to the Website by [aliabd](https://github.com/aliabd) in [PR 1860](https://github.com/gradio-app/gradio/pull/1860)
2. Gradio for Tabular Data Science Workflows Guide by [merveenoyan](https://github.com/merveenoyan) in [PR 2199](https://github.com/gradio-app/gradio/pull/2199)
3. Promotes `postprocess` and `preprocess` to documented parameters by [abidlabs](https://github.com/abidlabs) in [PR 2293](https://github.com/gradio-app/gradio/pull/2293)
4. Update 2)key_features.md by [voidxd](https://github.com/voidxd) in [PR 2326](https://github.com/gradio-app/gradio/pull/2326)
5. Add docs to blocks context postprocessing function by [Ian-GL](https://github.com/Ian-GL) in [PR 2332](https://github.com/gradio-app/gradio/pull/2332)

Testing and Infrastructure Changes

1. Website fixes and refactoring by [aliabd](https://github.com/aliabd) in [PR 2280](https://github.com/gradio-app/gradio/pull/2280)
2. Don't deploy to spaces on release by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2313](https://github.com/gradio-app/gradio/pull/2313)

Full Changelog:

- Website fixes and refactoring by [aliabd](https://github.com/aliabd) in [PR 2280](https://github.com/gradio-app/gradio/pull/2280)
- Fix bug where max concurrency count is not respected in queue by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2286](https://github.com/gradio-app/gradio/pull/2286)
- Promotes `postprocess` and `preprocess` to documented parameters by [abidlabs](https://github.com/abidlabs) in [PR 2293](https://github.com/gradio-app/gradio/pull/2293)
- Raise warning when trying to cache examples but not all inputs have examples by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2279](https://github.com/gradio-app/gradio/pull/2279)
- fix : queue could be blocked by [SkyTNT](https://github.com/SkyTNT) in [PR 2288](https://github.com/gradio-app/gradio/pull/2288)
- Don't deploy to spaces on release by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2313](https://github.com/gradio-app/gradio/pull/2313)
- Supports `gr.update()` in example caching by [abidlabs](https://github.com/abidlabs) in [PR 2309](https://github.com/gradio-app/gradio/pull/2309)
- Respect Upstream Queue when loading interfaces/blocks from Spaces by [freddyaboulton](https://github.com/freddyaboulton) in [PR 2294](https://github.com/gradio-app/gradio/pull/2294)
- Clipboard fix for iframes by [abidlabs](https://github.com/abidlabs) in [PR 2321](https://github.com/gradio-app/gradio/pull/2321)
- Sketching + Inpainting Capabilities to Gradio by [abidlabs](https://github.com/abidlabs) in [PR 2144](https://github.com/gradio-app/gradio/pull/2144)
- Update 2)key_features.md by [voidxd](https://github.com/voidxd) in [PR 2326](https://github.com/gradio-app/gradio/pull/2326)