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Releases: plotly/dash
Releases · plotly/dash
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Dash Version 4.5.0
Added
- #4099 Streaming callbacks over HTTP now require shared storage and fail at server setup without it, instead of falling back to one connection per stream; WebSocket streaming callbacks do not need it.
- #4095 Make shared storage and the multiplexed streaming downlink opt-in (
shared_storage=orDASH_SHARED_STORAGE), and movemsgspecto a newdash[shared_storage]extra for the persistentLocalSharedStoragemodes (dash[diskcache]anddash[redis]include it). - #4026 Add
DASH_SECRET_KEYso a hosting platform can give every worker and pod the same signing secret for page, background and stream tokens without editing the app (server.secret_keystill wins and is not changed). - #4026 Add
DASH_SHARED_STORAGEto pick the shared-storage backend when the app does not passshared_storage=:local,none,diskcache:///abs/path, or aredis:///rediss://URL. - #4024 Add support for social media meta tags in regular Dash apps using
app.title,app.description, andapp.image. - #3976 Add a new
scrollToTopprop todcc.Linkto control whether the page scrolls to the top after client-side navigation. It defaults toTrueto preserve the existing behavior. Fixes #3974. - #3947 Make
plotly-clouda default install dependency of Dash instead of an optional extra, so theplotlyCLI and Dash's cloud integration work out of the box. Thedash[cloud]extra is kept for backward compatibility. - #3930 Add shared storage: a backend-agnostic cross-process state manager (key/value with optional TTL, plus ordered replayable pub/sub) via
dash.ctx.shared_storage, started lazily. ShipsLocalSharedStorage(in-memory with optional disk persistence),DiskcacheSharedStorage, andRedisSharedStoragefor horizontally-scaled deployments; see.ai/ARCHITECTURE.md. - #3931 Add streaming callbacks: an
async defgenerator callback streams its yields to the browser as they are produced (dash.Patchyields apply incrementally). A browser's streams share one SharedWorker-hosted connection so they do not count against the per-host connection limit; closing a tab cancels its streams. - #3977 Add partial WebSocket prop reads with
get_prop(..., path=...). Closes #3975. - #3765 Add opt-in partial pattern matching for callback
Input,Output, andStateviapartial_pattern=True, so dictionary ID patterns can match component IDs with extra keys and combine withALL/MATCHwildcards. Fixes #3764. - #3880 Add experimental support for React 19 (default stays React 18.3.1); opt in with
REACT_VERSION=19.2.4ordash._dash_renderer._set_react_version("19.2.4"). Dash serves theumd-reactpackage with a compatibility shim so component libraries built against React <=18 keep working; see.ai/ARCHITECTURE.md. - #3925 Add optional callback request payload compression via
compress_payloadandcompress_thresholdcallback parameters (default threshold 5,000 bytes), sending gzip payloads that Dash decompresses on Flask, FastAPI, and Quart. Fixes #3924. - #3961 Added cursor position data (
xPixel,yPixel) todcc.GraphhoverDataandclickDatawhenhoveranywhereorclickanywhereis enabled in the figure. - #3960 Rewrite
dcc.Markdownanddcc.Linkas Typescript components - #3881 Added
dash.remount, a wrapper for a callback-returned component that forces the renderer to remount it (resetting its internal state) instead of reconciling in place: the explicit way to reset a stateful component from a callback without changing itsid.
Removed
- #3880 Remove React 16 support (
16.14.0is no longer an accepted value forREACT_VERSION/_set_react_version). - #4039 Remove unnecessary Python version checks (pre 3.9).
Changed
- #4073 Move
plotly-cloudback to the optionaldash[cloud]extra (it was a default dependency in 4.5.0rc0/rc1), since it is not available on conda-forge. - #4026 Log a warning, once per process, when a streaming request is refused because its stream token failed verification, which on multi-worker deployments usually means the workers do not share a signing secret.
- #3987 Forward FastAPI reload scope options (
reload_dirs,reload_excludes, andreload_includes) to Uvicorn when reloading. - #3986 Adjust
_run_before_hooksin thefastapibackend to honor a response returned by abefore_requestfunction, matching theflaskbackend's behavior.
Fixed
- #4075
fastapibackend: runbefore_requesthooks on every route of the Dash app (assets, hook routes,api_endpoint, pages, when mounted) and send a non-None hook result as the response, as on Flask.fastapiandquartalso run them on the WebSocket handshake. - #4075 Background callbacks without
cache_byno longer share a result between requests with equal inputs (unread Diskcache results now expire after a day, or afterexpirewhen set, even withcache_by), and callbacks with the same source no longer share a cache key.build_cache_keytakes a newcallback_keyargument. - #4075
dcc.Location(refresh=True).href,html.Area.hrefandhtml.Base.hrefnow blockjavascript:URLs likehtml.A. - #4075 Pages
path_templatematching no longer errors or backtracks badly on paths with a newline. - #4075 Add
configure_mcp_server(cache_by=..., cache_maxsize=...)so apps whose layout or callbacks depend on the user can keep the MCP server's cached tool descriptions and initial values per user (128 users by default,Nonefor no limit). - #4052 Fix callbacks of removed components still firing after a callback returns
Noneforchildren: the renderer now clears their paths. Fixes #4033. - #4027 Support
async defhook routes (dash.hooks.route) on all backends, stop hook routes from leaking the app context to the caller, and let hook routes and MCP read the request on thefastapibackend. - #4053 Fix callbacks being registered twice under a reloader (e.g.
uvicorn --reload) whenDash()is given an explicitnameor is built by an app factory called from the main module. Fixes #3912. - #3980 Fix the three
before_requesthooks (Dash._setup_serverand the pagesrouter_sync/router_async) publishing their "already done" guard flag before the setup work behind it had run. Under a multi-threaded WSGI worker such asgunicorn -k gthread(or under an ASGI worker for the async router), a second request arriving mid-setup could observe the flag already set, skip setup, then readregistered_paths/callback_map/ the pages router callback while they were still being registered - causing the first burst of component bundle requests after a restart to 500 withError loading dependency. "<lib>" is not a registered library, or the pages router to hitDuplicateCallbackwhen two workers raced past the guard. Each hook body now runs under a lock (threading.Lockfor the two sync hooks, anasyncio.Lockbound to the running loop for the async router) and only publishes the flag after all work completes. Fixes #3971. - #3944 Fix
dash.testingrunner backend detection for wrapped FastAPI/Quart servers so threaded Flask-only options are not passed to ASGI runners. - #3955 Unpin
seleniumin the testing requirements (was capped at<=4.2.0from 2022) and require>=4.11.0, so it can drive current stable Chrome via Selenium Manager and stop the widespread CI flakiness. - #3881 Speed up the renderer layout crawl (
crawlLayoutand its callers) by replacing curried-ramdapath/pathOrlookups with direct property access on the hot path: ~16% fasterPatch().append()into a large container, with no behavior change. - #3881 Fix pattern-matching (
MATCH/ALL/ALLSMALLER) callbacks getting quadratically slower as matching components grow; a new O(1) id->path index cuts anALLupdate over 400 components from ~580ms to ~140ms (~4x), with no app changes. - #3941 Fix the FastAPI and Quart backends opening a WebSocket connection on every page load even for apps with no WebSocket callbacks; the socket now ope...
Dash Version 4.5.0rc2
Removed
- #4039 Remove unnecessary Python version checks (pre 3.9).
Changed
- #4073 Move
plotly-cloudback to the optionaldash[cloud]extra (it was a default dependency in 4.5.0rc0/rc1), since it is not available on conda-forge.
Fixed
- #4075
fastapibackend: runbefore_requesthooks on every route of the Dash app (assets, hook routes,api_endpoint, pages, when mounted) and send a non-None hook result as the response, as on Flask.fastapiandquartalso run them on the WebSocket handshake. - #4075 Background callbacks without
cache_byno longer share a result between requests with equal inputs (unread Diskcache results now expire after a day, or afterexpirewhen set, even withcache_by), and callbacks with the same source no longer share a cache key.build_cache_keytakes a newcallback_keyargument. - #4075
dcc.Location(refresh=True).href,html.Area.hrefandhtml.Base.hrefnow blockjavascript:URLs likehtml.A. - #4075 Pages
path_templatematching no longer errors or backtracks badly on paths with a newline. - #4075 Add
configure_mcp_server(cache_by=..., cache_maxsize=...)so apps whose layout or callbacks depend on the user can keep the MCP server's cached tool descriptions and initial values per user (128 users by default,Nonefor no limit). - #4052 Fix callbacks of removed components still firing after a callback returns
Noneforchildren: the renderer now clears their paths. Fixes #4033.
Updated
Dash Version 4.5.0rc1
Added
- #4026 Add
DASH_SECRET_KEYso a hosting platform can give every worker and pod the same signing secret for page, background and stream tokens without editing the app (server.secret_keystill wins and is not changed). - #4026 Add
DASH_SHARED_STORAGEto pick the shared-storage backend when the app does not passshared_storage=:local,none,diskcache:///abs/path, or aredis:///rediss://URL. - #4024 Add support for social media meta tags in regular Dash apps using
app.title,app.description, andapp.image. - #3976 Add a new
scrollToTopprop todcc.Linkto control whether the page scrolls to the top after client-side navigation. It defaults toTrueto preserve the existing behavior. Fixes #3974.
Changed
- #4026 Log a warning, once per process, when a streaming request is refused because its stream token failed verification, which on multi-worker deployments usually means the workers do not share a signing secret.
- #3987 Forward FastAPI reload scope options (
reload_dirs,reload_excludes, andreload_includes) to Uvicorn when reloading.
Fixed
- #4027 Support
async defhook routes (dash.hooks.route) on all backends, stop hook routes from leaking the app context to the caller, and let hook routes and MCP read the request on thefastapibackend. - #4053 Fix callbacks being registered twice under a reloader (e.g.
uvicorn --reload) whenDash()is given an explicitnameor is built by an app factory called from the main module. Fixes #3912. - #4023 Fix extra callback registrations when an app runs from the parent directory:
python app/app.py, where the script shares its folder's name, registered its callbacks twice, andpython app/main.pyimported a siblingapp/app.pyas the parent package and registered its callbacks too (regression introduced in 4.4.1 by #3883). Fixes #4011. - #3980 Fix the three
before_requesthooks (Dash._setup_serverand the pagesrouter_sync/router_async) publishing their "already done" guard flag before the setup work behind it had run. Under a multi-threaded WSGI worker such asgunicorn -k gthread(or under an ASGI worker for the async router), a second request arriving mid-setup could observe the flag already set, skip setup, then readregistered_paths/callback_map/ the pages router callback while they were still being registered - causing the first burst of component bundle requests after a restart to 500 withError loading dependency. "<lib>" is not a registered library, or the pages router to hitDuplicateCallbackwhen two workers raced past the guard. Each hook body now runs under a lock (threading.Lockfor the two sync hooks, anasyncio.Lockbound to the running loop for the async router) and only publishes the flag after all work completes. Fixes #3971. - #4057 Fixed background callbacks to update
set_propsinstead of replacing. Fixes #3104. - #3923 Fix a blank page and
SyntaxErrorin the browser when a dict component ID has a dot in one of its values. Fixes #3480. - #4014 Disable autocomplete in DatePickerSingle and DatePickerRange inputs. Fixes #4009.
- #4007 Fix page loads failing with a 500 error on Windows when Dash is imported from an extended-length (
\\?\) path, as in JupyterLab Desktop. Package resource paths are now joined with the OS separator instead of/. Fixes #3002.
Dash Version 4.5.0rc0
Added
- #3947 Make
plotly-clouda default install dependency of Dash instead of an optional extra, so theplotlyCLI and Dash's cloud integration work out of the box. Thedash[cloud]extra is kept for backward compatibility. - #3930 Add shared storage: a backend-agnostic cross-process state manager (key/value with optional TTL, plus ordered replayable pub/sub) on every app via
dash.ctx.shared_storage, started lazily and disabled withshared_storage=None. ShipsLocalSharedStorage(default, in-memory with optional disk persistence),DiskcacheSharedStorage, andRedisSharedStoragefor horizontally-scaled deployments; see.ai/ARCHITECTURE.md. - #3931 Add streaming callbacks: an
async defgenerator callback streams its yields to the browser as they are produced (dash.Patchyields apply incrementally). A browser's streams share one SharedWorker-hosted connection so they do not count against the per-host connection limit; closing a tab cancels its streams. - #3977 Add partial WebSocket prop reads with
get_prop(..., path=...). Closes #3975. - #3765 Add opt-in partial pattern matching for callback
Input,Output, andStateviapartial_pattern=True, so dictionary ID patterns can match component IDs with extra keys and combine withALL/MATCHwildcards. Fixes #3764. - #3646 Add experimental support for React 19 (default stays React 18.3.1); opt in with
REACT_VERSION=19.2.4ordash._dash_renderer._set_react_version("19.2.4"). Dash serves theumd-reactpackage with a compatibility shim so component libraries built against React <=18 keep working; see.ai/ARCHITECTURE.md. - #3925 Add optional callback request payload compression via
compress_payloadandcompress_thresholdcallback parameters (default threshold 5,000 bytes), sending gzip payloads that Dash decompresses on Flask, FastAPI, and Quart. Fixes #3924. - #3961 Added cursor position data (
xPixel,yPixel) todcc.GraphhoverDataandclickDatawhenhoveranywhereorclickanywhereis enabled in the figure. - #3960 Rewrite
dcc.Markdownanddcc.Linkas Typescript components - #3881 Added
dash.remount, a wrapper for a callback-returned component that forces the renderer to remount it (resetting its internal state) instead of reconciling in place: the explicit way to reset a stateful component from a callback without changing itsid.
Removed
- #3646 Remove React 16 support (
16.14.0is no longer an accepted value forREACT_VERSION/_set_react_version).
Changed
- #3986 Adjust
_run_before_hooksin thefastapibackend to honor a response returned by abefore_requestfunction, matching theflaskbackend's behavior.
Fixed
- #3944 Fix
dash.testingrunner backend detection for wrapped FastAPI/Quart servers so threaded Flask-only options are not passed to ASGI runners. - #3955 Unpin
seleniumin the testing requirements (was capped at<=4.2.0from 2022) and require>=4.11.0, so it can drive current stable Chrome via Selenium Manager and stop the widespread CI flakiness. - #3881 Speed up the renderer layout crawl (
crawlLayoutand its callers) by replacing curried-ramdapath/pathOrlookups with direct property access on the hot path: ~16% fasterPatch().append()into a large container, with no behavior change. - #3881 Fix pattern-matching (
MATCH/ALL/ALLSMALLER) callbacks getting quadratically slower as matching components grow; a new O(1) id->path index cuts anALLupdate over 400 components from ~580ms to ~140ms (~4x), with no app changes. - #3941 Fix the FastAPI and Quart backends opening a WebSocket connection on every page load even for apps with no WebSocket callbacks; the socket now opens only when actually needed. Fixes #3939.
- #3916 Fixed a regression where dragging multiple files into
dcc.Uploadwould upload only the first file whenmultiple=True - #3922 Fix
dcc.Input(type="number")stepper behavior when onlyminis set. - #3925 Use the proxied url as the Jupyter server url so
DASH_PROXYis honored by the external url and inline iframe in notebooks. - #3938 Fix
dcc.Patch()re-running the initial callbacks of components already on the page (including everyMATCH/ALLelement) and wiping their user-edited persisted values. Fixes #3681 and #3937 - #3960 Fix
dcc.Markdownnot rendering<dccLink />by using newer dependencies - #3846 Fix callback-returned children being unmounted and remounted on every update instead of reconciled in place, which reset component state and slowed large subtrees 3-4x (regression introduced in 4.2.0 by #3570); use
dash.remountto force a remount. - #3881 Fix components rendered as props (eg.
dcc.Dropdownoption labels,dcc.Tablabels) crashing or failing to update when the host subtree was replaced by a callback; out-of-treeExternalWrappercomponents now re-insert themselves and update in place. - #3929 Fix components that set their own initial state on mount (eg.
dash-bootstrap-componentsTabs) not applying it on first render, because descendant layout hashes were reset on the first fresh render (regression introduced in 4.2.0 by #3570). - #3948 Fix page getting progressively slower as callbacks append children
v4.4.1
Fixed
- #3902 Fix background callbacks trusting the client-supplied
job/oldJob/cancelJobandcacheKeyquery parameters verbatim, which let an unauthenticated client terminate an arbitrary process (withDiskcacheManager, by sending its PID) or read and delete arbitrary result-cache entries. ThecacheKey/jobhandles are now HMAC-signed by the server and bound to a per-page-load token, so forged or replayed values are rejected. Handles stay opaque to the renderer, so no app or callback code changes are required. - 3883 Fix callbacks being registered twice when running the app file as a script with a server that loads it by import string, e.g.
uvicorn.run("app:server", reload=True)withbackend="fastapi". The spawned worker re-executes the main module as__mp_main__and the import string then executed the same file a second time, duplicating every callback in_dash-dependenciesand triggeringDuplicate callback outputserrors in the renderer.Dash()now pre-registers the running main module insys.modulesunder its canonical import name so the second import reuses it instead of re-executing the file. Fixes #3818. - 3885 Fix Flask-WTF
CSRFProtect(and Quart-WTF) exemptions breaking after the backend refactor. The callback dispatch view is now exposed with the fully-qualified namedash.dash.dispatchagain, socsrf._exempt_views.add("dash.dash.dispatch")works as it did in Dash 4.1.0. Fixes #3827. - #3882 Fix
dcc.Graphuser interactions (pan, zoom, edited shapes & annotations, ...) being reverted by a subsequentPatchupdate, by syncing all relayout changes back to thefigureprop instead of only shapes. Fixes #3810. - #3903 Fix missing comm dependency, fix #3657.
- Updated radix-ui to fix #3786
v4.4.0
Added
- #3826 WebSocket callback dispatch no longer lets long-lived callbacks limit the number of concurrent users. Async callbacks (including session-persistent ones) run directly on the connection event loop instead of occupying a worker thread, and synchronous callbacks run on a shared
ThreadPoolExecutorwhose size is configurable via the newwebsocket_max_workersargument toDash(default4). A synchronous persistent (no-output) callback now warns at registration since it would tie up a worker thread.
Fixed
- #3861 Fix synchronous WebSocket callbacks not inheriting
ContextVarvalues bound by ASGI middleware.copy_context()is now captured on the event-loop thread before the callback is submitted to the thread pool, instead of inside the worker thread where only default values were visible. - #3779 Fix
dash.testingBrowser.get_logs()returningNoneon non-Chrome webdrivers, which broke assertions likeassert dash_duo.get_logs() == []. It now returns[], matching the Chrome code path. - #3822 Fix
UnboundLocalErrorforuser_callback_outputin async background callbacks (Celery and Diskcache managers) when the callback raisesPreventUpdateor another exception before the variable is assigned. - #3819 Fix
RuntimeError: No active request in contextwhen a non-Dash path falls through to the FastAPI catch-all route. Fixes #3812. - #3838 Replace
mcpdependency with inline types. - #3824 Fix
dash.testingThreadedRunner.stop()hanging at teardown for Quart apps. Fixes #3823. - #3425 dcc.DatePicker: Fix
updatemode="bothdates"not always respected
Changed
- Drop support for Python 3.8 (end-of-life since October 2024). The minimum supported version is now Python 3.9.
v4.3.0
Added
- #3796 MCP: Add
configure_mcp_server()to toggle which content the MCP server exposes (include_layout,include_callbacks,include_clientside_callbacks,include_pages,expose_callback_docstrings). Only the parameters explicitly passed are updated; omitted parameters retain their current value. - #3710 MCP: Framework utilities, types for interacting with layout
- #3711 MCP:
CallbackAdapterfor representing callback-related data in MCP-friendly format - #3712 MCP:
Resourcesfor exposing app layout, components, and pages - #3731 MCP: Expose callbacks as
Tools - #3747 MCP: Support pattern-matching callbacks in Tools
- #3748 MCP: Format callback results for LLM consumption (rendered graphs, markdown tables)
- #3749 MCP:
get_dash_componentTool and callback execution - #3750 MCP: Server routes,
mcp_enabledfunction decorator, and Streamable HTTP transport - #3766 MCP: Support background callbacks in Tools
Changed
- #3796 MCP: Remove the
mcp_expose_docstringsDash()constructor argument; callback docstring exposure is now controlled viaconfigure_mcp_server(expose_callback_docstrings=...).
Fixed
- #3817 Fix background callback context serialisation for non-dict request args on the FastAPI and Quart backends. Fixes #3816.
- #3805 Fix FastAPI POST routes deadlock caused by middleware consuming request body. Fixes #3801.
- #3813 Fix websockets using incorrect path when deployed behind a proxy
- #3830 MCP: Respond to the Streamable HTTP
GET(SSE) request with an empty event stream instead of405 Method Not Allowed
v4.2.0
[4.2.0] - 2026-06-01 - The Freedom Update
This release marks a major milestone for Dash, bringing unprecedented flexibility to how you build and deploy your applications.
🚀 Multiple Backend Support
Dash is no longer tied to Flask. You can now run your Dash apps on FastAPI or Quart, or even bring your own backend implementation:
# FastAPI backend
app = Dash(__name__, backend="fastapi")
# Quart backend (async-native)
app = Dash(__name__, backend="quart")
# Or use an existing server
from fastapi import FastAPI
server = FastAPI()
app = Dash(__name__, server=server)Install with pip install dash[fastapi] or pip install dash[quart].
⚡ Websocket Callbacks
Real-time, bidirectional communication is here. Websocket callbacks enable persistent connections for live updates without polling:
@callback(
Output("live-output", "children"),
Input("trigger", "n_clicks"),
websocket=True,
persistent=True
)
def live_updates(n_clicks):
ws = ctx.websocket
while True:
data = fetch_live_data()
ws.send(Output("live-output", "children", data))
time.sleep(1)🔓 Relaxed Pattern Matching Rules
MATCH wildcards are now allowed in Input and State even when your Output has no wildcards, making dynamic UIs simpler to build:
@callback(
Output("summary", "children"), # Fixed ID output
Input({"type": "item", "index": MATCH}, "value") # MATCH input - now allowed!
)
def update_summary(value):
return f"Selected: {value}"Added
- #3783 Add batching/debouncing for websocket
set_propsmessages to reduce lag when updating multiple components in a loop. Configurable viawebsocket_batch_delay(default 5ms, set to 0 to disable). - #3669 Selection for DataTable cleared with custom action settings.
- #3680 Added
search_orderprop toDropdownto allow users to preserve original option order during search. - #3745 Added
csrf_token_nameandcsrf_header_nameconfig options to allow configuring the CSRF cookie and header names. Fixes #729. - #3797 Improved websocket callback management with heartbeat configuration and proper reconnection handling.
- #3523 Fall back to background callback function names if source cannot be found.
- #3771 Add persistent callbacks and no inputs/no outputs callback support.
- #3742 Add websocket callbacks to fastapi and quart backends.
- #3737 Add
displayNotifiertodcc.Graphconfig props.
Changed
- #3746 Improve static typing for
dash.callbackby preserving wrapped callback signatures, and add callback typing coverage in compliance plus new callback decorator unit and integration tests. Fixes #3691. - Rename
ctx.get_websockettoctx.websocket. - Add threadpool for running websocket callbacks.
Fixed
- #3690 Fix
dcc.Inputwhen min or max is set to None. - #3723 Fix misaligned
dcc.Slidermarks when some labels are empty strings. - #3738 Add missing
stacklevel=2towarnings.warn()calls so warnings report the caller's location instead of internal Dash source lines. - #3740 Fix cannot tab into dropdowns in Safari.
- #3756 Allow
MATCHinInput/Statewhen the callback'sOutputhas no wildcards (fixed-id Output, no Output, orALL-only wildcard Output).ALLSMALLERstill requires a correspondingMATCHin an Output. Fixes #2462. - #3768 Improved
Dropdownsearch performance for large options lists. - #3759 Fix the issue where
Patchobjects cannot be updated viaset_props()inwebsocketcallback. Fix #3742. - #3789 Fixed extra wrapper in
DatePickerRangeandDatePickerSinglecausing styling and layout issues. - #3799 Fixed dropdown crash when filtering large datasets with component-based labels by using stable item keys for virtualized rows.
- #3785 Fix patch with
dcc.Graphfigure. Fixdcc.Graphnot sending duplicate clicks because it had the same payload by adding a timestamp in the click event object. - #3798 Fix blueprint registering and double init when using
flask runcommand. Fixes #3787. - #3734 Fix websocket used in the same FastAPI server. Fixes #3636.
- #3668 Fix FastAPI url paths order. Fixes #3667.
- #3641 Fix
dcc.Loadingspinner not triggering when callbackOutputuses theALLwildcard. Fixes #3619. - #3570 Fix components not remounting when passed from a parent object. Fixes #3330.
v4.3.0rc0
Added
- #3710 MCP: Framework utilities, types for interacting with layout
- #3711 MCP:
CallbackAdapterfor representing callback-related data in MCP-friendly format - #3712 MCP:
Resourcesfor exposing app layout, components, and pages - #3731 MCP: Expose callbacks as
Tools - #3747 MCP: Support pattern-matching callbacks in Tools
- #3748 MCP: Format callback results for LLM consumption (rendered graphs, markdown tables)
- #3749 MCP:
get_dash_componentTool and callback execution - #3750 MCP: Server routes,
mcp_enabledfunction decorator, and Streamable HTTP transport - #3766 MCP: Support background callbacks in Tools