From 6579c78eacf42ad5576294984a89ba131444aa14 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Wed, 2 Mar 2022 16:18:13 -0500 Subject: [PATCH 01/81] updated PyPi version to 2.8.6 --- gradio.egg-info/PKG-INFO | 2 +- gradio/version.txt | 2 +- setup.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/gradio.egg-info/PKG-INFO b/gradio.egg-info/PKG-INFO index 5f32170a81f57..274a005ab60c4 100644 --- a/gradio.egg-info/PKG-INFO +++ b/gradio.egg-info/PKG-INFO @@ -1,6 +1,6 @@ Metadata-Version: 2.1 Name: gradio -Version: 2.8.5 +Version: 2.8.6 Summary: Python library for easily interacting with trained machine learning models Home-page: https://github.com/gradio-app/gradio-UI Author: Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq diff --git a/gradio/version.txt b/gradio/version.txt index 7f04bb11e3f4d..adaf203aceca7 100644 --- a/gradio/version.txt +++ b/gradio/version.txt @@ -1 +1 @@ -2.8.5 \ No newline at end of file +2.8.6 \ No newline at end of file diff --git a/setup.py b/setup.py index b90f8902e56f1..bf000c1cb357d 100644 --- a/setup.py +++ b/setup.py @@ -5,7 +5,7 @@ setup( name="gradio", - version="2.8.5", + version="2.8.6", include_package_data=True, description="Python library for easily interacting with trained machine learning models", author="Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq", From 04a7199502a4f1c22bc9053a722d31afc594e79d Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 3 Mar 2022 13:55:53 -0500 Subject: [PATCH 02/81] working on a new backend-based state --- gradio/state.py | 2 ++ 1 file changed, 2 insertions(+) create mode 100644 gradio/state.py diff --git a/gradio/state.py b/gradio/state.py new file mode 100644 index 0000000000000..d425d7fe1a5a4 --- /dev/null +++ b/gradio/state.py @@ -0,0 +1,2 @@ +"""Implements a State class to store state in the backend.""" + From 651d67a0c69b0a9003dc03c136caaeab08f99e3a Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 3 Mar 2022 15:06:04 -0500 Subject: [PATCH 03/81] state work --- gradio/inputs.py | 37 ++++++++++++++++++++++++++++++++++++- gradio/state.py | 25 ++++++++++++++++++++++++- 2 files changed, 60 insertions(+), 2 deletions(-) diff --git a/gradio/inputs.py b/gradio/inputs.py index 33da90ee3e406..8fab4f81de45d 100644 --- a/gradio/inputs.py +++ b/gradio/inputs.py @@ -1609,7 +1609,8 @@ def __init__( default (Any): the initial value of the state. optional (bool): this parameter is ignored. """ - + warnings.warn("The State input component will be deprecated. Please use the " + "new Stateful component.") self.default = default super().__init__(label) @@ -1621,6 +1622,40 @@ def get_shortcut_implementations(cls): return { "state": {}, } + + +class Stateful(InputComponent): + """ + Special hidden component that stores state across runs of the interface. + Input type: Any + Demos: chatbot + """ + + def __init__( + self, + label: str = None, + default: Any = None, + optional: bool = False, + ): + """ + Parameters: + label (str): component name in interface (not used). + default (Any): the initial value of the state. + optional (bool): this parameter is ignored. + """ + + self.default = default + super().__init__(label) + + def get_template_context(self): + return {"default": self.default, **super().get_template_context()} + + @classmethod + def get_shortcut_implementations(cls): + return { + "stateful": {}, + } + def get_input_instance(iface: Interface): diff --git a/gradio/state.py b/gradio/state.py index d425d7fe1a5a4..0d8980e1633a2 100644 --- a/gradio/state.py +++ b/gradio/state.py @@ -1,2 +1,25 @@ -"""Implements a State class to store state in the backend.""" +"""Implements a StateHolder class to store state in the backend.""" +from __future__ import annotations +from typing import Any, Dict + + +class StateHolder: + state_dict: Dict[str, Any] = {} + + def __init__(self, id): + self.id = id + + def __setattr__(self, name, value): + if name == "state": + StateHolder.state_dict[self.id] = value + else: + self.__dict__[name] = value + + + def __getattr__(self, name): + if name == "state": + return StateHolder.state_dict.get(self.id, None) + else: + return self.__dict__[name] + From 440991cb1c84236fee258e053ac3931cd4b39ba3 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 3 Mar 2022 15:11:58 -0500 Subject: [PATCH 04/81] move is_space to launch() to allow blocks to launch() --- gradio/interface.py | 1 - gradio/launchable.py | 1 + 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/gradio/interface.py b/gradio/interface.py index 09756afc84a8c..aa5a8a5732338 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -280,7 +280,6 @@ def clean_html(raw_html): self.thumbnail = thumbnail theme = theme if theme is not None else os.getenv("GRADIO_THEME", "default") - self.is_space = True if os.getenv("SYSTEM") == "spaces" else False DEPRECATED_THEME_MAP = { "darkdefault": "default", "darkhuggingface": "dark-huggingface", diff --git a/gradio/launchable.py b/gradio/launchable.py index 10e6e8fd2d5f1..c10ff5f217d13 100644 --- a/gradio/launchable.py +++ b/gradio/launchable.py @@ -88,6 +88,7 @@ def launch( self.height = height self.width = width self.favicon_path = favicon_path + self.is_space = True if os.getenv("SYSTEM") == "spaces" else False if hasattr(self, "encrypt") and self.encrypt is None: self.encrypt = encrypt From 8e1577e6debd76caffac1b1102a00f94348d7a3f Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 3 Mar 2022 15:25:14 -0500 Subject: [PATCH 05/81] state fixes; deprecation --- gradio/outputs.py | 2 ++ gradio/state.py | 15 +++++++-------- 2 files changed, 9 insertions(+), 8 deletions(-) diff --git a/gradio/outputs.py b/gradio/outputs.py index aecbdfbb49405..9ab153919ab51 100644 --- a/gradio/outputs.py +++ b/gradio/outputs.py @@ -844,6 +844,8 @@ def __init__(self, label: Optional[str] = None): Parameters: label (str): component name in interface (not used). """ + warnings.warn("The State output component will be deprecated. Please use the " + "new Stateful component.") super().__init__(label) @classmethod diff --git a/gradio/state.py b/gradio/state.py index 0d8980e1633a2..f2b88dafeff42 100644 --- a/gradio/state.py +++ b/gradio/state.py @@ -8,18 +8,17 @@ class StateHolder: state_dict: Dict[str, Any] = {} def __init__(self, id): - self.id = id + self.__id = id def __setattr__(self, name, value): - if name == "state": - StateHolder.state_dict[self.id] = value - else: + if name.startswith("_"): self.__dict__[name] = value - + else: + StateHolder.state_dict[(self.__id, name)] = value def __getattr__(self, name): - if name == "state": - return StateHolder.state_dict.get(self.id, None) - else: + if name.startswith("_"): return self.__dict__[name] + else: + return StateHolder.state_dict.get((self.__id, name), None) From 166ef38f45ab20df2d9c98b0e432205675271631 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 3 Mar 2022 15:31:10 -0500 Subject: [PATCH 06/81] updated PyPi version to 2.8.7 --- gradio.egg-info/PKG-INFO | 2 +- gradio/version.txt | 2 +- scripts/upload_to_pypi.sh | 2 +- setup.py | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/gradio.egg-info/PKG-INFO b/gradio.egg-info/PKG-INFO index 274a005ab60c4..f378a4da8b704 100644 --- a/gradio.egg-info/PKG-INFO +++ b/gradio.egg-info/PKG-INFO @@ -1,6 +1,6 @@ Metadata-Version: 2.1 Name: gradio -Version: 2.8.6 +Version: 2.8.7 Summary: Python library for easily interacting with trained machine learning models Home-page: https://github.com/gradio-app/gradio-UI Author: Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq diff --git a/gradio/version.txt b/gradio/version.txt index adaf203aceca7..d45e55c217915 100644 --- a/gradio/version.txt +++ b/gradio/version.txt @@ -1 +1 @@ -2.8.6 \ No newline at end of file +2.8.7 \ No newline at end of file diff --git a/scripts/upload_to_pypi.sh b/scripts/upload_to_pypi.sh index 0699a6f4e7ab2..121c99a3f6277 100755 --- a/scripts/upload_to_pypi.sh +++ b/scripts/upload_to_pypi.sh @@ -5,7 +5,7 @@ if [ -z "$(ls | grep CONTRIBUTING.md)" ]; then else echo "Uploading to pypi" set -e - git pull + git pull origin master old_version=$(grep -Po "(?<=version=\")[^\"]+(?=\")" setup.py) echo "Current version is $old_version. New version?" read new_version diff --git a/setup.py b/setup.py index bf000c1cb357d..3594c99f5befc 100644 --- a/setup.py +++ b/setup.py @@ -5,7 +5,7 @@ setup( name="gradio", - version="2.8.6", + version="2.8.7", include_package_data=True, description="Python library for easily interacting with trained machine learning models", author="Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq", From eadee8fbf5098d7eea2dba4e45918e649325cc23 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 3 Mar 2022 16:38:40 -0500 Subject: [PATCH 07/81] redid state --- gradio/blocks.py | 4 +++- gradio/inputs.py | 34 ---------------------------------- gradio/interface.py | 30 ++++++++++++++++++++++++++++-- gradio/routes.py | 14 +++++++++++--- gradio/state.py | 24 ------------------------ 5 files changed, 42 insertions(+), 64 deletions(-) delete mode 100644 gradio/state.py diff --git a/gradio/blocks.py b/gradio/blocks.py index 53b1745f0e6ea..7256fed6952cb 100644 --- a/gradio/blocks.py +++ b/gradio/blocks.py @@ -73,6 +73,7 @@ def __init__(self, theme="default"): self.theme = theme self.requires_permissions = False # TODO: needs to be implemented self.enable_queue = False + self.stateful = False #TODO: implement state super().__init__() Context.root_block = self @@ -80,7 +81,8 @@ def __init__(self, theme="default"): self.fns = [] self.dependencies = [] - def process_api(self, data: Dict[str, Any], username: str = None) -> Dict[str, Any]: + def process_api(self, data: Dict[str, Any], username: str = None, state=None) -> Dict[str, Any]: + #TODO: implement state raw_input = data["data"] fn_index = data["fn_index"] fn = self.fns[fn_index] diff --git a/gradio/inputs.py b/gradio/inputs.py index 8fab4f81de45d..e674963d845cd 100644 --- a/gradio/inputs.py +++ b/gradio/inputs.py @@ -1624,40 +1624,6 @@ def get_shortcut_implementations(cls): } -class Stateful(InputComponent): - """ - Special hidden component that stores state across runs of the interface. - Input type: Any - Demos: chatbot - """ - - def __init__( - self, - label: str = None, - default: Any = None, - optional: bool = False, - ): - """ - Parameters: - label (str): component name in interface (not used). - default (Any): the initial value of the state. - optional (bool): this parameter is ignored. - """ - - self.default = default - super().__init__(label) - - def get_template_context(self): - return {"default": self.default, **super().get_template_context()} - - @classmethod - def get_shortcut_implementations(cls): - return { - "stateful": {}, - } - - - def get_input_instance(iface: Interface): if isinstance(iface, str): shortcut = InputComponent.get_all_shortcut_implementations()[iface] diff --git a/gradio/interface.py b/gradio/interface.py index 09756afc84a8c..17d1df7d3380e 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -176,6 +176,8 @@ def __init__( if repeat_outputs_per_model: self.output_components *= len(fn) + + self.stateful = False if sum(isinstance(i, i_State) for i in self.input_components) > 1: raise ValueError("Only one input component can be State.") if sum(isinstance(o, o_State) for o in self.output_components) > 1: @@ -187,10 +189,23 @@ def __init__( state_param_index = [ isinstance(i, i_State) for i in self.input_components ].index(True) + self.stateful = True + self.state_param_index = state_param_index state: i_State = self.input_components[state_param_index] if state.default is None: default = utils.get_default_args(fn[0])[state_param_index] state.default = default + self.state_default = state.default + + if sum(isinstance(i, o_State) for i in self.output_components) == 1: + state_return_index = [ + isinstance(i, o_State) for i in self.output_components + ].index(True) + self.state_return_index = state_return_index + else: + raise ValueError("Exactly one input and one output component must be State") + + if ( interpretation is None @@ -544,7 +559,12 @@ def run_prediction( else: return predictions - def process_api(self, data: Dict[str, Any], username: str = None) -> Dict[str, Any]: + def process_api( + self, + data: Dict[str, Any], + username: str = None, + state: Any = None, + ) -> Dict[str, Any]: flag_index = None if data.get("example_id") is not None: example_id = data["example_id"] @@ -555,6 +575,8 @@ def process_api(self, data: Dict[str, Any], username: str = None) -> Dict[str, A prediction, durations = process_example(self, example_id) else: raw_input = data["data"] + if self.stateful: + raw_input[self.state_param_index] = state prediction, durations = self.process(raw_input) if self.allow_flagging == "auto": flag_index = self.flagging_callback.flag( @@ -564,13 +586,17 @@ def process_api(self, data: Dict[str, Any], username: str = None) -> Dict[str, A flag_option="" if self.flagging_options else None, username=username, ) + if self.stateful: + updated_state = prediction[self.state_return_index] + else: + updated_state = None return { "data": prediction, "durations": durations, "avg_durations": self.config.get("avg_durations"), "flag_index": flag_index, - } + }, updated_state def process(self, raw_input: List[Any]) -> Tuple[List[Any], List[float]]: """ diff --git a/gradio/routes.py b/gradio/routes.py index 817f0baa8647e..71da2986b1fab 100644 --- a/gradio/routes.py +++ b/gradio/routes.py @@ -9,7 +9,7 @@ import secrets import traceback import urllib -from typing import Any, List, Optional, Type +from typing import Any, Dict, List, Optional, Tuple, Type import orjson import pkg_resources @@ -44,7 +44,7 @@ class ORJSONResponse(JSONResponse): def render(self, content: Any) -> bytes: return orjson.dumps(content) - + app = FastAPI(default_response_class=ORJSONResponse) app.add_middleware( @@ -53,6 +53,7 @@ def render(self, content: Any) -> bytes: allow_methods=["*"], allow_headers=["*"], ) +app.state_holder = {} templates = Jinja2Templates(directory=STATIC_TEMPLATE_LIB) @@ -210,8 +211,15 @@ def api_docs(request: Request): @app.post("/api/predict/", dependencies=[Depends(login_check)]) async def predict(request: Request, username: str = Depends(get_current_user)): body = await request.json() + session_hash = body.get("session_hash", None) # TODO(aliabid94): send from frontend + if app.launchable.stateful: + state = app.state_holder.get(session_hash, app.launchable.state_default) + try: - output = await run_in_threadpool(app.launchable.process_api, body, username) + output, updated_state = await run_in_threadpool( + app.launchable.process_api, body, username, state) + app.state_holder[session_hash] = updated_state + except BaseException as error: if app.launchable.show_error: traceback.print_exc() diff --git a/gradio/state.py b/gradio/state.py deleted file mode 100644 index f2b88dafeff42..0000000000000 --- a/gradio/state.py +++ /dev/null @@ -1,24 +0,0 @@ -"""Implements a StateHolder class to store state in the backend.""" -from __future__ import annotations - -from typing import Any, Dict - - -class StateHolder: - state_dict: Dict[str, Any] = {} - - def __init__(self, id): - self.__id = id - - def __setattr__(self, name, value): - if name.startswith("_"): - self.__dict__[name] = value - else: - StateHolder.state_dict[(self.__id, name)] = value - - def __getattr__(self, name): - if name.startswith("_"): - return self.__dict__[name] - else: - return StateHolder.state_dict.get((self.__id, name), None) - From 6f2b57f99d579423bd8de6bf5dcbd91d5e15bd6f Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 3 Mar 2022 16:40:46 -0500 Subject: [PATCH 08/81] redid state --- gradio/inputs.py | 4 +--- gradio/outputs.py | 2 -- 2 files changed, 1 insertion(+), 5 deletions(-) diff --git a/gradio/inputs.py b/gradio/inputs.py index e674963d845cd..a06116719b3e9 100644 --- a/gradio/inputs.py +++ b/gradio/inputs.py @@ -1609,8 +1609,6 @@ def __init__( default (Any): the initial value of the state. optional (bool): this parameter is ignored. """ - warnings.warn("The State input component will be deprecated. Please use the " - "new Stateful component.") self.default = default super().__init__(label) @@ -1622,7 +1620,7 @@ def get_shortcut_implementations(cls): return { "state": {}, } - + def get_input_instance(iface: Interface): if isinstance(iface, str): diff --git a/gradio/outputs.py b/gradio/outputs.py index 9ab153919ab51..aecbdfbb49405 100644 --- a/gradio/outputs.py +++ b/gradio/outputs.py @@ -844,8 +844,6 @@ def __init__(self, label: Optional[str] = None): Parameters: label (str): component name in interface (not used). """ - warnings.warn("The State output component will be deprecated. Please use the " - "new Stateful component.") super().__init__(label) @classmethod From 95578e9926086f737f7b87ea5038aba14d7a6300 Mon Sep 17 00:00:00 2001 From: Ali Abid Date: Thu, 3 Mar 2022 16:23:18 -0600 Subject: [PATCH 09/81] add session hash to frontend --- ui/packages/app/src/api.ts | 2 ++ ui/packages/app/src/main.ts | 3 ++- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/ui/packages/app/src/api.ts b/ui/packages/app/src/api.ts index 38447af3f92a4..e162ebf5ba77b 100644 --- a/ui/packages/app/src/api.ts +++ b/ui/packages/app/src/api.ts @@ -14,12 +14,14 @@ let postData = async (url: string, body: unknown) => { }; export const fn = async ( + session_hash: string, api_endpoint: string, action: string, data: Record, queue: boolean, queue_callback: (pos: number | null, is_initial?: boolean) => void ) => { + data["session_hash"] = session_hash; if (queue && ["predict", "interpret"].includes(action)) { data["action"] = action; const output = await postData(api_endpoint + "queue/push/", data); diff --git a/ui/packages/app/src/main.ts b/ui/packages/app/src/main.ts index 146dcd991eb31..c51de8d57afd0 100644 --- a/ui/packages/app/src/main.ts +++ b/ui/packages/app/src/main.ts @@ -96,7 +96,8 @@ window.launchGradio = (config: Config, element_query: string) => { config.dark = true; target.classList.add("dark"); } - config.fn = fn.bind(null, config.root + "api/"); + let session_hash = Math.random().toString(36).substring(2); + config.fn = fn.bind(null, session_hash, config.root + "api/"); if (config.mode === "blocks") { new Blocks({ target: target, From c01f574e3144b30c1a31ee7187bdef985b41229a Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 3 Mar 2022 23:59:21 -0500 Subject: [PATCH 10/81] cleaned up state --- gradio/blocks.py | 3 +-- gradio/interface.py | 5 +++-- gradio/routes.py | 19 ++++++++++++------- 3 files changed, 16 insertions(+), 11 deletions(-) diff --git a/gradio/blocks.py b/gradio/blocks.py index 7256fed6952cb..53a003ae8c677 100644 --- a/gradio/blocks.py +++ b/gradio/blocks.py @@ -81,8 +81,7 @@ def __init__(self, theme="default"): self.fns = [] self.dependencies = [] - def process_api(self, data: Dict[str, Any], username: str = None, state=None) -> Dict[str, Any]: - #TODO: implement state + def process_api(self, data: Dict[str, Any], username: str = None) -> Dict[str, Any]: raw_input = data["data"] fn_index = data["fn_index"] fn = self.fns[fn_index] diff --git a/gradio/interface.py b/gradio/interface.py index 17d1df7d3380e..b58155b0a39d8 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -563,7 +563,6 @@ def process_api( self, data: Dict[str, Any], username: str = None, - state: Any = None, ) -> Dict[str, Any]: flag_index = None if data.get("example_id") is not None: @@ -576,6 +575,7 @@ def process_api( else: raw_input = data["data"] if self.stateful: + state = data["state"] raw_input[self.state_param_index] = state prediction, durations = self.process(raw_input) if self.allow_flagging == "auto": @@ -596,7 +596,8 @@ def process_api( "durations": durations, "avg_durations": self.config.get("avg_durations"), "flag_index": flag_index, - }, updated_state + "updated_state": updated_state + } def process(self, raw_input: List[Any]) -> Tuple[List[Any], List[float]]: """ diff --git a/gradio/routes.py b/gradio/routes.py index 71da2986b1fab..693609c6a107a 100644 --- a/gradio/routes.py +++ b/gradio/routes.py @@ -53,7 +53,9 @@ def render(self, content: Any) -> bytes: allow_methods=["*"], allow_headers=["*"], ) -app.state_holder = {} + +state_holder: Dict[Tuple[str, str], Any] = {} +app.state_holder = state_holder templates = Jinja2Templates(directory=STATIC_TEMPLATE_LIB) @@ -211,14 +213,17 @@ def api_docs(request: Request): @app.post("/api/predict/", dependencies=[Depends(login_check)]) async def predict(request: Request, username: str = Depends(get_current_user)): body = await request.json() - session_hash = body.get("session_hash", None) # TODO(aliabid94): send from frontend - if app.launchable.stateful: - state = app.state_holder.get(session_hash, app.launchable.state_default) + if app.launchable.stateful: + session_hash = body.get("session_hash", None) + state = app.state_holder.get((session_hash, "state"), app.launchable.state_default) + body['state'] = state try: - output, updated_state = await run_in_threadpool( - app.launchable.process_api, body, username, state) - app.state_holder[session_hash] = updated_state + output = await run_in_threadpool( + app.launchable.process_api, body, username) + if app.launchable.stateful: + updated_state = output.pop("updated_state") + app.state_holder[(session_hash, "state")] = updated_state except BaseException as error: if app.launchable.show_error: From 495e61f59898056648881504942de214eaf13e4e Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Fri, 4 Mar 2022 00:00:58 -0500 Subject: [PATCH 11/81] formatting --- gradio/blocks.py | 2 +- gradio/interface.py | 13 +++++-------- gradio/routes.py | 15 ++++++++------- 3 files changed, 14 insertions(+), 16 deletions(-) diff --git a/gradio/blocks.py b/gradio/blocks.py index 53a003ae8c677..ad87aacd09f4b 100644 --- a/gradio/blocks.py +++ b/gradio/blocks.py @@ -73,7 +73,7 @@ def __init__(self, theme="default"): self.theme = theme self.requires_permissions = False # TODO: needs to be implemented self.enable_queue = False - self.stateful = False #TODO: implement state + self.stateful = False # TODO: implement state super().__init__() Context.root_block = self diff --git a/gradio/interface.py b/gradio/interface.py index b58155b0a39d8..1b05676f24151 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -176,7 +176,6 @@ def __init__( if repeat_outputs_per_model: self.output_components *= len(fn) - self.stateful = False if sum(isinstance(i, i_State) for i in self.input_components) > 1: raise ValueError("Only one input component can be State.") @@ -196,7 +195,7 @@ def __init__( default = utils.get_default_args(fn[0])[state_param_index] state.default = default self.state_default = state.default - + if sum(isinstance(i, o_State) for i in self.output_components) == 1: state_return_index = [ isinstance(i, o_State) for i in self.output_components @@ -204,8 +203,6 @@ def __init__( self.state_return_index = state_return_index else: raise ValueError("Exactly one input and one output component must be State") - - if ( interpretation is None @@ -560,8 +557,8 @@ def run_prediction( return predictions def process_api( - self, - data: Dict[str, Any], + self, + data: Dict[str, Any], username: str = None, ) -> Dict[str, Any]: flag_index = None @@ -588,7 +585,7 @@ def process_api( ) if self.stateful: updated_state = prediction[self.state_return_index] - else: + else: updated_state = None return { @@ -596,7 +593,7 @@ def process_api( "durations": durations, "avg_durations": self.config.get("avg_durations"), "flag_index": flag_index, - "updated_state": updated_state + "updated_state": updated_state, } def process(self, raw_input: List[Any]) -> Tuple[List[Any], List[float]]: diff --git a/gradio/routes.py b/gradio/routes.py index 693609c6a107a..880cd7a7ab3de 100644 --- a/gradio/routes.py +++ b/gradio/routes.py @@ -44,7 +44,7 @@ class ORJSONResponse(JSONResponse): def render(self, content: Any) -> bytes: return orjson.dumps(content) - + app = FastAPI(default_response_class=ORJSONResponse) app.add_middleware( @@ -213,18 +213,19 @@ def api_docs(request: Request): @app.post("/api/predict/", dependencies=[Depends(login_check)]) async def predict(request: Request, username: str = Depends(get_current_user)): body = await request.json() - + if app.launchable.stateful: session_hash = body.get("session_hash", None) - state = app.state_holder.get((session_hash, "state"), app.launchable.state_default) - body['state'] = state + state = app.state_holder.get( + (session_hash, "state"), app.launchable.state_default + ) + body["state"] = state try: - output = await run_in_threadpool( - app.launchable.process_api, body, username) + output = await run_in_threadpool(app.launchable.process_api, body, username) if app.launchable.stateful: updated_state = output.pop("updated_state") app.state_holder[(session_hash, "state")] = updated_state - + except BaseException as error: if app.launchable.show_error: traceback.print_exc() From 1b3f7333a9bcc4002d46b29f3fb51437a34629ae Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Fri, 4 Mar 2022 00:01:28 -0500 Subject: [PATCH 12/81] formatting --- gradio/inputs.py | 1 + 1 file changed, 1 insertion(+) diff --git a/gradio/inputs.py b/gradio/inputs.py index a06116719b3e9..85a7805f9f40a 100644 --- a/gradio/inputs.py +++ b/gradio/inputs.py @@ -1609,6 +1609,7 @@ def __init__( default (Any): the initial value of the state. optional (bool): this parameter is ignored. """ + self.default = default super().__init__(label) From 9765c0a5367a060be5b41a7d423df36870f821f6 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Fri, 4 Mar 2022 00:01:48 -0500 Subject: [PATCH 13/81] formatting --- gradio/inputs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/gradio/inputs.py b/gradio/inputs.py index 85a7805f9f40a..33da90ee3e406 100644 --- a/gradio/inputs.py +++ b/gradio/inputs.py @@ -1609,7 +1609,7 @@ def __init__( default (Any): the initial value of the state. optional (bool): this parameter is ignored. """ - + self.default = default super().__init__(label) From 5cf8bcbc01d1814629b2f6232268850a33eb527e Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Fri, 4 Mar 2022 00:06:30 -0500 Subject: [PATCH 14/81] cleanups --- gradio/interface.py | 10 ++++------ 1 file changed, 4 insertions(+), 6 deletions(-) diff --git a/gradio/interface.py b/gradio/interface.py index 1b05676f24151..8e74538bf3a00 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -202,7 +202,8 @@ def __init__( ].index(True) self.state_return_index = state_return_index else: - raise ValueError("Exactly one input and one output component must be State") + raise ValueError("For a stateful interface, there must be exactly one State" + " input component and one State output component.") if ( interpretation is None @@ -556,11 +557,7 @@ def run_prediction( else: return predictions - def process_api( - self, - data: Dict[str, Any], - username: str = None, - ) -> Dict[str, Any]: + def process_api(self, data: Dict[str, Any], username: str = None) -> Dict[str, Any]: flag_index = None if data.get("example_id") is not None: example_id = data["example_id"] @@ -585,6 +582,7 @@ def process_api( ) if self.stateful: updated_state = prediction[self.state_return_index] + prediction[self.state_return_index] = None else: updated_state = None From a38a428072991820a6591fd84fecfdba9fd73215 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Fri, 4 Mar 2022 00:09:20 -0500 Subject: [PATCH 15/81] formatting --- gradio/interface.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/gradio/interface.py b/gradio/interface.py index 8e74538bf3a00..3f1c8fcdaf6ab 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -202,8 +202,10 @@ def __init__( ].index(True) self.state_return_index = state_return_index else: - raise ValueError("For a stateful interface, there must be exactly one State" - " input component and one State output component.") + raise ValueError( + "For a stateful interface, there must be exactly one State" + " input component and one State output component." + ) if ( interpretation is None From fd034ee29f5cbfb290a483ec3bb1e3025744ffa8 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Fri, 4 Mar 2022 00:24:17 -0500 Subject: [PATCH 16/81] test state --- gradio/interface.py | 20 ++++++++++---------- test/test_routes.py | 16 ++++++++++++++++ 2 files changed, 26 insertions(+), 10 deletions(-) diff --git a/gradio/interface.py b/gradio/interface.py index 3f1c8fcdaf6ab..42b1821aa5949 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -196,16 +196,16 @@ def __init__( state.default = default self.state_default = state.default - if sum(isinstance(i, o_State) for i in self.output_components) == 1: - state_return_index = [ - isinstance(i, o_State) for i in self.output_components - ].index(True) - self.state_return_index = state_return_index - else: - raise ValueError( - "For a stateful interface, there must be exactly one State" - " input component and one State output component." - ) + if sum(isinstance(i, o_State) for i in self.output_components) == 1: + state_return_index = [ + isinstance(i, o_State) for i in self.output_components + ].index(True) + self.state_return_index = state_return_index + else: + raise ValueError( + "For a stateful interface, there must be exactly one State" + " input component and one State output component." + ) if ( interpretation is None diff --git a/test/test_routes.py b/test/test_routes.py index 8ce0b94bb1c55..b50117c2d3a9f 100644 --- a/test/test_routes.py +++ b/test/test_routes.py @@ -44,6 +44,22 @@ def test_predict_route(self): self.assertTrue("durations" in output) self.assertTrue("avg_durations" in output) + def test_state(self): + def predict(input, history=""): + history += input + return history, history + + io = Interface(predict, ["textbox", "state"], ["textbox", "state"]) + app, _, _ = io.launch(prevent_thread_lock=True) + client = TestClient(app) + response = client.post("/api/predict/", json={"data": ["test", None]}) + output = dict(response.json()) + print("output", output) + self.assertEqual(output["data"], ["test", None]) + response = client.post("/api/predict/", json={"data": ["test", None]}) + output = dict(response.json()) + self.assertEqual(output["data"], ["testtest", None]) + def test_queue_push_route(self): queueing.push = mock.MagicMock(return_value=(None, None)) response = self.client.post( From 863b4287a9e51e53bafb44176c99b31e13644ded Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Fri, 4 Mar 2022 11:03:10 -0500 Subject: [PATCH 17/81] updated to use pydantic models --- gradio/interface.py | 15 +++++++-------- gradio/routes.py | 20 +++++++++++++++----- 2 files changed, 22 insertions(+), 13 deletions(-) diff --git a/gradio/interface.py b/gradio/interface.py index 42b1821aa5949..1a9c55226c93d 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -28,7 +28,7 @@ from gradio.outputs import State as o_State # type: ignore from gradio.outputs import get_output_instance from gradio.process_examples import load_from_cache, process_example -from gradio.routes import predict +from gradio.routes import PredictRequest if TYPE_CHECKING: # Only import for type checking (is False at runtime). import flask @@ -559,19 +559,18 @@ def run_prediction( else: return predictions - def process_api(self, data: Dict[str, Any], username: str = None) -> Dict[str, Any]: + def process_api(self, data: PredictRequest, username: str = None) -> Dict[str, Any]: flag_index = None - if data.get("example_id") is not None: - example_id = data["example_id"] + if data.example_id is not None: if self.cache_examples: - prediction = load_from_cache(self, example_id) + prediction = load_from_cache(self, data.example_id) durations = None else: - prediction, durations = process_example(self, example_id) + prediction, durations = process_example(self, data.example_id) else: - raw_input = data["data"] + raw_input = data.data if self.stateful: - state = data["state"] + state = data.state raw_input[self.state_param_index] = state prediction, durations = self.process(raw_input) if self.allow_flagging == "auto": diff --git a/gradio/routes.py b/gradio/routes.py index 880cd7a7ab3de..72e079675aec4 100644 --- a/gradio/routes.py +++ b/gradio/routes.py @@ -21,6 +21,7 @@ from fastapi.security import OAuth2PasswordRequestForm from fastapi.templating import Jinja2Templates from jinja2.exceptions import TemplateNotFound +from pydantic import BaseModel from starlette.responses import RedirectResponse from gradio import encryptor, queueing, utils @@ -60,6 +61,17 @@ def render(self, content: Any) -> bytes: templates = Jinja2Templates(directory=STATIC_TEMPLATE_LIB) +########### +# Data Models +########### + +class PredictRequest(BaseModel): + session_hash: Optional[str] + example_id: Optional[int] + data: Any + state: Optional[Any] + + ########### # Auth ########### @@ -211,15 +223,13 @@ def api_docs(request: Request): @app.post("/api/predict/", dependencies=[Depends(login_check)]) -async def predict(request: Request, username: str = Depends(get_current_user)): - body = await request.json() - +async def predict(body: PredictRequest, username: str = Depends(get_current_user)): if app.launchable.stateful: - session_hash = body.get("session_hash", None) + session_hash = body.session_hash state = app.state_holder.get( (session_hash, "state"), app.launchable.state_default ) - body["state"] = state + body.state = state try: output = await run_in_threadpool(app.launchable.process_api, body, username) if app.launchable.stateful: From 9e2cac6e4c1ed9b62968060bd5bf63e61f4e9c43 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Fri, 4 Mar 2022 11:06:16 -0500 Subject: [PATCH 18/81] formatting --- gradio/routes.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/gradio/routes.py b/gradio/routes.py index 72e079675aec4..5a101d0042456 100644 --- a/gradio/routes.py +++ b/gradio/routes.py @@ -65,12 +65,13 @@ def render(self, content: Any) -> bytes: # Data Models ########### + class PredictRequest(BaseModel): session_hash: Optional[str] example_id: Optional[int] data: Any state: Optional[Any] - + ########### # Auth From c65f9a599f55b5a82329f18879d9a132815d1fb8 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Sat, 5 Mar 2022 21:56:50 -0500 Subject: [PATCH 19/81] added pydantic data models for all requests --- gradio/queueing.py | 8 +++++-- gradio/routes.py | 55 +++++++++++++++++++++++++++++--------------- test/test_queuing.py | 12 ++++++---- 3 files changed, 50 insertions(+), 25 deletions(-) diff --git a/gradio/queueing.py b/gradio/queueing.py index 9b6ab16abf421..d402db9290193 100644 --- a/gradio/queueing.py +++ b/gradio/queueing.py @@ -7,6 +7,9 @@ import requests +from gradio.routes import QueuePushRequest + + DB_FILE = "gradio_queue.db" @@ -106,8 +109,9 @@ def pop() -> Tuple[int, str, Dict, str]: return result[0], result[1], json.loads(result[2]), result[3] -def push(input_data: Dict, action: str) -> Tuple[str, int]: - input_data = json.dumps(input_data) +def push(request: QueuePushRequest) -> Tuple[str, int]: + action = request.action + input_data = json.dumps({'data': request.data}) hash = generate_hash() conn = sqlite3.connect(DB_FILE) c = conn.cursor() diff --git a/gradio/routes.py b/gradio/routes.py index 5a101d0042456..482141a09dc6d 100644 --- a/gradio/routes.py +++ b/gradio/routes.py @@ -69,10 +69,34 @@ def render(self, content: Any) -> bytes: class PredictRequest(BaseModel): session_hash: Optional[str] example_id: Optional[int] - data: Any + data: List[Any] state: Optional[Any] +class FlagData(BaseModel): + input_data: List[Any] + output_data: List[Any] + flag_option: Optional[str] + flag_index: Optional[int] + + +class FlagRequest(BaseModel): + data: FlagData + + +class InterpretRequest(BaseModel): + data: List[Any] + + +class QueueStatusRequest(BaseModel): + hash: str + + +class QueuePushRequest(BaseModel): + action: str + data: Any + + ########### # Auth ########### @@ -247,29 +271,26 @@ async def predict(body: PredictRequest, username: str = Depends(get_current_user @app.post("/api/flag/", dependencies=[Depends(login_check)]) -async def flag(request: Request, username: str = Depends(get_current_user)): +async def flag(body: FlagRequest, username: str = Depends(get_current_user)): if app.launchable.analytics_enabled: await utils.log_feature_analytics(app.launchable.ip_address, "flag") - body = await request.json() - data = body["data"] await run_in_threadpool( app.launchable.flagging_callback.flag, app.launchable, - data["input_data"], - data["output_data"], - flag_option=data.get("flag_option"), - flag_index=data.get("flag_index"), + body.data.input_data, + body.data.output_data, + flag_option=body.data.flag_option, + flag_index=body.data.flag_index, username=username, ) return {"success": True} @app.post("/api/interpret/", dependencies=[Depends(login_check)]) -async def interpret(request: Request): +async def interpret(body: InterpretRequest): if app.launchable.analytics_enabled: await utils.log_feature_analytics(app.launchable.ip_address, "interpret") - body = await request.json() - raw_input = body["data"] + raw_input = body.data interpretation_scores, alternative_outputs = await run_in_threadpool( app.launchable.interpret, raw_input ) @@ -280,18 +301,14 @@ async def interpret(request: Request): @app.post("/api/queue/push/", dependencies=[Depends(login_check)]) -async def queue_push(request: Request): - body = await request.json() - action = body["action"] - job_hash, queue_position = queueing.push(body, action) +async def queue_push(body: QueuePushRequest): + job_hash, queue_position = queueing.push(body) return {"hash": job_hash, "queue_position": queue_position} @app.post("/api/queue/status/", dependencies=[Depends(login_check)]) -async def queue_status(request: Request): - body = await request.json() - hash = body["hash"] - status, data = queueing.get_status(hash) +async def queue_status(body: QueueStatusRequest): + status, data = queueing.get_status(body.hash) return {"status": status, "data": data} diff --git a/test/test_queuing.py b/test/test_queuing.py index 7bbfe5d1594f1..fcae8766350b5 100644 --- a/test/test_queuing.py +++ b/test/test_queuing.py @@ -4,6 +4,7 @@ import unittest from gradio import queueing +from gradio.routes import QueuePushRequest os.environ["GRADIO_ANALYTICS_ENABLED"] = "False" @@ -30,9 +31,11 @@ def test_hashing(self): queueing.close() def test_push_pop_status(self): - hash1, position = queueing.push({"data": "test1"}, "predict") + request = QueuePushRequest(data="test1", action="predict") + hash1, position = queueing.push(request) self.assertEquals(position, 0) - hash2, position = queueing.push({"data": "test2"}, "predict") + request = QueuePushRequest(data="test2", action="predict") + hash2, position = queueing.push(request) self.assertEquals(position, 1) status, position = queueing.get_status(hash2) self.assertEquals(status, "QUEUED") @@ -43,8 +46,9 @@ def test_push_pop_status(self): self.assertEquals(action, "predict") def test_jobs(self): - hash1, _ = queueing.push({"data": "test1"}, "predict") - hash2, position = queueing.push({"data": "test1"}, "predict") + request = QueuePushRequest(data="test1", action="predict") + hash1, _ = queueing.push(request) + hash2, position = queueing.push(request) self.assertEquals(position, 1) queueing.start_job(hash1) From f9034db75b8d9fa85c68e106a38850e61c09b0e0 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Mon, 7 Mar 2022 13:01:43 -0600 Subject: [PATCH 20/81] fixed naming --- gradio/interface.py | 4 ++-- gradio/queueing.py | 8 ++++---- gradio/routes.py | 20 ++++++++++---------- test/test_queuing.py | 8 ++++---- 4 files changed, 20 insertions(+), 20 deletions(-) diff --git a/gradio/interface.py b/gradio/interface.py index 1a9c55226c93d..7dd36aeefb606 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -28,7 +28,7 @@ from gradio.outputs import State as o_State # type: ignore from gradio.outputs import get_output_instance from gradio.process_examples import load_from_cache, process_example -from gradio.routes import PredictRequest +from gradio.routes import PredictBody if TYPE_CHECKING: # Only import for type checking (is False at runtime). import flask @@ -559,7 +559,7 @@ def run_prediction( else: return predictions - def process_api(self, data: PredictRequest, username: str = None) -> Dict[str, Any]: + def process_api(self, data: PredictBody, username: str = None) -> Dict[str, Any]: flag_index = None if data.example_id is not None: if self.cache_examples: diff --git a/gradio/queueing.py b/gradio/queueing.py index d402db9290193..ef5162b0f4b3f 100644 --- a/gradio/queueing.py +++ b/gradio/queueing.py @@ -7,7 +7,7 @@ import requests -from gradio.routes import QueuePushRequest +from gradio.routes import QueuePushBody DB_FILE = "gradio_queue.db" @@ -109,9 +109,9 @@ def pop() -> Tuple[int, str, Dict, str]: return result[0], result[1], json.loads(result[2]), result[3] -def push(request: QueuePushRequest) -> Tuple[str, int]: - action = request.action - input_data = json.dumps({'data': request.data}) +def push(body: QueuePushBody) -> Tuple[str, int]: + action = body.action + input_data = json.dumps({'data': body.data}) hash = generate_hash() conn = sqlite3.connect(DB_FILE) c = conn.cursor() diff --git a/gradio/routes.py b/gradio/routes.py index 482141a09dc6d..159ecfa726d81 100644 --- a/gradio/routes.py +++ b/gradio/routes.py @@ -66,7 +66,7 @@ def render(self, content: Any) -> bytes: ########### -class PredictRequest(BaseModel): +class PredictBody(BaseModel): session_hash: Optional[str] example_id: Optional[int] data: List[Any] @@ -80,19 +80,19 @@ class FlagData(BaseModel): flag_index: Optional[int] -class FlagRequest(BaseModel): +class FlagBody(BaseModel): data: FlagData -class InterpretRequest(BaseModel): +class InterpretBody(BaseModel): data: List[Any] -class QueueStatusRequest(BaseModel): +class QueueStatusBody(BaseModel): hash: str -class QueuePushRequest(BaseModel): +class QueuePushBody(BaseModel): action: str data: Any @@ -248,7 +248,7 @@ def api_docs(request: Request): @app.post("/api/predict/", dependencies=[Depends(login_check)]) -async def predict(body: PredictRequest, username: str = Depends(get_current_user)): +async def predict(body: PredictBody, username: str = Depends(get_current_user)): if app.launchable.stateful: session_hash = body.session_hash state = app.state_holder.get( @@ -271,7 +271,7 @@ async def predict(body: PredictRequest, username: str = Depends(get_current_user @app.post("/api/flag/", dependencies=[Depends(login_check)]) -async def flag(body: FlagRequest, username: str = Depends(get_current_user)): +async def flag(body: FlagBody, username: str = Depends(get_current_user)): if app.launchable.analytics_enabled: await utils.log_feature_analytics(app.launchable.ip_address, "flag") await run_in_threadpool( @@ -287,7 +287,7 @@ async def flag(body: FlagRequest, username: str = Depends(get_current_user)): @app.post("/api/interpret/", dependencies=[Depends(login_check)]) -async def interpret(body: InterpretRequest): +async def interpret(body: InterpretBody): if app.launchable.analytics_enabled: await utils.log_feature_analytics(app.launchable.ip_address, "interpret") raw_input = body.data @@ -301,13 +301,13 @@ async def interpret(body: InterpretRequest): @app.post("/api/queue/push/", dependencies=[Depends(login_check)]) -async def queue_push(body: QueuePushRequest): +async def queue_push(body: QueuePushBody): job_hash, queue_position = queueing.push(body) return {"hash": job_hash, "queue_position": queue_position} @app.post("/api/queue/status/", dependencies=[Depends(login_check)]) -async def queue_status(body: QueueStatusRequest): +async def queue_status(body: QueueStatusBody): status, data = queueing.get_status(body.hash) return {"status": status, "data": data} diff --git a/test/test_queuing.py b/test/test_queuing.py index fcae8766350b5..93aabc28bfe88 100644 --- a/test/test_queuing.py +++ b/test/test_queuing.py @@ -4,7 +4,7 @@ import unittest from gradio import queueing -from gradio.routes import QueuePushRequest +from gradio.routes import QueuePushBody os.environ["GRADIO_ANALYTICS_ENABLED"] = "False" @@ -31,10 +31,10 @@ def test_hashing(self): queueing.close() def test_push_pop_status(self): - request = QueuePushRequest(data="test1", action="predict") + request = QueuePushBody(data="test1", action="predict") hash1, position = queueing.push(request) self.assertEquals(position, 0) - request = QueuePushRequest(data="test2", action="predict") + request = QueuePushBody(data="test2", action="predict") hash2, position = queueing.push(request) self.assertEquals(position, 1) status, position = queueing.get_status(hash2) @@ -46,7 +46,7 @@ def test_push_pop_status(self): self.assertEquals(action, "predict") def test_jobs(self): - request = QueuePushRequest(data="test1", action="predict") + request = QueuePushBody(data="test1", action="predict") hash1, _ = queueing.push(request) hash2, position = queueing.push(request) self.assertEquals(position, 1) From befa7bc8a2ae37530338a526d40e58a060e5b248 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Mon, 7 Mar 2022 13:13:17 -0600 Subject: [PATCH 21/81] fixed speech text model --- test/test_external.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test/test_external.py b/test/test_external.py index 6f081f68a036a..98d80a22ab2fe 100644 --- a/test/test_external.py +++ b/test/test_external.py @@ -214,7 +214,7 @@ def test_numerical_to_label_space(self): def test_speech_recognition_model(self): interface_info = gr.external.load_interface( - "models/jonatasgrosman/wav2vec2-large-xlsr-53-english" + "models/facebook/wav2vec2-base-960h" ) io = gr.Interface(**interface_info) io.api_mode = True From 86b6a5bffad42e86856edfba5c907714cbb11d9e Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Mon, 7 Mar 2022 13:25:28 -0600 Subject: [PATCH 22/81] formatting --- gradio/queueing.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/gradio/queueing.py b/gradio/queueing.py index ef5162b0f4b3f..7d3bbf89c0f1a 100644 --- a/gradio/queueing.py +++ b/gradio/queueing.py @@ -9,7 +9,6 @@ from gradio.routes import QueuePushBody - DB_FILE = "gradio_queue.db" @@ -110,8 +109,8 @@ def pop() -> Tuple[int, str, Dict, str]: def push(body: QueuePushBody) -> Tuple[str, int]: - action = body.action - input_data = json.dumps({'data': body.data}) + action = body.action + input_data = json.dumps({"data": body.data}) hash = generate_hash() conn = sqlite3.connect(DB_FILE) c = conn.cursor() From a49ea9ab5cf2a91bd885590b200cb9c13405a3ee Mon Sep 17 00:00:00 2001 From: aliabid94 Date: Mon, 7 Mar 2022 22:03:46 -0600 Subject: [PATCH 23/81] Fixing webcam flip (#774) * frontend fixes * format fix Co-authored-by: Ali Abid --- .../input/DataFrame/DataFrame.svelte | 4 ++-- .../components/input/DataFrame/Example.svelte | 23 +++++++++++++++++++ .../src/components/input/DataFrame/config.ts | 4 +++- .../src/components/input/Image/Image.svelte | 2 ++ .../app/src/components/utils/Webcam.svelte | 7 ------ 5 files changed, 30 insertions(+), 10 deletions(-) create mode 100644 ui/packages/app/src/components/input/DataFrame/Example.svelte diff --git a/ui/packages/app/src/components/input/DataFrame/DataFrame.svelte b/ui/packages/app/src/components/input/DataFrame/DataFrame.svelte index 569990e42981f..d443b10eea711 100644 --- a/ui/packages/app/src/components/input/DataFrame/DataFrame.svelte +++ b/ui/packages/app/src/components/input/DataFrame/DataFrame.svelte @@ -358,12 +358,12 @@ /> {/if} - {value} + {value ?? ""} diff --git a/ui/packages/app/src/components/input/DataFrame/Example.svelte b/ui/packages/app/src/components/input/DataFrame/Example.svelte new file mode 100644 index 0000000000000..84d4431ba2692 --- /dev/null +++ b/ui/packages/app/src/components/input/DataFrame/Example.svelte @@ -0,0 +1,23 @@ + + + + {#each value.slice(0, 3) as row} + + {#each row.slice(0, 3) as cell} + + {/each} + {#if row.length > 3} + + {/if} + + {/each} + {#if value.length > 3} + + {#each Array(Math.min(4, value[0].length)) as _} + + {/each} + + {/if} +
{cell}...
...
diff --git a/ui/packages/app/src/components/input/DataFrame/config.ts b/ui/packages/app/src/components/input/DataFrame/config.ts index 7ec093bda7a16..e744cb04394c6 100644 --- a/ui/packages/app/src/components/input/DataFrame/config.ts +++ b/ui/packages/app/src/components/input/DataFrame/config.ts @@ -1,5 +1,7 @@ import Component from "./DataFrame.svelte"; +import ExampleComponent from "./Example.svelte"; export default { - component: Component + component: Component, + example: ExampleComponent }; diff --git a/ui/packages/app/src/components/input/Image/Image.svelte b/ui/packages/app/src/components/input/Image/Image.svelte index 6f4994a6930e2..0d361796c7e4c 100644 --- a/ui/packages/app/src/components/input/Image/Image.svelte +++ b/ui/packages/app/src/components/input/Image/Image.svelte @@ -85,6 +85,8 @@ {static_src} /> + + {:else} {/if} diff --git a/ui/packages/app/src/components/utils/Webcam.svelte b/ui/packages/app/src/components/utils/Webcam.svelte index 5b5110490b514..17410dde49ff8 100644 --- a/ui/packages/app/src/components/utils/Webcam.svelte +++ b/ui/packages/app/src/components/utils/Webcam.svelte @@ -66,10 +66,3 @@ /> - - From 185e184f4d1acaf95cba9a68612209a2e083876b Mon Sep 17 00:00:00 2001 From: aliabid94 Date: Tue, 8 Mar 2022 00:18:04 -0600 Subject: [PATCH 24/81] More fixes (#788) * frontend fixes * format fix * first commit * more fixes * fixes * updated PyPi version to 2.8.8 * changes Co-authored-by: Ali Abid --- gradio.egg-info/PKG-INFO | 2 +- gradio/version.txt | 2 +- setup.py | 2 +- .../src/components/input/Image/Image.svelte | 6 +- .../src/components/input/Video/Video.svelte | 9 ++ .../app/src/components/utils/Webcam.svelte | 87 +++++++++++++++---- ui/packages/app/src/main.ts | 3 +- 7 files changed, 88 insertions(+), 23 deletions(-) diff --git a/gradio.egg-info/PKG-INFO b/gradio.egg-info/PKG-INFO index f378a4da8b704..1653834058408 100644 --- a/gradio.egg-info/PKG-INFO +++ b/gradio.egg-info/PKG-INFO @@ -1,6 +1,6 @@ Metadata-Version: 2.1 Name: gradio -Version: 2.8.7 +Version: 2.8.8 Summary: Python library for easily interacting with trained machine learning models Home-page: https://github.com/gradio-app/gradio-UI Author: Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq diff --git a/gradio/version.txt b/gradio/version.txt index d45e55c217915..c3e2bd4cc136f 100644 --- a/gradio/version.txt +++ b/gradio/version.txt @@ -1 +1 @@ -2.8.7 \ No newline at end of file +2.8.8 \ No newline at end of file diff --git a/setup.py b/setup.py index 3594c99f5befc..f7e95a95a88c4 100644 --- a/setup.py +++ b/setup.py @@ -5,7 +5,7 @@ setup( name="gradio", - version="2.8.7", + version="2.8.8", include_package_data=True, description="Python library for easily interacting with trained machine learning models", author="Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq", diff --git a/ui/packages/app/src/components/input/Image/Image.svelte b/ui/packages/app/src/components/input/Image/Image.svelte index 0d361796c7e4c..7b2d02f8b3a23 100644 --- a/ui/packages/app/src/components/input/Image/Image.svelte +++ b/ui/packages/app/src/components/input/Image/Image.svelte @@ -66,7 +66,11 @@ {$_("interface.click_to_upload")} {:else if source === "webcam"} - setValue(detail)} {static_src} /> + setValue(detail)} + {static_src} + /> {/if} {:else if tool === "select"} setValue(detail)} /> diff --git a/ui/packages/app/src/components/input/Video/Video.svelte b/ui/packages/app/src/components/input/Video/Video.svelte index 319c71a1fc17d..5f591d0149a30 100644 --- a/ui/packages/app/src/components/input/Video/Video.svelte +++ b/ui/packages/app/src/components/input/Video/Video.svelte @@ -2,6 +2,7 @@ import Upload from "../../utils/Upload.svelte"; import ModifyUpload from "../../utils/ModifyUpload.svelte"; import { prettyBytes, playable } from "../../utils/helpers"; + import Webcam from "../../utils/Webcam.svelte"; import { _ } from "svelte-i18n"; interface Data { @@ -44,6 +45,14 @@
- {$_("interface.or")} -
{$_("interface.click_to_upload")} + {:else if source === "webcam"} + { + setValue(detail); + }} + {static_src} + /> {/if} {:else} setValue(null)} {theme} {static_src} /> diff --git a/ui/packages/app/src/components/utils/Webcam.svelte b/ui/packages/app/src/components/utils/Webcam.svelte index 17410dde49ff8..197d4d2b37c2b 100644 --- a/ui/packages/app/src/components/utils/Webcam.svelte +++ b/ui/packages/app/src/components/utils/Webcam.svelte @@ -2,6 +2,13 @@ import { createEventDispatcher, onMount } from "svelte"; export let static_src: string; + export let mode: "video" | "image"; + + let recording = false; + let recorded_blobs: BlobPart[] = []; + let stream: MediaStream; + let mimeType: string; + let media_recorder: MediaRecorder; let video_source: HTMLVideoElement; let canvas: HTMLCanvasElement; @@ -10,9 +17,9 @@ onMount(() => (canvas = document.createElement("canvas"))); - async function access_webcam() { + async function accessWebcam() { try { - const stream = await navigator.mediaDevices.getUserMedia({ + stream = await navigator.mediaDevices.getUserMedia({ video: true }); video_source.srcObject = stream; @@ -22,13 +29,7 @@ } } - function clearphoto() { - var context = canvas.getContext("2d")!; - context.fillStyle = "#AAA"; - context.fillRect(0, 0, canvas.width, canvas.height); - } - - function takepicture() { + function takePicture() { var context = canvas.getContext("2d")!; if (video_source.videoWidth && video_source.videoHeight) { @@ -47,22 +48,72 @@ } } - access_webcam(); + function takeRecording() { + if (recording) { + media_recorder.stop(); + let video_blob = new Blob(recorded_blobs, { type: mimeType }); + let ReaderObj = new FileReader(); + ReaderObj.onload = function (e) { + if (e.target) { + dispatch("capture", { + data: e.target.result, + name: "sample." + mimeType.substring(6), + is_example: false + }); + } + }; + ReaderObj.readAsDataURL(video_blob); + } else { + recorded_blobs = []; + let validMimeTypes = ["video/webm", "video/mp4"]; + for (let validMimeType of validMimeTypes) { + if (MediaRecorder.isTypeSupported(validMimeType)) { + mimeType = validMimeType; + break; + } + } + if (mimeType === null) { + console.error("No supported MediaRecorder mimeType"); + return; + } + media_recorder = new MediaRecorder(stream, { + mimeType: mimeType + }); + media_recorder.addEventListener("dataavailable", function (e) { + recorded_blobs.push(e.data); + }); + media_recorder.start(200); + } + recording = !recording; + } + + accessWebcam();
+ + diff --git a/ui/packages/app/src/main.ts b/ui/packages/app/src/main.ts index c51de8d57afd0..4ce22b66effc3 100644 --- a/ui/packages/app/src/main.ts +++ b/ui/packages/app/src/main.ts @@ -51,6 +51,7 @@ interface Config { space?: string; detail: string; dark: boolean; + auth_required: boolean; } window.launchGradio = (config: Config, element_query: string) => { @@ -77,7 +78,7 @@ window.launchGradio = (config: Config, element_query: string) => { style.innerHTML = config.css; document.head.appendChild(style); } - if (config.detail === "Not authenticated") { + if (config.detail === "Not authenticated" || config.auth_required) { new Login({ target: target, props: config From 59e54cb17ded900350aa6347d1aff93eeef81a82 Mon Sep 17 00:00:00 2001 From: Omar Sanseviero Date: Tue, 8 Mar 2022 20:09:25 +0100 Subject: [PATCH 25/81] Add Hub integrations Guide (#773) * Add Hub guide * Fix iframe size and snippet * Fix for mobile * Address review suggestions --- guides/using_hugging_face_integrations.md | 161 ++++++++++++++++++++++ 1 file changed, 161 insertions(+) create mode 100644 guides/using_hugging_face_integrations.md diff --git a/guides/using_hugging_face_integrations.md b/guides/using_hugging_face_integrations.md new file mode 100644 index 0000000000000..b53c21047ab4a --- /dev/null +++ b/guides/using_hugging_face_integrations.md @@ -0,0 +1,161 @@ +# Using Hugging Face Integrations + +related_spaces: https://huggingface.co/spaces/osanseviero/helsinki_translation_en_es, https://huggingface.co/spaces/osanseviero/remove-bg-webcam, https://huggingface.co/spaces/mrm8488/GPT-J-6B, https://huggingface.co/spaces/akhaliq/T0pp, https://huggingface.co/spaces/osanseviero/mix_match_gradio +tags: HUB, SPACES, EMBED + +Contributed by Omar Sanseviero 🦙 + +## Introduction + +The Hugging Face Hub is a central platform that has over 30,000 [models](https://huggingface.co/models), 3,000 [datasets](https://huggingface.co/datasets) and 2,000 [demos](https://huggingface.co/spaces), also known as Spaces. From Natural Language Processing to Computer Vision and Speech, the Hub supports multiple domains. Although Hugging Face is famous for its 🤗 transformers library, the Hub also supports dozens of ML libraries, such as PyTorch, TensorFlow, spaCy, and many others. + +Gradio has multiple features that make it extremely easy to leverage existing models and Spaces on the Hub. This guide walks through these features. + +## Using regular inference with `pipeline` + +First, let's build a simple interface that translates text from English to Spanish. Between the over a thousand models shared by the University of Helsinki, there is an [existing model](https://huggingface.co/Helsinki-NLP/opus-mt-en-es), `opus-mt-en-es`, that does precisely this! + +The 🤗 transformers library has a very easy-to-use abstraction, [`pipeline()`](https://huggingface.co/docs/transformers/v4.16.2/en/main_classes/pipelines#transformers.pipeline) that handles most of the complex code to offer a simple API for common tasks. By specifying the task and an (optional) model, you can use an existing model with few lines: + +```python +import gradio as gr + +from transformers import pipeline + +pipe = pipeline("translation", model="Helsinki-NLP/opus-mt-en-es") + +def predict(text): + return pipe(text)[0]["translation_text"] + +iface = gr.Interface( + fn=predict, + inputs='text', + outputs='text', + examples=[["Hello! My name is Omar"]] +) + +iface.launch() +``` + +The previous code produces the following interface, which you can try right here in your browser: + + + +This demo requires installing four libraries: gradio, torch, transformers, and sentencepiece. Apart from that, this is a Gradio with the structure you're used to! The demo is a usual Gradio `Interface` with a prediction function, a specified input, and a specified output. The prediction function executes the `pipeline` function with the given input, retrieves the first (and only) translation result, and returns the `translation_text` field, which you're interested in. + +## Using Hugging Face Inference API + +Hugging Face has a service called the [Inference API](https://huggingface.co/inference-api) which allows you to send HTTP requests to models in the Hub. For transformers-based models, the API can be 2 to 10 times faster than running the inference yourself. The API has a friendly [free tier](https://huggingface.co/pricing). + +Let's try the same demo as above but using the Inference API instead of loading the model yourself. Given a Hugging Face model supported in the Inference API, Gradio can automatically infer the expected input and output and make the underlying server calls, so you don't have to worry about defining the prediction function. Here is what the code would look like! + +```python +import gradio as gr + +iface = gr.Interface.load("huggingface/Helsinki-NLP/opus-mt-en-es", + examples=[["Hello! My name is Omar"]] +) + +iface.launch() +``` + +Let's go over some of the key differences: + +* `Interface.load()` is used instead of the usual `Interface()`. +* `Interface.load()` receives a string with the prefix `huggingface/`, and then the model repository ID. +* Since the input, output and prediction functions are not needed, you only need to modify the UI parts (such as `title`, `description`, and `examples`). +* There is no need to install any dependencies (except Gradio) since you are not loading the model on your computer. + +You might notice that the first inference takes about 20 seconds. This happens since the Inference API is loading the model in the server. You get some benefits afterward: + +* The inference will be much faster. +* The server caches your requests. +* You get built-in automatic scaling. + +## Hosting your Gradio demos + + +[Hugging Face Spaces](hf.co/spaces) allows anyone to host their Gradio demos freely. The community shares oven 2,000 Spaces. Uploading your Gradio demos take a couple of minutes. You can head to [hf.co/new-space](https://huggingface.co/new-space), select the Gradio SDK, create an `app.py` file, and voila! You have a demo you can share with anyone else. + +## Building demos based on other demos + +You can use the existing Spaces to tweak the UI or combine multiple demos. Let's find how to do this! First, let's take a look at an existing demo that does background removal. + +This is a Gradio demo [already shared](https://huggingface.co/spaces/eugenesiow/remove-bg) by a community member. You can load an existing demo using `Interface` in a syntax similar to how it's done for the Inference API. It just takes two lines of code and with the prefix `spaces`. + +```python +import gradio as gr + +gr.Interface.load("spaces/eugenesiow/remove-bg").launch() +``` + +The code snippet above will load the same interface as the corresponding Space demo. + + + + +You can change UI elements, such as the title or theme, but also change the expected type. The previous Space expected users to upload images. What if you would like users to have their webcam and remove the background from there? You can load the Space but change the source of input as follows: + +```python +import gradio as gr + +gr.Interface.load( + "spaces/eugenesiow/remove-bg", + inputs=[gr.inputs.Image(label="Input Image", source="webcam")] +).launch() +``` + +The code above generates the following demo. + + + +As you can see, the demo looks the same, but it uses a webcam input instead of user-uploaded images. + +## Using multiple Spaces + +Sometimes a single model inference will not be enough: you might want to call multiple models by piping them (using the output of model A as the input of model B). `Series` can achieve this. Other times, you might want to run two models in parallel to compare them. `Parallel` can do this! + +Let's combine the notion of running things in parallel with the Spaces integration. The [GPT-J-6B](https://huggingface.co/spaces/mrm8488/GPT-J-6B) Space demos a model that generates text using a model called GPT-J. The [T0pp](https://huggingface.co/spaces/akhaliq/T0pp) Space demos another generative model called T0pp. Let's see how to combine both into one. + +```python +import gradio as gr + +iface1 = gr.Interface.load("spaces/mrm8488/GPT-J-6B") +iface2 = gr.Interface.load("spaces/akhaliq/T0pp") + +iface3 = gr.mix.Parallel( + iface1, iface2, + examples = [ + ['Which country will win the 2002 World Cup?'], + ["A is the son's of B's uncle. What is the family relationship between A and B?"], + ["In 2030, "], + ]) + +iface3.launch() +``` + +`iface1` and `iface2` are loading existing Spaces. Then, with `Parallel`, you can run the interfaces parallelly. When you click submit, you will get the output for both interfaces. This is how the demo looks like: + + + +Although both models are generative, you can see that the way both models behave is very different. That's a powerful application of `Parallel`! + +## Embedding your Space demo on other websites + +Throughout this guide, you've seen there are Gradio demos embedded. You can also do this on own website! The first step is to create a Space with the demo you want to showcase. You can embed it in your HTML code, as shown in the following self-contained example. + +```bash +<iframe src="https://hf.space/gradioiframe/osanseviero/mix_match_gradio/+" frameBorder="0" height="450" title="Gradio app" class="container p-0 flex-grow space-iframe" allow="accelerometer; ambient-light-sensor; autoplay; battery; camera; document-domain; encrypted-media; fullscreen; geolocation; gyroscope; layout-animations; legacy-image-formats; magnetometer; microphone; midi; oversized-images; payment; picture-in-picture; publickey-credentials-get; sync-xhr; usb; vr ; wake-lock; xr-spatial-tracking" sandbox="allow-forms allow-modals allow-popups allow-popups-to-escape-sandbox allow-same-origin allow-scripts allow-downloads"></iframe> +``` + +## Recap + +That's it! Let's recap what you can do: + +1. Host your Gradio demos in Spaces. +2. Use the Inference API to build demos in two lines of code. +3. Load existing Spaces and modify them. +4. Combine multiple Spaces by running them sequentially or parallelly. +5. Embed your Space demo directly on a website. + +🤗 \ No newline at end of file From 972080a6815664878f9abb7d7ea8595b0cf02d05 Mon Sep 17 00:00:00 2001 From: Ali Abdalla Date: Wed, 9 Mar 2022 00:05:29 +0200 Subject: [PATCH 26/81] Guides stylistic changes (#792) * moved related_spaces positioning * ordered lists styling --- website/homepage/render_html.py | 10 +++++++++- website/homepage/src/guides_template.html | 13 ++++++++++++- 2 files changed, 21 insertions(+), 2 deletions(-) diff --git a/website/homepage/render_html.py b/website/homepage/render_html.py index 4032c4a448556..5f3da94dc2970 100644 --- a/website/homepage/render_html.py +++ b/website/homepage/render_html.py @@ -73,13 +73,19 @@ def render_index(): spaces = None if "related_spaces: " in guide_content: spaces = guide_content.split("related_spaces: ")[1].split("\n")[0].split(", ") + title = guide_content.split("\n")[0] + contributor = None + if "Contributed by " in guide_content: + contributor = guide_content.split("Contributed by ")[1].split("\n")[0] + url = f"https://gradio.app/{guide_name}/" guide_content = "\n".join( [ line for line in guide_content.split("\n") - if not (line.startswith("tags: ") or line.startswith("related_spaces: ")) + if not (line.startswith("tags: ") or line.startswith("related_spaces: ") or + line.startswith("Contributed by ") or line == title) ] ) @@ -91,6 +97,7 @@ def render_index(): "tags": tags, "spaces": spaces, "url": url, + "contributor": contributor } ) @@ -188,6 +195,7 @@ def render_guides(): guide_name=guide["name"], spaces=guide["spaces"], tags=guide["tags"], + contributor=guide["contributor"], **GRADIO_ASSETS, ) generated_template.write(output_html) diff --git a/website/homepage/src/guides_template.html b/website/homepage/src/guides_template.html index ac956d1bcf3da..ba5d8448bf9dd 100644 --- a/website/homepage/src/guides_template.html +++ b/website/homepage/src/guides_template.html @@ -83,6 +83,10 @@ visibility: visible; } + ol { + list-style: auto; + padding-inline-start: 40px; + } From a1bc9378a051591de9c272d3e1ba7b09f64782c3 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Tue, 8 Mar 2022 19:45:25 -0600 Subject: [PATCH 28/81] fixed predict body issue --- gradio/blocks.py | 7 ++++--- gradio/routes.py | 1 + 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/gradio/blocks.py b/gradio/blocks.py index ad87aacd09f4b..ddb8424f55d91 100644 --- a/gradio/blocks.py +++ b/gradio/blocks.py @@ -3,6 +3,7 @@ from gradio import utils from gradio.context import Context from gradio.launchable import Launchable +from gradio.routes import PredictBody class Block: @@ -81,9 +82,9 @@ def __init__(self, theme="default"): self.fns = [] self.dependencies = [] - def process_api(self, data: Dict[str, Any], username: str = None) -> Dict[str, Any]: - raw_input = data["data"] - fn_index = data["fn_index"] + def process_api(self, data: PredictBody, username: str = None) -> Dict[str, Any]: + raw_input = data.data + fn_index = data.fn_index fn = self.fns[fn_index] dependency = self.dependencies[fn_index] diff --git a/gradio/routes.py b/gradio/routes.py index 159ecfa726d81..36385ce4e1922 100644 --- a/gradio/routes.py +++ b/gradio/routes.py @@ -71,6 +71,7 @@ class PredictBody(BaseModel): example_id: Optional[int] data: List[Any] state: Optional[Any] + fn_index: Optional[int] class FlagData(BaseModel): From ccaf5e1f04104360e7c4fb0450daf08f855e3f8f Mon Sep 17 00:00:00 2001 From: Ali Abdalla Date: Wed, 9 Mar 2022 03:48:35 +0200 Subject: [PATCH 29/81] add getting started to guides_main (#794) --- website/homepage/src/guides_main_template.html | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/website/homepage/src/guides_main_template.html b/website/homepage/src/guides_main_template.html index 1aa96dcff3372..ea34808374355 100644 --- a/website/homepage/src/guides_main_template.html +++ b/website/homepage/src/guides_main_template.html @@ -122,6 +122,18 @@

Guides.
+ + +
+

Getting Started +

+
+
+
+ + + {% for guide in guides %}
Date: Wed, 9 Mar 2022 09:56:33 -0600 Subject: [PATCH 31/81] Update codecov.yml --- codecov.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/codecov.yml b/codecov.yml index ea03bb6cf92be..f6f503dee9e2d 100644 --- a/codecov.yml +++ b/codecov.yml @@ -12,7 +12,7 @@ coverage: threshold: 0.1 patch: default: - target: 50% # new contributions should have a coverage at least equal to 50% + target: 0% # new contributions sometimes consist of code that does not need to be tested comment: false codecov: From 973bf8ac7d39c4847d83f6c099f0112caf8773e2 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Wed, 9 Mar 2022 09:58:34 -0600 Subject: [PATCH 32/81] Update codecov.yml --- codecov.yml | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/codecov.yml b/codecov.yml index f6f503dee9e2d..381bb1a275c85 100644 --- a/codecov.yml +++ b/codecov.yml @@ -10,9 +10,7 @@ coverage: - "gradio/" target: 80% threshold: 0.1 - patch: - default: - target: 0% # new contributions sometimes consist of code that does not need to be tested + patch: off comment: false codecov: From f90ab24a72d89b2bf6fbc44852a8dec88b19fb28 Mon Sep 17 00:00:00 2001 From: Ali Abdalla Date: Thu, 10 Mar 2022 06:33:18 +0200 Subject: [PATCH 33/81] API Docs Fixes (#787) * fix examples format * add related methods * black formatting * added copy button with styling * upgraded black locally and reformatted * add inline comments to related methods * added syntax highlighting * fix examples bug with directories * expanded to audio, video, and file --- gradio/routes.py | 9 +- gradio/templates/api_docs.html | 159 +++++++++++++++++++++++++++++---- 2 files changed, 150 insertions(+), 18 deletions(-) diff --git a/gradio/routes.py b/gradio/routes.py index 36385ce4e1922..e7b3828b4e2d8 100644 --- a/gradio/routes.py +++ b/gradio/routes.py @@ -223,8 +223,13 @@ def api_docs(request: Request): output_types_doc, output_types = get_types(outputs, "output") input_names = [type(inp).__name__ for inp in app.launchable.input_components] output_names = [type(out).__name__ for out in app.launchable.output_components] - if app.launchable.examples is not None: - sample_inputs = app.launchable.examples[0] + if isinstance(app.launchable.examples, list): + example = app.launchable.examples[0] + sample_inputs = [] + for index, example_input in enumerate(example): + sample_inputs.append( + app.launchable.input_components[index].preprocess_example(example_input) + ) else: sample_inputs = [ inp.generate_sample() for inp in app.launchable.input_components diff --git a/gradio/templates/api_docs.html b/gradio/templates/api_docs.html index 8a79e754b0547..d850733816f75 100644 --- a/gradio/templates/api_docs.html +++ b/gradio/templates/api_docs.html @@ -22,6 +22,8 @@ + + @@ -286,23 +318,31 @@

Output(s): [{%for i in range(0, len_outputs)%}

Payload:

-
+
+

  {

    "data": [{%for i in range(0, len_inputs)%} {{ input_types[i] }}{% if i != len_inputs - 1 %} ,{% endif %}{%endfor%} ]

  }

+
+
{% if auth is not none %}

Note: This interface requires authentication. This means you will have to first post to the login api before you can post to the predict endpoint. See below for more info

{% endif %}

Response:

-
+
+

  {

    "data": [{%for i in range(0, len_outputs)%} {{ output_types[i] }}{% if i != len_outputs - 1 %} ,{% endif %}{%endfor%} ],

    "durations": [ float ], # the time taken for the prediction to complete

    "avg_durations": [ float ] # the average time taken for all predictions so far (used to estimate the runtime)

  }

+
+

Try it (live demo):

@@ -325,16 +365,9 @@

Try it (live demo):

-
- {% if auth is not none %} - - - - - - - - +
+
+ {% if auth is not none %}

import requests


sess = requests.session()

@@ -363,11 +396,15 @@

Try it (live demo):

r.json()

{% endif %} +
+
-
+
+
{% if auth is not none %}

curl -X POST -F 'username=USERNAME' -F 'password=PASSWORD'  -c cookies.txt

@@ -386,10 +423,14 @@

Try it (live demo):

{% endif %}
- + +
+
-
+
+
{% if auth is not none %}

// Will only work locally.


@@ -415,6 +456,9 @@

Try it (live demo):

console.log(json_response) })

{% endif %} +
+
@@ -437,11 +481,20 @@

Try it (live demo):

  }

+ + +
- + + \ No newline at end of file From 069556192570d280f03ce74c4e2842326566b6b3 Mon Sep 17 00:00:00 2001 From: aliabid94 Date: Thu, 10 Mar 2022 10:28:02 -0800 Subject: [PATCH 34/81] fix audio output cache (#804) * fix audio output cache * changes * version update Co-authored-by: Ali Abid Former-commit-id: fab4a311b07b32ff21b020322dce9143b9e506fa --- .../deepspeech-0.8.2-models.pbmm.REMOVED.git-id | 1 + gradio.egg-info/PKG-INFO | 2 +- gradio/version.txt | 2 +- setup.py | 2 +- .../app/src/components/output/Audio/Audio.svelte | 9 +++++---- website/homepage/render_html.py | 10 +++++++--- 6 files changed, 16 insertions(+), 10 deletions(-) create mode 100644 demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id diff --git a/demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id b/demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id new file mode 100644 index 0000000000000..618ed239b667f --- /dev/null +++ b/demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id @@ -0,0 +1 @@ +e2b50f155e80047b405aa9fa0d23124672247b45 \ No newline at end of file diff --git a/gradio.egg-info/PKG-INFO b/gradio.egg-info/PKG-INFO index f84eaa1b58c98..b321f15c35955 100644 --- a/gradio.egg-info/PKG-INFO +++ b/gradio.egg-info/PKG-INFO @@ -1,6 +1,6 @@ Metadata-Version: 2.1 Name: gradio -Version: 2.8.9 +Version: 2.8.10 Summary: Python library for easily interacting with trained machine learning models Home-page: https://github.com/gradio-app/gradio-UI Author: Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq diff --git a/gradio/version.txt b/gradio/version.txt index 0d367c86f25c2..39e84545782b0 100644 --- a/gradio/version.txt +++ b/gradio/version.txt @@ -1 +1 @@ -2.8.9 \ No newline at end of file +2.8.10 \ No newline at end of file diff --git a/setup.py b/setup.py index 7d99287ba6521..2aeb42c4b1bc3 100644 --- a/setup.py +++ b/setup.py @@ -5,7 +5,7 @@ setup( name="gradio", - version="2.8.9", + version="2.8.10", include_package_data=True, description="Python library for easily interacting with trained machine learning models", author="Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq", diff --git a/ui/packages/app/src/components/output/Audio/Audio.svelte b/ui/packages/app/src/components/output/Audio/Audio.svelte index 3e88e75a31031..c0aa6dd9f972c 100644 --- a/ui/packages/app/src/components/output/Audio/Audio.svelte +++ b/ui/packages/app/src/components/output/Audio/Audio.svelte @@ -1,11 +1,12 @@ -

Guides.
- - -
-

Getting Started -

-
-
-
- - - {% for guide in guides %}
Getting Started

{{ guide.pretty_name }}

+ {% if guide.tags is not none %}

{% for tag in guide.tags %} {{ tag }}{% if not loop.last %}, {% endif %} {% endfor %}

+ {% endif %}
@@ -232,7 +222,7 @@

{{ guide.pretty_name }} if (txtValue.toUpperCase().indexOf(filter) > -1 || guideContent.toUpperCase().indexOf(filter) > -1) { a[{{ loop.index - 1}}].style.display = ""; } else { - a[{{ loop.index - 1 }}].style.display = "none"; + a[{{ loop.index - 1}}].style.display = "none"; counter++; } {% endfor %} From 9a41f1b5c1b2e4ce49362bba6c819d550e411002 Mon Sep 17 00:00:00 2001 From: Julien Chaumond Date: Fri, 11 Mar 2022 11:28:47 -0500 Subject: [PATCH 37/81] Update getting_started.md (#808) Former-commit-id: 79505ba76df9e99311684d06c1c5ff6e91026c87 --- guides/getting_started.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/guides/getting_started.md b/guides/getting_started.md index 63d6385e49c97..f4a34cc6ce1d5 100644 --- a/guides/getting_started.md +++ b/guides/getting_started.md @@ -161,7 +161,7 @@ Share links expire after 72 hours. For permanent hosting, see Hosting Gradio App ### Hosting Gradio Apps on Spaces -Huggingface provides the infrastructure to permanently host your Gradio model on the internet, for free! You can either drag and drop a folder containing your Gradio model and all related files, or you can point HF Spaces to your Git repository and HP Spaces will pull the Gradio interface from there. See [Huggingface Spaces](http://huggingface.co/spaces/) for more information. +Huggingface provides the infrastructure to permanently host your Gradio model on the internet, for free! You can either drag and drop a folder containing your Gradio model and all related files, or you can point HF Spaces to your Git repository and HF Spaces will pull the Gradio interface from there. See [Huggingface Spaces](http://huggingface.co/spaces/) for more information. ![Hosting Demo](/assets/img/hf_demo.gif) From 9ba043673e5ba6f935fe4f83aae9a79cf98538f9 Mon Sep 17 00:00:00 2001 From: Julien Chaumond Date: Fri, 11 Mar 2022 17:01:03 -0500 Subject: [PATCH 38/81] Fix type of server returned by `Launchable` (#810) * `Launchable` returns a FastAPI now * Update .gitignore Former-commit-id: ab67ce3dee572c380465145f3cd6873f7232c14f [formerly ab67ce3dee572c380465145f3cd6873f7232c14f [formerly ab67ce3dee572c380465145f3cd6873f7232c14f [formerly 94fac2e3df9f971f9dc7ae941447e600a6ae58d6]]] Former-commit-id: 8f3286222adedac2cab99e7b49375ec0e05c032b Former-commit-id: 03286cf5231b06b024a00b03ca63d01def19df24 Former-commit-id: 29e5bfb5838c2840addd8c6d8f7b82b9fb23c5c0 --- .gitignore | 1 + gradio/interface.py | 1 - gradio/launchable.py | 6 +++--- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/.gitignore b/.gitignore index 87fca09af6f68..a672381e205c4 100644 --- a/.gitignore +++ b/.gitignore @@ -38,6 +38,7 @@ demo/files/*.mp4 *.bak workspace.code-workspace *.h5 +.vscode/ # log files .pnpm-debug.log \ No newline at end of file diff --git a/gradio/interface.py b/gradio/interface.py index 8891f52ee7f6c..ab12ee21d668a 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -31,7 +31,6 @@ from gradio.routes import PredictBody if TYPE_CHECKING: # Only import for type checking (is False at runtime). - import flask import transformers diff --git a/gradio/launchable.py b/gradio/launchable.py index c10ff5f217d13..dc63e8ff93430 100644 --- a/gradio/launchable.py +++ b/gradio/launchable.py @@ -11,7 +11,7 @@ from gradio.process_examples import cache_interface_examples if TYPE_CHECKING: # Only import for type checking (is False at runtime). - import flask + import fastapi class Launchable: @@ -42,7 +42,7 @@ def launch( ssl_keyfile: Optional[str] = None, ssl_certfile: Optional[str] = None, ssl_keyfile_password: Optional[str] = None, - ) -> Tuple[flask.Flask, str, str]: + ) -> Tuple[fastapi.FastAPI, str, str]: """ Launches the webserver that serves the UI for the interface. Parameters: @@ -68,7 +68,7 @@ def launch( ssl_certfile (str): If a path to a file is provided, will use this as the signed certificate for https. Needs to be provided if ssl_keyfile is provided. ssl_keyfile_password (str): If a password is provided, will use this with the ssl certificate for https. Returns: - app (flask.Flask): Flask app object + app (fastapi.FastAPI): FastAPI app object path_to_local_server (str): Locally accessible link share_url (str): Publicly accessible link (if share=True) """ From ab67ce3dee572c380465145f3cd6873f7232c14f Mon Sep 17 00:00:00 2001 From: Julien Chaumond Date: Fri, 11 Mar 2022 17:01:03 -0500 Subject: [PATCH 39/81] Fix type of server returned by `Launchable` (#810) * `Launchable` returns a FastAPI now * Update .gitignore Former-commit-id: 94fac2e3df9f971f9dc7ae941447e600a6ae58d6 --- .gitignore | 1 + gradio/interface.py | 1 - gradio/launchable.py | 6 +++--- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/.gitignore b/.gitignore index 87fca09af6f68..a672381e205c4 100644 --- a/.gitignore +++ b/.gitignore @@ -38,6 +38,7 @@ demo/files/*.mp4 *.bak workspace.code-workspace *.h5 +.vscode/ # log files .pnpm-debug.log \ No newline at end of file diff --git a/gradio/interface.py b/gradio/interface.py index 8891f52ee7f6c..ab12ee21d668a 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -31,7 +31,6 @@ from gradio.routes import PredictBody if TYPE_CHECKING: # Only import for type checking (is False at runtime). - import flask import transformers diff --git a/gradio/launchable.py b/gradio/launchable.py index c10ff5f217d13..dc63e8ff93430 100644 --- a/gradio/launchable.py +++ b/gradio/launchable.py @@ -11,7 +11,7 @@ from gradio.process_examples import cache_interface_examples if TYPE_CHECKING: # Only import for type checking (is False at runtime). - import flask + import fastapi class Launchable: @@ -42,7 +42,7 @@ def launch( ssl_keyfile: Optional[str] = None, ssl_certfile: Optional[str] = None, ssl_keyfile_password: Optional[str] = None, - ) -> Tuple[flask.Flask, str, str]: + ) -> Tuple[fastapi.FastAPI, str, str]: """ Launches the webserver that serves the UI for the interface. Parameters: @@ -68,7 +68,7 @@ def launch( ssl_certfile (str): If a path to a file is provided, will use this as the signed certificate for https. Needs to be provided if ssl_keyfile is provided. ssl_keyfile_password (str): If a password is provided, will use this with the ssl certificate for https. Returns: - app (flask.Flask): Flask app object + app (fastapi.FastAPI): FastAPI app object path_to_local_server (str): Locally accessible link share_url (str): Publicly accessible link (if share=True) """ From 9e7bbd45f98d7b7db20ff91521fb6531788f2ffd Mon Sep 17 00:00:00 2001 From: Ali Abid Date: Fri, 11 Mar 2022 14:23:36 -0800 Subject: [PATCH 40/81] first commit Former-commit-id: ffb51ad1a52fcadf2cf9647c7c56e500ba0049c7 --- gradio/blocks.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/gradio/blocks.py b/gradio/blocks.py index ddb8424f55d91..a553439cccc9b 100644 --- a/gradio/blocks.py +++ b/gradio/blocks.py @@ -7,8 +7,9 @@ class Block: - def __init__(self): + def __init__(self, css=None): self._id = Context.id + self.css = css Context.id += 1 if Context.block is not None: Context.block.children.append(self) From 15f4993c6a7e76ce9f3de8456c774e0c66ceefd3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=C3=96mer=20Faruk=20=C3=96zdemir?= Date: Sat, 12 Mar 2022 06:30:40 +0300 Subject: [PATCH 41/81] Clean-History - Remove 51MB file with this commit Former-commit-id: 84ca1ff631a92efc8c0cfd485aa27e5b143688fc Former-commit-id: 29ced6247fda1d97de2fa5119a70e476784746ee Former-commit-id: 9d52c1274a5e895a62d3a52964a986574c096d98 --- demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id | 1 - 1 file changed, 1 deletion(-) delete mode 100644 demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id diff --git a/demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id b/demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id deleted file mode 100644 index 618ed239b667f..0000000000000 --- a/demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id +++ /dev/null @@ -1 +0,0 @@ -e2b50f155e80047b405aa9fa0d23124672247b45 \ No newline at end of file From 53d54e1510f1890ae81c56b4b2b481941a44fd35 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=C3=96mer=20Faruk=20=C3=96zdemir?= Date: Mon, 14 Mar 2022 13:32:36 +0300 Subject: [PATCH 42/81] Add a missing line to getting started (#816) Former-commit-id: 81e271ca22e838e1ee618d48cdb0e904fd233cf3 [formerly 81e271ca22e838e1ee618d48cdb0e904fd233cf3 [formerly 81e271ca22e838e1ee618d48cdb0e904fd233cf3 [formerly 81e271ca22e838e1ee618d48cdb0e904fd233cf3 [formerly 81e271ca22e838e1ee618d48cdb0e904fd233cf3 [formerly 96f203108bf1222fe333a0175687293abdc669d7]]]]] Former-commit-id: eaff13262853078e0c6c0baa54c731d9e56bc73f Former-commit-id: b5112c3f425c0ea961461854efae9c28a73aea01 Former-commit-id: bce6f9c4c5254301eb73e76eb47cddab3e132c24 Former-commit-id: feba0888e3d488b82a3518343f607517d0836f13 Former-commit-id: 896b381e95be9051767bcac280d090cd53bab88e --- guides/getting_started.md | 1 + 1 file changed, 1 insertion(+) diff --git a/guides/getting_started.md b/guides/getting_started.md index f4a34cc6ce1d5..13a267a8262e3 100644 --- a/guides/getting_started.md +++ b/guides/getting_started.md @@ -37,6 +37,7 @@ With these three arguments, we can quickly create interfaces and `launch()` th Let's say we want to customize the input text field - for example, we wanted it to be larger and have a text hint. If we use the actual input class for `Textbox` instead of using the string shortcut, we have access to much more customizability. To see a list of all the components we support and how you can customize them, check out the [Docs](https://gradio.app/docs). **Sidenote**: `Interface.launch()` method returns 3 values: + 1. `app`, which is the FastAPI application that is powering the Gradio demo 2. `local_url`, which is the local address of the server 3. `share_url`, which is the public address for this demo (it is generated if `share=True` more [on this later](https://gradio.app/getting_started/#sharing-interfaces-publicly)) From 81e271ca22e838e1ee618d48cdb0e904fd233cf3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=C3=96mer=20Faruk=20=C3=96zdemir?= Date: Mon, 14 Mar 2022 13:32:36 +0300 Subject: [PATCH 43/81] Add a missing line to getting started (#816) Former-commit-id: 96f203108bf1222fe333a0175687293abdc669d7 --- guides/getting_started.md | 1 + 1 file changed, 1 insertion(+) diff --git a/guides/getting_started.md b/guides/getting_started.md index f4a34cc6ce1d5..13a267a8262e3 100644 --- a/guides/getting_started.md +++ b/guides/getting_started.md @@ -37,6 +37,7 @@ With these three arguments, we can quickly create interfaces and `launch()` th Let's say we want to customize the input text field - for example, we wanted it to be larger and have a text hint. If we use the actual input class for `Textbox` instead of using the string shortcut, we have access to much more customizability. To see a list of all the components we support and how you can customize them, check out the [Docs](https://gradio.app/docs). **Sidenote**: `Interface.launch()` method returns 3 values: + 1. `app`, which is the FastAPI application that is powering the Gradio demo 2. `local_url`, which is the local address of the server 3. `share_url`, which is the public address for this demo (it is generated if `share=True` more [on this later](https://gradio.app/getting_started/#sharing-interfaces-publicly)) From a415e5abc8f98e22ec95726bb2485e2277a2d3f0 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Mon, 14 Mar 2022 09:36:51 -0500 Subject: [PATCH 44/81] sanitize flagging inputs before writing to csv Former-commit-id: f2d9f808c79abec7f2c8ff4a94b17a9b1cdd5651 --- gradio/flagging.py | 22 +++++++++++----------- gradio/utils.py | 35 ++++++++++++++++++++++++++++++++++- test/test_utils.py | 20 ++++++++++++++++++++ 3 files changed, 65 insertions(+), 12 deletions(-) diff --git a/gradio/flagging.py b/gradio/flagging.py index f34bc3ee5b1f6..89534973c9210 100644 --- a/gradio/flagging.py +++ b/gradio/flagging.py @@ -9,7 +9,7 @@ from typing import Any, List, Optional import gradio as gr -from gradio import encryptor +from gradio import encryptor, utils class FlaggingCallback(ABC): @@ -99,7 +99,7 @@ def flag( with open(log_filepath, "a", newline="") as csvfile: writer = csv.writer(csvfile) - writer.writerow(csv_data) + writer.writerow(utils.santize_for_csv(csv_data)) with open(log_filepath, "r") as csvfile: line_count = len([None for row in csv.reader(csvfile)]) - 1 @@ -186,7 +186,7 @@ def replace_flag_at_index(file_content): content[flag_index][flag_col_index] = flag_option output = io.StringIO() writer = csv.writer(output) - writer.writerows(content) + writer.writerows(utils.santize_for_csv(content)) return output.getvalue() if interface.encrypt: @@ -200,25 +200,25 @@ def replace_flag_at_index(file_content): file_content = decrypted_csv.decode() if flag_index is not None: file_content = replace_flag_at_index(file_content) - output.write(file_content) + output.write(utils.santize_for_csv(file_content)) writer = csv.writer(output) if flag_index is None: if is_new: writer.writerow(headers) writer.writerow(csv_data) with open(log_fp, "wb") as csvfile: - csvfile.write( + csvfile.write(utils.santize_for_csv( encryptor.encrypt( interface.encryption_key, output.getvalue().encode() - ) + )) ) else: if flag_index is None: with open(log_fp, "a", newline="") as csvfile: writer = csv.writer(csvfile) if is_new: - writer.writerow(headers) - writer.writerow(csv_data) + writer.writerow(utils.santize_for_csv(headers)) + writer.writerow(utils.santize_for_csv(csv_data)) else: with open(log_fp) as csvfile: file_content = csvfile.read() @@ -226,7 +226,7 @@ def replace_flag_at_index(file_content): with open( log_fp, "w", newline="" ) as csvfile: # newline parameter needed for Windows - csvfile.write(file_content) + csvfile.write(utils.santize_for_csv(file_content)) with open(log_fp, "r") as csvfile: line_count = len([None for row in csv.reader(csvfile)]) - 1 return line_count @@ -368,7 +368,7 @@ def flag( "_type": "Value", } - writer.writerow(headers) + writer.writerow(utils.santize_for_csv(headers)) # Generate the row corresponding to the flagged sample csv_data = [] @@ -403,7 +403,7 @@ def flag( if flag_option is not None: csv_data.append(flag_option) - writer.writerow(csv_data) + writer.writerow(utils.santize_for_csv(csv_data)) if is_new: json.dump(infos, open(self.infos_file, "w")) diff --git a/gradio/utils.py b/gradio/utils.py index 03784ba6ea75a..ef4ff3c2e9802 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -2,6 +2,7 @@ from __future__ import annotations +import copy import csv import inspect import json @@ -10,7 +11,7 @@ import random import warnings from distutils.version import StrictVersion -from typing import TYPE_CHECKING, Any, Callable, Dict +from typing import TYPE_CHECKING, Any, Callable, Dict, List import aiohttp import analytics @@ -286,3 +287,35 @@ def get_default_args(func: Callable) -> Dict[str, Any]: v.default if v.default is not inspect.Parameter.empty else None for v in signature.parameters.values() ] + + +def santize_for_csv(data: str | List[str] | List[List[str]]): + """ Sanitizes data so that it can be safely written to a CSV file. """ + def sanitize(item): + return "'" + item + + unsafe_prefixes = ("+", "=", "-", "@") + + if isinstance(data, str): + if data.startswith(unsafe_prefixes): + warnings.warn("Sanitizing flagged data by escaping cell contents") + return sanitize(data) + return data + elif isinstance(data, list) and isinstance(data[0], str): + sanitized_data = copy.deepcopy(data) + for i, item in enumerate(data): + if item.startswith(unsafe_prefixes): + warnings.warn("Sanitizing flagged data by escaping cell contents") + sanitized_data[i] = sanitize(item) + return sanitized_data + elif isinstance(data[0], list) and isinstance(data[0][0], str): + sanitized_data = copy.deepcopy(data) + for s, sublist in enumerate(data): + for i, item in enumerate(sublist): + if item.startswith(unsafe_prefixes): + warnings.warn("Sanitizing flagged data by escaping cell contents") + sanitized_data[s][i] = sanitize(item) + return sanitized_data + else: + raise ValueError("Unsupported data type: " + str(type(data))) + diff --git a/test/test_utils.py b/test/test_utils.py index 4f17a68a14b6d..75476360ddf28 100644 --- a/test/test_utils.py +++ b/test/test_utils.py @@ -16,6 +16,7 @@ launch_analytics, readme_to_html, version_check, + santize_for_csv, ) os.environ["GRADIO_ANALYTICS_ENABLED"] = "False" @@ -116,5 +117,24 @@ def test_get_ip_without_internet(self, mock_get): self.assertEqual(ip, "No internet connection") +class TestSanitizeForCSV(unittest.TestCase): + def test_safe(self): + safe_data = santize_for_csv("abc") + self.assertEquals(safe_data, "abc") + safe_data = santize_for_csv(["def"]) + self.assertEquals(safe_data, ["def"]) + safe_data = santize_for_csv([["abc"]]) + self.assertEquals(safe_data, [["abc"]]) + + def test_unsafe(self): + safe_data = santize_for_csv("=abc") + self.assertEquals(safe_data, "'=abc") + safe_data = santize_for_csv(["abc", "+abc"]) + self.assertEquals(safe_data, ["abc", "'+abc"]) + safe_data = santize_for_csv([["abc", "=abc"]]) + self.assertEquals(safe_data, [["abc", "'=abc"]]) + + + if __name__ == "__main__": unittest.main() From 2a7757ee7e061a15662d1064b5ff9ef6cfe97150 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Mon, 14 Mar 2022 09:37:30 -0500 Subject: [PATCH 45/81] formatting Former-commit-id: b78188d885230fd4ad617ee7288e840aa6dea321 --- gradio/flagging.py | 10 ++++++---- gradio/utils.py | 8 ++++---- test/test_utils.py | 3 +-- 3 files changed, 11 insertions(+), 10 deletions(-) diff --git a/gradio/flagging.py b/gradio/flagging.py index 89534973c9210..2cf6ceb143249 100644 --- a/gradio/flagging.py +++ b/gradio/flagging.py @@ -207,10 +207,12 @@ def replace_flag_at_index(file_content): writer.writerow(headers) writer.writerow(csv_data) with open(log_fp, "wb") as csvfile: - csvfile.write(utils.santize_for_csv( - encryptor.encrypt( - interface.encryption_key, output.getvalue().encode() - )) + csvfile.write( + utils.santize_for_csv( + encryptor.encrypt( + interface.encryption_key, output.getvalue().encode() + ) + ) ) else: if flag_index is None: diff --git a/gradio/utils.py b/gradio/utils.py index ef4ff3c2e9802..ef6b083729837 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -290,12 +290,13 @@ def get_default_args(func: Callable) -> Dict[str, Any]: def santize_for_csv(data: str | List[str] | List[List[str]]): - """ Sanitizes data so that it can be safely written to a CSV file. """ + """Sanitizes data so that it can be safely written to a CSV file.""" + def sanitize(item): return "'" + item - + unsafe_prefixes = ("+", "=", "-", "@") - + if isinstance(data, str): if data.startswith(unsafe_prefixes): warnings.warn("Sanitizing flagged data by escaping cell contents") @@ -318,4 +319,3 @@ def sanitize(item): return sanitized_data else: raise ValueError("Unsupported data type: " + str(type(data))) - diff --git a/test/test_utils.py b/test/test_utils.py index 75476360ddf28..eed645df62e03 100644 --- a/test/test_utils.py +++ b/test/test_utils.py @@ -15,8 +15,8 @@ json, launch_analytics, readme_to_html, - version_check, santize_for_csv, + version_check, ) os.environ["GRADIO_ANALYTICS_ENABLED"] = "False" @@ -135,6 +135,5 @@ def test_unsafe(self): self.assertEquals(safe_data, [["abc", "'=abc"]]) - if __name__ == "__main__": unittest.main() From 5f907e4235058bf46fa85f27b9df876d54690fc3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=C3=96mer=20Faruk=20=C3=96zdemir?= Date: Mon, 14 Mar 2022 19:35:37 +0300 Subject: [PATCH 46/81] Clean-History - Remove 51MB file with this commit Former-commit-id: 34b6a2325d613eeef622410f2d1ff3d869d3133c Former-commit-id: dd700c33cca3f560621219530444b631b7767392 Former-commit-id: 0d80e6a056abad1c4d1fd6f162eb725e0db5fb4f Former-commit-id: 20523b05194438209cf64cb688008b4599eb847e Former-commit-id: 5712245060f2a1d6358641f7cf010f976a674d54 --- demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id | 1 - 1 file changed, 1 deletion(-) delete mode 100644 demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id diff --git a/demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id b/demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id deleted file mode 100644 index 618ed239b667f..0000000000000 --- a/demo/streaming_stt/deepspeech-0.8.2-models.pbmm.REMOVED.git-id +++ /dev/null @@ -1 +0,0 @@ -e2b50f155e80047b405aa9fa0d23124672247b45 \ No newline at end of file From 4fe2a224e7d45dc028202fb3714a066288d06951 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Mon, 14 Mar 2022 11:57:16 -0500 Subject: [PATCH 47/81] addressed readability suggestions Former-commit-id: 0a831a42735bcbdbc84742fcf9d74b9429c88eca --- gradio/utils.py | 20 +++++++++++--------- 1 file changed, 11 insertions(+), 9 deletions(-) diff --git a/gradio/utils.py b/gradio/utils.py index ef6b083729837..ecdc4a322b00f 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -296,26 +296,28 @@ def sanitize(item): return "'" + item unsafe_prefixes = ("+", "=", "-", "@") - + warning_message = "Sanitizing flagged data by escaping cell contents that begin " + "with one of the following characters: '+', '=', '-', '@'." + if isinstance(data, str): if data.startswith(unsafe_prefixes): - warnings.warn("Sanitizing flagged data by escaping cell contents") + warnings.warn(warning_message) return sanitize(data) return data elif isinstance(data, list) and isinstance(data[0], str): sanitized_data = copy.deepcopy(data) - for i, item in enumerate(data): + for index, item in enumerate(data): if item.startswith(unsafe_prefixes): - warnings.warn("Sanitizing flagged data by escaping cell contents") - sanitized_data[i] = sanitize(item) + warnings.warn(warning_message) + sanitized_data[index] = sanitize(item) return sanitized_data elif isinstance(data[0], list) and isinstance(data[0][0], str): sanitized_data = copy.deepcopy(data) - for s, sublist in enumerate(data): - for i, item in enumerate(sublist): + for outer_index, sublist in enumerate(data): + for inner_index, item in enumerate(sublist): if item.startswith(unsafe_prefixes): - warnings.warn("Sanitizing flagged data by escaping cell contents") - sanitized_data[s][i] = sanitize(item) + warnings.warn(warning_message) + sanitized_data[outer_index][inner_index] = sanitize(item) return sanitized_data else: raise ValueError("Unsupported data type: " + str(type(data))) From 2c413b6b6f5b1fe580539c2ef0ed6e1745a24174 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Mon, 14 Mar 2022 12:11:00 -0500 Subject: [PATCH 48/81] formatting Former-commit-id: 581f2c287fbe0db724afb7bc156b969e29e87a99 --- gradio/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/gradio/utils.py b/gradio/utils.py index ecdc4a322b00f..f7cc1d2a3bb01 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -298,7 +298,7 @@ def sanitize(item): unsafe_prefixes = ("+", "=", "-", "@") warning_message = "Sanitizing flagged data by escaping cell contents that begin " "with one of the following characters: '+', '=', '-', '@'." - + if isinstance(data, str): if data.startswith(unsafe_prefixes): warnings.warn(warning_message) From 8c7331cab543418e12b695e20b069e1eb7bb98f2 Mon Sep 17 00:00:00 2001 From: aliabd Date: Tue, 15 Mar 2022 19:16:31 +0200 Subject: [PATCH 49/81] add markdown guide --- guides/adding_markdown_and_other_text.md | 57 ++++++++++++++++++ .../annotated.png | Bin 0 -> 483716 bytes 2 files changed, 57 insertions(+) create mode 100644 guides/adding_markdown_and_other_text.md create mode 100644 website/homepage/src/assets/img/guides/adding_markdown_and_other_text/annotated.png diff --git a/guides/adding_markdown_and_other_text.md b/guides/adding_markdown_and_other_text.md new file mode 100644 index 0000000000000..cb27b644f5d35 --- /dev/null +++ b/guides/adding_markdown_and_other_text.md @@ -0,0 +1,57 @@ +# Adding Markdown and Other Text + +related_spaces: https://huggingface.co/spaces/ThomasSimonini/Chat-with-Gandalf-GPT-J6B, https://huggingface.co/spaces/kingabzpro/Rick_and_Morty_Bot, https://huggingface.co/spaces/nateraw/cryptopunks-generator +tags: MARKDOWN, DESCRIPTION, ARTICLE + +## Introduction + +When an interface is shared, it is usually accompanied with some form of explanatory text, links or images. This guide will go over how to easily add these on gradio. + +For example, take a look at this fun chatbot interface below. It has a title, description, image as well as links in the bottom. + + + +## The parameters in `Interface` + +There are three parameters in `Interface` where text can go: + +* `Title`: which accepts text and can displays it at the very top of interface +* `Description`: which accepts text, markdown or HTML and places it right under the title. +* `Article`: which is also accepts text, markdown or HTML but places it below the interface. + +![annotated](website/src/assets/img/guides/adding_markdown_and_other_text/annotated.png) + +## Code example + +Here's all the text-related code required to recreate the interface above. + +```python +import gradio as gr + +title = "Talk To Me Morty" +description = """ +

+

+The bot was trained on Rick and Morty dialogues Kaggle Dataset using DialoGPT. +rick +
+

+""" +article = """ +

+Complete Tutorial +

+ +

+Project is Available at DAGsHub +

+""" +... + +gr.Interface(fn=predict, ... , title=title, description=description, article=article).launch() + +``` + +Of course, you don't have to use HTML and can instead rely on markdown. Here's a neat [cheatsheet](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet) with the most common markdown commands. + +### That's all! 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website/homepage/src/assets/img/guides/using_the_api_docs/view-the-api-button.gif diff --git a/guides/using_the_api_docs.md b/guides/using_the_api_docs.md new file mode 100644 index 0000000000000..203f4150f505e --- /dev/null +++ b/guides/using_the_api_docs.md @@ -0,0 +1,30 @@ +# Using the API Docs + +tags: API + +## Introduction + +Every gradio interface comes with an API you can use directly. To find out how to use it, just click the `view the api` button at the bottom of the page (whether its hosted on spaces, generated using `share=True`, or running locally). + +![view the api button](website/src/assets/img/guides/using_the_api_docs/view-the-api-button.gif) + +This button opens up interface-specific API docs. This will show you the predict endpoint, payload, response, as well as sample code snippets in Python, JS and cURL. + +# What will the API docs tell you? + +Below is an (iframed) example: the API Docs of [this space](https://huggingface.co/spaces/erogol/CoquiTTS). + +It shows that there are 7 sections on the page + +* The predict **endpoint**: where to send the payload +* The **inputs** and their types +* The **outputs** and their types +* The **payload**: what to send and how to structure it +* The **response**: what to expect to receive +* A live **demo** and **code snippets** in Python, JS and cURL +* Other **methods** related to the inputs/outputs + + + + +### That's all! 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    @@ -31,7 +61,8 @@ {#each selected_examples as example_row, i}
    + {#if paginate} +
    + Pages: + {#each visible_pages as visible_page} + {#if visible_page === -1} +
    ...
    + {:else} + + {/if} + {/each} +
    + {/if}

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zT|E`sGh5=)WmElSwc@!({>aL9ja$#k9?9L~KTWDFD*kWYg8wS1_Sajmy0-pzNwxpg zTL6-3-@^?@1yBC{?)e1VEj|digAmfeCb(hXK0!&|p_v^^jLC5&!-2(PHG7P{lPXc) z{L|*!%a&>1NpN&-1<&ku|Mq56|z?aEi#P>sz@7#%5P{j4bTYa*1BJde{1SP+U$;=jh`8 zT@jj#*X})f5geae+x2gB4G12@c?rb=ikYq^Jn)DaBmymq=}YC8}Tb zocc^!=Nn0@;Tr!l>D}=cTzB`WB{O=H6azUfawPNhr(TVfc|mhFYasJRwq9+(+3dmG zyVWiSG*UUA3Qam~g&dvR6VFS8dVp<8H+kvhWNR}S_^cj5PzggH0 z!5ohN=L;J}5&3T-nE!VRTSa>I*TSv=6ZbzyF#nr{{d;?N`<=neY+>=&3}(|f2$)_U z#>rhf4h1cbw)Y7#7d{HJ2`jPuMB3x!fW)u_jij& z*E-5_N6KwEgM-z}4{a0gbGkap^MP%`zmxvzVFa^}Kd82ShjrmbB*iXPx=cL zs}saP&dVVeD%YnwV`X15T&&ud8_3qL54l*qwKQ7oN@BQFv%NOe5qmlGQtj^M;z;#N z#>;j4I~xll^`V#Re;(`~YP1*)-JuLBh8~pMSVK>mQ>}(x442?W-Y5+fBOg`+tdTE= zO{5G*x@eGnqE-1;E&(oeVvPM$&4 zBut6h-y~e^RGUeJ#wBXgNF5DT(^t0){7s|uY}!m;8@N%MMH`2xn!Pc@`wSnt75hcYrw|;8eSLa>ykbigk`2+V@<0_Sx}E@Utjb&#A!0% zbhp#jkjo6tQ{kE#&eKs<_d}e&#XRnIp25FlaG529YPig$C4{)lXXSUhEacTQxGom; zXt*wweF<@0u3G7KU8y56JYQ{M)O^0yaxC=udi&{~=ij?8Grrj9*VKHmIe0(x#n$lS zo)|;r literal 0 HcmV?d00001 From b87de1228af87e9d4c59995cfcfcebc53e366637 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Wed, 16 Mar 2022 16:09:20 -0700 Subject: [PATCH 51/81] fixed label bugs --- gradio/flagging.py | 8 ++++---- gradio/utils.py | 23 ++++++++++++++--------- 2 files changed, 18 insertions(+), 13 deletions(-) diff --git a/gradio/flagging.py b/gradio/flagging.py index 2cf6ceb143249..c30f64ce0b821 100644 --- a/gradio/flagging.py +++ b/gradio/flagging.py @@ -330,7 +330,7 @@ def flag( for i, component in enumerate(interface.input_components): component_label = interface.config["input_components"][i][ "label" - ] or "Input_{}".format(i) + ] or "input_{}".format(i) headers.append(component_label) infos["flagged"]["features"][component_label] = { "dtype": "string", @@ -348,7 +348,7 @@ def flag( for i, component in enumerate(interface.output_components): component_label = interface.config["output_components"][i][ "label" - ] or "Output_{}".format(i) + ] or "output_{}".format(i) headers.append(component_label) infos["flagged"]["features"][component_label] = { "dtype": "string", @@ -377,7 +377,7 @@ def flag( for i, component in enumerate(interface.input_components): label = interface.config["input_components"][i][ "label" - ] or "Input_{}".format(i) + ] or "input_{}".format(i) filepath = component.save_flagged( self.dataset_dir, label, input_data[i], None ) @@ -389,7 +389,7 @@ def flag( for i, component in enumerate(interface.output_components): label = interface.config["output_components"][i][ "label" - ] or "Output_{}".format(i) + ] or "output_{}".format(i) filepath = ( component.save_flagged( self.dataset_dir, label, output_data[i], None diff --git a/gradio/utils.py b/gradio/utils.py index f7cc1d2a3bb01..1f6c45ffd1b00 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -215,29 +215,34 @@ def get_config_file(interface: Interface) -> Dict[str, Any]: } try: param_names = inspect.getfullargspec(interface.predict[0])[0] - for iface, param in zip(config["input_components"], param_names): + for i, iface in enumerate(config["input_components"]): if not iface["label"]: - iface["label"] = param.replace("_", " ") + if i < len(param_names): + iface["label"] = param_names[i].replace("_", " ") + else: + iface["label"] = ( + f"input {i + 1}" + if len(config["input_components"]) > 1 + else "input" + ) for i, iface in enumerate(config["output_components"]): outputs_per_function = int( len(interface.output_components) / len(interface.predict) ) function_index = i // outputs_per_function component_index = i - function_index * outputs_per_function - ret_name = ( - "Output " + str(component_index + 1) - if outputs_per_function > 1 - else "Output" - ) if iface["label"] is None: - iface["label"] = ret_name + iface["label"] = ( + f"output {component_index + 1}" + if outputs_per_function > 1 + else "output" + ) if len(interface.predict) > 1: iface["label"] = ( interface.function_names[function_index].replace("_", " ") + ": " + iface["label"] ) - except ValueError: pass if interface.examples is not None: From 70ee479de6758671a2be25733306a5176735e148 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Wed, 16 Mar 2022 16:10:06 -0700 Subject: [PATCH 52/81] formatting --- gradio/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/gradio/utils.py b/gradio/utils.py index 1f6c45ffd1b00..63dca5d7541ce 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -221,7 +221,7 @@ def get_config_file(interface: Interface) -> Dict[str, Any]: iface["label"] = param_names[i].replace("_", " ") else: iface["label"] = ( - f"input {i + 1}" + f"input {i + 1}" if len(config["input_components"]) > 1 else "input" ) From abb85c0f9b17be2443b75a6fbf4746a906f0d59e Mon Sep 17 00:00:00 2001 From: Ali Abid Date: Wed, 16 Mar 2022 19:26:39 -0500 Subject: [PATCH 53/81] changes --- gradio/flagging.py | 26 ++++---- gradio/interface.py | 21 ++++--- gradio/utils.py | 4 +- test/test_utils.py | 19 ------ ui/packages/app/src/App.svelte | 2 + ui/packages/app/src/ExampleSet.svelte | 63 +++++++++++++++++-- ui/packages/app/src/Interface.svelte | 16 ++++- .../src/components/input/Number/Number.svelte | 4 +- 8 files changed, 104 insertions(+), 51 deletions(-) diff --git a/gradio/flagging.py b/gradio/flagging.py index 2cf6ceb143249..22ea0ba6be782 100644 --- a/gradio/flagging.py +++ b/gradio/flagging.py @@ -98,8 +98,8 @@ def flag( ) with open(log_filepath, "a", newline="") as csvfile: - writer = csv.writer(csvfile) - writer.writerow(utils.santize_for_csv(csv_data)) + writer = csv.writer(csvfile, quoting=csv.QUOTE_NONNUMERIC) + writer.writerow(csv_data) with open(log_filepath, "r") as csvfile: line_count = len([None for row in csv.reader(csvfile)]) - 1 @@ -186,7 +186,7 @@ def replace_flag_at_index(file_content): content[flag_index][flag_col_index] = flag_option output = io.StringIO() writer = csv.writer(output) - writer.writerows(utils.santize_for_csv(content)) + writer.writerows(content) return output.getvalue() if interface.encrypt: @@ -200,7 +200,7 @@ def replace_flag_at_index(file_content): file_content = decrypted_csv.decode() if flag_index is not None: file_content = replace_flag_at_index(file_content) - output.write(utils.santize_for_csv(file_content)) + output.write(file_content) writer = csv.writer(output) if flag_index is None: if is_new: @@ -208,10 +208,8 @@ def replace_flag_at_index(file_content): writer.writerow(csv_data) with open(log_fp, "wb") as csvfile: csvfile.write( - utils.santize_for_csv( - encryptor.encrypt( - interface.encryption_key, output.getvalue().encode() - ) + encryptor.encrypt( + interface.encryption_key, output.getvalue().encode() ) ) else: @@ -219,8 +217,8 @@ def replace_flag_at_index(file_content): with open(log_fp, "a", newline="") as csvfile: writer = csv.writer(csvfile) if is_new: - writer.writerow(utils.santize_for_csv(headers)) - writer.writerow(utils.santize_for_csv(csv_data)) + writer.writerow(headers) + writer.writerow(csv_data) else: with open(log_fp) as csvfile: file_content = csvfile.read() @@ -228,7 +226,7 @@ def replace_flag_at_index(file_content): with open( log_fp, "w", newline="" ) as csvfile: # newline parameter needed for Windows - csvfile.write(utils.santize_for_csv(file_content)) + csvfile.write(file_content) with open(log_fp, "r") as csvfile: line_count = len([None for row in csv.reader(csvfile)]) - 1 return line_count @@ -313,7 +311,7 @@ def flag( infos = {"flagged": {"features": {}}} with open(self.log_file, "a", newline="") as csvfile: - writer = csv.writer(csvfile) + writer = csv.writer(csvfile, quoting=csv.QUOTE_NONNUMERIC) # File previews for certain input and output types file_preview_types = { @@ -370,7 +368,7 @@ def flag( "_type": "Value", } - writer.writerow(utils.santize_for_csv(headers)) + writer.writerow(headers) # Generate the row corresponding to the flagged sample csv_data = [] @@ -405,7 +403,7 @@ def flag( if flag_option is not None: csv_data.append(flag_option) - writer.writerow(utils.santize_for_csv(csv_data)) + writer.writerow(csv_data) if is_new: json.dump(infos, open(self.infos_file, "w")) diff --git a/gradio/interface.py b/gradio/interface.py index ab12ee21d668a..2371067060102 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -579,19 +579,24 @@ def process_api(self, data: PredictBody, username: str = None) -> Dict[str, Any] flag_option="" if self.flagging_options else None, username=username, ) - if self.stateful: - updated_state = prediction[self.state_return_index] - prediction[self.state_return_index] = None - else: - updated_state = None + if self.stateful: + updated_state = prediction[self.state_return_index] + prediction[self.state_return_index] = None + else: + updated_state = None - return { + durations= durations + avg_durations= self.config.get("avg_durations") + response = { "data": prediction, - "durations": durations, - "avg_durations": self.config.get("avg_durations"), "flag_index": flag_index, "updated_state": updated_state, } + if durations is not None: + response["durations"] = durations + if avg_durations is not None: + response["avg_durations"] = avg_durations + return response def process(self, raw_input: List[Any]) -> Tuple[List[Any], List[float]]: """ diff --git a/gradio/utils.py b/gradio/utils.py index f7cc1d2a3bb01..70af9e2ad1dce 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -289,7 +289,7 @@ def get_default_args(func: Callable) -> Dict[str, Any]: ] -def santize_for_csv(data: str | List[str] | List[List[str]]): +def sanitize_for_csv(data: str | List[str] | List[List[str]]): """Sanitizes data so that it can be safely written to a CSV file.""" def sanitize(item): @@ -320,4 +320,4 @@ def sanitize(item): sanitized_data[outer_index][inner_index] = sanitize(item) return sanitized_data else: - raise ValueError("Unsupported data type: " + str(type(data))) + return data diff --git a/test/test_utils.py b/test/test_utils.py index eed645df62e03..4f17a68a14b6d 100644 --- a/test/test_utils.py +++ b/test/test_utils.py @@ -15,7 +15,6 @@ json, launch_analytics, readme_to_html, - santize_for_csv, version_check, ) @@ -117,23 +116,5 @@ def test_get_ip_without_internet(self, mock_get): self.assertEqual(ip, "No internet connection") -class TestSanitizeForCSV(unittest.TestCase): - def test_safe(self): - safe_data = santize_for_csv("abc") - self.assertEquals(safe_data, "abc") - safe_data = santize_for_csv(["def"]) - self.assertEquals(safe_data, ["def"]) - safe_data = santize_for_csv([["abc"]]) - self.assertEquals(safe_data, [["abc"]]) - - def test_unsafe(self): - safe_data = santize_for_csv("=abc") - self.assertEquals(safe_data, "'=abc") - safe_data = santize_for_csv(["abc", "+abc"]) - self.assertEquals(safe_data, ["abc", "'+abc"]) - safe_data = santize_for_csv([["abc", "=abc"]]) - self.assertEquals(safe_data, [["abc", "'=abc"]]) - - if __name__ == "__main__": unittest.main() diff --git a/ui/packages/app/src/App.svelte b/ui/packages/app/src/App.svelte index d42cd1de61536..1502ab43aaa67 100644 --- a/ui/packages/app/src/App.svelte +++ b/ui/packages/app/src/App.svelte @@ -30,6 +30,7 @@ export let input_components: Array; export let output_components: Array; export let examples: Array>; + export let examples_per_page: number; export let fn: (...args: any) => Promise; export let root: string; export let space: string | undefined = undefined; @@ -66,6 +67,7 @@ {input_components} {output_components} {examples} + {examples_per_page} {theme} {fn} {root} diff --git a/ui/packages/app/src/ExampleSet.svelte b/ui/packages/app/src/ExampleSet.svelte index 317a70c03353e..825added1449a 100644 --- a/ui/packages/app/src/ExampleSet.svelte +++ b/ui/packages/app/src/ExampleSet.svelte @@ -15,8 +15,38 @@ export let input_components: Array; export let theme: string; - let selected_examples = examples; + let page = 0; let gallery = input_components.length === 1; + let paginate = examples.length > examples_per_page; + + let selected_examples: Array>; + let page_count: number; + let visible_pages: Array = []; + $: { + if (paginate) { + visible_pages = []; + selected_examples = examples.slice( + page * examples_per_page, + (page + 1) * examples_per_page + ); + page_count = Math.ceil(examples.length / examples_per_page); + [0, page, page_count - 1].forEach((anchor) => { + for (let i = anchor - 2; i <= anchor + 2; i++) { + if (i >= 0 && i < page_count && !visible_pages.includes(i)) { + if ( + visible_pages.length > 0 && + i - visible_pages[visible_pages.length - 1] > 1 + ) { + visible_pages.push(-1); + } + visible_pages.push(i); + } + } + }); + } else { + selected_examples = examples.slice(); + } + }

diff --git a/ui/packages/app/src/Interface.svelte b/ui/packages/app/src/Interface.svelte index 3d1314bd2acb4..fb7024678d6a8 100644 --- a/ui/packages/app/src/Interface.svelte +++ b/ui/packages/app/src/Interface.svelte @@ -17,6 +17,7 @@ export let theme: string; export let fn: (...args: any) => Promise; export let examples: Array>; + export let examples_per_page: number; export let root: string; export let allow_flagging: string; export let flagging_options: Array | undefined = undefined; @@ -49,8 +50,10 @@ let timer_diff = 0; let avg_duration = Array.isArray(avg_durations) ? avg_durations[0] : null; let expected_duration: number | null = null; + let example_id: number | null = null; const setValues = (index: number, value: unknown) => { + example_id = null; has_changed = true; input_values[index] = value; if (live && state !== "PENDING") { @@ -58,7 +61,8 @@ } }; - const setExampleId = async (example_id: number) => { + const setExampleId = async (_id: number) => { + example_id = _id; input_components.forEach(async (input_component, i) => { const process_example = input_component_map[input_component.name].process_example; @@ -71,6 +75,7 @@ input_values[i] = examples[example_id][i]; } }); + example_id = _id; }; const startTimer = () => { @@ -103,7 +108,12 @@ has_changed = false; let submission_count_at_click = submission_count; startTimer(); - fn("predict", { data: input_values }, queue, queueCallback) + fn( + "predict", + { data: input_values, example_id: example_id }, + queue, + queueCallback + ) .then((output) => { if ( state !== "PENDING" || @@ -351,6 +361,8 @@ {#if examples} number; export let theme: string; - $: setValue(value); setValue(e.target.value)} {theme} /> From e88497e6e8055eb730369db0ba59e23076d5c654 Mon Sep 17 00:00:00 2001 From: Ali Abid Date: Wed, 16 Mar 2022 19:31:20 -0500 Subject: [PATCH 54/81] changes --- gradio/utils.py | 33 --------------------------------- 1 file changed, 33 deletions(-) diff --git a/gradio/utils.py b/gradio/utils.py index 70af9e2ad1dce..217f0fc5502d7 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -288,36 +288,3 @@ def get_default_args(func: Callable) -> Dict[str, Any]: for v in signature.parameters.values() ] - -def sanitize_for_csv(data: str | List[str] | List[List[str]]): - """Sanitizes data so that it can be safely written to a CSV file.""" - - def sanitize(item): - return "'" + item - - unsafe_prefixes = ("+", "=", "-", "@") - warning_message = "Sanitizing flagged data by escaping cell contents that begin " - "with one of the following characters: '+', '=', '-', '@'." - - if isinstance(data, str): - if data.startswith(unsafe_prefixes): - warnings.warn(warning_message) - return sanitize(data) - return data - elif isinstance(data, list) and isinstance(data[0], str): - sanitized_data = copy.deepcopy(data) - for index, item in enumerate(data): - if item.startswith(unsafe_prefixes): - warnings.warn(warning_message) - sanitized_data[index] = sanitize(item) - return sanitized_data - elif isinstance(data[0], list) and isinstance(data[0][0], str): - sanitized_data = copy.deepcopy(data) - for outer_index, sublist in enumerate(data): - for inner_index, item in enumerate(sublist): - if item.startswith(unsafe_prefixes): - warnings.warn(warning_message) - sanitized_data[outer_index][inner_index] = sanitize(item) - return sanitized_data - else: - return data From f1e65cba12395d310f974443c27c6094b57cac6b Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 17 Mar 2022 09:32:19 -0700 Subject: [PATCH 55/81] formatting --- ui/packages/app/src/components/input/Number/Number.svelte | 1 - 1 file changed, 1 deletion(-) diff --git a/ui/packages/app/src/components/input/Number/Number.svelte b/ui/packages/app/src/components/input/Number/Number.svelte index 4079fe0575d51..c4ebf04e15174 100644 --- a/ui/packages/app/src/components/input/Number/Number.svelte +++ b/ui/packages/app/src/components/input/Number/Number.svelte @@ -2,7 +2,6 @@ export let value: number; export let setValue: (val: number) => number; export let theme: string; - Date: Thu, 17 Mar 2022 09:38:54 -0700 Subject: [PATCH 56/81] backend formatting --- gradio/interface.py | 4 ++-- gradio/utils.py | 1 - 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/gradio/interface.py b/gradio/interface.py index 2371067060102..c805be5a1670b 100644 --- a/gradio/interface.py +++ b/gradio/interface.py @@ -585,8 +585,8 @@ def process_api(self, data: PredictBody, username: str = None) -> Dict[str, Any] else: updated_state = None - durations= durations - avg_durations= self.config.get("avg_durations") + durations = durations + avg_durations = self.config.get("avg_durations") response = { "data": prediction, "flag_index": flag_index, diff --git a/gradio/utils.py b/gradio/utils.py index 217f0fc5502d7..734c55e21c8cb 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -287,4 +287,3 @@ def get_default_args(func: Callable) -> Dict[str, Any]: v.default if v.default is not inspect.Parameter.empty else None for v in signature.parameters.values() ] - From da7a8f06cad8e1c804b6a83d67bf279e13f3cbee Mon Sep 17 00:00:00 2001 From: aliabid94 Date: Thu, 17 Mar 2022 11:54:01 -0500 Subject: [PATCH 57/81] Full height gradio app (#828) * fix * changes * changes * changes Co-authored-by: Ali Abid --- test/golden/diff_texts/magic_trick.png | Bin 33221 -> 33208 bytes test/golden/image_mod/cheetah1.png | Bin 242514 -> 242514 bytes test/golden/longest_word/wonderful.png | Bin 33581 -> 33819 bytes ui/packages/app/index.html | 27 ++++++++++++++++++++++--- 4 files changed, 24 insertions(+), 3 deletions(-) diff --git a/test/golden/diff_texts/magic_trick.png b/test/golden/diff_texts/magic_trick.png index 393991dcb778527a42553d06c8dfc038a7e4e5d0..41e5e20876f04007f392a42592b1b40fc96ac14d 100644 GIT binary patch delta 16288 zcmc(G2UJtrx^56VDpnAr=%%@;N|kN}0fkMG4nb+sMLHoY6crnwAiYFHKnT6J018SC zp|=15frJ`LNJ0on-oktC9{0U_-#cgDbMAO!zqSZ{r+!GzK8Fr4&PIpaUBS= zcFdrzLPrhUE>Lcfapq9mLrUgswbtbY7n|qkA>Jv*KO3M 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+ +
From 16009b0ec00cc93f5d4d38116f537c93dbc961ee Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 17 Mar 2022 10:15:56 -0700 Subject: [PATCH 58/81] quoting fix --- gradio/flagging.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/gradio/flagging.py b/gradio/flagging.py index 22ea0ba6be782..0a1da0216c7b5 100644 --- a/gradio/flagging.py +++ b/gradio/flagging.py @@ -98,7 +98,7 @@ def flag( ) with open(log_filepath, "a", newline="") as csvfile: - writer = csv.writer(csvfile, quoting=csv.QUOTE_NONNUMERIC) + writer = csv.writer(csvfile, quoting=csv.QUOTE_NONNUMERIC, quotechar="'") writer.writerow(csv_data) with open(log_filepath, "r") as csvfile: @@ -185,7 +185,7 @@ def replace_flag_at_index(file_content): flag_col_index = header.index("flag") content[flag_index][flag_col_index] = flag_option output = io.StringIO() - writer = csv.writer(output) + writer = csv.writer(output, quoting=csv.QUOTE_NONNUMERIC, quotechar="'") writer.writerows(content) return output.getvalue() @@ -201,7 +201,7 @@ def replace_flag_at_index(file_content): if flag_index is not None: file_content = replace_flag_at_index(file_content) output.write(file_content) - writer = csv.writer(output) + writer = csv.writer(output, quoting=csv.QUOTE_NONNUMERIC, quotechar="'") if flag_index is None: if is_new: writer.writerow(headers) @@ -215,7 +215,7 @@ def replace_flag_at_index(file_content): else: if flag_index is None: with open(log_fp, "a", newline="") as csvfile: - writer = csv.writer(csvfile) + writer = csv.writer(csvfile, quoting=csv.QUOTE_NONNUMERIC, quotechar="'") if is_new: writer.writerow(headers) writer.writerow(csv_data) @@ -311,7 +311,7 @@ def flag( infos = {"flagged": {"features": {}}} with open(self.log_file, "a", newline="") as csvfile: - writer = csv.writer(csvfile, quoting=csv.QUOTE_NONNUMERIC) + writer = csv.writer(csvfile, quoting=csv.QUOTE_NONNUMERIC, quotechar="'") # File previews for certain input and output types file_preview_types = { From f23554c2f5dcb9b182df57621b071e1e7d9a7033 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 17 Mar 2022 10:16:31 -0700 Subject: [PATCH 59/81] backend formatting --- gradio/flagging.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/gradio/flagging.py b/gradio/flagging.py index 0a1da0216c7b5..9443dd04ab1a1 100644 --- a/gradio/flagging.py +++ b/gradio/flagging.py @@ -215,7 +215,9 @@ def replace_flag_at_index(file_content): else: if flag_index is None: with open(log_fp, "a", newline="") as csvfile: - writer = csv.writer(csvfile, quoting=csv.QUOTE_NONNUMERIC, quotechar="'") + writer = csv.writer( + csvfile, quoting=csv.QUOTE_NONNUMERIC, quotechar="'" + ) if is_new: writer.writerow(headers) writer.writerow(csv_data) From 7a43afa8eefab5cd82e4a7f5f27e438aec4569e2 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 17 Mar 2022 10:30:51 -0700 Subject: [PATCH 60/81] removed quoting for hf dataset saver --- gradio/flagging.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/gradio/flagging.py b/gradio/flagging.py index 9443dd04ab1a1..8ad52aa8e09fa 100644 --- a/gradio/flagging.py +++ b/gradio/flagging.py @@ -313,7 +313,7 @@ def flag( infos = {"flagged": {"features": {}}} with open(self.log_file, "a", newline="") as csvfile: - writer = csv.writer(csvfile, quoting=csv.QUOTE_NONNUMERIC, quotechar="'") + writer = csv.writer(csvfile) # File previews for certain input and output types file_preview_types = { From aaf4d245221851f43b4400a28795be015fe2c387 Mon Sep 17 00:00:00 2001 From: Ali Abid Date: Thu, 17 Mar 2022 12:32:35 -0500 Subject: [PATCH 61/81] fix line count --- ui/packages/app/src/components/input/Textbox/Textbox.svelte | 1 + 1 file changed, 1 insertion(+) diff --git a/ui/packages/app/src/components/input/Textbox/Textbox.svelte b/ui/packages/app/src/components/input/Textbox/Textbox.svelte index 300d74b4c51ca..65a25eef3e0c2 100644 --- a/ui/packages/app/src/components/input/Textbox/Textbox.svelte +++ b/ui/packages/app/src/components/input/Textbox/Textbox.svelte @@ -11,6 +11,7 @@ class="input-text w-full rounded box-border p-2 focus:outline-none appearance-none" {value} {placeholder} + rows={lines} on:input={(e) => setValue(e.target.value)} {theme} /> From 0eefdaaf37029789c7a853bf019b82b8e7236faf Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 17 Mar 2022 10:39:50 -0700 Subject: [PATCH 62/81] fixed quoting in load --- gradio/process_examples.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/gradio/process_examples.py b/gradio/process_examples.py index 6599c118703ce..4b1244935b122 100644 --- a/gradio/process_examples.py +++ b/gradio/process_examples.py @@ -54,7 +54,7 @@ def cache_interface_examples(interface: Interface) -> None: def load_from_cache(interface: Interface, example_id: int) -> List[Any]: """Loads a particular cached example for the interface.""" with open(CACHE_FILE) as cache: - examples = list(csv.reader(cache)) + examples = list(csv.reader(cache, quotechar="'")) example = examples[example_id + 1] # +1 to adjust for header output = [] for component, cell in zip(interface.output_components, example): From 9af4ab320d71cf60ccfe71d6f3c05a9200b4fd95 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 17 Mar 2022 10:45:48 -0700 Subject: [PATCH 63/81] updated test images --- test/golden/diff_texts/magic_trick.png | Bin 33208 -> 33322 bytes test/golden/longest_word/wonderful.png | Bin 33819 -> 34142 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/test/golden/diff_texts/magic_trick.png b/test/golden/diff_texts/magic_trick.png index 41e5e20876f04007f392a42592b1b40fc96ac14d..4db61c8365bf968740446f6dd5c51c3a937e511e 100644 GIT binary patch literal 33322 zcmb@u2UJs0v@IGNs0i2qMT$yMsY;cuARtA0uPV};bO@3r@uYtFfRtD~h#f133)1OlN~d-y;P z0y$mY349AI08K(0d69^5zZ&sdxB^S?MY)wvlM$Xfbp zHt>Dy^^%gGQ-eZ$MgpU`AP&Sppv52*7{QIC1v{7qB z-2zF>LSgBBPC+0UVw$}A;S~`i83=@_IByqslH;hr%U*>Kcqo$X=TXR6Mc#yNSe5zs 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auto; + font-size: 0.875em; + line-height: 1.7142857; + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + border-radius: 0.375rem; + padding-top: 0.8571429em; + padding-right: 1.1428571em; + padding-bottom: 0.8571429em; + padding-left: 1.1428571em; +} +.prose pre code { + background-color: transparent; + border-width: 0; + border-radius: 0; + padding: 0; + font-weight: 400; + color: inherit; + font-size: inherit; + font-family: inherit; + line-height: inherit; +} +.prose pre code::before { + content: none; +} +.prose pre code::after { + content: none; +} +.prose table { + width: 100%; + table-layout: auto; + text-align: left; + margin-top: 2em; + margin-bottom: 2em; + font-size: 0.875em; + line-height: 1.7142857; +} +.prose thead { + color: #111827; + font-weight: 600; + border-bottom-width: 1px; + border-bottom-color: #d1d5db; +} +.prose thead th { + vertical-align: bottom; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; +} +.prose tbody tr { + border-bottom-width: 1px; + border-bottom-color: #e5e7eb; +} +.prose tbody tr:last-child { + border-bottom-width: 0; +} +.prose tbody td { + vertical-align: top; + padding-top: 0.5714286em; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; +} +.prose { + font-size: 1rem; + line-height: 1.75; +} +.prose p { + margin-top: 1.25em; + margin-bottom: 1.25em; +} +.prose img { + margin-top: 2em; + margin-bottom: 2em; +} +.prose video { + margin-top: 2em; + margin-bottom: 2em; +} +.prose figure { + margin-top: 2em; + margin-bottom: 2em; +} +.prose figure > * { + margin-top: 0; + margin-bottom: 0; +} +.prose h2 code { + font-size: 0.875em; +} +.prose h3 code { + font-size: 0.9em; +} +.prose ol { + margin-top: 1.25em; + margin-bottom: 1.25em; +} +.prose ul { + margin-top: 1.25em; + margin-bottom: 1.25em; +} +.prose li { + margin-top: 0.5em; + margin-bottom: 0.5em; +} +.prose > ul > li p { + margin-top: 0.75em; + margin-bottom: 0.75em; +} +.prose > ul > li > :first-child { + margin-top: 1.25em; +} +.prose > ul > li > :last-child { + margin-bottom: 1.25em; +} +.prose > ol > li > :first-child { + margin-top: 1.25em; +} +.prose > ol > li > :last-child { + margin-bottom: 1.25em; +} +.prose ol ol, +.prose ol ul, +.prose ul ol, +.prose ul ul { + margin-top: 0.75em; + margin-bottom: 0.75em; +} +.prose hr + * { + margin-top: 0; +} +.prose h2 + * { + margin-top: 0; +} +.prose h3 + * { + margin-top: 0; +} +.prose h4 + * { + margin-top: 0; +} +.prose thead th:first-child { + padding-left: 0; +} +.prose thead th:last-child { + padding-right: 0; +} +.prose tbody td:first-child { + padding-left: 0; +} +.prose tbody td:last-child { + padding-right: 0; +} +.prose > :first-child { + margin-top: 0; +} +.prose > :last-child { + margin-bottom: 0; +} +.prose-sm { + font-size: 0.875rem; + line-height: 1.7142857; +} +.prose-sm p { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; +} +.prose-sm [class~="lead"] { + font-size: 1.2857143em; + line-height: 1.5555556; + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; +} +.prose-sm blockquote { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + padding-left: 1.1111111em; +} +.prose-sm h1 { + font-size: 2.1428571em; + margin-top: 0; + margin-bottom: 0.8em; + line-height: 1.2; +} +.prose-sm h2 { + font-size: 1.4285714em; + margin-top: 1.6em; + margin-bottom: 0.8em; + line-height: 1.4; +} +.prose-sm h3 { + font-size: 1.2857143em; + margin-top: 1.5555556em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; +} +.prose-sm h4 { + margin-top: 1.4285714em; + margin-bottom: 0.5714286em; + line-height: 1.4285714; +} +.prose-sm img { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; +} +.prose-sm video { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; +} +.prose-sm figure { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; +} +.prose-sm figure > * { + margin-top: 0; + margin-bottom: 0; +} +.prose-sm figure figcaption { + font-size: 0.8571429em; + line-height: 1.3333333; + margin-top: 0.6666667em; +} +.prose-sm code { + font-size: 0.8571429em; +} +.prose-sm h2 code { + font-size: 0.9em; +} +.prose-sm h3 code { + font-size: 0.8888889em; +} +.prose-sm pre { + font-size: 0.8571429em; + line-height: 1.6666667; + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + border-radius: 0.25rem; + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; +} +.prose-sm ol { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; +} +.prose-sm ul { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; +} +.prose-sm li { + margin-top: 0.2857143em; + margin-bottom: 0.2857143em; +} +.prose-sm ol > li { + padding-left: 1.5714286em; +} +.prose-sm ol > li::before { + left: 0; +} +.prose-sm ul > li { + padding-left: 1.5714286em; +} +.prose-sm ul > li::before { + height: 0.3571429em; + width: 0.3571429em; + top: calc(0.8571429em - 0.1785714em); + left: 0.2142857em; +} +.prose-sm > ul > li p { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; +} +.prose-sm > ul > li > :first-child { + margin-top: 1.1428571em; +} +.prose-sm > ul > li > :last-child { + margin-bottom: 1.1428571em; +} +.prose-sm > ol > li > :first-child { + margin-top: 1.1428571em; +} +.prose-sm > ol > li > :last-child { + margin-bottom: 1.1428571em; +} +.prose-sm ol ol, +.prose-sm ol ul, +.prose-sm ul ol, +.prose-sm ul ul { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; +} +.prose-sm hr { + margin-top: 2.8571429em; + margin-bottom: 2.8571429em; +} +.prose-sm hr + * { + margin-top: 0; +} +.prose-sm h2 + * { + margin-top: 0; +} +.prose-sm h3 + * { + margin-top: 0; +} +.prose-sm h4 + * { + margin-top: 0; +} +.prose-sm table { + font-size: 0.8571429em; + line-height: 1.5; +} +.prose-sm thead th { + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; +} +.prose-sm thead th:first-child { + padding-left: 0; +} +.prose-sm thead th:last-child { + padding-right: 0; +} +.prose-sm tbody td { + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; +} +.prose-sm tbody td:first-child { + padding-left: 0; +} +.prose-sm tbody td:last-child { + padding-right: 0; +} +.prose-sm > :first-child { + margin-top: 0; +} +.prose-sm > :last-child { + margin-bottom: 0; +} +.prose-lg { + font-size: 1.125rem; + line-height: 1.7777778; +} +.prose-lg p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; +} +.prose-lg [class~="lead"] { + font-size: 1.2222222em; + line-height: 1.4545455; + margin-top: 1.0909091em; + margin-bottom: 1.0909091em; +} +.prose-lg blockquote { + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + padding-left: 1em; +} +.prose-lg h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.8333333em; + line-height: 1; +} +.prose-lg h2 { + font-size: 1.6666667em; + margin-top: 1.8666667em; + margin-bottom: 1.0666667em; + line-height: 1.3333333; +} +.prose-lg h3 { + font-size: 1.3333333em; + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; +} +.prose-lg h4 { + margin-top: 1.7777778em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; +} +.prose-lg img { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; +} +.prose-lg video { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; +} +.prose-lg figure { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; +} +.prose-lg figure > * { + margin-top: 0; + margin-bottom: 0; +} +.prose-lg figure figcaption { + font-size: 0.8888889em; + line-height: 1.5; + margin-top: 1em; +} +.prose-lg code { + font-size: 0.8888889em; +} +.prose-lg h2 code { + font-size: 0.8666667em; +} +.prose-lg h3 code { + font-size: 0.875em; +} +.prose-lg pre { + font-size: 0.8888889em; + line-height: 1.75; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.375rem; + padding-top: 1em; + padding-right: 1.5em; + padding-bottom: 1em; + padding-left: 1.5em; +} +.prose-lg ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; +} +.prose-lg ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; +} +.prose-lg li { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; +} +.prose-lg ol > li { + padding-left: 1.6666667em; +} +.prose-lg ol > li::before { + left: 0; +} +.prose-lg ul > li { + padding-left: 1.6666667em; +} +.prose-lg ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8888889em - 0.1666667em); + left: 0.2222222em; +} +.prose-lg > ul > li p { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; +} +.prose-lg > ul > li > :first-child { + margin-top: 1.3333333em; +} +.prose-lg > ul > li > :last-child { + margin-bottom: 1.3333333em; +} +.prose-lg > ol > li > :first-child { + margin-top: 1.3333333em; +} +.prose-lg > ol > li > :last-child { + margin-bottom: 1.3333333em; +} +.prose-lg ol ol, +.prose-lg ol ul, +.prose-lg ul ol, +.prose-lg ul ul { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; +} +.prose-lg hr { + margin-top: 3.1111111em; + margin-bottom: 3.1111111em; +} +.prose-lg hr + * { + margin-top: 0; +} +.prose-lg h2 + * { + margin-top: 0; +} +.prose-lg h3 + * { + margin-top: 0; +} +.prose-lg h4 + * { + margin-top: 0; +} +.prose-lg table { + font-size: 0.8888889em; + line-height: 1.5; +} +.prose-lg thead th { + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; +} +.prose-lg thead th:first-child { + padding-left: 0; +} +.prose-lg thead th:last-child { + padding-right: 0; +} +.prose-lg tbody td { + padding-top: 0.75em; + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; +} +.prose-lg tbody td:first-child { + padding-left: 0; +} +.prose-lg tbody td:last-child { + padding-right: 0; +} +.prose-lg > :first-child { + margin-top: 0; +} +.prose-lg > :last-child { + margin-bottom: 0; +} +.prose-xl { + font-size: 1.25rem; + line-height: 1.8; +} +.prose-xl p { + margin-top: 1.2em; + margin-bottom: 1.2em; +} +.prose-xl [class~="lead"] { + font-size: 1.2em; + line-height: 1.5; + margin-top: 1em; + margin-bottom: 1em; +} +.prose-xl blockquote { + margin-top: 1.6em; + margin-bottom: 1.6em; + padding-left: 1.0666667em; +} +.prose-xl h1 { + font-size: 2.8em; + margin-top: 0; + margin-bottom: 0.8571429em; + line-height: 1; +} +.prose-xl h2 { + font-size: 1.8em; + margin-top: 1.5555556em; + margin-bottom: 0.8888889em; + line-height: 1.1111111; +} +.prose-xl h3 { + font-size: 1.5em; + margin-top: 1.6em; + margin-bottom: 0.6666667em; + line-height: 1.3333333; +} +.prose-xl h4 { + margin-top: 1.8em; + margin-bottom: 0.6em; + line-height: 1.6; +} +.prose-xl img { + margin-top: 2em; + margin-bottom: 2em; +} +.prose-xl video { + margin-top: 2em; + margin-bottom: 2em; +} +.prose-xl figure { + margin-top: 2em; + margin-bottom: 2em; +} +.prose-xl figure > * { + margin-top: 0; + margin-bottom: 0; +} +.prose-xl figure figcaption { + font-size: 0.9em; + line-height: 1.5555556; + margin-top: 1em; +} +.prose-xl code { + font-size: 0.9em; +} +.prose-xl h2 code { + font-size: 0.8611111em; +} +.prose-xl h3 code { + font-size: 0.9em; +} +.prose-xl pre { + font-size: 0.9em; + line-height: 1.7777778; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.1111111em; + padding-right: 1.3333333em; + padding-bottom: 1.1111111em; + padding-left: 1.3333333em; +} +.prose-xl ol { + margin-top: 1.2em; + margin-bottom: 1.2em; +} +.prose-xl ul { + margin-top: 1.2em; + margin-bottom: 1.2em; +} +.prose-xl li { + margin-top: 0.6em; + margin-bottom: 0.6em; +} +.prose-xl ol > li { + padding-left: 1.8em; +} +.prose-xl ol > li::before { + left: 0; +} +.prose-xl ul > li { + padding-left: 1.8em; +} +.prose-xl ul > li::before { + width: 0.35em; + height: 0.35em; + top: calc(0.9em - 0.175em); + left: 0.25em; +} +.prose-xl > ul > li p { + margin-top: 0.8em; + margin-bottom: 0.8em; +} +.prose-xl > ul > li > :first-child { + margin-top: 1.2em; +} +.prose-xl > ul > li > :last-child { + margin-bottom: 1.2em; +} +.prose-xl > ol > li > :first-child { + margin-top: 1.2em; +} +.prose-xl > ol > li > :last-child { + margin-bottom: 1.2em; +} +.prose-xl ol ol, +.prose-xl ol ul, +.prose-xl ul ol, +.prose-xl ul ul { + margin-top: 0.8em; + margin-bottom: 0.8em; +} +.prose-xl hr { + margin-top: 2.8em; + margin-bottom: 2.8em; +} +.prose-xl hr + * { + margin-top: 0; +} +.prose-xl h2 + * { + margin-top: 0; +} +.prose-xl h3 + * { + margin-top: 0; +} +.prose-xl h4 + * { + margin-top: 0; +} +.prose-xl table { + font-size: 0.9em; + line-height: 1.5555556; +} +.prose-xl thead th { + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; +} +.prose-xl thead th:first-child { + padding-left: 0; +} +.prose-xl thead th:last-child { + padding-right: 0; +} +.prose-xl tbody td { + padding-top: 0.8888889em; + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; +} +.prose-xl tbody td:first-child { + padding-left: 0; +} +.prose-xl tbody td:last-child { + padding-right: 0; +} +.prose-xl > :first-child { + margin-top: 0; +} +.prose-xl > :last-child { + margin-bottom: 0; +} +.prose-2xl { + font-size: 1.5rem; + line-height: 1.6666667; +} +.prose-2xl p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; +} +.prose-2xl [class~="lead"] { + font-size: 1.25em; + line-height: 1.4666667; + margin-top: 1.0666667em; + margin-bottom: 1.0666667em; +} +.prose-2xl blockquote { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + padding-left: 1.1111111em; +} +.prose-2xl h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.875em; + line-height: 1; +} +.prose-2xl h2 { + font-size: 2em; + margin-top: 1.5em; + margin-bottom: 0.8333333em; + line-height: 1.0833333; +} +.prose-2xl h3 { + font-size: 1.5em; + margin-top: 1.5555556em; + margin-bottom: 0.6666667em; + line-height: 1.2222222; +} +.prose-2xl h4 { + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; +} +.prose-2xl img { + margin-top: 2em; + margin-bottom: 2em; +} +.prose-2xl video { + margin-top: 2em; + margin-bottom: 2em; +} +.prose-2xl figure { + margin-top: 2em; + margin-bottom: 2em; +} +.prose-2xl figure > * { + margin-top: 0; + margin-bottom: 0; +} +.prose-2xl figure figcaption { + font-size: 0.8333333em; + line-height: 1.6; + margin-top: 1em; +} +.prose-2xl code { + font-size: 0.8333333em; +} +.prose-2xl h2 code { + font-size: 0.875em; +} +.prose-2xl h3 code { + font-size: 0.8888889em; +} +.prose-2xl pre { + font-size: 0.8333333em; + line-height: 1.8; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.2em; + padding-right: 1.6em; + padding-bottom: 1.2em; + padding-left: 1.6em; +} +.prose-2xl ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; +} +.prose-2xl ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; +} +.prose-2xl li { + margin-top: 0.5em; + margin-bottom: 0.5em; +} +.prose-2xl ol > li { + padding-left: 1.6666667em; +} +.prose-2xl ol > li::before { + left: 0; +} +.prose-2xl ul > li { + padding-left: 1.6666667em; +} +.prose-2xl ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8333333em - 0.1666667em); + left: 0.25em; +} +.prose-2xl > ul > li p { + margin-top: 0.8333333em; + margin-bottom: 0.8333333em; +} +.prose-2xl > ul > li > :first-child { + margin-top: 1.3333333em; +} +.prose-2xl > ul > li > :last-child { + margin-bottom: 1.3333333em; +} +.prose-2xl > ol > li > :first-child { + margin-top: 1.3333333em; +} +.prose-2xl > ol > li > :last-child { + margin-bottom: 1.3333333em; +} +.prose-2xl ol ol, +.prose-2xl ol ul, +.prose-2xl ul ol, +.prose-2xl ul ul { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; +} +.prose-2xl hr { + margin-top: 3em; + margin-bottom: 3em; +} +.prose-2xl hr + * { + margin-top: 0; +} +.prose-2xl h2 + * { + margin-top: 0; +} +.prose-2xl h3 + * { + margin-top: 0; +} +.prose-2xl h4 + * { + margin-top: 0; +} +.prose-2xl table { + font-size: 0.8333333em; + line-height: 1.4; +} +.prose-2xl thead th { + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; +} +.prose-2xl thead th:first-child { + padding-left: 0; +} +.prose-2xl thead th:last-child { + padding-right: 0; +} +.prose-2xl tbody td { + padding-top: 0.8em; + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; +} +.prose-2xl tbody td:first-child { + padding-left: 0; +} +.prose-2xl tbody td:last-child { + padding-right: 0; +} +.prose-2xl > :first-child { + margin-top: 0; +} +.prose-2xl > :last-child { + margin-bottom: 0; +} +.prose-red a { + color: #dc2626; +} +.prose-red a code { + color: #dc2626; +} +.prose-yellow a { + color: #d97706; +} +.prose-yellow a code { + color: #d97706; +} +.prose-green a { + color: #059669; +} +.prose-green a code { + color: #059669; +} +.prose-blue a { + color: #2563eb; +} +.prose-blue a code { + color: #2563eb; +} +.prose-indigo a { + color: #4f46e5; +} +.prose-indigo a code { + color: #4f46e5; +} +.prose-purple a { + color: #7c3aed; +} +.prose-purple a code { + color: #7c3aed; +} +.prose-pink a { + color: #db2777; +} +.prose-pink a code { + color: #db2777; +} +@media (min-width: 640px) { + .sm\:prose { + color: #374151; + max-width: 65ch; + } + .sm\:prose [class~="lead"] { + color: #4b5563; + font-size: 1.25em; + line-height: 1.6; + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .sm\:prose a { + color: #111827; + text-decoration: underline; + font-weight: 500; + } + .sm\:prose strong { + color: #111827; + font-weight: 600; + } + .sm\:prose ol[type="A"] { + --list-counter-style: upper-alpha; + } + .sm\:prose ol[type="a"] { + --list-counter-style: lower-alpha; + } + .sm\:prose ol[type="A"s] { + --list-counter-style: upper-alpha; + } + .sm\:prose ol[type="a"s] { + --list-counter-style: lower-alpha; + } + .sm\:prose ol[type="I"] { + --list-counter-style: upper-roman; + } + .sm\:prose ol[type="i"] { + --list-counter-style: lower-roman; + } + .sm\:prose ol[type="I"s] { + --list-counter-style: upper-roman; + } + .sm\:prose ol[type="i"s] { + --list-counter-style: lower-roman; + } + .sm\:prose ol[type="1"] { + --list-counter-style: decimal; + } + .sm\:prose ol > li { + position: relative; + padding-left: 1.75em; + } + .sm\:prose ol > li::before { + content: counter(list-item, var(--list-counter-style, decimal)) "."; + position: absolute; + font-weight: 400; + color: #6b7280; + left: 0; + } + .sm\:prose ul > li { + position: relative; + padding-left: 1.75em; + } + .sm\:prose ul > li::before { + content: ""; + position: absolute; + background-color: #d1d5db; + border-radius: 50%; + width: 0.375em; + height: 0.375em; + top: calc(0.875em - 0.1875em); + left: 0.25em; + } + .sm\:prose hr { + border-color: #e5e7eb; + border-top-width: 1px; + margin-top: 3em; + margin-bottom: 3em; + } + .sm\:prose blockquote { + font-weight: 500; + font-style: italic; + color: #111827; + border-left-width: 0.25rem; + border-left-color: #e5e7eb; + quotes: "\201C""\201D""\2018""\2019"; + margin-top: 1.6em; + margin-bottom: 1.6em; + padding-left: 1em; + } + .sm\:prose blockquote p:first-of-type::before { + content: open-quote; + } + .sm\:prose blockquote p:last-of-type::after { + content: close-quote; + } + .sm\:prose h1 { + color: #111827; + font-weight: 600; + font-size: 2.25em; + margin-top: 0; + margin-bottom: 0.8888889em; + line-height: 1.1111111; + } + .sm\:prose h2 { + color: #111827; + font-weight: 600; + font-size: 1.5em; + margin-top: 2em; + margin-bottom: 1em; + line-height: 1.3333333; + } + .sm\:prose h3 { + color: #111827; + font-weight: 600; + font-size: 1.25em; + margin-top: 1.6em; + margin-bottom: 0.6em; + line-height: 1.6; + } + .sm\:prose h4 { + color: #111827; + font-weight: 600; + margin-top: 1.5em; + margin-bottom: 0.5em; + line-height: 1.5; + } + .sm\:prose figure figcaption { + color: #6b7280; + font-size: 0.875em; + line-height: 1.4285714; + margin-top: 0.8571429em; + } + .sm\:prose code { + color: #111827; + font-weight: 600; + font-size: 0.875em; + } + .sm\:prose code::before { + content: "`"; + } + .sm\:prose code::after { + content: "`"; + } + .sm\:prose a code { + color: #111827; + } + .sm\:prose pre { + color: #e5e7eb; + background-color: #1f2937; + overflow-x: auto; + font-size: 0.875em; + line-height: 1.7142857; + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + border-radius: 0.375rem; + padding-top: 0.8571429em; + padding-right: 1.1428571em; + padding-bottom: 0.8571429em; + padding-left: 1.1428571em; + } + .sm\:prose pre code { + background-color: transparent; + border-width: 0; + border-radius: 0; + padding: 0; + font-weight: 400; + color: inherit; + font-size: inherit; + font-family: inherit; + line-height: inherit; + } + .sm\:prose pre code::before { + content: none; + } + .sm\:prose pre code::after { + content: none; + } + .sm\:prose table { + width: 100%; + table-layout: auto; + text-align: left; + margin-top: 2em; + margin-bottom: 2em; + font-size: 0.875em; + line-height: 1.7142857; + } + .sm\:prose thead { + color: #111827; + font-weight: 600; + border-bottom-width: 1px; + border-bottom-color: #d1d5db; + } + .sm\:prose thead th { + vertical-align: bottom; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; + } + .sm\:prose tbody tr { + border-bottom-width: 1px; + border-bottom-color: #e5e7eb; + } + .sm\:prose tbody tr:last-child { + border-bottom-width: 0; + } + .sm\:prose tbody td { + vertical-align: top; + padding-top: 0.5714286em; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; + } + .sm\:prose { + font-size: 1rem; + line-height: 1.75; + } + .sm\:prose p { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .sm\:prose img { + margin-top: 2em; + margin-bottom: 2em; + } + .sm\:prose video { + margin-top: 2em; + margin-bottom: 2em; + } + .sm\:prose figure { + margin-top: 2em; + margin-bottom: 2em; + } + .sm\:prose figure > * { + margin-top: 0; + margin-bottom: 0; + } + .sm\:prose h2 code { + font-size: 0.875em; + } + .sm\:prose h3 code { + font-size: 0.9em; + } + .sm\:prose ol { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .sm\:prose ul { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .sm\:prose li { + margin-top: 0.5em; + margin-bottom: 0.5em; + } + .sm\:prose > ul > li p { + margin-top: 0.75em; + margin-bottom: 0.75em; + } + .sm\:prose > ul > li > :first-child { + margin-top: 1.25em; + } + .sm\:prose > ul > li > :last-child { + margin-bottom: 1.25em; + } + .sm\:prose > ol > li > :first-child { + margin-top: 1.25em; + } + .sm\:prose > ol > li > :last-child { + margin-bottom: 1.25em; + } + .sm\:prose ol ol, + .sm\:prose ol ul, + .sm\:prose ul ol, + .sm\:prose ul ul { + margin-top: 0.75em; + margin-bottom: 0.75em; + } + .sm\:prose hr + * { + margin-top: 0; + } + .sm\:prose h2 + * { + margin-top: 0; + } + .sm\:prose h3 + * { + margin-top: 0; + } + .sm\:prose h4 + * { + margin-top: 0; + } + .sm\:prose thead th:first-child { + padding-left: 0; + } + .sm\:prose thead th:last-child { + padding-right: 0; + } + .sm\:prose tbody td:first-child { + padding-left: 0; + } + .sm\:prose tbody td:last-child { + padding-right: 0; + } + .sm\:prose > :first-child { + margin-top: 0; + } + .sm\:prose > :last-child { + margin-bottom: 0; + } + .sm\:prose-sm { + font-size: 0.875rem; + line-height: 1.7142857; + } + .sm\:prose-sm p { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .sm\:prose-sm [class~="lead"] { + font-size: 1.2857143em; + line-height: 1.5555556; + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .sm\:prose-sm blockquote { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + padding-left: 1.1111111em; + } + .sm\:prose-sm h1 { + font-size: 2.1428571em; + margin-top: 0; + margin-bottom: 0.8em; + line-height: 1.2; + } + .sm\:prose-sm h2 { + font-size: 1.4285714em; + margin-top: 1.6em; + margin-bottom: 0.8em; + line-height: 1.4; + } + .sm\:prose-sm h3 { + font-size: 1.2857143em; + margin-top: 1.5555556em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; + } + .sm\:prose-sm h4 { + margin-top: 1.4285714em; + margin-bottom: 0.5714286em; + line-height: 1.4285714; + } + .sm\:prose-sm img { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .sm\:prose-sm video { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .sm\:prose-sm figure { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .sm\:prose-sm figure > * { + margin-top: 0; + margin-bottom: 0; + } + .sm\:prose-sm figure figcaption { + font-size: 0.8571429em; + line-height: 1.3333333; + margin-top: 0.6666667em; + } + .sm\:prose-sm code { + font-size: 0.8571429em; + } + .sm\:prose-sm h2 code { + font-size: 0.9em; + } + .sm\:prose-sm h3 code { + font-size: 0.8888889em; + } + .sm\:prose-sm pre { + font-size: 0.8571429em; + line-height: 1.6666667; + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + border-radius: 0.25rem; + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .sm\:prose-sm ol { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .sm\:prose-sm ul { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .sm\:prose-sm li { + margin-top: 0.2857143em; + margin-bottom: 0.2857143em; + } + .sm\:prose-sm ol > li { + padding-left: 1.5714286em; + } + .sm\:prose-sm ol > li::before { + left: 0; + } + .sm\:prose-sm ul > li { + padding-left: 1.5714286em; + } + .sm\:prose-sm ul > li::before { + height: 0.3571429em; + width: 0.3571429em; + top: calc(0.8571429em - 0.1785714em); + left: 0.2142857em; + } + .sm\:prose-sm > ul > li p { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; + } + .sm\:prose-sm > ul > li > :first-child { + margin-top: 1.1428571em; + } + .sm\:prose-sm > ul > li > :last-child { + margin-bottom: 1.1428571em; + } + .sm\:prose-sm > ol > li > :first-child { + margin-top: 1.1428571em; + } + .sm\:prose-sm > ol > li > :last-child { + margin-bottom: 1.1428571em; + } + .sm\:prose-sm ol ol, + .sm\:prose-sm ol ul, + .sm\:prose-sm ul ol, + .sm\:prose-sm ul ul { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; + } + .sm\:prose-sm hr { + margin-top: 2.8571429em; + margin-bottom: 2.8571429em; + } + .sm\:prose-sm hr + * { + margin-top: 0; + } + .sm\:prose-sm h2 + * { + margin-top: 0; + } + .sm\:prose-sm h3 + * { + margin-top: 0; + } + .sm\:prose-sm h4 + * { + margin-top: 0; + } + .sm\:prose-sm table { + font-size: 0.8571429em; + line-height: 1.5; + } + .sm\:prose-sm thead th { + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .sm\:prose-sm thead th:first-child { + padding-left: 0; + } + .sm\:prose-sm thead th:last-child { + padding-right: 0; + } + .sm\:prose-sm tbody td { + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .sm\:prose-sm tbody td:first-child { + padding-left: 0; + } + .sm\:prose-sm tbody td:last-child { + padding-right: 0; + } + .sm\:prose-sm > :first-child { + margin-top: 0; + } + .sm\:prose-sm > :last-child { + margin-bottom: 0; + } + .sm\:prose-lg { + font-size: 1.125rem; + line-height: 1.7777778; + } + .sm\:prose-lg p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .sm\:prose-lg [class~="lead"] { + font-size: 1.2222222em; + line-height: 1.4545455; + margin-top: 1.0909091em; + margin-bottom: 1.0909091em; + } + .sm\:prose-lg blockquote { + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + padding-left: 1em; + } + .sm\:prose-lg h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.8333333em; + line-height: 1; + } + .sm\:prose-lg h2 { + font-size: 1.6666667em; + margin-top: 1.8666667em; + margin-bottom: 1.0666667em; + line-height: 1.3333333; + } + .sm\:prose-lg h3 { + font-size: 1.3333333em; + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; + } + .sm\:prose-lg h4 { + margin-top: 1.7777778em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; + } + .sm\:prose-lg img { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .sm\:prose-lg video { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .sm\:prose-lg figure { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .sm\:prose-lg figure > * { + margin-top: 0; + margin-bottom: 0; + } + .sm\:prose-lg figure figcaption { + font-size: 0.8888889em; + line-height: 1.5; + margin-top: 1em; + } + .sm\:prose-lg code { + font-size: 0.8888889em; + } + .sm\:prose-lg h2 code { + font-size: 0.8666667em; + } + .sm\:prose-lg h3 code { + font-size: 0.875em; + } + .sm\:prose-lg pre { + font-size: 0.8888889em; + line-height: 1.75; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.375rem; + padding-top: 1em; + padding-right: 1.5em; + padding-bottom: 1em; + padding-left: 1.5em; + } + .sm\:prose-lg ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .sm\:prose-lg ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .sm\:prose-lg li { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; + } + .sm\:prose-lg ol > li { + padding-left: 1.6666667em; + } + .sm\:prose-lg ol > li::before { + left: 0; + } + .sm\:prose-lg ul > li { + padding-left: 1.6666667em; + } + .sm\:prose-lg ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8888889em - 0.1666667em); + left: 0.2222222em; + } + .sm\:prose-lg > ul > li p { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .sm\:prose-lg > ul > li > :first-child { + margin-top: 1.3333333em; + } + .sm\:prose-lg > ul > li > :last-child { + margin-bottom: 1.3333333em; + } + .sm\:prose-lg > ol > li > :first-child { + margin-top: 1.3333333em; + } + .sm\:prose-lg > ol > li > :last-child { + margin-bottom: 1.3333333em; + } + .sm\:prose-lg ol ol, + .sm\:prose-lg ol ul, + .sm\:prose-lg ul ol, + .sm\:prose-lg ul ul { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .sm\:prose-lg hr { + margin-top: 3.1111111em; + margin-bottom: 3.1111111em; + } + .sm\:prose-lg hr + * { + margin-top: 0; + } + .sm\:prose-lg h2 + * { + margin-top: 0; + } + .sm\:prose-lg h3 + * { + margin-top: 0; + } + .sm\:prose-lg h4 + * { + margin-top: 0; + } + .sm\:prose-lg table { + font-size: 0.8888889em; + line-height: 1.5; + } + .sm\:prose-lg thead th { + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; + } + .sm\:prose-lg thead th:first-child { + padding-left: 0; + } + .sm\:prose-lg thead th:last-child { + padding-right: 0; + } + .sm\:prose-lg tbody td { + padding-top: 0.75em; + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; + } + .sm\:prose-lg tbody td:first-child { + padding-left: 0; + } + .sm\:prose-lg tbody td:last-child { + padding-right: 0; + } + .sm\:prose-lg > :first-child { + margin-top: 0; + } + .sm\:prose-lg > :last-child { + margin-bottom: 0; + } + .sm\:prose-xl { + font-size: 1.25rem; + line-height: 1.8; + } + .sm\:prose-xl p { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .sm\:prose-xl [class~="lead"] { + font-size: 1.2em; + line-height: 1.5; + margin-top: 1em; + margin-bottom: 1em; + } + .sm\:prose-xl blockquote { + margin-top: 1.6em; + margin-bottom: 1.6em; + padding-left: 1.0666667em; + } + .sm\:prose-xl h1 { + font-size: 2.8em; + margin-top: 0; + margin-bottom: 0.8571429em; + line-height: 1; + } + .sm\:prose-xl h2 { + font-size: 1.8em; + margin-top: 1.5555556em; + margin-bottom: 0.8888889em; + line-height: 1.1111111; + } + .sm\:prose-xl h3 { + font-size: 1.5em; + margin-top: 1.6em; + margin-bottom: 0.6666667em; + line-height: 1.3333333; + } + .sm\:prose-xl h4 { + margin-top: 1.8em; + margin-bottom: 0.6em; + line-height: 1.6; + } + .sm\:prose-xl img { + margin-top: 2em; + margin-bottom: 2em; + } + .sm\:prose-xl video { + margin-top: 2em; + margin-bottom: 2em; + } + .sm\:prose-xl figure { + margin-top: 2em; + margin-bottom: 2em; + } + .sm\:prose-xl figure > * { + margin-top: 0; + margin-bottom: 0; + } + .sm\:prose-xl figure figcaption { + font-size: 0.9em; + line-height: 1.5555556; + margin-top: 1em; + } + .sm\:prose-xl code { + font-size: 0.9em; + } + .sm\:prose-xl h2 code { + font-size: 0.8611111em; + } + .sm\:prose-xl h3 code { + font-size: 0.9em; + } + .sm\:prose-xl pre { + font-size: 0.9em; + line-height: 1.7777778; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.1111111em; + padding-right: 1.3333333em; + padding-bottom: 1.1111111em; + padding-left: 1.3333333em; + } + .sm\:prose-xl ol { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .sm\:prose-xl ul { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .sm\:prose-xl li { + margin-top: 0.6em; + margin-bottom: 0.6em; + } + .sm\:prose-xl ol > li { + padding-left: 1.8em; + } + .sm\:prose-xl ol > li::before { + left: 0; + } + .sm\:prose-xl ul > li { + padding-left: 1.8em; + } + .sm\:prose-xl ul > li::before { + width: 0.35em; + height: 0.35em; + top: calc(0.9em - 0.175em); + left: 0.25em; + } + .sm\:prose-xl > ul > li p { + margin-top: 0.8em; + margin-bottom: 0.8em; + } + .sm\:prose-xl > ul > li > :first-child { + margin-top: 1.2em; + } + .sm\:prose-xl > ul > li > :last-child { + margin-bottom: 1.2em; + } + .sm\:prose-xl > ol > li > :first-child { + margin-top: 1.2em; + } + .sm\:prose-xl > ol > li > :last-child { + margin-bottom: 1.2em; + } + .sm\:prose-xl ol ol, + .sm\:prose-xl ol ul, + .sm\:prose-xl ul ol, + .sm\:prose-xl ul ul { + margin-top: 0.8em; + margin-bottom: 0.8em; + } + .sm\:prose-xl hr { + margin-top: 2.8em; + margin-bottom: 2.8em; + } + .sm\:prose-xl hr + * { + margin-top: 0; + } + .sm\:prose-xl h2 + * { + margin-top: 0; + } + .sm\:prose-xl h3 + * { + margin-top: 0; + } + .sm\:prose-xl h4 + * { + margin-top: 0; + } + .sm\:prose-xl table { + font-size: 0.9em; + line-height: 1.5555556; + } + .sm\:prose-xl thead th { + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; + } + .sm\:prose-xl thead th:first-child { + padding-left: 0; + } + .sm\:prose-xl thead th:last-child { + padding-right: 0; + } + .sm\:prose-xl tbody td { + padding-top: 0.8888889em; + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; + } + .sm\:prose-xl tbody td:first-child { + padding-left: 0; + } + .sm\:prose-xl tbody td:last-child { + padding-right: 0; + } + .sm\:prose-xl > :first-child { + margin-top: 0; + } + .sm\:prose-xl > :last-child { + margin-bottom: 0; + } + .sm\:prose-2xl { + font-size: 1.5rem; + line-height: 1.6666667; + } + .sm\:prose-2xl p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .sm\:prose-2xl [class~="lead"] { + font-size: 1.25em; + line-height: 1.4666667; + margin-top: 1.0666667em; + margin-bottom: 1.0666667em; + } + .sm\:prose-2xl blockquote { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + padding-left: 1.1111111em; + } + .sm\:prose-2xl h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.875em; + line-height: 1; + } + .sm\:prose-2xl h2 { + font-size: 2em; + margin-top: 1.5em; + margin-bottom: 0.8333333em; + line-height: 1.0833333; + } + .sm\:prose-2xl h3 { + font-size: 1.5em; + margin-top: 1.5555556em; + margin-bottom: 0.6666667em; + line-height: 1.2222222; + } + .sm\:prose-2xl h4 { + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; + } + .sm\:prose-2xl img { + margin-top: 2em; + margin-bottom: 2em; + } + .sm\:prose-2xl video { + margin-top: 2em; + margin-bottom: 2em; + } + .sm\:prose-2xl figure { + margin-top: 2em; + margin-bottom: 2em; + } + .sm\:prose-2xl figure > * { + margin-top: 0; + margin-bottom: 0; + } + .sm\:prose-2xl figure figcaption { + font-size: 0.8333333em; + line-height: 1.6; + margin-top: 1em; + } + .sm\:prose-2xl code { + font-size: 0.8333333em; + } + .sm\:prose-2xl h2 code { + font-size: 0.875em; + } + .sm\:prose-2xl h3 code { + font-size: 0.8888889em; + } + .sm\:prose-2xl pre { + font-size: 0.8333333em; + line-height: 1.8; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.2em; + padding-right: 1.6em; + padding-bottom: 1.2em; + padding-left: 1.6em; + } + .sm\:prose-2xl ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .sm\:prose-2xl ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .sm\:prose-2xl li { + margin-top: 0.5em; + margin-bottom: 0.5em; + } + .sm\:prose-2xl ol > li { + padding-left: 1.6666667em; + } + .sm\:prose-2xl ol > li::before { + left: 0; + } + .sm\:prose-2xl ul > li { + padding-left: 1.6666667em; + } + .sm\:prose-2xl ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8333333em - 0.1666667em); + left: 0.25em; + } + .sm\:prose-2xl > ul > li p { + margin-top: 0.8333333em; + margin-bottom: 0.8333333em; + } + .sm\:prose-2xl > ul > li > :first-child { + margin-top: 1.3333333em; + } + .sm\:prose-2xl > ul > li > :last-child { + margin-bottom: 1.3333333em; + } + .sm\:prose-2xl > ol > li > :first-child { + margin-top: 1.3333333em; + } + .sm\:prose-2xl > ol > li > :last-child { + margin-bottom: 1.3333333em; + } + .sm\:prose-2xl ol ol, + .sm\:prose-2xl ol ul, + .sm\:prose-2xl ul ol, + .sm\:prose-2xl ul ul { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; + } + .sm\:prose-2xl hr { + margin-top: 3em; + margin-bottom: 3em; + } + .sm\:prose-2xl hr + * { + margin-top: 0; + } + .sm\:prose-2xl h2 + * { + margin-top: 0; + } + .sm\:prose-2xl h3 + * { + margin-top: 0; + } + .sm\:prose-2xl h4 + * { + margin-top: 0; + } + .sm\:prose-2xl table { + font-size: 0.8333333em; + line-height: 1.4; + } + .sm\:prose-2xl thead th { + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; + } + .sm\:prose-2xl thead th:first-child { + padding-left: 0; + } + .sm\:prose-2xl thead th:last-child { + padding-right: 0; + } + .sm\:prose-2xl tbody td { + padding-top: 0.8em; + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; + } + .sm\:prose-2xl tbody td:first-child { + padding-left: 0; + } + .sm\:prose-2xl tbody td:last-child { + padding-right: 0; + } + .sm\:prose-2xl > :first-child { + margin-top: 0; + } + .sm\:prose-2xl > :last-child { + margin-bottom: 0; + } + .sm\:prose-red a { + color: #dc2626; + } + .sm\:prose-red a code { + color: #dc2626; + } + .sm\:prose-yellow a { + color: #d97706; + } + .sm\:prose-yellow a code { + color: #d97706; + } + .sm\:prose-green a { + color: #059669; + } + .sm\:prose-green a code { + color: #059669; + } + .sm\:prose-blue a { + color: #2563eb; + } + .sm\:prose-blue a code { + color: #2563eb; + } + .sm\:prose-indigo a { + color: #4f46e5; + } + .sm\:prose-indigo a code { + color: #4f46e5; + } + .sm\:prose-purple a { + color: #7c3aed; + } + .sm\:prose-purple a code { + color: #7c3aed; + } + .sm\:prose-pink a { + color: #db2777; + } + .sm\:prose-pink a code { + color: #db2777; + } +} +@media (min-width: 768px) { + .md\:prose { + color: #374151; + max-width: 65ch; + } + .md\:prose [class~="lead"] { + color: #4b5563; + font-size: 1.25em; + line-height: 1.6; + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .md\:prose a { + color: #111827; + text-decoration: underline; + font-weight: 500; + } + .md\:prose strong { + color: #111827; + font-weight: 600; + } + .md\:prose ol[type="A"] { + --list-counter-style: upper-alpha; + } + .md\:prose ol[type="a"] { + --list-counter-style: lower-alpha; + } + .md\:prose ol[type="A"s] { + --list-counter-style: upper-alpha; + } + .md\:prose ol[type="a"s] { + --list-counter-style: lower-alpha; + } + .md\:prose ol[type="I"] { + --list-counter-style: upper-roman; + } + .md\:prose ol[type="i"] { + --list-counter-style: lower-roman; + } + .md\:prose ol[type="I"s] { + --list-counter-style: upper-roman; + } + .md\:prose ol[type="i"s] { + --list-counter-style: lower-roman; + } + .md\:prose ol[type="1"] { + --list-counter-style: decimal; + } + .md\:prose ol > li { + position: relative; + padding-left: 1.75em; + } + .md\:prose ol > li::before { + content: counter(list-item, var(--list-counter-style, decimal)) "."; + position: absolute; + font-weight: 400; + color: #6b7280; + left: 0; + } + .md\:prose ul > li { + position: relative; + padding-left: 1.75em; + } + .md\:prose ul > li::before { + content: ""; + position: absolute; + background-color: #d1d5db; + border-radius: 50%; + width: 0.375em; + height: 0.375em; + top: calc(0.875em - 0.1875em); + left: 0.25em; + } + .md\:prose hr { + border-color: #e5e7eb; + border-top-width: 1px; + margin-top: 3em; + margin-bottom: 3em; + } + .md\:prose blockquote { + font-weight: 500; + font-style: italic; + color: #111827; + border-left-width: 0.25rem; + border-left-color: #e5e7eb; + quotes: "\201C""\201D""\2018""\2019"; + margin-top: 1.6em; + margin-bottom: 1.6em; + padding-left: 1em; + } + .md\:prose blockquote p:first-of-type::before { + content: open-quote; + } + .md\:prose blockquote p:last-of-type::after { + content: close-quote; + } + .md\:prose h1 { + color: #111827; + font-weight: 600; + font-size: 2.25em; + margin-top: 0; + margin-bottom: 0.8888889em; + line-height: 1.1111111; + } + .md\:prose h2 { + color: #111827; + font-weight: 600; + font-size: 1.5em; + margin-top: 2em; + margin-bottom: 1em; + line-height: 1.3333333; + } + .md\:prose h3 { + color: #111827; + font-weight: 600; + font-size: 1.25em; + margin-top: 1.6em; + margin-bottom: 0.6em; + line-height: 1.6; + } + .md\:prose h4 { + color: #111827; + font-weight: 600; + margin-top: 1.5em; + margin-bottom: 0.5em; + line-height: 1.5; + } + .md\:prose figure figcaption { + color: #6b7280; + font-size: 0.875em; + line-height: 1.4285714; + margin-top: 0.8571429em; + } + .md\:prose code { + color: #111827; + font-weight: 600; + font-size: 0.875em; + } + .md\:prose code::before { + content: "`"; + } + .md\:prose code::after { + content: "`"; + } + .md\:prose a code { + color: #111827; + } + .md\:prose pre { + color: #e5e7eb; + background-color: #1f2937; + overflow-x: auto; + font-size: 0.875em; + line-height: 1.7142857; + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + border-radius: 0.375rem; + padding-top: 0.8571429em; + padding-right: 1.1428571em; + padding-bottom: 0.8571429em; + padding-left: 1.1428571em; + } + .md\:prose pre code { + background-color: transparent; + border-width: 0; + border-radius: 0; + padding: 0; + font-weight: 400; + color: inherit; + font-size: inherit; + font-family: inherit; + line-height: inherit; + } + .md\:prose pre code::before { + content: none; + } + .md\:prose pre code::after { + content: none; + } + .md\:prose table { + width: 100%; + table-layout: auto; + text-align: left; + margin-top: 2em; + margin-bottom: 2em; + font-size: 0.875em; + line-height: 1.7142857; + } + .md\:prose thead { + color: #111827; + font-weight: 600; + border-bottom-width: 1px; + border-bottom-color: #d1d5db; + } + .md\:prose thead th { + vertical-align: bottom; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; + } + .md\:prose tbody tr { + border-bottom-width: 1px; + border-bottom-color: #e5e7eb; + } + .md\:prose tbody tr:last-child { + border-bottom-width: 0; + } + .md\:prose tbody td { + vertical-align: top; + padding-top: 0.5714286em; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; + } + .md\:prose { + font-size: 1rem; + line-height: 1.75; + } + .md\:prose p { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .md\:prose img { + margin-top: 2em; + margin-bottom: 2em; + } + .md\:prose video { + margin-top: 2em; + margin-bottom: 2em; + } + .md\:prose figure { + margin-top: 2em; + margin-bottom: 2em; + } + .md\:prose figure > * { + margin-top: 0; + margin-bottom: 0; + } + .md\:prose h2 code { + font-size: 0.875em; + } + .md\:prose h3 code { + font-size: 0.9em; + } + .md\:prose ol { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .md\:prose ul { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .md\:prose li { + margin-top: 0.5em; + margin-bottom: 0.5em; + } + .md\:prose > ul > li p { + margin-top: 0.75em; + margin-bottom: 0.75em; + } + .md\:prose > ul > li > :first-child { + margin-top: 1.25em; + } + .md\:prose > ul > li > :last-child { + margin-bottom: 1.25em; + } + .md\:prose > ol > li > :first-child { + margin-top: 1.25em; + } + .md\:prose > ol > li > :last-child { + margin-bottom: 1.25em; + } + .md\:prose ol ol, + .md\:prose ol ul, + .md\:prose ul ol, + .md\:prose ul ul { + margin-top: 0.75em; + margin-bottom: 0.75em; + } + .md\:prose hr + * { + margin-top: 0; + } + .md\:prose h2 + * { + margin-top: 0; + } + .md\:prose h3 + * { + margin-top: 0; + } + .md\:prose h4 + * { + margin-top: 0; + } + .md\:prose thead th:first-child { + padding-left: 0; + } + .md\:prose thead th:last-child { + padding-right: 0; + } + .md\:prose tbody td:first-child { + padding-left: 0; + } + .md\:prose tbody td:last-child { + padding-right: 0; + } + .md\:prose > :first-child { + margin-top: 0; + } + .md\:prose > :last-child { + margin-bottom: 0; + } + .md\:prose-sm { + font-size: 0.875rem; + line-height: 1.7142857; + } + .md\:prose-sm p { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .md\:prose-sm [class~="lead"] { + font-size: 1.2857143em; + line-height: 1.5555556; + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .md\:prose-sm blockquote { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + padding-left: 1.1111111em; + } + .md\:prose-sm h1 { + font-size: 2.1428571em; + margin-top: 0; + margin-bottom: 0.8em; + line-height: 1.2; + } + .md\:prose-sm h2 { + font-size: 1.4285714em; + margin-top: 1.6em; + margin-bottom: 0.8em; + line-height: 1.4; + } + .md\:prose-sm h3 { + font-size: 1.2857143em; + margin-top: 1.5555556em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; + } + .md\:prose-sm h4 { + margin-top: 1.4285714em; + margin-bottom: 0.5714286em; + line-height: 1.4285714; + } + .md\:prose-sm img { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .md\:prose-sm video { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .md\:prose-sm figure { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .md\:prose-sm figure > * { + margin-top: 0; + margin-bottom: 0; + } + .md\:prose-sm figure figcaption { + font-size: 0.8571429em; + line-height: 1.3333333; + margin-top: 0.6666667em; + } + .md\:prose-sm code { + font-size: 0.8571429em; + } + .md\:prose-sm h2 code { + font-size: 0.9em; + } + .md\:prose-sm h3 code { + font-size: 0.8888889em; + } + .md\:prose-sm pre { + font-size: 0.8571429em; + line-height: 1.6666667; + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + border-radius: 0.25rem; + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .md\:prose-sm ol { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .md\:prose-sm ul { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .md\:prose-sm li { + margin-top: 0.2857143em; + margin-bottom: 0.2857143em; + } + .md\:prose-sm ol > li { + padding-left: 1.5714286em; + } + .md\:prose-sm ol > li::before { + left: 0; + } + .md\:prose-sm ul > li { + padding-left: 1.5714286em; + } + .md\:prose-sm ul > li::before { + height: 0.3571429em; + width: 0.3571429em; + top: calc(0.8571429em - 0.1785714em); + left: 0.2142857em; + } + .md\:prose-sm > ul > li p { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; + } + .md\:prose-sm > ul > li > :first-child { + margin-top: 1.1428571em; + } + .md\:prose-sm > ul > li > :last-child { + margin-bottom: 1.1428571em; + } + .md\:prose-sm > ol > li > :first-child { + margin-top: 1.1428571em; + } + .md\:prose-sm > ol > li > :last-child { + margin-bottom: 1.1428571em; + } + .md\:prose-sm ol ol, + .md\:prose-sm ol ul, + .md\:prose-sm ul ol, + .md\:prose-sm ul ul { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; + } + .md\:prose-sm hr { + margin-top: 2.8571429em; + margin-bottom: 2.8571429em; + } + .md\:prose-sm hr + * { + margin-top: 0; + } + .md\:prose-sm h2 + * { + margin-top: 0; + } + .md\:prose-sm h3 + * { + margin-top: 0; + } + .md\:prose-sm h4 + * { + margin-top: 0; + } + .md\:prose-sm table { + font-size: 0.8571429em; + line-height: 1.5; + } + .md\:prose-sm thead th { + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .md\:prose-sm thead th:first-child { + padding-left: 0; + } + .md\:prose-sm thead th:last-child { + padding-right: 0; + } + .md\:prose-sm tbody td { + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .md\:prose-sm tbody td:first-child { + padding-left: 0; + } + .md\:prose-sm tbody td:last-child { + padding-right: 0; + } + .md\:prose-sm > :first-child { + margin-top: 0; + } + .md\:prose-sm > :last-child { + margin-bottom: 0; + } + .md\:prose-lg { + font-size: 1.125rem; + line-height: 1.7777778; + } + .md\:prose-lg p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .md\:prose-lg [class~="lead"] { + font-size: 1.2222222em; + line-height: 1.4545455; + margin-top: 1.0909091em; + margin-bottom: 1.0909091em; + } + .md\:prose-lg blockquote { + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + padding-left: 1em; + } + .md\:prose-lg h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.8333333em; + line-height: 1; + } + .md\:prose-lg h2 { + font-size: 1.6666667em; + margin-top: 1.8666667em; + margin-bottom: 1.0666667em; + line-height: 1.3333333; + } + .md\:prose-lg h3 { + font-size: 1.3333333em; + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; + } + .md\:prose-lg h4 { + margin-top: 1.7777778em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; + } + .md\:prose-lg img { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .md\:prose-lg video { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .md\:prose-lg figure { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .md\:prose-lg figure > * { + margin-top: 0; + margin-bottom: 0; + } + .md\:prose-lg figure figcaption { + font-size: 0.8888889em; + line-height: 1.5; + margin-top: 1em; + } + .md\:prose-lg code { + font-size: 0.8888889em; + } + .md\:prose-lg h2 code { + font-size: 0.8666667em; + } + .md\:prose-lg h3 code { + font-size: 0.875em; + } + .md\:prose-lg pre { + font-size: 0.8888889em; + line-height: 1.75; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.375rem; + padding-top: 1em; + padding-right: 1.5em; + padding-bottom: 1em; + padding-left: 1.5em; + } + .md\:prose-lg ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .md\:prose-lg ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .md\:prose-lg li { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; + } + .md\:prose-lg ol > li { + padding-left: 1.6666667em; + } + .md\:prose-lg ol > li::before { + left: 0; + } + .md\:prose-lg ul > li { + padding-left: 1.6666667em; + } + .md\:prose-lg ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8888889em - 0.1666667em); + left: 0.2222222em; + } + .md\:prose-lg > ul > li p { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .md\:prose-lg > ul > li > :first-child { + margin-top: 1.3333333em; + } + .md\:prose-lg > ul > li > :last-child { + margin-bottom: 1.3333333em; + } + .md\:prose-lg > ol > li > :first-child { + margin-top: 1.3333333em; + } + .md\:prose-lg > ol > li > :last-child { + margin-bottom: 1.3333333em; + } + .md\:prose-lg ol ol, + .md\:prose-lg ol ul, + .md\:prose-lg ul ol, + .md\:prose-lg ul ul { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .md\:prose-lg hr { + margin-top: 3.1111111em; + margin-bottom: 3.1111111em; + } + .md\:prose-lg hr + * { + margin-top: 0; + } + .md\:prose-lg h2 + * { + margin-top: 0; + } + .md\:prose-lg h3 + * { + margin-top: 0; + } + .md\:prose-lg h4 + * { + margin-top: 0; + } + .md\:prose-lg table { + font-size: 0.8888889em; + line-height: 1.5; + } + .md\:prose-lg thead th { + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; + } + .md\:prose-lg thead th:first-child { + padding-left: 0; + } + .md\:prose-lg thead th:last-child { + padding-right: 0; + } + .md\:prose-lg tbody td { + padding-top: 0.75em; + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; + } + .md\:prose-lg tbody td:first-child { + padding-left: 0; + } + .md\:prose-lg tbody td:last-child { + padding-right: 0; + } + .md\:prose-lg > :first-child { + margin-top: 0; + } + .md\:prose-lg > :last-child { + margin-bottom: 0; + } + .md\:prose-xl { + font-size: 1.25rem; + line-height: 1.8; + } + .md\:prose-xl p { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .md\:prose-xl [class~="lead"] { + font-size: 1.2em; + line-height: 1.5; + margin-top: 1em; + margin-bottom: 1em; + } + .md\:prose-xl blockquote { + margin-top: 1.6em; + margin-bottom: 1.6em; + padding-left: 1.0666667em; + } + .md\:prose-xl h1 { + font-size: 2.8em; + margin-top: 0; + margin-bottom: 0.8571429em; + line-height: 1; + } + .md\:prose-xl h2 { + font-size: 1.8em; + margin-top: 1.5555556em; + margin-bottom: 0.8888889em; + line-height: 1.1111111; + } + .md\:prose-xl h3 { + font-size: 1.5em; + margin-top: 1.6em; + margin-bottom: 0.6666667em; + line-height: 1.3333333; + } + .md\:prose-xl h4 { + margin-top: 1.8em; + margin-bottom: 0.6em; + line-height: 1.6; + } + .md\:prose-xl img { + margin-top: 2em; + margin-bottom: 2em; + } + .md\:prose-xl video { + margin-top: 2em; + margin-bottom: 2em; + } + .md\:prose-xl figure { + margin-top: 2em; + margin-bottom: 2em; + } + .md\:prose-xl figure > * { + margin-top: 0; + margin-bottom: 0; + } + .md\:prose-xl figure figcaption { + font-size: 0.9em; + line-height: 1.5555556; + margin-top: 1em; + } + .md\:prose-xl code { + font-size: 0.9em; + } + .md\:prose-xl h2 code { + font-size: 0.8611111em; + } + .md\:prose-xl h3 code { + font-size: 0.9em; + } + .md\:prose-xl pre { + font-size: 0.9em; + line-height: 1.7777778; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.1111111em; + padding-right: 1.3333333em; + padding-bottom: 1.1111111em; + padding-left: 1.3333333em; + } + .md\:prose-xl ol { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .md\:prose-xl ul { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .md\:prose-xl li { + margin-top: 0.6em; + margin-bottom: 0.6em; + } + .md\:prose-xl ol > li { + padding-left: 1.8em; + } + .md\:prose-xl ol > li::before { + left: 0; + } + .md\:prose-xl ul > li { + padding-left: 1.8em; + } + .md\:prose-xl ul > li::before { + width: 0.35em; + height: 0.35em; + top: calc(0.9em - 0.175em); + left: 0.25em; + } + .md\:prose-xl > ul > li p { + margin-top: 0.8em; + margin-bottom: 0.8em; + } + .md\:prose-xl > ul > li > :first-child { + margin-top: 1.2em; + } + .md\:prose-xl > ul > li > :last-child { + margin-bottom: 1.2em; + } + .md\:prose-xl > ol > li > :first-child { + margin-top: 1.2em; + } + .md\:prose-xl > ol > li > :last-child { + margin-bottom: 1.2em; + } + .md\:prose-xl ol ol, + .md\:prose-xl ol ul, + .md\:prose-xl ul ol, + .md\:prose-xl ul ul { + margin-top: 0.8em; + margin-bottom: 0.8em; + } + .md\:prose-xl hr { + margin-top: 2.8em; + margin-bottom: 2.8em; + } + .md\:prose-xl hr + * { + margin-top: 0; + } + .md\:prose-xl h2 + * { + margin-top: 0; + } + .md\:prose-xl h3 + * { + margin-top: 0; + } + .md\:prose-xl h4 + * { + margin-top: 0; + } + .md\:prose-xl table { + font-size: 0.9em; + line-height: 1.5555556; + } + .md\:prose-xl thead th { + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; + } + .md\:prose-xl thead th:first-child { + padding-left: 0; + } + .md\:prose-xl thead th:last-child { + padding-right: 0; + } + .md\:prose-xl tbody td { + padding-top: 0.8888889em; + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; + } + .md\:prose-xl tbody td:first-child { + padding-left: 0; + } + .md\:prose-xl tbody td:last-child { + padding-right: 0; + } + .md\:prose-xl > :first-child { + margin-top: 0; + } + .md\:prose-xl > :last-child { + margin-bottom: 0; + } + .md\:prose-2xl { + font-size: 1.5rem; + line-height: 1.6666667; + } + .md\:prose-2xl p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .md\:prose-2xl [class~="lead"] { + font-size: 1.25em; + line-height: 1.4666667; + margin-top: 1.0666667em; + margin-bottom: 1.0666667em; + } + .md\:prose-2xl blockquote { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + padding-left: 1.1111111em; + } + .md\:prose-2xl h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.875em; + line-height: 1; + } + .md\:prose-2xl h2 { + font-size: 2em; + margin-top: 1.5em; + margin-bottom: 0.8333333em; + line-height: 1.0833333; + } + .md\:prose-2xl h3 { + font-size: 1.5em; + margin-top: 1.5555556em; + margin-bottom: 0.6666667em; + line-height: 1.2222222; + } + .md\:prose-2xl h4 { + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; + } + .md\:prose-2xl img { + margin-top: 2em; + margin-bottom: 2em; + } + .md\:prose-2xl video { + margin-top: 2em; + margin-bottom: 2em; + } + .md\:prose-2xl figure { + margin-top: 2em; + margin-bottom: 2em; + } + .md\:prose-2xl figure > * { + margin-top: 0; + margin-bottom: 0; + } + .md\:prose-2xl figure figcaption { + font-size: 0.8333333em; + line-height: 1.6; + margin-top: 1em; + } + .md\:prose-2xl code { + font-size: 0.8333333em; + } + .md\:prose-2xl h2 code { + font-size: 0.875em; + } + .md\:prose-2xl h3 code { + font-size: 0.8888889em; + } + .md\:prose-2xl pre { + font-size: 0.8333333em; + line-height: 1.8; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.2em; + padding-right: 1.6em; + padding-bottom: 1.2em; + padding-left: 1.6em; + } + .md\:prose-2xl ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .md\:prose-2xl ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .md\:prose-2xl li { + margin-top: 0.5em; + margin-bottom: 0.5em; + } + .md\:prose-2xl ol > li { + padding-left: 1.6666667em; + } + .md\:prose-2xl ol > li::before { + left: 0; + } + .md\:prose-2xl ul > li { + padding-left: 1.6666667em; + } + .md\:prose-2xl ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8333333em - 0.1666667em); + left: 0.25em; + } + .md\:prose-2xl > ul > li p { + margin-top: 0.8333333em; + margin-bottom: 0.8333333em; + } + .md\:prose-2xl > ul > li > :first-child { + margin-top: 1.3333333em; + } + .md\:prose-2xl > ul > li > :last-child { + margin-bottom: 1.3333333em; + } + .md\:prose-2xl > ol > li > :first-child { + margin-top: 1.3333333em; + } + .md\:prose-2xl > ol > li > :last-child { + margin-bottom: 1.3333333em; + } + .md\:prose-2xl ol ol, + .md\:prose-2xl ol ul, + .md\:prose-2xl ul ol, + .md\:prose-2xl ul ul { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; + } + .md\:prose-2xl hr { + margin-top: 3em; + margin-bottom: 3em; + } + .md\:prose-2xl hr + * { + margin-top: 0; + } + .md\:prose-2xl h2 + * { + margin-top: 0; + } + .md\:prose-2xl h3 + * { + margin-top: 0; + } + .md\:prose-2xl h4 + * { + margin-top: 0; + } + .md\:prose-2xl table { + font-size: 0.8333333em; + line-height: 1.4; + } + .md\:prose-2xl thead th { + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; + } + .md\:prose-2xl thead th:first-child { + padding-left: 0; + } + .md\:prose-2xl thead th:last-child { + padding-right: 0; + } + .md\:prose-2xl tbody td { + padding-top: 0.8em; + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; + } + .md\:prose-2xl tbody td:first-child { + padding-left: 0; + } + .md\:prose-2xl tbody td:last-child { + padding-right: 0; + } + .md\:prose-2xl > :first-child { + margin-top: 0; + } + .md\:prose-2xl > :last-child { + margin-bottom: 0; + } + .md\:prose-red a { + color: #dc2626; + } + .md\:prose-red a code { + color: #dc2626; + } + .md\:prose-yellow a { + color: #d97706; + } + .md\:prose-yellow a code { + color: #d97706; + } + .md\:prose-green a { + color: #059669; + } + .md\:prose-green a code { + color: #059669; + } + .md\:prose-blue a { + color: #2563eb; + } + .md\:prose-blue a code { + color: #2563eb; + } + .md\:prose-indigo a { + color: #4f46e5; + } + .md\:prose-indigo a code { + color: #4f46e5; + } + .md\:prose-purple a { + color: #7c3aed; + } + .md\:prose-purple a code { + color: #7c3aed; + } + .md\:prose-pink a { + color: #db2777; + } + .md\:prose-pink a code { + color: #db2777; + } +} +@media (min-width: 1024px) { + .lg\:prose { + color: #374151; + max-width: 65ch; + } + .lg\:prose [class~="lead"] { + color: #4b5563; + font-size: 1.25em; + line-height: 1.6; + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .lg\:prose a { + color: #111827; + text-decoration: underline; + font-weight: 500; + } + .lg\:prose strong { + color: #111827; + font-weight: 600; + } + .lg\:prose ol[type="A"] { + --list-counter-style: upper-alpha; + } + .lg\:prose ol[type="a"] { + --list-counter-style: lower-alpha; + } + .lg\:prose ol[type="A"s] { + --list-counter-style: upper-alpha; + } + .lg\:prose ol[type="a"s] { + --list-counter-style: lower-alpha; + } + .lg\:prose ol[type="I"] { + --list-counter-style: upper-roman; + } + .lg\:prose ol[type="i"] { + --list-counter-style: lower-roman; + } + .lg\:prose ol[type="I"s] { + --list-counter-style: upper-roman; + } + .lg\:prose ol[type="i"s] { + --list-counter-style: lower-roman; + } + .lg\:prose ol[type="1"] { + --list-counter-style: decimal; + } + .lg\:prose ol > li { + position: relative; + padding-left: 1.75em; + } + .lg\:prose ol > li::before { + content: counter(list-item, var(--list-counter-style, decimal)) "."; + position: absolute; + font-weight: 400; + color: #6b7280; + left: 0; + } + .lg\:prose ul > li { + position: relative; + padding-left: 1.75em; + } + .lg\:prose ul > li::before { + content: ""; + position: absolute; + background-color: #d1d5db; + border-radius: 50%; + width: 0.375em; + height: 0.375em; + top: calc(0.875em - 0.1875em); + left: 0.25em; + } + .lg\:prose hr { + border-color: #e5e7eb; + border-top-width: 1px; + margin-top: 3em; + margin-bottom: 3em; + } + .lg\:prose blockquote { + font-weight: 500; + font-style: italic; + color: #111827; + border-left-width: 0.25rem; + border-left-color: #e5e7eb; + quotes: "\201C""\201D""\2018""\2019"; + margin-top: 1.6em; + margin-bottom: 1.6em; + padding-left: 1em; + } + .lg\:prose blockquote p:first-of-type::before { + content: open-quote; + } + .lg\:prose blockquote p:last-of-type::after { + content: close-quote; + } + .lg\:prose h1 { + color: #111827; + font-weight: 600; + font-size: 2.25em; + margin-top: 0; + margin-bottom: 0.8888889em; + line-height: 1.1111111; + } + .lg\:prose h2 { + color: #111827; + font-weight: 600; + font-size: 1.5em; + margin-top: 2em; + margin-bottom: 1em; + line-height: 1.3333333; + } + .lg\:prose h3 { + color: #111827; + font-weight: 600; + font-size: 1.25em; + margin-top: 1.6em; + margin-bottom: 0.6em; + line-height: 1.6; + } + .lg\:prose h4 { + color: #111827; + font-weight: 600; + margin-top: 1.5em; + margin-bottom: 0.5em; + line-height: 1.5; + } + .lg\:prose figure figcaption { + color: #6b7280; + font-size: 0.875em; + line-height: 1.4285714; + margin-top: 0.8571429em; + } + .lg\:prose code { + color: #111827; + font-weight: 600; + font-size: 0.875em; + } + .lg\:prose code::before { + content: "`"; + } + .lg\:prose code::after { + content: "`"; + } + .lg\:prose a code { + color: #111827; + } + .lg\:prose pre { + color: #e5e7eb; + background-color: #1f2937; + overflow-x: auto; + font-size: 0.875em; + line-height: 1.7142857; + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + border-radius: 0.375rem; + padding-top: 0.8571429em; + padding-right: 1.1428571em; + padding-bottom: 0.8571429em; + padding-left: 1.1428571em; + } + .lg\:prose pre code { + background-color: transparent; + border-width: 0; + border-radius: 0; + padding: 0; + font-weight: 400; + color: inherit; + font-size: inherit; + font-family: inherit; + line-height: inherit; + } + .lg\:prose pre code::before { + content: none; + } + .lg\:prose pre code::after { + content: none; + } + .lg\:prose table { + width: 100%; + table-layout: auto; + text-align: left; + margin-top: 2em; + margin-bottom: 2em; + font-size: 0.875em; + line-height: 1.7142857; + } + .lg\:prose thead { + color: #111827; + font-weight: 600; + border-bottom-width: 1px; + border-bottom-color: #d1d5db; + } + .lg\:prose thead th { + vertical-align: bottom; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; + } + .lg\:prose tbody tr { + border-bottom-width: 1px; + border-bottom-color: #e5e7eb; + } + .lg\:prose tbody tr:last-child { + border-bottom-width: 0; + } + .lg\:prose tbody td { + vertical-align: top; + padding-top: 0.5714286em; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; + } + .lg\:prose { + font-size: 1rem; + line-height: 1.75; + } + .lg\:prose p { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .lg\:prose img { + margin-top: 2em; + margin-bottom: 2em; + } + .lg\:prose video { + margin-top: 2em; + margin-bottom: 2em; + } + .lg\:prose figure { + margin-top: 2em; + margin-bottom: 2em; + } + .lg\:prose figure > * { + margin-top: 0; + margin-bottom: 0; + } + .lg\:prose h2 code { + font-size: 0.875em; + } + .lg\:prose h3 code { + font-size: 0.9em; + } + .lg\:prose ol { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .lg\:prose ul { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .lg\:prose li { + margin-top: 0.5em; + margin-bottom: 0.5em; + } + .lg\:prose > ul > li p { + margin-top: 0.75em; + margin-bottom: 0.75em; + } + .lg\:prose > ul > li > :first-child { + margin-top: 1.25em; + } + .lg\:prose > ul > li > :last-child { + margin-bottom: 1.25em; + } + .lg\:prose > ol > li > :first-child { + margin-top: 1.25em; + } + .lg\:prose > ol > li > :last-child { + margin-bottom: 1.25em; + } + .lg\:prose ol ol, + .lg\:prose ol ul, + .lg\:prose ul ol, + .lg\:prose ul ul { + margin-top: 0.75em; + margin-bottom: 0.75em; + } + .lg\:prose hr + * { + margin-top: 0; + } + .lg\:prose h2 + * { + margin-top: 0; + } + .lg\:prose h3 + * { + margin-top: 0; + } + .lg\:prose h4 + * { + margin-top: 0; + } + .lg\:prose thead th:first-child { + padding-left: 0; + } + .lg\:prose thead th:last-child { + padding-right: 0; + } + .lg\:prose tbody td:first-child { + padding-left: 0; + } + .lg\:prose tbody td:last-child { + padding-right: 0; + } + .lg\:prose > :first-child { + margin-top: 0; + } + .lg\:prose > :last-child { + margin-bottom: 0; + } + .lg\:prose-sm { + font-size: 0.875rem; + line-height: 1.7142857; + } + .lg\:prose-sm p { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .lg\:prose-sm [class~="lead"] { + font-size: 1.2857143em; + line-height: 1.5555556; + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .lg\:prose-sm blockquote { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + padding-left: 1.1111111em; + } + .lg\:prose-sm h1 { + font-size: 2.1428571em; + margin-top: 0; + margin-bottom: 0.8em; + line-height: 1.2; + } + .lg\:prose-sm h2 { + font-size: 1.4285714em; + margin-top: 1.6em; + margin-bottom: 0.8em; + line-height: 1.4; + } + .lg\:prose-sm h3 { + font-size: 1.2857143em; + margin-top: 1.5555556em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; + } + .lg\:prose-sm h4 { + margin-top: 1.4285714em; + margin-bottom: 0.5714286em; + line-height: 1.4285714; + } + .lg\:prose-sm img { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .lg\:prose-sm video { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .lg\:prose-sm figure { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .lg\:prose-sm figure > * { + margin-top: 0; + margin-bottom: 0; + } + .lg\:prose-sm figure figcaption { + font-size: 0.8571429em; + line-height: 1.3333333; + margin-top: 0.6666667em; + } + .lg\:prose-sm code { + font-size: 0.8571429em; + } + .lg\:prose-sm h2 code { + font-size: 0.9em; + } + .lg\:prose-sm h3 code { + font-size: 0.8888889em; + } + .lg\:prose-sm pre { + font-size: 0.8571429em; + line-height: 1.6666667; + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + border-radius: 0.25rem; + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .lg\:prose-sm ol { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .lg\:prose-sm ul { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .lg\:prose-sm li { + margin-top: 0.2857143em; + margin-bottom: 0.2857143em; + } + .lg\:prose-sm ol > li { + padding-left: 1.5714286em; + } + .lg\:prose-sm ol > li::before { + left: 0; + } + .lg\:prose-sm ul > li { + padding-left: 1.5714286em; + } + .lg\:prose-sm ul > li::before { + height: 0.3571429em; + width: 0.3571429em; + top: calc(0.8571429em - 0.1785714em); + left: 0.2142857em; + } + .lg\:prose-sm > ul > li p { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; + } + .lg\:prose-sm > ul > li > :first-child { + margin-top: 1.1428571em; + } + .lg\:prose-sm > ul > li > :last-child { + margin-bottom: 1.1428571em; + } + .lg\:prose-sm > ol > li > :first-child { + margin-top: 1.1428571em; + } + .lg\:prose-sm > ol > li > :last-child { + margin-bottom: 1.1428571em; + } + .lg\:prose-sm ol ol, + .lg\:prose-sm ol ul, + .lg\:prose-sm ul ol, + .lg\:prose-sm ul ul { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; + } + .lg\:prose-sm hr { + margin-top: 2.8571429em; + margin-bottom: 2.8571429em; + } + .lg\:prose-sm hr + * { + margin-top: 0; + } + .lg\:prose-sm h2 + * { + margin-top: 0; + } + .lg\:prose-sm h3 + * { + margin-top: 0; + } + .lg\:prose-sm h4 + * { + margin-top: 0; + } + .lg\:prose-sm table { + font-size: 0.8571429em; + line-height: 1.5; + } + .lg\:prose-sm thead th { + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .lg\:prose-sm thead th:first-child { + padding-left: 0; + } + .lg\:prose-sm thead th:last-child { + padding-right: 0; + } + .lg\:prose-sm tbody td { + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .lg\:prose-sm tbody td:first-child { + padding-left: 0; + } + .lg\:prose-sm tbody td:last-child { + padding-right: 0; + } + .lg\:prose-sm > :first-child { + margin-top: 0; + } + .lg\:prose-sm > :last-child { + margin-bottom: 0; + } + .lg\:prose-lg { + font-size: 1.125rem; + line-height: 1.7777778; + } + .lg\:prose-lg p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .lg\:prose-lg [class~="lead"] { + font-size: 1.2222222em; + line-height: 1.4545455; + margin-top: 1.0909091em; + margin-bottom: 1.0909091em; + } + .lg\:prose-lg blockquote { + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + padding-left: 1em; + } + .lg\:prose-lg h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.8333333em; + line-height: 1; + } + .lg\:prose-lg h2 { + font-size: 1.6666667em; + margin-top: 1.8666667em; + margin-bottom: 1.0666667em; + line-height: 1.3333333; + } + .lg\:prose-lg h3 { + font-size: 1.3333333em; + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; + } + .lg\:prose-lg h4 { + margin-top: 1.7777778em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; + } + .lg\:prose-lg img { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .lg\:prose-lg video { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .lg\:prose-lg figure { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .lg\:prose-lg figure > * { + margin-top: 0; + margin-bottom: 0; + } + .lg\:prose-lg figure figcaption { + font-size: 0.8888889em; + line-height: 1.5; + margin-top: 1em; + } + .lg\:prose-lg code { + font-size: 0.8888889em; + } + .lg\:prose-lg h2 code { + font-size: 0.8666667em; + } + .lg\:prose-lg h3 code { + font-size: 0.875em; + } + .lg\:prose-lg pre { + font-size: 0.8888889em; + line-height: 1.75; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.375rem; + padding-top: 1em; + padding-right: 1.5em; + padding-bottom: 1em; + padding-left: 1.5em; + } + .lg\:prose-lg ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .lg\:prose-lg ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .lg\:prose-lg li { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; + } + .lg\:prose-lg ol > li { + padding-left: 1.6666667em; + } + .lg\:prose-lg ol > li::before { + left: 0; + } + .lg\:prose-lg ul > li { + padding-left: 1.6666667em; + } + .lg\:prose-lg ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8888889em - 0.1666667em); + left: 0.2222222em; + } + .lg\:prose-lg > ul > li p { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .lg\:prose-lg > ul > li > :first-child { + margin-top: 1.3333333em; + } + .lg\:prose-lg > ul > li > :last-child { + margin-bottom: 1.3333333em; + } + .lg\:prose-lg > ol > li > :first-child { + margin-top: 1.3333333em; + } + .lg\:prose-lg > ol > li > :last-child { + margin-bottom: 1.3333333em; + } + .lg\:prose-lg ol ol, + .lg\:prose-lg ol ul, + .lg\:prose-lg ul ol, + .lg\:prose-lg ul ul { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .lg\:prose-lg hr { + margin-top: 3.1111111em; + margin-bottom: 3.1111111em; + } + .lg\:prose-lg hr + * { + margin-top: 0; + } + .lg\:prose-lg h2 + * { + margin-top: 0; + } + .lg\:prose-lg h3 + * { + margin-top: 0; + } + .lg\:prose-lg h4 + * { + margin-top: 0; + } + .lg\:prose-lg table { + font-size: 0.8888889em; + line-height: 1.5; + } + .lg\:prose-lg thead th { + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; + } + .lg\:prose-lg thead th:first-child { + padding-left: 0; + } + .lg\:prose-lg thead th:last-child { + padding-right: 0; + } + .lg\:prose-lg tbody td { + padding-top: 0.75em; + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; + } + .lg\:prose-lg tbody td:first-child { + padding-left: 0; + } + .lg\:prose-lg tbody td:last-child { + padding-right: 0; + } + .lg\:prose-lg > :first-child { + margin-top: 0; + } + .lg\:prose-lg > :last-child { + margin-bottom: 0; + } + .lg\:prose-xl { + font-size: 1.25rem; + line-height: 1.8; + } + .lg\:prose-xl p { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .lg\:prose-xl [class~="lead"] { + font-size: 1.2em; + line-height: 1.5; + margin-top: 1em; + margin-bottom: 1em; + } + .lg\:prose-xl blockquote { + margin-top: 1.6em; + margin-bottom: 1.6em; + padding-left: 1.0666667em; + } + .lg\:prose-xl h1 { + font-size: 2.8em; + margin-top: 0; + margin-bottom: 0.8571429em; + line-height: 1; + } + .lg\:prose-xl h2 { + font-size: 1.8em; + margin-top: 1.5555556em; + margin-bottom: 0.8888889em; + line-height: 1.1111111; + } + .lg\:prose-xl h3 { + font-size: 1.5em; + margin-top: 1.6em; + margin-bottom: 0.6666667em; + line-height: 1.3333333; + } + .lg\:prose-xl h4 { + margin-top: 1.8em; + margin-bottom: 0.6em; + line-height: 1.6; + } + .lg\:prose-xl img { + margin-top: 2em; + margin-bottom: 2em; + } + .lg\:prose-xl video { + margin-top: 2em; + margin-bottom: 2em; + } + .lg\:prose-xl figure { + margin-top: 2em; + margin-bottom: 2em; + } + .lg\:prose-xl figure > * { + margin-top: 0; + margin-bottom: 0; + } + .lg\:prose-xl figure figcaption { + font-size: 0.9em; + line-height: 1.5555556; + margin-top: 1em; + } + .lg\:prose-xl code { + font-size: 0.9em; + } + .lg\:prose-xl h2 code { + font-size: 0.8611111em; + } + .lg\:prose-xl h3 code { + font-size: 0.9em; + } + .lg\:prose-xl pre { + font-size: 0.9em; + line-height: 1.7777778; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.1111111em; + padding-right: 1.3333333em; + padding-bottom: 1.1111111em; + padding-left: 1.3333333em; + } + .lg\:prose-xl ol { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .lg\:prose-xl ul { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .lg\:prose-xl li { + margin-top: 0.6em; + margin-bottom: 0.6em; + } + .lg\:prose-xl ol > li { + padding-left: 1.8em; + } + .lg\:prose-xl ol > li::before { + left: 0; + } + .lg\:prose-xl ul > li { + padding-left: 1.8em; + } + .lg\:prose-xl ul > li::before { + width: 0.35em; + height: 0.35em; + top: calc(0.9em - 0.175em); + left: 0.25em; + } + .lg\:prose-xl > ul > li p { + margin-top: 0.8em; + margin-bottom: 0.8em; + } + .lg\:prose-xl > ul > li > :first-child { + margin-top: 1.2em; + } + .lg\:prose-xl > ul > li > :last-child { + margin-bottom: 1.2em; + } + .lg\:prose-xl > ol > li > :first-child { + margin-top: 1.2em; + } + .lg\:prose-xl > ol > li > :last-child { + margin-bottom: 1.2em; + } + .lg\:prose-xl ol ol, + .lg\:prose-xl ol ul, + .lg\:prose-xl ul ol, + .lg\:prose-xl ul ul { + margin-top: 0.8em; + margin-bottom: 0.8em; + } + .lg\:prose-xl hr { + margin-top: 2.8em; + margin-bottom: 2.8em; + } + .lg\:prose-xl hr + * { + margin-top: 0; + } + .lg\:prose-xl h2 + * { + margin-top: 0; + } + .lg\:prose-xl h3 + * { + margin-top: 0; + } + .lg\:prose-xl h4 + * { + margin-top: 0; + } + .lg\:prose-xl table { + font-size: 0.9em; + line-height: 1.5555556; + } + .lg\:prose-xl thead th { + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; + } + .lg\:prose-xl thead th:first-child { + padding-left: 0; + } + .lg\:prose-xl thead th:last-child { + padding-right: 0; + } + .lg\:prose-xl tbody td { + padding-top: 0.8888889em; + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; + } + .lg\:prose-xl tbody td:first-child { + padding-left: 0; + } + .lg\:prose-xl tbody td:last-child { + padding-right: 0; + } + .lg\:prose-xl > :first-child { + margin-top: 0; + } + .lg\:prose-xl > :last-child { + margin-bottom: 0; + } + .lg\:prose-2xl { + font-size: 1.5rem; + line-height: 1.6666667; + } + .lg\:prose-2xl p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .lg\:prose-2xl [class~="lead"] { + font-size: 1.25em; + line-height: 1.4666667; + margin-top: 1.0666667em; + margin-bottom: 1.0666667em; + } + .lg\:prose-2xl blockquote { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + padding-left: 1.1111111em; + } + .lg\:prose-2xl h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.875em; + line-height: 1; + } + .lg\:prose-2xl h2 { + font-size: 2em; + margin-top: 1.5em; + margin-bottom: 0.8333333em; + line-height: 1.0833333; + } + .lg\:prose-2xl h3 { + font-size: 1.5em; + margin-top: 1.5555556em; + margin-bottom: 0.6666667em; + line-height: 1.2222222; + } + .lg\:prose-2xl h4 { + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; + } + .lg\:prose-2xl img { + margin-top: 2em; + margin-bottom: 2em; + } + .lg\:prose-2xl video { + margin-top: 2em; + margin-bottom: 2em; + } + .lg\:prose-2xl figure { + margin-top: 2em; + margin-bottom: 2em; + } + .lg\:prose-2xl figure > * { + margin-top: 0; + margin-bottom: 0; + } + .lg\:prose-2xl figure figcaption { + font-size: 0.8333333em; + line-height: 1.6; + margin-top: 1em; + } + .lg\:prose-2xl code { + font-size: 0.8333333em; + } + .lg\:prose-2xl h2 code { + font-size: 0.875em; + } + .lg\:prose-2xl h3 code { + font-size: 0.8888889em; + } + .lg\:prose-2xl pre { + font-size: 0.8333333em; + line-height: 1.8; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.2em; + padding-right: 1.6em; + padding-bottom: 1.2em; + padding-left: 1.6em; + } + .lg\:prose-2xl ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .lg\:prose-2xl ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .lg\:prose-2xl li { + margin-top: 0.5em; + margin-bottom: 0.5em; + } + .lg\:prose-2xl ol > li { + padding-left: 1.6666667em; + } + .lg\:prose-2xl ol > li::before { + left: 0; + } + .lg\:prose-2xl ul > li { + padding-left: 1.6666667em; + } + .lg\:prose-2xl ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8333333em - 0.1666667em); + left: 0.25em; + } + .lg\:prose-2xl > ul > li p { + margin-top: 0.8333333em; + margin-bottom: 0.8333333em; + } + .lg\:prose-2xl > ul > li > :first-child { + margin-top: 1.3333333em; + } + .lg\:prose-2xl > ul > li > :last-child { + margin-bottom: 1.3333333em; + } + .lg\:prose-2xl > ol > li > :first-child { + margin-top: 1.3333333em; + } + .lg\:prose-2xl > ol > li > :last-child { + margin-bottom: 1.3333333em; + } + .lg\:prose-2xl ol ol, + .lg\:prose-2xl ol ul, + .lg\:prose-2xl ul ol, + .lg\:prose-2xl ul ul { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; + } + .lg\:prose-2xl hr { + margin-top: 3em; + margin-bottom: 3em; + } + .lg\:prose-2xl hr + * { + margin-top: 0; + } + .lg\:prose-2xl h2 + * { + margin-top: 0; + } + .lg\:prose-2xl h3 + * { + margin-top: 0; + } + .lg\:prose-2xl h4 + * { + margin-top: 0; + } + .lg\:prose-2xl table { + font-size: 0.8333333em; + line-height: 1.4; + } + .lg\:prose-2xl thead th { + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; + } + .lg\:prose-2xl thead th:first-child { + padding-left: 0; + } + .lg\:prose-2xl thead th:last-child { + padding-right: 0; + } + .lg\:prose-2xl tbody td { + padding-top: 0.8em; + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; + } + .lg\:prose-2xl tbody td:first-child { + padding-left: 0; + } + .lg\:prose-2xl tbody td:last-child { + padding-right: 0; + } + .lg\:prose-2xl > :first-child { + margin-top: 0; + } + .lg\:prose-2xl > :last-child { + margin-bottom: 0; + } + .lg\:prose-red a { + color: #dc2626; + } + .lg\:prose-red a code { + color: #dc2626; + } + .lg\:prose-yellow a { + color: #d97706; + } + .lg\:prose-yellow a code { + color: #d97706; + } + .lg\:prose-green a { + color: #059669; + } + .lg\:prose-green a code { + color: #059669; + } + .lg\:prose-blue a { + color: #2563eb; + } + .lg\:prose-blue a code { + color: #2563eb; + } + .lg\:prose-indigo a { + color: #4f46e5; + } + .lg\:prose-indigo a code { + color: #4f46e5; + } + .lg\:prose-purple a { + color: #7c3aed; + } + .lg\:prose-purple a code { + color: #7c3aed; + } + .lg\:prose-pink a { + color: #db2777; + } + .lg\:prose-pink a code { + color: #db2777; + } +} +@media (min-width: 1280px) { + .xl\:prose { + color: #374151; + max-width: 65ch; + } + .xl\:prose [class~="lead"] { + color: #4b5563; + font-size: 1.25em; + line-height: 1.6; + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .xl\:prose a { + color: #111827; + text-decoration: underline; + font-weight: 500; + } + .xl\:prose strong { + color: #111827; + font-weight: 600; + } + .xl\:prose ol[type="A"] { + --list-counter-style: upper-alpha; + } + .xl\:prose ol[type="a"] { + --list-counter-style: lower-alpha; + } + .xl\:prose ol[type="A"s] { + --list-counter-style: upper-alpha; + } + .xl\:prose ol[type="a"s] { + --list-counter-style: lower-alpha; + } + .xl\:prose ol[type="I"] { + --list-counter-style: upper-roman; + } + .xl\:prose ol[type="i"] { + --list-counter-style: lower-roman; + } + .xl\:prose ol[type="I"s] { + --list-counter-style: upper-roman; + } + .xl\:prose ol[type="i"s] { + --list-counter-style: lower-roman; + } + .xl\:prose ol[type="1"] { + --list-counter-style: decimal; + } + .xl\:prose ol > li { + position: relative; + padding-left: 1.75em; + } + .xl\:prose ol > li::before { + content: counter(list-item, var(--list-counter-style, decimal)) "."; + position: absolute; + font-weight: 400; + color: #6b7280; + left: 0; + } + .xl\:prose ul > li { + position: relative; + padding-left: 1.75em; + } + .xl\:prose ul > li::before { + content: ""; + position: absolute; + background-color: #d1d5db; + border-radius: 50%; + width: 0.375em; + height: 0.375em; + top: calc(0.875em - 0.1875em); + left: 0.25em; + } + .xl\:prose hr { + border-color: #e5e7eb; + border-top-width: 1px; + margin-top: 3em; + margin-bottom: 3em; + } + .xl\:prose blockquote { + font-weight: 500; + font-style: italic; + color: #111827; + border-left-width: 0.25rem; + border-left-color: #e5e7eb; + quotes: "\201C""\201D""\2018""\2019"; + margin-top: 1.6em; + margin-bottom: 1.6em; + padding-left: 1em; + } + .xl\:prose blockquote p:first-of-type::before { + content: open-quote; + } + .xl\:prose blockquote p:last-of-type::after { + content: close-quote; + } + .xl\:prose h1 { + color: #111827; + font-weight: 600; + font-size: 2.25em; + margin-top: 0; + margin-bottom: 0.8888889em; + line-height: 1.1111111; + } + .xl\:prose h2 { + color: #111827; + font-weight: 600; + font-size: 1.5em; + margin-top: 2em; + margin-bottom: 1em; + line-height: 1.3333333; + } + .xl\:prose h3 { + color: #111827; + font-weight: 600; + font-size: 1.25em; + margin-top: 1.6em; + margin-bottom: 0.6em; + line-height: 1.6; + } + .xl\:prose h4 { + color: #111827; + font-weight: 600; + margin-top: 1.5em; + margin-bottom: 0.5em; + line-height: 1.5; + } + .xl\:prose figure figcaption { + color: #6b7280; + font-size: 0.875em; + line-height: 1.4285714; + margin-top: 0.8571429em; + } + .xl\:prose code { + color: #111827; + font-weight: 600; + font-size: 0.875em; + } + .xl\:prose code::before { + content: "`"; + } + .xl\:prose code::after { + content: "`"; + } + .xl\:prose a code { + color: #111827; + } + .xl\:prose pre { + color: #e5e7eb; + background-color: #1f2937; + overflow-x: auto; + font-size: 0.875em; + line-height: 1.7142857; + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + border-radius: 0.375rem; + padding-top: 0.8571429em; + padding-right: 1.1428571em; + padding-bottom: 0.8571429em; + padding-left: 1.1428571em; + } + .xl\:prose pre code { + background-color: transparent; + border-width: 0; + border-radius: 0; + padding: 0; + font-weight: 400; + color: inherit; + font-size: inherit; + font-family: inherit; + line-height: inherit; + } + .xl\:prose pre code::before { + content: none; + } + .xl\:prose pre code::after { + content: none; + } + .xl\:prose table { + width: 100%; + table-layout: auto; + text-align: left; + margin-top: 2em; + margin-bottom: 2em; + font-size: 0.875em; + line-height: 1.7142857; + } + .xl\:prose thead { + color: #111827; + font-weight: 600; + border-bottom-width: 1px; + border-bottom-color: #d1d5db; + } + .xl\:prose thead th { + vertical-align: bottom; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; + } + .xl\:prose tbody tr { + border-bottom-width: 1px; + border-bottom-color: #e5e7eb; + } + .xl\:prose tbody tr:last-child { + border-bottom-width: 0; + } + .xl\:prose tbody td { + vertical-align: top; + padding-top: 0.5714286em; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; + } + .xl\:prose { + font-size: 1rem; + line-height: 1.75; + } + .xl\:prose p { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .xl\:prose img { + margin-top: 2em; + margin-bottom: 2em; + } + .xl\:prose video { + margin-top: 2em; + margin-bottom: 2em; + } + .xl\:prose figure { + margin-top: 2em; + margin-bottom: 2em; + } + .xl\:prose figure > * { + margin-top: 0; + margin-bottom: 0; + } + .xl\:prose h2 code { + font-size: 0.875em; + } + .xl\:prose h3 code { + font-size: 0.9em; + } + .xl\:prose ol { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .xl\:prose ul { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .xl\:prose li { + margin-top: 0.5em; + margin-bottom: 0.5em; + } + .xl\:prose > ul > li p { + margin-top: 0.75em; + margin-bottom: 0.75em; + } + .xl\:prose > ul > li > :first-child { + margin-top: 1.25em; + } + .xl\:prose > ul > li > :last-child { + margin-bottom: 1.25em; + } + .xl\:prose > ol > li > :first-child { + margin-top: 1.25em; + } + .xl\:prose > ol > li > :last-child { + margin-bottom: 1.25em; + } + .xl\:prose ol ol, + .xl\:prose ol ul, + .xl\:prose ul ol, + .xl\:prose ul ul { + margin-top: 0.75em; + margin-bottom: 0.75em; + } + .xl\:prose hr + * { + margin-top: 0; + } + .xl\:prose h2 + * { + margin-top: 0; + } + .xl\:prose h3 + * { + margin-top: 0; + } + .xl\:prose h4 + * { + margin-top: 0; + } + .xl\:prose thead th:first-child { + padding-left: 0; + } + .xl\:prose thead th:last-child { + padding-right: 0; + } + .xl\:prose tbody td:first-child { + padding-left: 0; + } + .xl\:prose tbody td:last-child { + padding-right: 0; + } + .xl\:prose > :first-child { + margin-top: 0; + } + .xl\:prose > :last-child { + margin-bottom: 0; + } + .xl\:prose-sm { + font-size: 0.875rem; + line-height: 1.7142857; + } + .xl\:prose-sm p { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .xl\:prose-sm [class~="lead"] { + font-size: 1.2857143em; + line-height: 1.5555556; + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .xl\:prose-sm blockquote { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + padding-left: 1.1111111em; + } + .xl\:prose-sm h1 { + font-size: 2.1428571em; + margin-top: 0; + margin-bottom: 0.8em; + line-height: 1.2; + } + .xl\:prose-sm h2 { + font-size: 1.4285714em; + margin-top: 1.6em; + margin-bottom: 0.8em; + line-height: 1.4; + } + .xl\:prose-sm h3 { + font-size: 1.2857143em; + margin-top: 1.5555556em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; + } + .xl\:prose-sm h4 { + margin-top: 1.4285714em; + margin-bottom: 0.5714286em; + line-height: 1.4285714; + } + .xl\:prose-sm img { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .xl\:prose-sm video { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .xl\:prose-sm figure { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .xl\:prose-sm figure > * { + margin-top: 0; + margin-bottom: 0; + } + .xl\:prose-sm figure figcaption { + font-size: 0.8571429em; + line-height: 1.3333333; + margin-top: 0.6666667em; + } + .xl\:prose-sm code { + font-size: 0.8571429em; + } + .xl\:prose-sm h2 code { + font-size: 0.9em; + } + .xl\:prose-sm h3 code { + font-size: 0.8888889em; + } + .xl\:prose-sm pre { + font-size: 0.8571429em; + line-height: 1.6666667; + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + border-radius: 0.25rem; + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .xl\:prose-sm ol { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .xl\:prose-sm ul { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .xl\:prose-sm li { + margin-top: 0.2857143em; + margin-bottom: 0.2857143em; + } + .xl\:prose-sm ol > li { + padding-left: 1.5714286em; + } + .xl\:prose-sm ol > li::before { + left: 0; + } + .xl\:prose-sm ul > li { + padding-left: 1.5714286em; + } + .xl\:prose-sm ul > li::before { + height: 0.3571429em; + width: 0.3571429em; + top: calc(0.8571429em - 0.1785714em); + left: 0.2142857em; + } + .xl\:prose-sm > ul > li p { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; + } + .xl\:prose-sm > ul > li > :first-child { + margin-top: 1.1428571em; + } + .xl\:prose-sm > ul > li > :last-child { + margin-bottom: 1.1428571em; + } + .xl\:prose-sm > ol > li > :first-child { + margin-top: 1.1428571em; + } + .xl\:prose-sm > ol > li > :last-child { + margin-bottom: 1.1428571em; + } + .xl\:prose-sm ol ol, + .xl\:prose-sm ol ul, + .xl\:prose-sm ul ol, + .xl\:prose-sm ul ul { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; + } + .xl\:prose-sm hr { + margin-top: 2.8571429em; + margin-bottom: 2.8571429em; + } + .xl\:prose-sm hr + * { + margin-top: 0; + } + .xl\:prose-sm h2 + * { + margin-top: 0; + } + .xl\:prose-sm h3 + * { + margin-top: 0; + } + .xl\:prose-sm h4 + * { + margin-top: 0; + } + .xl\:prose-sm table { + font-size: 0.8571429em; + line-height: 1.5; + } + .xl\:prose-sm thead th { + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .xl\:prose-sm thead th:first-child { + padding-left: 0; + } + .xl\:prose-sm thead th:last-child { + padding-right: 0; + } + .xl\:prose-sm tbody td { + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .xl\:prose-sm tbody td:first-child { + padding-left: 0; + } + .xl\:prose-sm tbody td:last-child { + padding-right: 0; + } + .xl\:prose-sm > :first-child { + margin-top: 0; + } + .xl\:prose-sm > :last-child { + margin-bottom: 0; + } + .xl\:prose-lg { + font-size: 1.125rem; + line-height: 1.7777778; + } + .xl\:prose-lg p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .xl\:prose-lg [class~="lead"] { + font-size: 1.2222222em; + line-height: 1.4545455; + margin-top: 1.0909091em; + margin-bottom: 1.0909091em; + } + .xl\:prose-lg blockquote { + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + padding-left: 1em; + } + .xl\:prose-lg h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.8333333em; + line-height: 1; + } + .xl\:prose-lg h2 { + font-size: 1.6666667em; + margin-top: 1.8666667em; + margin-bottom: 1.0666667em; + line-height: 1.3333333; + } + .xl\:prose-lg h3 { + font-size: 1.3333333em; + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; + } + .xl\:prose-lg h4 { + margin-top: 1.7777778em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; + } + .xl\:prose-lg img { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .xl\:prose-lg video { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .xl\:prose-lg figure { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .xl\:prose-lg figure > * { + margin-top: 0; + margin-bottom: 0; + } + .xl\:prose-lg figure figcaption { + font-size: 0.8888889em; + line-height: 1.5; + margin-top: 1em; + } + .xl\:prose-lg code { + font-size: 0.8888889em; + } + .xl\:prose-lg h2 code { + font-size: 0.8666667em; + } + .xl\:prose-lg h3 code { + font-size: 0.875em; + } + .xl\:prose-lg pre { + font-size: 0.8888889em; + line-height: 1.75; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.375rem; + padding-top: 1em; + padding-right: 1.5em; + padding-bottom: 1em; + padding-left: 1.5em; + } + .xl\:prose-lg ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .xl\:prose-lg ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .xl\:prose-lg li { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; + } + .xl\:prose-lg ol > li { + padding-left: 1.6666667em; + } + .xl\:prose-lg ol > li::before { + left: 0; + } + .xl\:prose-lg ul > li { + padding-left: 1.6666667em; + } + .xl\:prose-lg ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8888889em - 0.1666667em); + left: 0.2222222em; + } + .xl\:prose-lg > ul > li p { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .xl\:prose-lg > ul > li > :first-child { + margin-top: 1.3333333em; + } + .xl\:prose-lg > ul > li > :last-child { + margin-bottom: 1.3333333em; + } + .xl\:prose-lg > ol > li > :first-child { + margin-top: 1.3333333em; + } + .xl\:prose-lg > ol > li > :last-child { + margin-bottom: 1.3333333em; + } + .xl\:prose-lg ol ol, + .xl\:prose-lg ol ul, + .xl\:prose-lg ul ol, + .xl\:prose-lg ul ul { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .xl\:prose-lg hr { + margin-top: 3.1111111em; + margin-bottom: 3.1111111em; + } + .xl\:prose-lg hr + * { + margin-top: 0; + } + .xl\:prose-lg h2 + * { + margin-top: 0; + } + .xl\:prose-lg h3 + * { + margin-top: 0; + } + .xl\:prose-lg h4 + * { + margin-top: 0; + } + .xl\:prose-lg table { + font-size: 0.8888889em; + line-height: 1.5; + } + .xl\:prose-lg thead th { + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; + } + .xl\:prose-lg thead th:first-child { + padding-left: 0; + } + .xl\:prose-lg thead th:last-child { + padding-right: 0; + } + .xl\:prose-lg tbody td { + padding-top: 0.75em; + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; + } + .xl\:prose-lg tbody td:first-child { + padding-left: 0; + } + .xl\:prose-lg tbody td:last-child { + padding-right: 0; + } + .xl\:prose-lg > :first-child { + margin-top: 0; + } + .xl\:prose-lg > :last-child { + margin-bottom: 0; + } + .xl\:prose-xl { + font-size: 1.25rem; + line-height: 1.8; + } + .xl\:prose-xl p { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .xl\:prose-xl [class~="lead"] { + font-size: 1.2em; + line-height: 1.5; + margin-top: 1em; + margin-bottom: 1em; + } + .xl\:prose-xl blockquote { + margin-top: 1.6em; + margin-bottom: 1.6em; + padding-left: 1.0666667em; + } + .xl\:prose-xl h1 { + font-size: 2.8em; + margin-top: 0; + margin-bottom: 0.8571429em; + line-height: 1; + } + .xl\:prose-xl h2 { + font-size: 1.8em; + margin-top: 1.5555556em; + margin-bottom: 0.8888889em; + line-height: 1.1111111; + } + .xl\:prose-xl h3 { + font-size: 1.5em; + margin-top: 1.6em; + margin-bottom: 0.6666667em; + line-height: 1.3333333; + } + .xl\:prose-xl h4 { + margin-top: 1.8em; + margin-bottom: 0.6em; + line-height: 1.6; + } + .xl\:prose-xl img { + margin-top: 2em; + margin-bottom: 2em; + } + .xl\:prose-xl video { + margin-top: 2em; + margin-bottom: 2em; + } + .xl\:prose-xl figure { + margin-top: 2em; + margin-bottom: 2em; + } + .xl\:prose-xl figure > * { + margin-top: 0; + margin-bottom: 0; + } + .xl\:prose-xl figure figcaption { + font-size: 0.9em; + line-height: 1.5555556; + margin-top: 1em; + } + .xl\:prose-xl code { + font-size: 0.9em; + } + .xl\:prose-xl h2 code { + font-size: 0.8611111em; + } + .xl\:prose-xl h3 code { + font-size: 0.9em; + } + .xl\:prose-xl pre { + font-size: 0.9em; + line-height: 1.7777778; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.1111111em; + padding-right: 1.3333333em; + padding-bottom: 1.1111111em; + padding-left: 1.3333333em; + } + .xl\:prose-xl ol { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .xl\:prose-xl ul { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .xl\:prose-xl li { + margin-top: 0.6em; + margin-bottom: 0.6em; + } + .xl\:prose-xl ol > li { + padding-left: 1.8em; + } + .xl\:prose-xl ol > li::before { + left: 0; + } + .xl\:prose-xl ul > li { + padding-left: 1.8em; + } + .xl\:prose-xl ul > li::before { + width: 0.35em; + height: 0.35em; + top: calc(0.9em - 0.175em); + left: 0.25em; + } + .xl\:prose-xl > ul > li p { + margin-top: 0.8em; + margin-bottom: 0.8em; + } + .xl\:prose-xl > ul > li > :first-child { + margin-top: 1.2em; + } + .xl\:prose-xl > ul > li > :last-child { + margin-bottom: 1.2em; + } + .xl\:prose-xl > ol > li > :first-child { + margin-top: 1.2em; + } + .xl\:prose-xl > ol > li > :last-child { + margin-bottom: 1.2em; + } + .xl\:prose-xl ol ol, + .xl\:prose-xl ol ul, + .xl\:prose-xl ul ol, + .xl\:prose-xl ul ul { + margin-top: 0.8em; + margin-bottom: 0.8em; + } + .xl\:prose-xl hr { + margin-top: 2.8em; + margin-bottom: 2.8em; + } + .xl\:prose-xl hr + * { + margin-top: 0; + } + .xl\:prose-xl h2 + * { + margin-top: 0; + } + .xl\:prose-xl h3 + * { + margin-top: 0; + } + .xl\:prose-xl h4 + * { + margin-top: 0; + } + .xl\:prose-xl table { + font-size: 0.9em; + line-height: 1.5555556; + } + .xl\:prose-xl thead th { + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; + } + .xl\:prose-xl thead th:first-child { + padding-left: 0; + } + .xl\:prose-xl thead th:last-child { + padding-right: 0; + } + .xl\:prose-xl tbody td { + padding-top: 0.8888889em; + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; + } + .xl\:prose-xl tbody td:first-child { + padding-left: 0; + } + .xl\:prose-xl tbody td:last-child { + padding-right: 0; + } + .xl\:prose-xl > :first-child { + margin-top: 0; + } + .xl\:prose-xl > :last-child { + margin-bottom: 0; + } + .xl\:prose-2xl { + font-size: 1.5rem; + line-height: 1.6666667; + } + .xl\:prose-2xl p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .xl\:prose-2xl [class~="lead"] { + font-size: 1.25em; + line-height: 1.4666667; + margin-top: 1.0666667em; + margin-bottom: 1.0666667em; + } + .xl\:prose-2xl blockquote { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + padding-left: 1.1111111em; + } + .xl\:prose-2xl h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.875em; + line-height: 1; + } + .xl\:prose-2xl h2 { + font-size: 2em; + margin-top: 1.5em; + margin-bottom: 0.8333333em; + line-height: 1.0833333; + } + .xl\:prose-2xl h3 { + font-size: 1.5em; + margin-top: 1.5555556em; + margin-bottom: 0.6666667em; + line-height: 1.2222222; + } + .xl\:prose-2xl h4 { + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; + } + .xl\:prose-2xl img { + margin-top: 2em; + margin-bottom: 2em; + } + .xl\:prose-2xl video { + margin-top: 2em; + margin-bottom: 2em; + } + .xl\:prose-2xl figure { + margin-top: 2em; + margin-bottom: 2em; + } + .xl\:prose-2xl figure > * { + margin-top: 0; + margin-bottom: 0; + } + .xl\:prose-2xl figure figcaption { + font-size: 0.8333333em; + line-height: 1.6; + margin-top: 1em; + } + .xl\:prose-2xl code { + font-size: 0.8333333em; + } + .xl\:prose-2xl h2 code { + font-size: 0.875em; + } + .xl\:prose-2xl h3 code { + font-size: 0.8888889em; + } + .xl\:prose-2xl pre { + font-size: 0.8333333em; + line-height: 1.8; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.2em; + padding-right: 1.6em; + padding-bottom: 1.2em; + padding-left: 1.6em; + } + .xl\:prose-2xl ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .xl\:prose-2xl ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .xl\:prose-2xl li { + margin-top: 0.5em; + margin-bottom: 0.5em; + } + .xl\:prose-2xl ol > li { + padding-left: 1.6666667em; + } + .xl\:prose-2xl ol > li::before { + left: 0; + } + .xl\:prose-2xl ul > li { + padding-left: 1.6666667em; + } + .xl\:prose-2xl ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8333333em - 0.1666667em); + left: 0.25em; + } + .xl\:prose-2xl > ul > li p { + margin-top: 0.8333333em; + margin-bottom: 0.8333333em; + } + .xl\:prose-2xl > ul > li > :first-child { + margin-top: 1.3333333em; + } + .xl\:prose-2xl > ul > li > :last-child { + margin-bottom: 1.3333333em; + } + .xl\:prose-2xl > ol > li > :first-child { + margin-top: 1.3333333em; + } + .xl\:prose-2xl > ol > li > :last-child { + margin-bottom: 1.3333333em; + } + .xl\:prose-2xl ol ol, + .xl\:prose-2xl ol ul, + .xl\:prose-2xl ul ol, + .xl\:prose-2xl ul ul { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; + } + .xl\:prose-2xl hr { + margin-top: 3em; + margin-bottom: 3em; + } + .xl\:prose-2xl hr + * { + margin-top: 0; + } + .xl\:prose-2xl h2 + * { + margin-top: 0; + } + .xl\:prose-2xl h3 + * { + margin-top: 0; + } + .xl\:prose-2xl h4 + * { + margin-top: 0; + } + .xl\:prose-2xl table { + font-size: 0.8333333em; + line-height: 1.4; + } + .xl\:prose-2xl thead th { + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; + } + .xl\:prose-2xl thead th:first-child { + padding-left: 0; + } + .xl\:prose-2xl thead th:last-child { + padding-right: 0; + } + .xl\:prose-2xl tbody td { + padding-top: 0.8em; + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; + } + .xl\:prose-2xl tbody td:first-child { + padding-left: 0; + } + .xl\:prose-2xl tbody td:last-child { + padding-right: 0; + } + .xl\:prose-2xl > :first-child { + margin-top: 0; + } + .xl\:prose-2xl > :last-child { + margin-bottom: 0; + } + .xl\:prose-red a { + color: #dc2626; + } + .xl\:prose-red a code { + color: #dc2626; + } + .xl\:prose-yellow a { + color: #d97706; + } + .xl\:prose-yellow a code { + color: #d97706; + } + .xl\:prose-green a { + color: #059669; + } + .xl\:prose-green a code { + color: #059669; + } + .xl\:prose-blue a { + color: #2563eb; + } + .xl\:prose-blue a code { + color: #2563eb; + } + .xl\:prose-indigo a { + color: #4f46e5; + } + .xl\:prose-indigo a code { + color: #4f46e5; + } + .xl\:prose-purple a { + color: #7c3aed; + } + .xl\:prose-purple a code { + color: #7c3aed; + } + .xl\:prose-pink a { + color: #db2777; + } + .xl\:prose-pink a code { + color: #db2777; + } +} +@media (min-width: 1536px) { + .\32xl\:prose { + color: #374151; + max-width: 65ch; + } + .\32xl\:prose [class~="lead"] { + color: #4b5563; + font-size: 1.25em; + line-height: 1.6; + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .\32xl\:prose a { + color: #111827; + text-decoration: underline; + font-weight: 500; + } + .\32xl\:prose strong { + color: #111827; + font-weight: 600; + } + .\32xl\:prose ol[type="A"] { + --list-counter-style: upper-alpha; + } + .\32xl\:prose ol[type="a"] { + --list-counter-style: lower-alpha; + } + .\32xl\:prose ol[type="A"s] { + --list-counter-style: upper-alpha; + } + .\32xl\:prose ol[type="a"s] { + --list-counter-style: lower-alpha; + } + .\32xl\:prose ol[type="I"] { + --list-counter-style: upper-roman; + } + .\32xl\:prose ol[type="i"] { + --list-counter-style: lower-roman; + } + .\32xl\:prose ol[type="I"s] { + --list-counter-style: upper-roman; + } + .\32xl\:prose ol[type="i"s] { + --list-counter-style: lower-roman; + } + .\32xl\:prose ol[type="1"] { + --list-counter-style: decimal; + } + .\32xl\:prose ol > li { + position: relative; + padding-left: 1.75em; + } + .\32xl\:prose ol > li::before { + content: counter(list-item, var(--list-counter-style, decimal)) "."; + position: absolute; + font-weight: 400; + color: #6b7280; + left: 0; + } + .\32xl\:prose ul > li { + position: relative; + padding-left: 1.75em; + } + .\32xl\:prose ul > li::before { + content: ""; + position: absolute; + background-color: #d1d5db; + border-radius: 50%; + width: 0.375em; + height: 0.375em; + top: calc(0.875em - 0.1875em); + left: 0.25em; + } + .\32xl\:prose hr { + border-color: #e5e7eb; + border-top-width: 1px; + margin-top: 3em; + margin-bottom: 3em; + } + .\32xl\:prose blockquote { + font-weight: 500; + font-style: italic; + color: #111827; + border-left-width: 0.25rem; + border-left-color: #e5e7eb; + quotes: "\201C""\201D""\2018""\2019"; + margin-top: 1.6em; + margin-bottom: 1.6em; + padding-left: 1em; + } + .\32xl\:prose blockquote p:first-of-type::before { + content: open-quote; + } + .\32xl\:prose blockquote p:last-of-type::after { + content: close-quote; + } + .\32xl\:prose h1 { + color: #111827; + font-weight: 600; + font-size: 2.25em; + margin-top: 0; + margin-bottom: 0.8888889em; + line-height: 1.1111111; + } + .\32xl\:prose h2 { + color: #111827; + font-weight: 600; + font-size: 1.5em; + margin-top: 2em; + margin-bottom: 1em; + line-height: 1.3333333; + } + .\32xl\:prose h3 { + color: #111827; + font-weight: 600; + font-size: 1.25em; + margin-top: 1.6em; + margin-bottom: 0.6em; + line-height: 1.6; + } + .\32xl\:prose h4 { + color: #111827; + font-weight: 600; + margin-top: 1.5em; + margin-bottom: 0.5em; + line-height: 1.5; + } + .\32xl\:prose figure figcaption { + color: #6b7280; + font-size: 0.875em; + line-height: 1.4285714; + margin-top: 0.8571429em; + } + .\32xl\:prose code { + color: #111827; + font-weight: 600; + font-size: 0.875em; + } + .\32xl\:prose code::before { + content: "`"; + } + .\32xl\:prose code::after { + content: "`"; + } + .\32xl\:prose a code { + color: #111827; + } + .\32xl\:prose pre { + color: #e5e7eb; + background-color: #1f2937; + overflow-x: auto; + font-size: 0.875em; + line-height: 1.7142857; + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + border-radius: 0.375rem; + padding-top: 0.8571429em; + padding-right: 1.1428571em; + padding-bottom: 0.8571429em; + padding-left: 1.1428571em; + } + .\32xl\:prose pre code { + background-color: transparent; + border-width: 0; + border-radius: 0; + padding: 0; + font-weight: 400; + color: inherit; + font-size: inherit; + font-family: inherit; + line-height: inherit; + } + .\32xl\:prose pre code::before { + content: none; + } + .\32xl\:prose pre code::after { + content: none; + } + .\32xl\:prose table { + width: 100%; + table-layout: auto; + text-align: left; + margin-top: 2em; + margin-bottom: 2em; + font-size: 0.875em; + line-height: 1.7142857; + } + .\32xl\:prose thead { + color: #111827; + font-weight: 600; + border-bottom-width: 1px; + border-bottom-color: #d1d5db; + } + .\32xl\:prose thead th { + vertical-align: bottom; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; + } + .\32xl\:prose tbody tr { + border-bottom-width: 1px; + border-bottom-color: #e5e7eb; + } + .\32xl\:prose tbody tr:last-child { + border-bottom-width: 0; + } + .\32xl\:prose tbody td { + vertical-align: top; + padding-top: 0.5714286em; + padding-right: 0.5714286em; + padding-bottom: 0.5714286em; + padding-left: 0.5714286em; + } + .\32xl\:prose { + font-size: 1rem; + line-height: 1.75; + } + .\32xl\:prose p { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .\32xl\:prose img { + margin-top: 2em; + margin-bottom: 2em; + } + .\32xl\:prose video { + margin-top: 2em; + margin-bottom: 2em; + } + .\32xl\:prose figure { + margin-top: 2em; + margin-bottom: 2em; + } + .\32xl\:prose figure > * { + margin-top: 0; + margin-bottom: 0; + } + .\32xl\:prose h2 code { + font-size: 0.875em; + } + .\32xl\:prose h3 code { + font-size: 0.9em; + } + .\32xl\:prose ol { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .\32xl\:prose ul { + margin-top: 1.25em; + margin-bottom: 1.25em; + } + .\32xl\:prose li { + margin-top: 0.5em; + margin-bottom: 0.5em; + } + .\32xl\:prose > ul > li p { + margin-top: 0.75em; + margin-bottom: 0.75em; + } + .\32xl\:prose > ul > li > :first-child { + margin-top: 1.25em; + } + .\32xl\:prose > ul > li > :last-child { + margin-bottom: 1.25em; + } + .\32xl\:prose > ol > li > :first-child { + margin-top: 1.25em; + } + .\32xl\:prose > ol > li > :last-child { + margin-bottom: 1.25em; + } + .\32xl\:prose ol ol, + .\32xl\:prose ol ul, + .\32xl\:prose ul ol, + .\32xl\:prose ul ul { + margin-top: 0.75em; + margin-bottom: 0.75em; + } + .\32xl\:prose hr + * { + margin-top: 0; + } + .\32xl\:prose h2 + * { + margin-top: 0; + } + .\32xl\:prose h3 + * { + margin-top: 0; + } + .\32xl\:prose h4 + * { + margin-top: 0; + } + .\32xl\:prose thead th:first-child { + padding-left: 0; + } + .\32xl\:prose thead th:last-child { + padding-right: 0; + } + .\32xl\:prose tbody td:first-child { + padding-left: 0; + } + .\32xl\:prose tbody td:last-child { + padding-right: 0; + } + .\32xl\:prose > :first-child { + margin-top: 0; + } + .\32xl\:prose > :last-child { + margin-bottom: 0; + } + .\32xl\:prose-sm { + font-size: 0.875rem; + line-height: 1.7142857; + } + .\32xl\:prose-sm p { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .\32xl\:prose-sm [class~="lead"] { + font-size: 1.2857143em; + line-height: 1.5555556; + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .\32xl\:prose-sm blockquote { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + padding-left: 1.1111111em; + } + .\32xl\:prose-sm h1 { + font-size: 2.1428571em; + margin-top: 0; + margin-bottom: 0.8em; + line-height: 1.2; + } + .\32xl\:prose-sm h2 { + font-size: 1.4285714em; + margin-top: 1.6em; + margin-bottom: 0.8em; + line-height: 1.4; + } + .\32xl\:prose-sm h3 { + font-size: 1.2857143em; + margin-top: 1.5555556em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; + } + .\32xl\:prose-sm h4 { + margin-top: 1.4285714em; + margin-bottom: 0.5714286em; + line-height: 1.4285714; + } + .\32xl\:prose-sm img { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .\32xl\:prose-sm video { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .\32xl\:prose-sm figure { + margin-top: 1.7142857em; + margin-bottom: 1.7142857em; + } + .\32xl\:prose-sm figure > * { + margin-top: 0; + margin-bottom: 0; + } + .\32xl\:prose-sm figure figcaption { + font-size: 0.8571429em; + line-height: 1.3333333; + margin-top: 0.6666667em; + } + .\32xl\:prose-sm code { + font-size: 0.8571429em; + } + .\32xl\:prose-sm h2 code { + font-size: 0.9em; + } + .\32xl\:prose-sm h3 code { + font-size: 0.8888889em; + } + .\32xl\:prose-sm pre { + font-size: 0.8571429em; + line-height: 1.6666667; + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + border-radius: 0.25rem; + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .\32xl\:prose-sm ol { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .\32xl\:prose-sm ul { + margin-top: 1.1428571em; + margin-bottom: 1.1428571em; + } + .\32xl\:prose-sm li { + margin-top: 0.2857143em; + margin-bottom: 0.2857143em; + } + .\32xl\:prose-sm ol > li { + padding-left: 1.5714286em; + } + .\32xl\:prose-sm ol > li::before { + left: 0; + } + .\32xl\:prose-sm ul > li { + padding-left: 1.5714286em; + } + .\32xl\:prose-sm ul > li::before { + height: 0.3571429em; + width: 0.3571429em; + top: calc(0.8571429em - 0.1785714em); + left: 0.2142857em; + } + .\32xl\:prose-sm > ul > li p { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; + } + .\32xl\:prose-sm > ul > li > :first-child { + margin-top: 1.1428571em; + } + .\32xl\:prose-sm > ul > li > :last-child { + margin-bottom: 1.1428571em; + } + .\32xl\:prose-sm > ol > li > :first-child { + margin-top: 1.1428571em; + } + .\32xl\:prose-sm > ol > li > :last-child { + margin-bottom: 1.1428571em; + } + .\32xl\:prose-sm ol ol, + .\32xl\:prose-sm ol ul, + .\32xl\:prose-sm ul ol, + .\32xl\:prose-sm ul ul { + margin-top: 0.5714286em; + margin-bottom: 0.5714286em; + } + .\32xl\:prose-sm hr { + margin-top: 2.8571429em; + margin-bottom: 2.8571429em; + } + .\32xl\:prose-sm hr + * { + margin-top: 0; + } + .\32xl\:prose-sm h2 + * { + margin-top: 0; + } + .\32xl\:prose-sm h3 + * { + margin-top: 0; + } + .\32xl\:prose-sm h4 + * { + margin-top: 0; + } + .\32xl\:prose-sm table { + font-size: 0.8571429em; + line-height: 1.5; + } + .\32xl\:prose-sm thead th { + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .\32xl\:prose-sm thead th:first-child { + padding-left: 0; + } + .\32xl\:prose-sm thead th:last-child { + padding-right: 0; + } + .\32xl\:prose-sm tbody td { + padding-top: 0.6666667em; + padding-right: 1em; + padding-bottom: 0.6666667em; + padding-left: 1em; + } + .\32xl\:prose-sm tbody td:first-child { + padding-left: 0; + } + .\32xl\:prose-sm tbody td:last-child { + padding-right: 0; + } + .\32xl\:prose-sm > :first-child { + margin-top: 0; + } + .\32xl\:prose-sm > :last-child { + margin-bottom: 0; + } + .\32xl\:prose-lg { + font-size: 1.125rem; + line-height: 1.7777778; + } + .\32xl\:prose-lg p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .\32xl\:prose-lg [class~="lead"] { + font-size: 1.2222222em; + line-height: 1.4545455; + margin-top: 1.0909091em; + margin-bottom: 1.0909091em; + } + .\32xl\:prose-lg blockquote { + margin-top: 1.6666667em; + margin-bottom: 1.6666667em; + padding-left: 1em; + } + .\32xl\:prose-lg h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.8333333em; + line-height: 1; + } + .\32xl\:prose-lg h2 { + font-size: 1.6666667em; + margin-top: 1.8666667em; + margin-bottom: 1.0666667em; + line-height: 1.3333333; + } + .\32xl\:prose-lg h3 { + font-size: 1.3333333em; + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; + } + .\32xl\:prose-lg h4 { + margin-top: 1.7777778em; + margin-bottom: 0.4444444em; + line-height: 1.5555556; + } + .\32xl\:prose-lg img { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .\32xl\:prose-lg video { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .\32xl\:prose-lg figure { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + } + .\32xl\:prose-lg figure > * { + margin-top: 0; + margin-bottom: 0; + } + .\32xl\:prose-lg figure figcaption { + font-size: 0.8888889em; + line-height: 1.5; + margin-top: 1em; + } + .\32xl\:prose-lg code { + font-size: 0.8888889em; + } + .\32xl\:prose-lg h2 code { + font-size: 0.8666667em; + } + .\32xl\:prose-lg h3 code { + font-size: 0.875em; + } + .\32xl\:prose-lg pre { + font-size: 0.8888889em; + line-height: 1.75; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.375rem; + padding-top: 1em; + padding-right: 1.5em; + padding-bottom: 1em; + padding-left: 1.5em; + } + .\32xl\:prose-lg ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .\32xl\:prose-lg ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .\32xl\:prose-lg li { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; + } + .\32xl\:prose-lg ol > li { + padding-left: 1.6666667em; + } + .\32xl\:prose-lg ol > li::before { + left: 0; + } + .\32xl\:prose-lg ul > li { + padding-left: 1.6666667em; + } + .\32xl\:prose-lg ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8888889em - 0.1666667em); + left: 0.2222222em; + } + .\32xl\:prose-lg > ul > li p { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .\32xl\:prose-lg > ul > li > :first-child { + margin-top: 1.3333333em; + } + .\32xl\:prose-lg > ul > li > :last-child { + margin-bottom: 1.3333333em; + } + .\32xl\:prose-lg > ol > li > :first-child { + margin-top: 1.3333333em; + } + .\32xl\:prose-lg > ol > li > :last-child { + margin-bottom: 1.3333333em; + } + .\32xl\:prose-lg ol ol, + .\32xl\:prose-lg ol ul, + .\32xl\:prose-lg ul ol, + .\32xl\:prose-lg ul ul { + margin-top: 0.8888889em; + margin-bottom: 0.8888889em; + } + .\32xl\:prose-lg hr { + margin-top: 3.1111111em; + margin-bottom: 3.1111111em; + } + .\32xl\:prose-lg hr + * { + margin-top: 0; + } + .\32xl\:prose-lg h2 + * { + margin-top: 0; + } + .\32xl\:prose-lg h3 + * { + margin-top: 0; + } + .\32xl\:prose-lg h4 + * { + margin-top: 0; + } + .\32xl\:prose-lg table { + font-size: 0.8888889em; + line-height: 1.5; + } + .\32xl\:prose-lg thead th { + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; + } + .\32xl\:prose-lg thead th:first-child { + padding-left: 0; + } + .\32xl\:prose-lg thead th:last-child { + padding-right: 0; + } + .\32xl\:prose-lg tbody td { + padding-top: 0.75em; + padding-right: 0.75em; + padding-bottom: 0.75em; + padding-left: 0.75em; + } + .\32xl\:prose-lg tbody td:first-child { + padding-left: 0; + } + .\32xl\:prose-lg tbody td:last-child { + padding-right: 0; + } + .\32xl\:prose-lg > :first-child { + margin-top: 0; + } + .\32xl\:prose-lg > :last-child { + margin-bottom: 0; + } + .\32xl\:prose-xl { + font-size: 1.25rem; + line-height: 1.8; + } + .\32xl\:prose-xl p { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .\32xl\:prose-xl [class~="lead"] { + font-size: 1.2em; + line-height: 1.5; + margin-top: 1em; + margin-bottom: 1em; + } + .\32xl\:prose-xl blockquote { + margin-top: 1.6em; + margin-bottom: 1.6em; + padding-left: 1.0666667em; + } + .\32xl\:prose-xl h1 { + font-size: 2.8em; + margin-top: 0; + margin-bottom: 0.8571429em; + line-height: 1; + } + .\32xl\:prose-xl h2 { + font-size: 1.8em; + margin-top: 1.5555556em; + margin-bottom: 0.8888889em; + line-height: 1.1111111; + } + .\32xl\:prose-xl h3 { + font-size: 1.5em; + margin-top: 1.6em; + margin-bottom: 0.6666667em; + line-height: 1.3333333; + } + .\32xl\:prose-xl h4 { + margin-top: 1.8em; + margin-bottom: 0.6em; + line-height: 1.6; + } + .\32xl\:prose-xl img { + margin-top: 2em; + margin-bottom: 2em; + } + .\32xl\:prose-xl video { + margin-top: 2em; + margin-bottom: 2em; + } + .\32xl\:prose-xl figure { + margin-top: 2em; + margin-bottom: 2em; + } + .\32xl\:prose-xl figure > * { + margin-top: 0; + margin-bottom: 0; + } + .\32xl\:prose-xl figure figcaption { + font-size: 0.9em; + line-height: 1.5555556; + margin-top: 1em; + } + .\32xl\:prose-xl code { + font-size: 0.9em; + } + .\32xl\:prose-xl h2 code { + font-size: 0.8611111em; + } + .\32xl\:prose-xl h3 code { + font-size: 0.9em; + } + .\32xl\:prose-xl pre { + font-size: 0.9em; + line-height: 1.7777778; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.1111111em; + padding-right: 1.3333333em; + padding-bottom: 1.1111111em; + padding-left: 1.3333333em; + } + .\32xl\:prose-xl ol { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .\32xl\:prose-xl ul { + margin-top: 1.2em; + margin-bottom: 1.2em; + } + .\32xl\:prose-xl li { + margin-top: 0.6em; + margin-bottom: 0.6em; + } + .\32xl\:prose-xl ol > li { + padding-left: 1.8em; + } + .\32xl\:prose-xl ol > li::before { + left: 0; + } + .\32xl\:prose-xl ul > li { + padding-left: 1.8em; + } + .\32xl\:prose-xl ul > li::before { + width: 0.35em; + height: 0.35em; + top: calc(0.9em - 0.175em); + left: 0.25em; + } + .\32xl\:prose-xl > ul > li p { + margin-top: 0.8em; + margin-bottom: 0.8em; + } + .\32xl\:prose-xl > ul > li > :first-child { + margin-top: 1.2em; + } + .\32xl\:prose-xl > ul > li > :last-child { + margin-bottom: 1.2em; + } + .\32xl\:prose-xl > ol > li > :first-child { + margin-top: 1.2em; + } + .\32xl\:prose-xl > ol > li > :last-child { + margin-bottom: 1.2em; + } + .\32xl\:prose-xl ol ol, + .\32xl\:prose-xl ol ul, + .\32xl\:prose-xl ul ol, + .\32xl\:prose-xl ul ul { + margin-top: 0.8em; + margin-bottom: 0.8em; + } + .\32xl\:prose-xl hr { + margin-top: 2.8em; + margin-bottom: 2.8em; + } + .\32xl\:prose-xl hr + * { + margin-top: 0; + } + .\32xl\:prose-xl h2 + * { + margin-top: 0; + } + .\32xl\:prose-xl h3 + * { + margin-top: 0; + } + .\32xl\:prose-xl h4 + * { + margin-top: 0; + } + .\32xl\:prose-xl table { + font-size: 0.9em; + line-height: 1.5555556; + } + .\32xl\:prose-xl thead th { + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; + } + .\32xl\:prose-xl thead th:first-child { + padding-left: 0; + } + .\32xl\:prose-xl thead th:last-child { + padding-right: 0; + } + .\32xl\:prose-xl tbody td { + padding-top: 0.8888889em; + padding-right: 0.6666667em; + padding-bottom: 0.8888889em; + padding-left: 0.6666667em; + } + .\32xl\:prose-xl tbody td:first-child { + padding-left: 0; + } + .\32xl\:prose-xl tbody td:last-child { + padding-right: 0; + } + .\32xl\:prose-xl > :first-child { + margin-top: 0; + } + .\32xl\:prose-xl > :last-child { + margin-bottom: 0; + } + .\32xl\:prose-2xl { + font-size: 1.5rem; + line-height: 1.6666667; + } + .\32xl\:prose-2xl p { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .\32xl\:prose-2xl [class~="lead"] { + font-size: 1.25em; + line-height: 1.4666667; + margin-top: 1.0666667em; + margin-bottom: 1.0666667em; + } + .\32xl\:prose-2xl blockquote { + margin-top: 1.7777778em; + margin-bottom: 1.7777778em; + padding-left: 1.1111111em; + } + .\32xl\:prose-2xl h1 { + font-size: 2.6666667em; + margin-top: 0; + margin-bottom: 0.875em; + line-height: 1; + } + .\32xl\:prose-2xl h2 { + font-size: 2em; + margin-top: 1.5em; + margin-bottom: 0.8333333em; + line-height: 1.0833333; + } + .\32xl\:prose-2xl h3 { + font-size: 1.5em; + margin-top: 1.5555556em; + margin-bottom: 0.6666667em; + line-height: 1.2222222; + } + .\32xl\:prose-2xl h4 { + margin-top: 1.6666667em; + margin-bottom: 0.6666667em; + line-height: 1.5; + } + .\32xl\:prose-2xl img { + margin-top: 2em; + margin-bottom: 2em; + } + .\32xl\:prose-2xl video { + margin-top: 2em; + margin-bottom: 2em; + } + .\32xl\:prose-2xl figure { + margin-top: 2em; + margin-bottom: 2em; + } + .\32xl\:prose-2xl figure > * { + margin-top: 0; + margin-bottom: 0; + } + .\32xl\:prose-2xl figure figcaption { + font-size: 0.8333333em; + line-height: 1.6; + margin-top: 1em; + } + .\32xl\:prose-2xl code { + font-size: 0.8333333em; + } + .\32xl\:prose-2xl h2 code { + font-size: 0.875em; + } + .\32xl\:prose-2xl h3 code { + font-size: 0.8888889em; + } + .\32xl\:prose-2xl pre { + font-size: 0.8333333em; + line-height: 1.8; + margin-top: 2em; + margin-bottom: 2em; + border-radius: 0.5rem; + padding-top: 1.2em; + padding-right: 1.6em; + padding-bottom: 1.2em; + padding-left: 1.6em; + } + .\32xl\:prose-2xl ol { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .\32xl\:prose-2xl ul { + margin-top: 1.3333333em; + margin-bottom: 1.3333333em; + } + .\32xl\:prose-2xl li { + margin-top: 0.5em; + margin-bottom: 0.5em; + } + .\32xl\:prose-2xl ol > li { + padding-left: 1.6666667em; + } + .\32xl\:prose-2xl ol > li::before { + left: 0; + } + .\32xl\:prose-2xl ul > li { + padding-left: 1.6666667em; + } + .\32xl\:prose-2xl ul > li::before { + width: 0.3333333em; + height: 0.3333333em; + top: calc(0.8333333em - 0.1666667em); + left: 0.25em; + } + .\32xl\:prose-2xl > ul > li p { + margin-top: 0.8333333em; + margin-bottom: 0.8333333em; + } + .\32xl\:prose-2xl > ul > li > :first-child { + margin-top: 1.3333333em; + } + .\32xl\:prose-2xl > ul > li > :last-child { + margin-bottom: 1.3333333em; + } + .\32xl\:prose-2xl > ol > li > :first-child { + margin-top: 1.3333333em; + } + .\32xl\:prose-2xl > ol > li > :last-child { + margin-bottom: 1.3333333em; + } + .\32xl\:prose-2xl ol ol, + .\32xl\:prose-2xl ol ul, + .\32xl\:prose-2xl ul ol, + .\32xl\:prose-2xl ul ul { + margin-top: 0.6666667em; + margin-bottom: 0.6666667em; + } + .\32xl\:prose-2xl hr { + margin-top: 3em; + margin-bottom: 3em; + } + .\32xl\:prose-2xl hr + * { + margin-top: 0; + } + .\32xl\:prose-2xl h2 + * { + margin-top: 0; + } + .\32xl\:prose-2xl h3 + * { + margin-top: 0; + } + .\32xl\:prose-2xl h4 + * { + margin-top: 0; + } + .\32xl\:prose-2xl table { + font-size: 0.8333333em; + line-height: 1.4; + } + .\32xl\:prose-2xl thead th { + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; + } + .\32xl\:prose-2xl thead th:first-child { + padding-left: 0; + } + .\32xl\:prose-2xl thead th:last-child { + padding-right: 0; + } + .\32xl\:prose-2xl tbody td { + padding-top: 0.8em; + padding-right: 0.6em; + padding-bottom: 0.8em; + padding-left: 0.6em; + } + .\32xl\:prose-2xl tbody td:first-child { + padding-left: 0; + } + .\32xl\:prose-2xl tbody td:last-child { + padding-right: 0; + } + .\32xl\:prose-2xl > :first-child { + margin-top: 0; + } + .\32xl\:prose-2xl > :last-child { + margin-bottom: 0; + } + .\32xl\:prose-red a { + color: #dc2626; + } + .\32xl\:prose-red a code { + color: #dc2626; + } + .\32xl\:prose-yellow a { + color: #d97706; + } + .\32xl\:prose-yellow a code { + color: #d97706; + } + .\32xl\:prose-green a { + color: #059669; + } + .\32xl\:prose-green a code { + color: #059669; + } + .\32xl\:prose-blue a { + color: #2563eb; + } + .\32xl\:prose-blue a code { + color: #2563eb; + } + .\32xl\:prose-indigo a { + color: #4f46e5; + } + .\32xl\:prose-indigo a code { + color: #4f46e5; + } + .\32xl\:prose-purple a { + color: #7c3aed; + } + .\32xl\:prose-purple a code { + color: #7c3aed; + } + .\32xl\:prose-pink a { + color: #db2777; + } + .\32xl\:prose-pink a code { + color: #db2777; + } +} diff --git a/ui/packages/app/tailwind.config.js b/ui/packages/app/tailwind.config.js index d4a433a491808..d88b3939155b3 100644 --- a/ui/packages/app/tailwind.config.js +++ b/ui/packages/app/tailwind.config.js @@ -5,5 +5,5 @@ module.exports = { darkMode: "class", // or 'media' or 'class' variants: { extend: {} - }, + } }; From 65b5b662b53769aecda2da14365bddff0871829d Mon Sep 17 00:00:00 2001 From: Ali Abid Date: Thu, 17 Mar 2022 14:04:46 -0500 Subject: [PATCH 66/81] changes --- ui/packages/app/src/App.svelte | 1 + 1 file changed, 1 insertion(+) diff --git a/ui/packages/app/src/App.svelte b/ui/packages/app/src/App.svelte index 27fbb113ced9d..2911718c5de87 100644 --- a/ui/packages/app/src/App.svelte +++ b/ui/packages/app/src/App.svelte @@ -12,6 +12,7 @@ import "./themes/huggingface.css"; import "./themes/grass.css"; import "./themes/peach.css"; + import "./themes/seafoam.css"; import "./themes/typography.min.css"; import { _ } from "svelte-i18n"; import { setupi18n } from "./i18n"; From a811a5cbfc60c58b15739d0bb3691327099d0739 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 17 Mar 2022 12:13:41 -0700 Subject: [PATCH 67/81] renamed variables --- gradio/utils.py | 26 +++++++++++++------------- 1 file changed, 13 insertions(+), 13 deletions(-) diff --git a/gradio/utils.py b/gradio/utils.py index 63dca5d7541ce..4d5a782da5415 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -215,33 +215,33 @@ def get_config_file(interface: Interface) -> Dict[str, Any]: } try: param_names = inspect.getfullargspec(interface.predict[0])[0] - for i, iface in enumerate(config["input_components"]): - if not iface["label"]: - if i < len(param_names): - iface["label"] = param_names[i].replace("_", " ") + for index, component in enumerate(config["input_components"]): + if not component["label"]: + if index < len(param_names): + component["label"] = param_names[i].replace("_", " ") else: - iface["label"] = ( - f"input {i + 1}" + component["label"] = ( + f"input {index + 1}" if len(config["input_components"]) > 1 else "input" ) - for i, iface in enumerate(config["output_components"]): + for index, component in enumerate(config["output_components"]): outputs_per_function = int( len(interface.output_components) / len(interface.predict) ) - function_index = i // outputs_per_function - component_index = i - function_index * outputs_per_function - if iface["label"] is None: - iface["label"] = ( + function_index = index // outputs_per_function + component_index = index - function_index * outputs_per_function + if component["label"] is None: + component["label"] = ( f"output {component_index + 1}" if outputs_per_function > 1 else "output" ) if len(interface.predict) > 1: - iface["label"] = ( + component["label"] = ( interface.function_names[function_index].replace("_", " ") + ": " - + iface["label"] + + component["label"] ) except ValueError: pass From fcacdd1b3458bd4a58159215384f4fe5ab048b92 Mon Sep 17 00:00:00 2001 From: aliabid94 Date: Thu, 17 Mar 2022 14:19:15 -0500 Subject: [PATCH 68/81] version upgrade (#833) Co-authored-by: Ali Abid --- gradio.egg-info/PKG-INFO | 2 +- gradio/version.txt | 2 +- setup.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/gradio.egg-info/PKG-INFO b/gradio.egg-info/PKG-INFO index b321f15c35955..9e5f5ea0e4e4b 100644 --- a/gradio.egg-info/PKG-INFO +++ b/gradio.egg-info/PKG-INFO @@ -1,6 +1,6 @@ Metadata-Version: 2.1 Name: gradio -Version: 2.8.10 +Version: 2.8.11 Summary: Python library for easily interacting with trained machine learning models Home-page: https://github.com/gradio-app/gradio-UI Author: Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq diff --git a/gradio/version.txt b/gradio/version.txt index 39e84545782b0..05822b7e6241d 100644 --- a/gradio/version.txt +++ b/gradio/version.txt @@ -1 +1 @@ -2.8.10 \ No newline at end of file +2.8.11 \ No newline at end of file diff --git a/setup.py b/setup.py index 2aeb42c4b1bc3..a91af019a5822 100644 --- a/setup.py +++ b/setup.py @@ -5,7 +5,7 @@ setup( name="gradio", - version="2.8.10", + version="2.8.11", include_package_data=True, description="Python library for easily interacting with trained machine learning models", author="Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq", From f63079f5c0de15e8c281117773aa3293a6d80782 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Thu, 17 Mar 2022 12:24:25 -0700 Subject: [PATCH 69/81] renamed variables --- gradio/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/gradio/utils.py b/gradio/utils.py index 4d5a782da5415..63019a7e6e322 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -218,7 +218,7 @@ def get_config_file(interface: Interface) -> Dict[str, Any]: for index, component in enumerate(config["input_components"]): if not component["label"]: if index < len(param_names): - component["label"] = param_names[i].replace("_", " ") + component["label"] = param_names[index].replace("_", " ") else: component["label"] = ( f"input {index + 1}" From 1a4302ce883986a5be377c74369ac0fdc45ce307 Mon Sep 17 00:00:00 2001 From: aliabid94 Date: Fri, 18 Mar 2022 09:14:07 -0500 Subject: [PATCH 70/81] description width fix (#836) * fix * upgrade Co-authored-by: Ali Abid --- gradio.egg-info/PKG-INFO | 2 +- gradio/version.txt | 2 +- setup.py | 2 +- ui/packages/app/src/App.svelte | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/gradio.egg-info/PKG-INFO b/gradio.egg-info/PKG-INFO index 9e5f5ea0e4e4b..5a8bfbc07cf65 100644 --- a/gradio.egg-info/PKG-INFO +++ b/gradio.egg-info/PKG-INFO @@ -1,6 +1,6 @@ Metadata-Version: 2.1 Name: gradio -Version: 2.8.11 +Version: 2.8.12 Summary: Python library for easily interacting with trained machine learning models Home-page: https://github.com/gradio-app/gradio-UI Author: Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq diff --git a/gradio/version.txt b/gradio/version.txt index 05822b7e6241d..d4a14aba0373e 100644 --- a/gradio/version.txt +++ b/gradio/version.txt @@ -1 +1 @@ -2.8.11 \ No newline at end of file +2.8.12 \ No newline at end of file diff --git a/setup.py b/setup.py index a91af019a5822..e0169235d4dc5 100644 --- a/setup.py +++ b/setup.py @@ -5,7 +5,7 @@ setup( name="gradio", - version="2.8.11", + version="2.8.12", include_package_data=True, description="Python library for easily interacting with trained machine learning models", author="Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq", diff --git a/ui/packages/app/src/App.svelte b/ui/packages/app/src/App.svelte index 2911718c5de87..3b4e39b981b90 100644 --- a/ui/packages/app/src/App.svelte +++ b/ui/packages/app/src/App.svelte @@ -62,7 +62,7 @@

{title}

{/if} {#if description} -

{@html description}

+

{@html description}

{/if} Date: Mon, 21 Mar 2022 06:13:02 -0400 Subject: [PATCH 71/81] add pipeline support for token classification --- gradio/external.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/gradio/external.py b/gradio/external.py index 9b30252346f96..c721319c67f14 100644 --- a/gradio/external.py +++ b/gradio/external.py @@ -203,6 +203,13 @@ def encode_to_base64(r: requests.Response) -> str: "preprocess": lambda x: {"inputs": x}, "postprocess": encode_to_base64, }, + "token-classification": { + # example model: hf.co/huggingface-course/bert-finetuned-ner + "inputs": inputs.Textbox(label="Input"), + "outputs": outputs.HighlightedText(label="Output"), + "preprocess": lambda x: {"inputs": x}, + "postprocess": lambda r: [(i["word"], i["entity_group"]) for i in r.json()], + }, } if p is None or not (p in pipelines): From e3e41d1b8781dea1909a1866272edd31496c7fe5 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Mon, 21 Mar 2022 09:58:22 -0700 Subject: [PATCH 72/81] formatting --- gradio/external.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/gradio/external.py b/gradio/external.py index c721319c67f14..d939ae845dbb8 100644 --- a/gradio/external.py +++ b/gradio/external.py @@ -203,7 +203,7 @@ def encode_to_base64(r: requests.Response) -> str: "preprocess": lambda x: {"inputs": x}, "postprocess": encode_to_base64, }, - "token-classification": { + "token-classification": { # example model: hf.co/huggingface-course/bert-finetuned-ner "inputs": inputs.Textbox(label="Input"), "outputs": outputs.HighlightedText(label="Output"), From 457df16d6b571f184028e606053f61176880add5 Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Mon, 21 Mar 2022 10:42:53 -0700 Subject: [PATCH 73/81] added full highlighting and tests --- gradio/external.py | 8 ++++++-- gradio/utils.py | 17 +++++++++++++++++ test/test_utils.py | 26 ++++++++++++++++++++++++++ 3 files changed, 49 insertions(+), 2 deletions(-) diff --git a/gradio/external.py b/gradio/external.py index d939ae845dbb8..2aa45f20ba782 100644 --- a/gradio/external.py +++ b/gradio/external.py @@ -4,7 +4,7 @@ import requests -from gradio import inputs, outputs +from gradio import inputs, outputs, utils def get_huggingface_interface(model_name, api_key, alias): @@ -208,7 +208,7 @@ def encode_to_base64(r: requests.Response) -> str: "inputs": inputs.Textbox(label="Input"), "outputs": outputs.HighlightedText(label="Output"), "preprocess": lambda x: {"inputs": x}, - "postprocess": lambda r: [(i["word"], i["entity_group"]) for i in r.json()], + "postprocess": lambda r: r, # Handled as a special case in query_huggingface_api() }, } @@ -232,6 +232,10 @@ def query_huggingface_api(*params): response.status_code ) ) + if p == "token-classification": # Handle as a special case since HF API only returns the named entities and we need the input as well + ner_groups = response.json() + input_string = params[0] + response = utils.format_ner_list(input_string, ner_groups) output = pipeline["postprocess"](response) return output diff --git a/gradio/utils.py b/gradio/utils.py index c58df36aa7947..6274c70d0a864 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -292,3 +292,20 @@ def get_default_args(func: Callable) -> Dict[str, Any]: v.default if v.default is not inspect.Parameter.empty else None for v in signature.parameters.values() ] + + +def format_ner_list(input_string: str, ner_groups: Dict[str: str | int]): + if len(ner_groups) == 0: + return [(input_string, None)] + + output = [] + prev_end = 0 + + for group in ner_groups: + entity, start, end = group["entity_group"], group["start"], group["end"] + output.append((input_string[prev_end:start], None)) + output.append((input_string[start:end], entity)) + prev_end = end + + output.append((input_string[end:], None)) + return output \ No newline at end of file diff --git a/test/test_utils.py b/test/test_utils.py index 4f17a68a14b6d..ee52a70539fa1 100644 --- a/test/test_utils.py +++ b/test/test_utils.py @@ -16,6 +16,7 @@ launch_analytics, readme_to_html, version_check, + format_ner_list, ) os.environ["GRADIO_ANALYTICS_ENABLED"] = "False" @@ -116,5 +117,30 @@ def test_get_ip_without_internet(self, mock_get): self.assertEqual(ip, "No internet connection") +class TestFormatNERList(unittest.TestCase): + def test_format_ner_list_standard(self): + string = "Wolfgang lives in Berlin" + groups = [{"entity_group": "PER", "start": 0, "end": 8}, + {"entity_group": "LOC", "start": 18, "end": 24}] + result = [('', None), + ("Wolfgang", "PER"), + (" lives in ", None), + ("Berlin", "LOC"), + ('', None)] + self.assertEqual( + format_ner_list(string, groups), + result + ) + + def test_format_ner_list_empty(self): + string = "I live in a city" + groups = [] + result = [("I live in a city", None)] + self.assertEqual( + format_ner_list(string, groups), + result + ) + + if __name__ == "__main__": unittest.main() From 05cc72b8a0d7b1d2d6b8bea1842fa9af3510c516 Mon Sep 17 00:00:00 2001 From: dawoodkhan82 Date: Mon, 21 Mar 2022 14:00:41 -0400 Subject: [PATCH 74/81] reformat --- gradio/external.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/gradio/external.py b/gradio/external.py index c721319c67f14..d939ae845dbb8 100644 --- a/gradio/external.py +++ b/gradio/external.py @@ -203,7 +203,7 @@ def encode_to_base64(r: requests.Response) -> str: "preprocess": lambda x: {"inputs": x}, "postprocess": encode_to_base64, }, - "token-classification": { + "token-classification": { # example model: hf.co/huggingface-course/bert-finetuned-ner "inputs": inputs.Textbox(label="Input"), "outputs": outputs.HighlightedText(label="Output"), From 10bb240e23d14868313afdbd134330311278ba38 Mon Sep 17 00:00:00 2001 From: dawoodkhan82 Date: Mon, 21 Mar 2022 14:02:17 -0400 Subject: [PATCH 75/81] reformat --- gradio/external.py | 4 +++- gradio/utils.py | 12 ++++++------ scripts/format_backend.sh | 6 +++--- test/test_utils.py | 30 ++++++++++++++---------------- 4 files changed, 26 insertions(+), 26 deletions(-) diff --git a/gradio/external.py b/gradio/external.py index 2aa45f20ba782..46faa02d0ed5a 100644 --- a/gradio/external.py +++ b/gradio/external.py @@ -232,7 +232,9 @@ def query_huggingface_api(*params): response.status_code ) ) - if p == "token-classification": # Handle as a special case since HF API only returns the named entities and we need the input as well + if ( + p == "token-classification" + ): # Handle as a special case since HF API only returns the named entities and we need the input as well ner_groups = response.json() input_string = params[0] response = utils.format_ner_list(input_string, ner_groups) diff --git a/gradio/utils.py b/gradio/utils.py index 6274c70d0a864..048e0719c3037 100644 --- a/gradio/utils.py +++ b/gradio/utils.py @@ -294,18 +294,18 @@ def get_default_args(func: Callable) -> Dict[str, Any]: ] -def format_ner_list(input_string: str, ner_groups: Dict[str: str | int]): +def format_ner_list(input_string: str, ner_groups: Dict[str : str | int]): if len(ner_groups) == 0: return [(input_string, None)] - + output = [] prev_end = 0 - + for group in ner_groups: entity, start, end = group["entity_group"], group["start"], group["end"] output.append((input_string[prev_end:start], None)) output.append((input_string[start:end], entity)) prev_end = end - - output.append((input_string[end:], None)) - return output \ No newline at end of file + + output.append((input_string[end:], None)) + return output diff --git a/scripts/format_backend.sh b/scripts/format_backend.sh index 78584104285c8..615cca07f21bc 100644 --- a/scripts/format_backend.sh +++ b/scripts/format_backend.sh @@ -4,7 +4,7 @@ if [ -z "$(ls | grep CONTRIBUTING.md)" ]; then exit -1 else echo "Formatting backend and tests with black and isort, also checking for standards with flake8" - python -m black gradio test - python -m isort --profile=black gradio test - python -m flake8 --ignore=E731,E501,E722,W503,E126,F401,E203 gradio test + python3 -m black gradio test + python3 -m isort --profile=black gradio test + python3 -m flake8 --ignore=E731,E501,E722,W503,E126,F401,E203 gradio test fi diff --git a/test/test_utils.py b/test/test_utils.py index ee52a70539fa1..70d1f7e2535a7 100644 --- a/test/test_utils.py +++ b/test/test_utils.py @@ -10,13 +10,13 @@ from gradio.utils import ( colab_check, error_analytics, + format_ner_list, get_local_ip_address, ipython_check, json, launch_analytics, readme_to_html, version_check, - format_ner_list, ) os.environ["GRADIO_ANALYTICS_ENABLED"] = "False" @@ -120,26 +120,24 @@ def test_get_ip_without_internet(self, mock_get): class TestFormatNERList(unittest.TestCase): def test_format_ner_list_standard(self): string = "Wolfgang lives in Berlin" - groups = [{"entity_group": "PER", "start": 0, "end": 8}, - {"entity_group": "LOC", "start": 18, "end": 24}] - result = [('', None), - ("Wolfgang", "PER"), - (" lives in ", None), - ("Berlin", "LOC"), - ('', None)] - self.assertEqual( - format_ner_list(string, groups), - result - ) + groups = [ + {"entity_group": "PER", "start": 0, "end": 8}, + {"entity_group": "LOC", "start": 18, "end": 24}, + ] + result = [ + ("", None), + ("Wolfgang", "PER"), + (" lives in ", None), + ("Berlin", "LOC"), + ("", None), + ] + self.assertEqual(format_ner_list(string, groups), result) def test_format_ner_list_empty(self): string = "I live in a city" groups = [] result = [("I live in a city", None)] - self.assertEqual( - format_ner_list(string, groups), - result - ) + self.assertEqual(format_ner_list(string, groups), result) if __name__ == "__main__": From 64d048409f30f09849659d8adab4538cc56b6d8c Mon Sep 17 00:00:00 2001 From: dawoodkhan82 Date: Mon, 21 Mar 2022 14:02:59 -0400 Subject: [PATCH 76/81] undo script change --- scripts/format_backend.sh | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/scripts/format_backend.sh b/scripts/format_backend.sh index 615cca07f21bc..78584104285c8 100644 --- a/scripts/format_backend.sh +++ b/scripts/format_backend.sh @@ -4,7 +4,7 @@ if [ -z "$(ls | grep CONTRIBUTING.md)" ]; then exit -1 else echo "Formatting backend and tests with black and isort, also checking for standards with flake8" - python3 -m black gradio test - python3 -m isort --profile=black gradio test - python3 -m flake8 --ignore=E731,E501,E722,W503,E126,F401,E203 gradio test + python -m black gradio test + python -m isort --profile=black gradio test + python -m flake8 --ignore=E731,E501,E722,W503,E126,F401,E203 gradio test fi From d1874929ebec48fba3b7c00968f1be26c05e517b Mon Sep 17 00:00:00 2001 From: Abubakar Abid Date: Mon, 21 Mar 2022 11:15:31 -0700 Subject: [PATCH 77/81] 2.8.13 release --- gradio.egg-info/PKG-INFO | 2 +- gradio/version.txt | 2 +- setup.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/gradio.egg-info/PKG-INFO b/gradio.egg-info/PKG-INFO index 5a8bfbc07cf65..22b0951f2c436 100644 --- a/gradio.egg-info/PKG-INFO +++ b/gradio.egg-info/PKG-INFO @@ -1,6 +1,6 @@ Metadata-Version: 2.1 Name: gradio -Version: 2.8.12 +Version: 2.8.13 Summary: Python library for easily interacting with trained machine learning models Home-page: https://github.com/gradio-app/gradio-UI Author: Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq diff --git a/gradio/version.txt b/gradio/version.txt index d4a14aba0373e..678f497d1efc6 100644 --- a/gradio/version.txt +++ b/gradio/version.txt @@ -1 +1 @@ -2.8.12 \ No newline at end of file +2.8.13 \ No newline at end of file diff --git a/setup.py b/setup.py index e0169235d4dc5..fe1e7b14b6808 100644 --- a/setup.py +++ b/setup.py @@ -5,7 +5,7 @@ setup( name="gradio", - version="2.8.12", + version="2.8.13", include_package_data=True, description="Python library for easily interacting with trained machine learning models", author="Abubakar Abid, Ali Abid, Ali Abdalla, Dawood Khan, Ahsen Khaliq", From a1cea8eefa9e40cd572012b818a0546ba34365e3 Mon Sep 17 00:00:00 2001 From: aliabd Date: Tue, 22 Mar 2022 03:31:23 +0200 Subject: [PATCH 78/81] changes to markdown guide --- guides/adding_markdown_and_other_text.md | 57 ------------ .../adding_rich_descriptions_to_your_demo.md | 81 ++++++++++++++++++ .../annotated.png | Bin 483716 -> 0 bytes .../annotated.png | Bin 0 -> 406246 bytes 4 files changed, 81 insertions(+), 57 deletions(-) delete mode 100644 guides/adding_markdown_and_other_text.md create mode 100644 guides/adding_rich_descriptions_to_your_demo.md delete mode 100644 website/homepage/src/assets/img/guides/adding_markdown_and_other_text/annotated.png create mode 100644 website/homepage/src/assets/img/guides/adding_rich_descriptions_to_your_demo/annotated.png diff --git a/guides/adding_markdown_and_other_text.md b/guides/adding_markdown_and_other_text.md deleted file mode 100644 index cb27b644f5d35..0000000000000 --- a/guides/adding_markdown_and_other_text.md +++ /dev/null @@ -1,57 +0,0 @@ -# Adding Markdown and Other Text - -related_spaces: https://huggingface.co/spaces/ThomasSimonini/Chat-with-Gandalf-GPT-J6B, https://huggingface.co/spaces/kingabzpro/Rick_and_Morty_Bot, https://huggingface.co/spaces/nateraw/cryptopunks-generator -tags: MARKDOWN, DESCRIPTION, ARTICLE - -## Introduction - -When an interface is shared, it is usually accompanied with some form of explanatory text, links or images. This guide will go over how to easily add these on gradio. - -For example, take a look at this fun chatbot interface below. It has a title, description, image as well as links in the bottom. - - - -## The parameters in `Interface` - -There are three parameters in `Interface` where text can go: - -* `Title`: which accepts text and can displays it at the very top of interface -* `Description`: which accepts text, markdown or HTML and places it right under the title. -* `Article`: which is also accepts text, markdown or HTML but places it below the interface. - -![annotated](website/src/assets/img/guides/adding_markdown_and_other_text/annotated.png) - -## Code example - -Here's all the text-related code required to recreate the interface above. - -```python -import gradio as gr - -title = "Talk To Me Morty" -description = """ -

-

-The bot was trained on Rick and Morty dialogues Kaggle Dataset using DialoGPT. -rick -
-

-""" -article = """ - - -

-Project is Available at DAGsHub -

-""" -... - -gr.Interface(fn=predict, ... , title=title, description=description, article=article).launch() - -``` - -Of course, you don't have to use HTML and can instead rely on markdown. Here's a neat [cheatsheet](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet) with the most common markdown commands. - -### That's all! Happy building :) \ No newline at end of file diff --git a/guides/adding_rich_descriptions_to_your_demo.md b/guides/adding_rich_descriptions_to_your_demo.md new file mode 100644 index 0000000000000..82a3b67aca397 --- /dev/null +++ b/guides/adding_rich_descriptions_to_your_demo.md @@ -0,0 +1,81 @@ +# Adding Rich Descriptions to Your Demo + +related_spaces: https://huggingface.co/spaces/ThomasSimonini/Chat-with-Gandalf-GPT-J6B, https://huggingface.co/spaces/kingabzpro/Rick_and_Morty_Bot, https://huggingface.co/spaces/nateraw/cryptopunks-generator +tags: MARKDOWN, DESCRIPTION, ARTICLE + +## Introduction + +When an interface is shared, it is usually accompanied with some form of explanatory text, links or images. This guide will go over how to easily add these on gradio. + +For example, take a look at this fun chatbot interface below. It has a title, description, image as well as a link in the bottom. + + + +## The parameters in `Interface` + +There are three parameters in `Interface` where text can go: + +* `title`: which accepts text and can displays it at the very top of interface +* `description`: which accepts text, markdown or HTML and places it right under the title. +* `article`: which is also accepts text, markdown or HTML but places it below the interface. + +![annotated](website/src/assets/img/guides/adding_rich_descriptions_to_your_demo/annotated.png) + +## Code example + +Here's all the text-related code required to recreate the interface shown above. + +```python +import gradio as gr + +title = "Ask Rick a Question" +description = """ +
+The bot was trained to answer questions based on Rick and Morty dialogues. Ask Rick anything! + +
+""" + +article = "Check out [the original Rick and Morty Bot](https://huggingface.co/spaces/kingabzpro/Rick_and_Morty_Bot) that this demo is based off of." + +from transformers import AutoModelForCausalLM, AutoTokenizer +import torch + +tokenizer = AutoTokenizer.from_pretrained("ericzhou/DialoGPT-Medium-Rick_v2") +model = AutoModelForCausalLM.from_pretrained("ericzhou/DialoGPT-Medium-Rick_v2") + +def predict(input): + # tokenize the new input sentence + new_user_input_ids = tokenizer.encode(input + tokenizer.eos_token, return_tensors='pt') + + # generate a response + history = model.generate(new_user_input_ids, max_length=1000, pad_token_id=tokenizer.eos_token_id).tolist() + + # convert the tokens to text, and then split the responses into the right format + response = tokenizer.decode(history[0]).split("<|endoftext|>") + return response[1] + +gr.Interface(fn = predict, inputs = ["textbox"], outputs = ["text"], title = title, description = description, article = article).launch() + +``` + +Of course, you don't have to use HTML and can instead rely on markdown, like we've done in the `article` parameter above. + +The table below shows the syntax for the most common markdown commands. + +| Type | Syntax | +| ----------- | ----------- | +| Header | # Heading 1 ## Heading 2 ### Heading 3 | +| Link | \[gradio's website](https://gradio.app) | +| Image | !\[gradio's logo](https://gradio.app/assets/img/logo.png) | +| Text Formatting | \_italic_ \*\*bold** | +| List | \* Item 1 \* Item 2 | +| Quote | \> this is a quote | +| Code | Inline \`code\` has \`back-ticks around\` it. | + + + +Here's a neat [cheatsheet](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet) with more. + + +### That's all! 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f"{copy_button}

-Complete Tutorial -

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zfeU{ga=Ub;N>)|TXm;{gY2Cs{nvJJ1U#0BF!4E;}VMRwr7g6!Eg!jVpufIlAT|U-25lM{JkUp%U8hiThBi5GsFAyb?@GK1Sl79 z2f<78X^0TkE+1IL1KgnYwbQ>oVI4aaE|zt1Zd7zB&)q-#)t}e=($N^vH)rU>CJ&ul zgXaywC7n3Pq5Ch=rXIio@lS-}PX}A7x)WDA8m8~SF^SpPy42okb1OF1ZNXDWJw2*_ z?LV(ypdT-yd^5tts_Pqn*(mo5HP;lp7ycNTEZc&_q>pEY zV7wU$ZdLrYs)0_E%_T!urqoE+6_<&dbWP}U!$N0stwX?Zs)Dz@mqR(4;vEAy-Q0-< zg^>rN5~d;@Cr<ier| zC{Mnnfm(MQW?lc*EYq?gB7Z{gRH2dJm*V_b0Nw{MM<1D{INWgdLszTS--l!T*5b@} zYCgYYF?O!2l%-T=tBy1j{(VD-SdUc-c)|@96YnDdP|G4&<;wk79`kFHN=}$mVF{ki z6B~xIkqlh_7zJ?fl&bwA$J2unYl!NDd}hBe(a!{+DVL^?J-MXuziY&qu!@1whSkC+wa45EP+5A?HLZK&T%Co9yz~ z=8I6@yf8->zv*-bBn?Eo+i8U)j2!SzlP3rb#hEiv4$>D$t+0eOD$I%#2R|u{cgbpFCS6u?#af{gf9N z@$QvF|6C?Gi*3@H8k!0UJox7s_{Zzizt;M%mtK1t{1ZX{KHyuKE?X!0ufuB;{`*^r zvoY;|z17I@zoeXhA3mP(PXhh-GY6}rJ$nCjB=}Iz|Nfz?ti2hC;F9nXzIC>^sH Date: Thu, 17 Mar 2022 13:29:29 -0500 Subject: [PATCH 64/81] restore typography --- ui/packages/app/src/App.svelte | 4 ++-- ui/packages/app/src/themes/typography.min.css | 1 + ui/packages/app/tailwind.config.js | 4 ---- 3 files changed, 3 insertions(+), 6 deletions(-) create mode 100644 ui/packages/app/src/themes/typography.min.css diff --git a/ui/packages/app/src/App.svelte b/ui/packages/app/src/App.svelte index d42cd1de61536..5b2a850585e0b 100644 --- a/ui/packages/app/src/App.svelte +++ b/ui/packages/app/src/App.svelte @@ -12,7 +12,7 @@ import "./themes/huggingface.css"; import "./themes/grass.css"; import "./themes/peach.css"; - import "./themes/seafoam.css"; + import "./themes/typography.min.css"; import { _ } from "svelte-i18n"; import { setupi18n } from "./i18n"; setupi18n(); @@ -60,7 +60,7 @@

") output_html = markdown2.markdown( - guide_output, extras=["target-blank-links", "header-ids"] + guide_output, extras=["target-blank-links", "header-ids", "tables"] ) os.makedirs("generated", exist_ok=True) os.makedirs(os.path.join("generated", guide["name"]), exist_ok=True) From d4431943359681464cec4e3786b7df7a9658cecb Mon Sep 17 00:00:00 2001 From: aliabd Date: Tue, 22 Mar 2022 03:32:25 +0200 Subject: [PATCH 80/81] table styling --- website/homepage/src/guides_template.html | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/website/homepage/src/guides_template.html b/website/homepage/src/guides_template.html index b51765ec1eff9..83f4fb7cc0bf5 100644 --- a/website/homepage/src/guides_template.html +++ b/website/homepage/src/guides_template.html @@ -88,6 +88,20 @@ padding-inline-start: 40px; list-style-type: none; } + + table { + margin: auto; + } + + th { + background: #ccc; + } + + th, td { + border: 1px solid #ccc; + padding: 10px; + } +