Spaces:
Runtime error
Runtime error
"""Implements a FastAPI server to run the gradio interface. Note that some types in this | |
module use the Optional/Union notation so that they work correctly with pydantic.""" | |
from __future__ import annotations | |
import asyncio | |
import contextlib | |
import sys | |
if sys.version_info >= (3, 9): | |
from importlib.resources import files | |
else: | |
from importlib_resources import files | |
import inspect | |
import json | |
import mimetypes | |
import os | |
import posixpath | |
import secrets | |
import shutil | |
import tempfile | |
import threading | |
import time | |
import traceback | |
from pathlib import Path | |
from queue import Empty as EmptyQueue | |
from typing import TYPE_CHECKING, Any, AsyncIterator, Dict, List, Optional, Type | |
import fastapi | |
import httpx | |
import markupsafe | |
import orjson | |
from fastapi import BackgroundTasks, Depends, FastAPI, HTTPException, status | |
from fastapi.middleware.cors import CORSMiddleware | |
from fastapi.responses import ( | |
FileResponse, | |
HTMLResponse, | |
JSONResponse, | |
PlainTextResponse, | |
) | |
from fastapi.security import OAuth2PasswordRequestForm | |
from fastapi.templating import Jinja2Templates | |
from gradio_client import utils as client_utils | |
from gradio_client.documentation import document, set_documentation_group | |
from gradio_client.utils import ServerMessage | |
from jinja2.exceptions import TemplateNotFound | |
from multipart.multipart import parse_options_header | |
from starlette.background import BackgroundTask | |
from starlette.responses import RedirectResponse, StreamingResponse | |
import gradio | |
import gradio.ranged_response as ranged_response | |
from gradio import route_utils, utils, wasm_utils | |
from gradio.context import Context | |
from gradio.data_classes import ComponentServerBody, PredictBody, ResetBody | |
from gradio.exceptions import Error | |
from gradio.oauth import attach_oauth | |
from gradio.queueing import Estimation | |
from gradio.route_utils import ( # noqa: F401 | |
FileUploadProgress, | |
GradioMultiPartParser, | |
GradioUploadFile, | |
MultiPartException, | |
Request, | |
) | |
from gradio.state_holder import StateHolder | |
from gradio.utils import ( | |
get_package_version, | |
) | |
if TYPE_CHECKING: | |
from gradio.blocks import Block | |
mimetypes.init() | |
STATIC_TEMPLATE_LIB = files("gradio").joinpath("templates").as_posix() # type: ignore | |
STATIC_PATH_LIB = files("gradio").joinpath("templates", "frontend", "static").as_posix() # type: ignore | |
BUILD_PATH_LIB = files("gradio").joinpath("templates", "frontend", "assets").as_posix() # type: ignore | |
VERSION = get_package_version() | |
class ORJSONResponse(JSONResponse): | |
media_type = "application/json" | |
def _render(content: Any) -> bytes: | |
return orjson.dumps( | |
content, | |
option=orjson.OPT_SERIALIZE_NUMPY | orjson.OPT_PASSTHROUGH_DATETIME, | |
default=str, | |
) | |
def render(self, content: Any) -> bytes: | |
return ORJSONResponse._render(content) | |
def _render_str(content: Any) -> str: | |
return ORJSONResponse._render(content).decode("utf-8") | |
def toorjson(value): | |
return markupsafe.Markup( | |
ORJSONResponse._render_str(value) | |
.replace("<", "\\u003c") | |
.replace(">", "\\u003e") | |
.replace("&", "\\u0026") | |
.replace("'", "\\u0027") | |
) | |
templates = Jinja2Templates(directory=STATIC_TEMPLATE_LIB) | |
templates.env.filters["toorjson"] = toorjson | |
client = httpx.AsyncClient() | |
def move_uploaded_files_to_cache(files: list[str], destinations: list[str]) -> None: | |
for file, dest in zip(files, destinations): | |
shutil.move(file, dest) | |
file_upload_statuses = FileUploadProgress() | |
class App(FastAPI): | |
""" | |
FastAPI App Wrapper | |
""" | |
def __init__(self, **kwargs): | |
self.tokens = {} | |
self.auth = None | |
self.blocks: gradio.Blocks | None = None | |
self.state_holder = StateHolder() | |
self.iterators: dict[str, AsyncIterator] = {} | |
self.iterators_to_reset: set[str] = set() | |
self.lock = utils.safe_get_lock() | |
self.cookie_id = secrets.token_urlsafe(32) | |
self.queue_token = secrets.token_urlsafe(32) | |
self.startup_events_triggered = False | |
self.uploaded_file_dir = os.environ.get("GRADIO_TEMP_DIR") or str( | |
(Path(tempfile.gettempdir()) / "gradio").resolve() | |
) | |
self.change_event: None | threading.Event = None | |
self._asyncio_tasks: list[asyncio.Task] = [] | |
# Allow user to manually set `docs_url` and `redoc_url` | |
# when instantiating an App; when they're not set, disable docs and redoc. | |
kwargs.setdefault("docs_url", None) | |
kwargs.setdefault("redoc_url", None) | |
super().__init__(**kwargs) | |
def configure_app(self, blocks: gradio.Blocks) -> None: | |
auth = blocks.auth | |
if auth is not None: | |
if not callable(auth): | |
self.auth = {account[0]: account[1] for account in auth} | |
else: | |
self.auth = auth | |
else: | |
self.auth = None | |
self.blocks = blocks | |
self.cwd = os.getcwd() | |
self.favicon_path = blocks.favicon_path | |
self.tokens = {} | |
self.root_path = blocks.root_path | |
self.state_holder.set_blocks(blocks) | |
def get_blocks(self) -> gradio.Blocks: | |
if self.blocks is None: | |
raise ValueError("No Blocks has been configured for this app.") | |
return self.blocks | |
def build_proxy_request(self, url_path): | |
url = httpx.URL(url_path) | |
assert self.blocks | |
# Don't proxy a URL unless it's a URL specifically loaded by the user using | |
# gr.load() to prevent SSRF or harvesting of HF tokens by malicious Spaces. | |
is_safe_url = any( | |
url.host == httpx.URL(root).host for root in self.blocks.proxy_urls | |
) | |
if not is_safe_url: | |
raise PermissionError("This URL cannot be proxied.") | |
is_hf_url = url.host.endswith(".hf.space") | |
headers = {} | |
if Context.hf_token is not None and is_hf_url: | |
headers["Authorization"] = f"Bearer {Context.hf_token}" | |
rp_req = client.build_request("GET", url, headers=headers) | |
return rp_req | |
def _cancel_asyncio_tasks(self): | |
for task in self._asyncio_tasks: | |
task.cancel() | |
self._asyncio_tasks = [] | |
def create_app( | |
blocks: gradio.Blocks, app_kwargs: Dict[str, Any] | None = None | |
) -> App: | |
app_kwargs = app_kwargs or {} | |
app_kwargs.setdefault("default_response_class", ORJSONResponse) | |
app = App(**app_kwargs) | |
app.configure_app(blocks) | |
if not wasm_utils.IS_WASM: | |
app.add_middleware( | |
CORSMiddleware, | |
allow_origins=["*"], | |
allow_methods=["*"], | |
allow_headers=["*"], | |
) | |
def get_current_user(request: fastapi.Request) -> Optional[str]: | |
token = request.cookies.get( | |
f"access-token-{app.cookie_id}" | |
) or request.cookies.get(f"access-token-unsecure-{app.cookie_id}") | |
return app.tokens.get(token) | |
def login_check(user: str = Depends(get_current_user)): | |
if app.auth is None or user is not None: | |
return | |
raise HTTPException( | |
status_code=status.HTTP_401_UNAUTHORIZED, detail="Not authenticated" | |
) | |
def get_token(request: fastapi.Request) -> dict: | |
token = request.cookies.get(f"access-token-{app.cookie_id}") | |
return {"token": token, "user": app.tokens.get(token)} | |
def app_id(request: fastapi.Request) -> dict: | |
return {"app_id": app.get_blocks().app_id} | |
async def notify_changes( | |
request: fastapi.Request, | |
): | |
async def reload_checker(request: fastapi.Request): | |
heartbeat_rate = 15 | |
check_rate = 0.05 | |
last_heartbeat = time.perf_counter() | |
while True: | |
if await request.is_disconnected(): | |
return | |
if app.change_event and app.change_event.is_set(): | |
app.change_event.clear() | |
yield """data: CHANGE\n\n""" | |
await asyncio.sleep(check_rate) | |
if time.perf_counter() - last_heartbeat > heartbeat_rate: | |
yield """data: HEARTBEAT\n\n""" | |
last_heartbeat = time.time() | |
return StreamingResponse( | |
reload_checker(request), | |
media_type="text/event-stream", | |
) | |
def login(form_data: OAuth2PasswordRequestForm = Depends()): | |
username, password = form_data.username.strip(), form_data.password | |
if app.auth is None: | |
return RedirectResponse(url="/", status_code=status.HTTP_302_FOUND) | |
if ( | |
not callable(app.auth) | |
and username in app.auth | |
and app.auth[username] == password | |
) or (callable(app.auth) and app.auth.__call__(username, password)): | |
token = secrets.token_urlsafe(16) | |
app.tokens[token] = username | |
response = JSONResponse(content={"success": True}) | |
response.set_cookie( | |
key=f"access-token-{app.cookie_id}", | |
value=token, | |
httponly=True, | |
samesite="none", | |
secure=True, | |
) | |
response.set_cookie( | |
key=f"access-token-unsecure-{app.cookie_id}", | |
value=token, | |
httponly=True, | |
) | |
return response | |
else: | |
raise HTTPException(status_code=400, detail="Incorrect credentials.") | |
############### | |
# OAuth Routes | |
############### | |
# Define OAuth routes if the app expects it (i.e. a LoginButton is defined). | |
# It allows users to "Sign in with HuggingFace". | |
if app.blocks is not None and app.blocks.expects_oauth: | |
attach_oauth(app) | |
############### | |
# Main Routes | |
############### | |
def main(request: fastapi.Request, user: str = Depends(get_current_user)): | |
mimetypes.add_type("application/javascript", ".js") | |
blocks = app.get_blocks() | |
root_path = ( | |
request.scope.get("root_path") | |
or request.headers.get("X-Direct-Url") | |
or "" | |
) | |
if app.auth is None or user is not None: | |
config = app.get_blocks().config | |
config["root"] = route_utils.strip_url(root_path) | |
else: | |
config = { | |
"auth_required": True, | |
"auth_message": blocks.auth_message, | |
"space_id": app.get_blocks().space_id, | |
"root": route_utils.strip_url(root_path), | |
} | |
try: | |
template = ( | |
"frontend/share.html" if blocks.share else "frontend/index.html" | |
) | |
return templates.TemplateResponse( | |
template, | |
{"request": request, "config": config}, | |
) | |
except TemplateNotFound as err: | |
if blocks.share: | |
raise ValueError( | |
"Did you install Gradio from source files? Share mode only " | |
"works when Gradio is installed through the pip package." | |
) from err | |
else: | |
raise ValueError( | |
"Did you install Gradio from source files? You need to build " | |
"the frontend by running /scripts/build_frontend.sh" | |
) from err | |
def api_info(serialize: bool = True): | |
# config = app.get_blocks().get_api_info() | |
return app.get_blocks().get_api_info() # type: ignore | |
def get_config(request: fastapi.Request): | |
root_path = ( | |
request.scope.get("root_path") | |
or request.headers.get("X-Direct-Url") | |
or "" | |
) | |
config = app.get_blocks().config | |
config["root"] = route_utils.strip_url(root_path) | |
return config | |
def static_resource(path: str): | |
static_file = safe_join(STATIC_PATH_LIB, path) | |
return FileResponse(static_file) | |
def custom_component_path(id: str, type: str, file_name: str): | |
config = app.get_blocks().config | |
components = config["components"] | |
location = next( | |
(item for item in components if item["component_class_id"] == id), None | |
) | |
if location is None: | |
raise HTTPException(status_code=404, detail="Component not found.") | |
component_instance = app.get_blocks().get_component(location["id"]) | |
module_name = component_instance.__class__.__module__ | |
module_path = sys.modules[module_name].__file__ | |
if module_path is None or component_instance is None: | |
raise HTTPException(status_code=404, detail="Component not found.") | |
return FileResponse( | |
safe_join( | |
str(Path(module_path).parent), | |
f"{component_instance.__class__.TEMPLATE_DIR}/{type}/{file_name}", | |
) | |
) | |
def build_resource(path: str): | |
build_file = safe_join(BUILD_PATH_LIB, path) | |
return FileResponse(build_file) | |
async def favicon(): | |
blocks = app.get_blocks() | |
if blocks.favicon_path is None: | |
return static_resource("img/logo.svg") | |
else: | |
return FileResponse(blocks.favicon_path) | |
async def reverse_proxy(url_path: str): | |
# Adapted from: https://github.com/tiangolo/fastapi/issues/1788 | |
try: | |
rp_req = app.build_proxy_request(url_path) | |
except PermissionError as err: | |
raise HTTPException(status_code=400, detail=str(err)) from err | |
rp_resp = await client.send(rp_req, stream=True) | |
return StreamingResponse( | |
rp_resp.aiter_raw(), | |
status_code=rp_resp.status_code, | |
headers=rp_resp.headers, # type: ignore | |
background=BackgroundTask(rp_resp.aclose), | |
) | |
async def file(path_or_url: str, request: fastapi.Request): | |
blocks = app.get_blocks() | |
if client_utils.is_http_url_like(path_or_url): | |
return RedirectResponse( | |
url=path_or_url, status_code=status.HTTP_302_FOUND | |
) | |
abs_path = utils.abspath(path_or_url) | |
in_blocklist = any( | |
utils.is_in_or_equal(abs_path, blocked_path) | |
for blocked_path in blocks.blocked_paths | |
) | |
is_dir = abs_path.is_dir() | |
if in_blocklist or is_dir: | |
raise HTTPException(403, f"File not allowed: {path_or_url}.") | |
created_by_app = str(abs_path) in set().union(*blocks.temp_file_sets) | |
in_allowlist = any( | |
utils.is_in_or_equal(abs_path, allowed_path) | |
for allowed_path in blocks.allowed_paths | |
) | |
was_uploaded = utils.is_in_or_equal(abs_path, app.uploaded_file_dir) | |
is_cached_example = utils.is_in_or_equal( | |
abs_path, utils.abspath(utils.get_cache_folder()) | |
) | |
if not ( | |
created_by_app or in_allowlist or was_uploaded or is_cached_example | |
): | |
raise HTTPException(403, f"File not allowed: {path_or_url}.") | |
if not abs_path.exists(): | |
raise HTTPException(404, f"File not found: {path_or_url}.") | |
range_val = request.headers.get("Range", "").strip() | |
if range_val.startswith("bytes=") and "-" in range_val: | |
range_val = range_val[6:] | |
start, end = range_val.split("-") | |
if start.isnumeric() and end.isnumeric(): | |
start = int(start) | |
end = int(end) | |
response = ranged_response.RangedFileResponse( | |
abs_path, | |
ranged_response.OpenRange(start, end), | |
dict(request.headers), | |
stat_result=os.stat(abs_path), | |
) | |
return response | |
return FileResponse(abs_path, headers={"Accept-Ranges": "bytes"}) | |
async def stream( | |
session_hash: str, run: int, component_id: int, request: fastapi.Request | |
): | |
stream: list = ( | |
app.get_blocks() | |
.pending_streams[session_hash] | |
.get(run, {}) | |
.get(component_id, None) | |
) | |
if stream is None: | |
raise HTTPException(404, "Stream not found.") | |
def stream_wrapper(): | |
check_stream_rate = 0.01 | |
max_wait_time = 120 # maximum wait between yields - assume generator thread has crashed otherwise. | |
wait_time = 0 | |
while True: | |
if len(stream) == 0: | |
if wait_time > max_wait_time: | |
return | |
wait_time += check_stream_rate | |
time.sleep(check_stream_rate) | |
continue | |
wait_time = 0 | |
next_stream = stream.pop(0) | |
if next_stream is None: | |
return | |
yield next_stream | |
return StreamingResponse(stream_wrapper()) | |
async def file_deprecated(path: str, request: fastapi.Request): | |
return await file(path, request) | |
async def reset_iterator(body: ResetBody): | |
if body.event_id not in app.iterators: | |
return {"success": False} | |
async with app.lock: | |
del app.iterators[body.event_id] | |
app.iterators_to_reset.add(body.event_id) | |
await app.get_blocks()._queue.clean_events(event_id=body.event_id) | |
return {"success": True} | |
# had to use '/run' endpoint for Colab compatibility, '/api' supported for backwards compatibility | |
async def predict( | |
api_name: str, | |
body: PredictBody, | |
request: fastapi.Request, | |
username: str = Depends(get_current_user), | |
): | |
fn_index_inferred = route_utils.infer_fn_index( | |
app=app, api_name=api_name, body=body | |
) | |
if not app.get_blocks().api_open and app.get_blocks().queue_enabled_for_fn( | |
fn_index_inferred | |
): | |
raise HTTPException( | |
detail="This API endpoint does not accept direct HTTP POST requests. Please join the queue to use this API.", | |
status_code=status.HTTP_404_NOT_FOUND, | |
) | |
gr_request = route_utils.compile_gr_request( | |
app, | |
body, | |
fn_index_inferred=fn_index_inferred, | |
username=username, | |
request=request, | |
) | |
try: | |
output = await route_utils.call_process_api( | |
app=app, | |
body=body, | |
gr_request=gr_request, | |
fn_index_inferred=fn_index_inferred, | |
) | |
except BaseException as error: | |
show_error = app.get_blocks().show_error or isinstance(error, Error) | |
traceback.print_exc() | |
return JSONResponse( | |
content={"error": str(error) if show_error else None}, | |
status_code=500, | |
) | |
return output | |
async def queue_data( | |
request: fastapi.Request, | |
session_hash: str, | |
): | |
blocks = app.get_blocks() | |
async def sse_stream(request: fastapi.Request): | |
try: | |
last_heartbeat = time.perf_counter() | |
while True: | |
if await request.is_disconnected(): | |
await blocks._queue.clean_events(session_hash=session_hash) | |
return | |
if ( | |
session_hash | |
not in blocks._queue.pending_messages_per_session | |
): | |
raise HTTPException( | |
status_code=status.HTTP_404_NOT_FOUND, | |
detail="Session not found.", | |
) | |
heartbeat_rate = 15 | |
check_rate = 0.05 | |
message = None | |
try: | |
messages = blocks._queue.pending_messages_per_session[ | |
session_hash | |
] | |
message = messages.get_nowait() | |
except EmptyQueue: | |
await asyncio.sleep(check_rate) | |
if time.perf_counter() - last_heartbeat > heartbeat_rate: | |
# Fix this | |
message = { | |
"msg": ServerMessage.heartbeat, | |
} | |
# Need to reset last_heartbeat with perf_counter | |
# otherwise only a single hearbeat msg will be sent | |
# and then the stream will retry leading to infinite queue 😬 | |
last_heartbeat = time.perf_counter() | |
if blocks._queue.stopped: | |
message = { | |
"msg": "unexpected_error", | |
"message": "Server stopped unexpectedly.", | |
"success": False, | |
} | |
if message: | |
yield f"data: {json.dumps(message)}\n\n" | |
if message["msg"] == ServerMessage.process_completed: | |
blocks._queue.pending_event_ids_session[ | |
session_hash | |
].remove(message["event_id"]) | |
if message["msg"] == ServerMessage.server_stopped or ( | |
message["msg"] == ServerMessage.process_completed | |
and ( | |
len( | |
blocks._queue.pending_event_ids_session[ | |
session_hash | |
] | |
) | |
== 0 | |
) | |
): | |
return | |
except BaseException as e: | |
message = { | |
"msg": "unexpected_error", | |
"success": False, | |
"message": str(e), | |
} | |
yield f"data: {json.dumps(message)}\n\n" | |
if isinstance(e, asyncio.CancelledError): | |
del blocks._queue.pending_messages_per_session[session_hash] | |
await blocks._queue.clean_events(session_hash=session_hash) | |
raise e | |
return StreamingResponse( | |
sse_stream(request), | |
media_type="text/event-stream", | |
) | |
async def queue_join( | |
body: PredictBody, | |
request: fastapi.Request, | |
username: str = Depends(get_current_user), | |
): | |
if blocks._queue.server_app is None: | |
blocks._queue.set_server_app(app) | |
if blocks._queue.stopped: | |
raise HTTPException( | |
status_code=status.HTTP_503_SERVICE_UNAVAILABLE, | |
detail="Queue is stopped.", | |
) | |
success, event_id = await blocks._queue.push(body, request, username) | |
if not success: | |
status_code = ( | |
status.HTTP_503_SERVICE_UNAVAILABLE | |
if "Queue is full." in event_id | |
else status.HTTP_400_BAD_REQUEST | |
) | |
raise HTTPException(status_code=status_code, detail=event_id) | |
return {"event_id": event_id} | |
def component_server(body: ComponentServerBody): | |
state = app.state_holder[body.session_hash] | |
component_id = body.component_id | |
block: Block | |
if component_id in state: | |
block = state[component_id] | |
else: | |
block = app.get_blocks().blocks[component_id] | |
fn = getattr(block, body.fn_name) | |
return fn(body.data) | |
async def get_queue_status(): | |
return app.get_blocks()._queue.get_status() | |
def get_upload_progress(upload_id: str, request: fastapi.Request): | |
async def sse_stream(request: fastapi.Request): | |
last_heartbeat = time.perf_counter() | |
is_done = False | |
while True: | |
if await request.is_disconnected(): | |
file_upload_statuses.stop_tracking(upload_id) | |
return | |
if is_done: | |
file_upload_statuses.stop_tracking(upload_id) | |
return | |
heartbeat_rate = 15 | |
check_rate = 0.05 | |
message = None | |
try: | |
if update := file_upload_statuses.status(upload_id).popleft(): | |
if update.is_done: | |
message = {"msg": "done"} | |
is_done = True | |
else: | |
message = { | |
"msg": "update", | |
"orig_name": update.filename, | |
"chunk_size": update.chunk_size, | |
} | |
else: | |
await asyncio.sleep(check_rate) | |
if time.perf_counter() - last_heartbeat > heartbeat_rate: | |
message = {"msg": "heartbeat"} | |
last_heartbeat = time.perf_counter() | |
if message: | |
yield f"data: {json.dumps(message)}\n\n" | |
except IndexError: | |
if not file_upload_statuses.is_tracked(upload_id): | |
return | |
# pop from empty queue | |
continue | |
return StreamingResponse( | |
sse_stream(request), | |
media_type="text/event-stream", | |
) | |
async def upload_file( | |
request: fastapi.Request, | |
bg_tasks: BackgroundTasks, | |
upload_id: Optional[str] = None, | |
): | |
content_type_header = request.headers.get("Content-Type") | |
content_type: bytes | |
content_type, _ = parse_options_header(content_type_header) | |
if content_type != b"multipart/form-data": | |
raise HTTPException(status_code=400, detail="Invalid content type.") | |
try: | |
if upload_id: | |
file_upload_statuses.track(upload_id) | |
multipart_parser = GradioMultiPartParser( | |
request.headers, | |
request.stream(), | |
max_files=1000, | |
max_fields=1000, | |
upload_id=upload_id if upload_id else None, | |
upload_progress=file_upload_statuses if upload_id else None, | |
) | |
form = await multipart_parser.parse() | |
except MultiPartException as exc: | |
raise HTTPException(status_code=400, detail=exc.message) from exc | |
output_files = [] | |
files_to_copy = [] | |
locations: list[str] = [] | |
for temp_file in form.getlist("files"): | |
assert isinstance(temp_file, GradioUploadFile) | |
if temp_file.filename: | |
file_name = Path(temp_file.filename).name | |
name = client_utils.strip_invalid_filename_characters(file_name) | |
else: | |
name = f"tmp{secrets.token_hex(5)}" | |
directory = Path(app.uploaded_file_dir) / temp_file.sha.hexdigest() | |
directory.mkdir(exist_ok=True, parents=True) | |
dest = (directory / name).resolve() | |
temp_file.file.close() | |
# we need to move the temp file to the cache directory | |
# but that's possibly blocking and we're in an async function | |
# so we try to rename (this is what shutil.move tries first) | |
# which should be super fast. | |
# if that fails, we move in the background. | |
try: | |
os.rename(temp_file.file.name, dest) | |
except OSError: | |
files_to_copy.append(temp_file.file.name) | |
locations.append(str(dest)) | |
output_files.append(dest) | |
if files_to_copy: | |
bg_tasks.add_task( | |
move_uploaded_files_to_cache, files_to_copy, locations | |
) | |
return output_files | |
async def startup_events(): | |
if not app.startup_events_triggered: | |
app.get_blocks().startup_events() | |
app.startup_events_triggered = True | |
return True | |
return False | |
def theme_css(): | |
return PlainTextResponse(app.get_blocks().theme_css, media_type="text/css") | |
def robots_txt(): | |
if app.get_blocks().share: | |
return "User-agent: *\nDisallow: /" | |
else: | |
return "User-agent: *\nDisallow: " | |
return app | |
######## | |
# Helper functions | |
######## | |
def safe_join(directory: str, path: str) -> str: | |
"""Safely path to a base directory to avoid escaping the base directory. | |
Borrowed from: werkzeug.security.safe_join""" | |
_os_alt_seps: List[str] = [ | |
sep for sep in [os.path.sep, os.path.altsep] if sep is not None and sep != "/" | |
] | |
if path == "": | |
raise HTTPException(400) | |
filename = posixpath.normpath(path) | |
fullpath = os.path.join(directory, filename) | |
if ( | |
any(sep in filename for sep in _os_alt_seps) | |
or os.path.isabs(filename) | |
or filename == ".." | |
or filename.startswith("../") | |
or os.path.isdir(fullpath) | |
): | |
raise HTTPException(403) | |
if not os.path.exists(fullpath): | |
raise HTTPException(404, "File not found") | |
return fullpath | |
def get_types(cls_set: List[Type]): | |
docset = [] | |
types = [] | |
for cls in cls_set: | |
doc = inspect.getdoc(cls) or "" | |
doc_lines = doc.split("\n") | |
for line in doc_lines: | |
if "value (" in line: | |
types.append(line.split("value (")[1].split(")")[0]) | |
docset.append(doc_lines[1].split(":")[-1]) | |
return docset, types | |
set_documentation_group("routes") | |
def mount_gradio_app( | |
app: fastapi.FastAPI, | |
blocks: gradio.Blocks, | |
path: str, | |
app_kwargs: dict[str, Any] | None = None, | |
) -> fastapi.FastAPI: | |
"""Mount a gradio.Blocks to an existing FastAPI application. | |
Parameters: | |
app: The parent FastAPI application. | |
blocks: The blocks object we want to mount to the parent app. | |
path: The path at which the gradio application will be mounted. | |
app_kwargs: Additional keyword arguments to pass to the underlying FastAPI app as a dictionary of parameter keys and argument values. For example, `{"docs_url": "/docs"}` | |
Example: | |
from fastapi import FastAPI | |
import gradio as gr | |
app = FastAPI() | |
@app.get("/") | |
def read_main(): | |
return {"message": "This is your main app"} | |
io = gr.Interface(lambda x: "Hello, " + x + "!", "textbox", "textbox") | |
app = gr.mount_gradio_app(app, io, path="/gradio") | |
# Then run `uvicorn run:app` from the terminal and navigate to http://localhost:8000/gradio. | |
""" | |
blocks.dev_mode = False | |
blocks.config = blocks.get_config_file() | |
blocks.validate_queue_settings() | |
gradio_app = App.create_app(blocks, app_kwargs=app_kwargs) | |
old_lifespan = app.router.lifespan_context | |
async def new_lifespan(app: FastAPI): | |
async with old_lifespan( | |
app | |
): # Instert the startup events inside the FastAPI context manager | |
gradio_app.get_blocks().startup_events() | |
yield | |
app.router.lifespan_context = new_lifespan | |
app.mount(path, gradio_app) | |
return app | |