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"""Implements a FastAPI server to run the gradio interface. Note that some types in this |
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module use the Optional/Union notation so that they work correctly with pydantic.""" |
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|
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from __future__ import annotations |
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|
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import asyncio |
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import contextlib |
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import hashlib |
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import importlib.resources |
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import inspect |
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import json |
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import math |
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import mimetypes |
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import os |
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import secrets |
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import sys |
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import time |
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import traceback |
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import warnings |
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from collections.abc import AsyncIterator, Callable |
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from pathlib import Path |
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from queue import Empty as EmptyQueue |
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from typing import ( |
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TYPE_CHECKING, |
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Any, |
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Literal, |
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Optional, |
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Union, |
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cast, |
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) |
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|
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import fastapi |
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import httpx |
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import markupsafe |
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import orjson |
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from fastapi import ( |
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APIRouter, |
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BackgroundTasks, |
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Depends, |
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FastAPI, |
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HTTPException, |
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status, |
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) |
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from fastapi.responses import ( |
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FileResponse, |
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HTMLResponse, |
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JSONResponse, |
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PlainTextResponse, |
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Response, |
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StreamingResponse, |
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) |
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from fastapi.security import OAuth2PasswordRequestForm |
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from fastapi.templating import Jinja2Templates |
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from fastapi.websockets import WebSocket, WebSocketDisconnect |
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from gradio_client import utils as client_utils |
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from gradio_client.documentation import document |
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from gradio_client.utils import ServerMessage |
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from jinja2.exceptions import TemplateNotFound |
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from multipart.multipart import parse_options_header |
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from starlette.background import BackgroundTask |
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from starlette.datastructures import UploadFile as StarletteUploadFile |
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from starlette.responses import RedirectResponse |
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|
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import gradio |
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from gradio import ranged_response, route_utils, utils, wasm_utils |
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from gradio.context import Context |
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from gradio.data_classes import ( |
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CancelBody, |
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ComponentServerBlobBody, |
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ComponentServerJSONBody, |
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DataWithFiles, |
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DeveloperPath, |
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PredictBody, |
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PredictBodyInternal, |
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ResetBody, |
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SimplePredictBody, |
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UserProvidedPath, |
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) |
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from gradio.exceptions import InvalidPathError |
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from gradio.node_server import ( |
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start_node_server, |
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) |
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from gradio.oauth import attach_oauth |
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from gradio.route_utils import ( |
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API_PREFIX, |
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CustomCORSMiddleware, |
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FileUploadProgress, |
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FileUploadProgressNotQueuedError, |
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FileUploadProgressNotTrackedError, |
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GradioMultiPartParser, |
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GradioUploadFile, |
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MultiPartException, |
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Request, |
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compare_passwords_securely, |
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create_lifespan_handler, |
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move_uploaded_files_to_cache, |
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) |
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from gradio.server_messages import ( |
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CloseStreamMessage, |
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EstimationMessage, |
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EventMessage, |
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HeartbeatMessage, |
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ProcessCompletedMessage, |
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ProcessGeneratingMessage, |
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UnexpectedErrorMessage, |
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) |
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from gradio.state_holder import StateHolder |
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from gradio.utils import ( |
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cancel_tasks, |
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get_node_path, |
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get_package_version, |
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get_upload_folder, |
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) |
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if TYPE_CHECKING: |
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from gradio.blocks import Block |
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mimetypes.init() |
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STATIC_TEMPLATE_LIB = cast( |
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DeveloperPath, |
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importlib.resources.files("gradio").joinpath("templates").as_posix(), |
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) |
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STATIC_PATH_LIB = cast( |
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DeveloperPath, |
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importlib.resources.files("gradio") |
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.joinpath("templates/frontend/static") |
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.as_posix(), |
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) |
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BUILD_PATH_LIB = cast( |
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DeveloperPath, |
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importlib.resources.files("gradio") |
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.joinpath("templates/frontend/assets") |
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.as_posix(), |
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) |
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VERSION = get_package_version() |
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XSS_SAFE_MIMETYPES = { |
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"image/jpeg", |
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"image/png", |
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"image/gif", |
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"image/webp", |
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"audio/mpeg", |
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"audio/wav", |
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"audio/ogg", |
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"video/mp4", |
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"video/webm", |
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"video/ogg", |
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"text/plain", |
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"application/json", |
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} |
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|
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class ORJSONResponse(JSONResponse): |
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media_type = "application/json" |
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@staticmethod |
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def _render(content: Any) -> bytes: |
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return orjson.dumps( |
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content, |
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option=orjson.OPT_SERIALIZE_NUMPY | orjson.OPT_PASSTHROUGH_DATETIME, |
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default=str, |
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) |
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|
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def render(self, content: Any) -> bytes: |
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return ORJSONResponse._render(content) |
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@staticmethod |
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def _render_str(content: Any) -> str: |
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return ORJSONResponse._render(content).decode("utf-8") |
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def toorjson(value): |
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return markupsafe.Markup( |
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ORJSONResponse._render_str(value) |
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.replace("<", "\\u003c") |
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.replace(">", "\\u003e") |
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.replace("&", "\\u0026") |
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.replace("'", "\\u0027") |
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) |
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templates = Jinja2Templates(directory=STATIC_TEMPLATE_LIB) |
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templates.env.filters["toorjson"] = toorjson |
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|
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client = httpx.AsyncClient( |
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limits=httpx.Limits( |
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max_connections=100, |
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max_keepalive_connections=20, |
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), |
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timeout=httpx.Timeout(10.0), |
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) |
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file_upload_statuses = FileUploadProgress() |
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class App(FastAPI): |
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""" |
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FastAPI App Wrapper |
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""" |
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app_port = None |
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|
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def __init__( |
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self, |
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auth_dependency: Callable[[fastapi.Request], str | None] | None = None, |
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**kwargs, |
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): |
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self.tokens = {} |
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self.auth = None |
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self.analytics_key = secrets.token_urlsafe(16) |
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self.monitoring_enabled = False |
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self.blocks: gradio.Blocks | None = None |
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self.state_holder = StateHolder() |
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self.iterators: dict[str, AsyncIterator] = {} |
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self.iterators_to_reset: set[str] = set() |
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self.lock = utils.safe_get_lock() |
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self.stop_event = utils.safe_get_stop_event() |
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self.cookie_id = secrets.token_urlsafe(32) |
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self.queue_token = secrets.token_urlsafe(32) |
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self.startup_events_triggered = False |
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self.uploaded_file_dir = get_upload_folder() |
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self.change_count: int = 0 |
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self.change_type: Literal["reload", "error"] | None = None |
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self.reload_error_message: str | None = None |
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self._asyncio_tasks: list[asyncio.Task] = [] |
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self.auth_dependency = auth_dependency |
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self.api_info = None |
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self.all_app_info = None |
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|
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kwargs.setdefault("docs_url", None) |
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kwargs.setdefault("redoc_url", None) |
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self.custom_component_hashes: dict[str, str] = {} |
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super().__init__(**kwargs) |
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client = httpx.AsyncClient() |
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@staticmethod |
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async def proxy_to_node( |
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request: fastapi.Request, |
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server_name: str, |
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node_port: int, |
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python_port: int, |
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scheme: str = "http", |
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mounted_path: str = "", |
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) -> Response: |
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full_path = request.url.path |
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if mounted_path: |
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full_path = full_path.replace(mounted_path, "") |
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if request.url.query: |
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full_path += f"?{request.url.query}" |
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|
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url = f"{scheme}://{server_name}:{node_port}{full_path}" |
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server_url = f"{scheme}://{server_name}" |
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if python_port: |
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server_url += f":{python_port}" |
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if mounted_path: |
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server_url += mounted_path |
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headers = dict(request.headers) |
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headers["x-gradio-server"] = server_url |
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headers["x-gradio-port"] = str(python_port) |
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|
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if os.getenv("GRADIO_LOCAL_DEV_MODE"): |
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headers["x-gradio-local-dev-mode"] = "1" |
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new_request = App.client.build_request( |
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request.method, httpx.URL(url), headers=headers |
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) |
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node_response = await App.client.send(new_request) |
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return Response( |
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content=node_response.content, |
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status_code=node_response.status_code, |
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headers=dict(node_response.headers), |
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) |
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def configure_app(self, blocks: gradio.Blocks) -> None: |
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auth = blocks.auth |
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if auth is not None: |
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if not callable(auth): |
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self.auth = {account[0]: account[1] for account in auth} |
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else: |
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self.auth = auth |
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else: |
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self.auth = None |
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self.blocks = blocks |
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self.cwd = os.getcwd() |
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self.favicon_path = blocks.favicon_path |
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self.tokens = {} |
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self.root_path = blocks.root_path |
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self.state_holder.set_blocks(blocks) |
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|
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def get_blocks(self) -> gradio.Blocks: |
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if self.blocks is None: |
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raise ValueError("No Blocks has been configured for this app.") |
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return self.blocks |
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|
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def build_proxy_request(self, url_path): |
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url = httpx.URL(url_path) |
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assert self.blocks |
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is_safe_url = any( |
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url.host == httpx.URL(root).host for root in self.blocks.proxy_urls |
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) |
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if not is_safe_url: |
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raise PermissionError("This URL cannot be proxied.") |
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is_hf_url = url.host.endswith(".hf.space") |
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headers = {} |
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if Context.hf_token is not None and is_hf_url: |
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headers["Authorization"] = f"Bearer {Context.hf_token}" |
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rp_req = client.build_request("GET", url, headers=headers) |
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return rp_req |
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|
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def _cancel_asyncio_tasks(self): |
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for task in self._asyncio_tasks: |
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task.cancel() |
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self._asyncio_tasks = [] |
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|
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@staticmethod |
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def create_app( |
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blocks: gradio.Blocks, |
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app_kwargs: dict[str, Any] | None = None, |
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auth_dependency: Callable[[fastapi.Request], str | None] | None = None, |
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strict_cors: bool = True, |
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ssr_mode: bool = False, |
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) -> App: |
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app_kwargs = app_kwargs or {} |
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app_kwargs.setdefault("default_response_class", ORJSONResponse) |
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delete_cache = blocks.delete_cache or (None, None) |
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app_kwargs["lifespan"] = create_lifespan_handler( |
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app_kwargs.get("lifespan", None), *delete_cache |
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) |
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app = App(auth_dependency=auth_dependency, **app_kwargs, debug=True) |
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router = APIRouter(prefix=API_PREFIX) |
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|
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app.configure_app(blocks) |
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|
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if not wasm_utils.IS_WASM: |
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app.add_middleware(CustomCORSMiddleware, strict_cors=strict_cors) |
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|
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if ssr_mode: |
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|
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@app.middleware("http") |
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async def conditional_routing_middleware( |
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request: fastapi.Request, call_next |
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): |
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custom_mount_path = blocks.custom_mount_path |
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path = ( |
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request.url.path.replace(blocks.custom_mount_path or "", "") |
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if custom_mount_path is not None |
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else request.url.path |
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) |
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|
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if ( |
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getattr(blocks, "node_process", None) is not None |
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and blocks.node_port is not None |
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and not path.startswith("/gradio_api") |
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and path not in ["/config", "/login", "/favicon.ico"] |
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and not path.startswith("/theme") |
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and not path.startswith("/svelte") |
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and not path.startswith("/static") |
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): |
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if App.app_port is None: |
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App.app_port = request.url.port or int( |
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os.getenv("GRADIO_SERVER_PORT", "7860") |
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) |
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|
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try: |
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return await App.proxy_to_node( |
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request, |
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blocks.node_server_name or "0.0.0.0", |
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blocks.node_port, |
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App.app_port, |
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request.url.scheme, |
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custom_mount_path or "", |
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) |
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except Exception as e: |
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print(e) |
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response = await call_next(request) |
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return response |
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|
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@router.get("/user") |
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@router.get("/user/") |
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def get_current_user(request: fastapi.Request) -> Optional[str]: |
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if app.auth_dependency is not None: |
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return app.auth_dependency(request) |
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token = request.cookies.get( |
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f"access-token-{app.cookie_id}" |
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) or request.cookies.get(f"access-token-unsecure-{app.cookie_id}") |
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return app.tokens.get(token) |
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|
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@router.get("/login_check") |
|
@router.get("/login_check/") |
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def login_check(user: str = Depends(get_current_user)): |
|
if (app.auth is None and app.auth_dependency is None) or user is not None: |
|
return |
|
raise HTTPException( |
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status_code=status.HTTP_401_UNAUTHORIZED, detail="Not authenticated" |
|
) |
|
|
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@router.get("/token") |
|
@router.get("/token/") |
|
def get_token(request: fastapi.Request) -> dict: |
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token = request.cookies.get(f"access-token-{app.cookie_id}") |
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return {"token": token, "user": app.tokens.get(token)} |
|
|
|
@router.get("/app_id") |
|
@router.get("/app_id/") |
|
def app_id(request: fastapi.Request) -> dict: |
|
return {"app_id": app.get_blocks().app_id} |
|
|
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@router.get("/dev/reload", dependencies=[Depends(login_check)]) |
|
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() |
|
current_count = app.change_count |
|
|
|
while True: |
|
if await request.is_disconnected(): |
|
return |
|
|
|
if app.change_count != current_count: |
|
current_count = app.change_count |
|
msg = ( |
|
json.dumps(f"{app.reload_error_message}") |
|
if app.change_type == "error" |
|
else "{}" |
|
) |
|
yield f"""event: {app.change_type}\ndata: {msg}\n\n""" |
|
|
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await asyncio.sleep(check_rate) |
|
if time.perf_counter() - last_heartbeat > heartbeat_rate: |
|
yield """event: heartbeat\ndata: {}\n\n""" |
|
last_heartbeat = time.time() |
|
|
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return StreamingResponse( |
|
reload_checker(request), |
|
media_type="text/event-stream", |
|
) |
|
|
|
@app.post("/login") |
|
@app.post("/login/") |
|
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 compare_passwords_securely(password, app.auth[username]) |
|
) 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.") |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if app.blocks is not None and app.blocks.expects_oauth: |
|
attach_oauth(app) |
|
else: |
|
|
|
@app.get("/logout") |
|
def logout(user: str = Depends(get_current_user)): |
|
response = RedirectResponse(url="/", status_code=status.HTTP_302_FOUND) |
|
response.delete_cookie(key=f"access-token-{app.cookie_id}", path="/") |
|
response.delete_cookie( |
|
key=f"access-token-unsecure-{app.cookie_id}", path="/" |
|
) |
|
|
|
for token in list(app.tokens.keys()): |
|
if app.tokens[token] == user: |
|
del app.tokens[token] |
|
return response |
|
|
|
|
|
|
|
|
|
|
|
@app.get("/svelte/{path:path}") |
|
def _(path: str): |
|
svelte_path = Path(BUILD_PATH_LIB) / "svelte" |
|
return FileResponse( |
|
routes_safe_join( |
|
DeveloperPath(str(svelte_path)), UserProvidedPath(path) |
|
) |
|
) |
|
|
|
@app.head("/", response_class=HTMLResponse) |
|
@app.get("/", response_class=HTMLResponse) |
|
def main(request: fastapi.Request, user: str = Depends(get_current_user)): |
|
mimetypes.add_type("application/javascript", ".js") |
|
blocks = app.get_blocks() |
|
root = route_utils.get_root_url( |
|
request=request, route_path="/", root_path=app.root_path |
|
) |
|
if (app.auth is None and app.auth_dependency is None) or user is not None: |
|
config = utils.safe_deepcopy(blocks.config) |
|
config = route_utils.update_root_in_config(config, root) |
|
config["username"] = user |
|
elif app.auth_dependency: |
|
raise HTTPException( |
|
status_code=status.HTTP_401_UNAUTHORIZED, detail="Not authenticated" |
|
) |
|
else: |
|
config = { |
|
"auth_required": True, |
|
"auth_message": blocks.auth_message, |
|
"space_id": blocks.space_id, |
|
"root": root, |
|
} |
|
|
|
try: |
|
template = ( |
|
"frontend/share.html" if blocks.share else "frontend/index.html" |
|
) |
|
gradio_api_info = api_info(request) |
|
return templates.TemplateResponse( |
|
template, |
|
{ |
|
"request": request, |
|
"config": config, |
|
"gradio_api_info": gradio_api_info, |
|
}, |
|
) |
|
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 |
|
|
|
@router.get("/info/", dependencies=[Depends(login_check)]) |
|
@router.get("/info", dependencies=[Depends(login_check)]) |
|
def api_info(request: fastapi.Request): |
|
all_endpoints = request.query_params.get("all_endpoints", False) |
|
if all_endpoints: |
|
if not app.all_app_info: |
|
app.all_app_info = app.get_blocks().get_api_info(all_endpoints=True) |
|
return app.all_app_info |
|
if not app.api_info: |
|
api_info = cast(dict[str, Any], app.get_blocks().get_api_info()) |
|
api_info = route_utils.update_example_values_to_use_public_url(api_info) |
|
app.api_info = api_info |
|
return app.api_info |
|
|
|
@app.get("/config/", dependencies=[Depends(login_check)]) |
|
@app.get("/config", dependencies=[Depends(login_check)]) |
|
def get_config(request: fastapi.Request): |
|
config = utils.safe_deepcopy(app.get_blocks().config) |
|
root = route_utils.get_root_url( |
|
request=request, route_path="/config", root_path=app.root_path |
|
) |
|
config = route_utils.update_root_in_config(config, root) |
|
config["username"] = get_current_user(request) |
|
return ORJSONResponse(content=config) |
|
|
|
@app.get("/static/{path:path}") |
|
def static_resource(path: str): |
|
static_file = routes_safe_join(STATIC_PATH_LIB, UserProvidedPath(path)) |
|
return FileResponse(static_file) |
|
|
|
@router.get("/custom_component/{id}/{environment}/{type}/{file_name}") |
|
def custom_component_path( |
|
id: str, |
|
environment: Literal["client", "server"], |
|
type: str, |
|
file_name: str, |
|
req: fastapi.Request, |
|
): |
|
if environment not in ["client", "server"]: |
|
raise HTTPException( |
|
status_code=404, detail="Environment not supported." |
|
) |
|
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.") |
|
|
|
try: |
|
requested_path = utils.safe_join( |
|
component_instance.__class__.TEMPLATE_DIR, |
|
UserProvidedPath(f"{type}/{file_name}"), |
|
) |
|
except InvalidPathError: |
|
raise HTTPException( |
|
status_code=404, detail="Component not found." |
|
) from None |
|
|
|
path = routes_safe_join( |
|
DeveloperPath(str(Path(module_path).parent)), |
|
UserProvidedPath(requested_path), |
|
) |
|
|
|
|
|
|
|
|
|
|
|
key = f"{id}-{type}-{file_name}" |
|
|
|
if key not in app.custom_component_hashes: |
|
app.custom_component_hashes[key] = hashlib.md5( |
|
Path(path).read_text(encoding="utf-8").encode() |
|
).hexdigest() |
|
|
|
version = app.custom_component_hashes.get(key) |
|
headers = {"Cache-Control": "max-age=0, must-revalidate"} |
|
if version: |
|
headers["ETag"] = version |
|
|
|
if version and req.headers.get("if-none-match") == version: |
|
return PlainTextResponse(status_code=304, headers=headers) |
|
|
|
return FileResponse(path, headers=headers) |
|
|
|
@app.get("/assets/{path:path}") |
|
def build_resource(path: str): |
|
build_file = routes_safe_join(BUILD_PATH_LIB, UserProvidedPath(path)) |
|
return FileResponse(build_file) |
|
|
|
@app.get("/favicon.ico") |
|
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) |
|
|
|
@router.head("/proxy={url_path:path}", dependencies=[Depends(login_check)]) |
|
@router.get("/proxy={url_path:path}", dependencies=[Depends(login_check)]) |
|
async def reverse_proxy(url_path: str): |
|
|
|
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) |
|
mime_type, _ = mimetypes.guess_type(url_path) |
|
if mime_type not in XSS_SAFE_MIMETYPES: |
|
rp_resp.headers.update({"Content-Disposition": "attachment"}) |
|
rp_resp.headers.update({"Content-Type": "application/octet-stream"}) |
|
return StreamingResponse( |
|
rp_resp.aiter_raw(), |
|
status_code=rp_resp.status_code, |
|
headers=rp_resp.headers, |
|
background=BackgroundTask(rp_resp.aclose), |
|
) |
|
|
|
@router.head("/file={path_or_url:path}", dependencies=[Depends(login_check)]) |
|
@router.get("/file={path_or_url:path}", dependencies=[Depends(login_check)]) |
|
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 |
|
) |
|
|
|
if route_utils.starts_with_protocol(path_or_url): |
|
raise HTTPException(403, f"File not allowed: {path_or_url}.") |
|
|
|
abs_path = utils.abspath(path_or_url) |
|
if abs_path.is_dir() or not abs_path.exists(): |
|
raise HTTPException(403, f"File not allowed: {path_or_url}.") |
|
|
|
from gradio.data_classes import _StaticFiles |
|
|
|
allowed, reason = utils.is_allowed_file( |
|
abs_path, |
|
blocked_paths=blocks.blocked_paths, |
|
allowed_paths=blocks.allowed_paths + _StaticFiles.all_paths, |
|
created_paths=[app.uploaded_file_dir, utils.get_cache_folder()], |
|
) |
|
if not allowed: |
|
raise HTTPException(403, f"File not allowed: {path_or_url}.") |
|
|
|
mime_type, _ = mimetypes.guess_type(abs_path) |
|
if mime_type in XSS_SAFE_MIMETYPES or reason == "allowed": |
|
media_type = mime_type or "application/octet-stream" |
|
content_disposition_type = "inline" |
|
else: |
|
media_type = "application/octet-stream" |
|
content_disposition_type = "attachment" |
|
|
|
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) |
|
headers = dict(request.headers) |
|
headers["Content-Disposition"] = content_disposition_type |
|
headers["Content-Type"] = media_type |
|
response = ranged_response.RangedFileResponse( |
|
abs_path, |
|
ranged_response.OpenRange(start, end), |
|
headers, |
|
stat_result=os.stat(abs_path), |
|
) |
|
return response |
|
|
|
return FileResponse( |
|
abs_path, |
|
headers={"Accept-Ranges": "bytes"}, |
|
content_disposition_type=content_disposition_type, |
|
media_type=media_type, |
|
filename=abs_path.name, |
|
) |
|
|
|
@router.post("/stream/{event_id}") |
|
async def _(event_id: str, body: PredictBody, request: fastapi.Request): |
|
event = app.get_blocks()._queue.event_ids_to_events[event_id] |
|
body = PredictBodyInternal(**body.model_dump(), request=request) |
|
event.data = body |
|
event.signal.set() |
|
return {"msg": "success"} |
|
|
|
@router.websocket("/stream/{event_id}") |
|
async def websocket_endpoint(websocket: WebSocket, event_id: str): |
|
await websocket.accept() |
|
try: |
|
while True: |
|
data = await websocket.receive_json() |
|
body = PredictBody(**data) |
|
event = app.get_blocks()._queue.event_ids_to_events[event_id] |
|
body_internal = PredictBodyInternal( |
|
**body.model_dump(), request=None |
|
) |
|
event.data = body_internal |
|
event.signal.set() |
|
await websocket.send_json({"msg": "success"}) |
|
except WebSocketDisconnect: |
|
pass |
|
|
|
@router.post("/stream/{event_id}/close") |
|
async def _(event_id: str): |
|
event = app.get_blocks()._queue.event_ids_to_events[event_id] |
|
event.run_time = math.inf |
|
event.signal.set() |
|
return {"msg": "success"} |
|
|
|
@router.get("/stream/{session_hash}/{run}/{component_id}/playlist.m3u8") |
|
async def _(session_hash: str, run: int, component_id: int): |
|
stream: route_utils.MediaStream | None = ( |
|
app.get_blocks() |
|
.pending_streams[session_hash] |
|
.get(run, {}) |
|
.get(component_id, None) |
|
) |
|
|
|
if not stream: |
|
return Response(status_code=404) |
|
|
|
playlist = f"#EXTM3U\n#EXT-X-PLAYLIST-TYPE:EVENT\n#EXT-X-TARGETDURATION:{stream.max_duration}\n#EXT-X-VERSION:4\n#EXT-X-MEDIA-SEQUENCE:0\n" |
|
|
|
for segment in stream.segments: |
|
playlist += f"#EXTINF:{segment['duration']:.3f},\n" |
|
playlist += f"{segment['id']}{segment['extension']}\n" |
|
|
|
if stream.ended: |
|
playlist += "#EXT-X-ENDLIST\n" |
|
|
|
return Response( |
|
content=playlist, media_type="application/vnd.apple.mpegurl" |
|
) |
|
|
|
@router.get("/stream/{session_hash}/{run}/{component_id}/{segment_id}.{ext}") |
|
async def _( |
|
session_hash: str, run: int, component_id: int, segment_id: str, ext: str |
|
): |
|
if ext not in ["aac", "ts"]: |
|
return Response(status_code=400, content="Unsupported file extension") |
|
stream: route_utils.MediaStream | None = ( |
|
app.get_blocks() |
|
.pending_streams[session_hash] |
|
.get(run, {}) |
|
.get(component_id, None) |
|
) |
|
|
|
if not stream: |
|
return Response(status_code=404, content="Stream not found") |
|
|
|
segment = next((s for s in stream.segments if s["id"] == segment_id), None) |
|
|
|
if segment is None: |
|
return Response(status_code=404, content="Segment not found") |
|
|
|
if ext == "aac": |
|
return Response(content=segment["data"], media_type="audio/aac") |
|
else: |
|
return Response(content=segment["data"], media_type="video/MP2T") |
|
|
|
@router.get("/stream/{session_hash}/{run}/{component_id}/playlist-file") |
|
async def _(session_hash: str, run: int, component_id: int): |
|
stream: route_utils.MediaStream | None = ( |
|
app.get_blocks() |
|
.pending_streams[session_hash] |
|
.get(run, {}) |
|
.get(component_id, None) |
|
) |
|
|
|
if not stream: |
|
return Response(status_code=404) |
|
|
|
if not stream.combined_file: |
|
stream_data = [s["data"] for s in stream.segments] |
|
combined_file = ( |
|
await app.get_blocks() |
|
.get_component(component_id) |
|
.combine_stream( |
|
stream_data, |
|
only_file=True, |
|
desired_output_format=stream.desired_output_format, |
|
) |
|
) |
|
stream.combined_file = combined_file.path |
|
return FileResponse(stream.combined_file) |
|
|
|
@router.get("/file/{path:path}", dependencies=[Depends(login_check)]) |
|
async def file_deprecated(path: str, request: fastapi.Request): |
|
return await file(path, request) |
|
|
|
@router.post("/reset/") |
|
@router.post("/reset") |
|
async def reset_iterator(body: ResetBody): |
|
|
|
return {"success": True} |
|
|
|
@router.get("/heartbeat/{session_hash}") |
|
def heartbeat( |
|
session_hash: str, |
|
request: fastapi.Request, |
|
background_tasks: BackgroundTasks, |
|
username: str = Depends(get_current_user), |
|
): |
|
"""Clients make a persistent connection to this endpoint to keep the session alive. |
|
When the client disconnects, the session state is deleted. |
|
""" |
|
heartbeat_rate = 0.25 if os.getenv("GRADIO_IS_E2E_TEST", None) else 15 |
|
|
|
async def wait(): |
|
await asyncio.sleep(heartbeat_rate) |
|
return "wait" |
|
|
|
async def stop_stream(): |
|
await app.stop_event.wait() |
|
return "stop" |
|
|
|
async def iterator(): |
|
while True: |
|
try: |
|
yield "data: ALIVE\n\n" |
|
|
|
|
|
wait_task = asyncio.create_task(wait()) |
|
stop_stream_task = asyncio.create_task(stop_stream()) |
|
done, _ = await asyncio.wait( |
|
[wait_task, stop_stream_task], |
|
return_when=asyncio.FIRST_COMPLETED, |
|
) |
|
done = [d.result() for d in done] |
|
if "stop" in done: |
|
raise asyncio.CancelledError() |
|
except asyncio.CancelledError: |
|
req = Request(request, username, session_hash=session_hash) |
|
root_path = route_utils.get_root_url( |
|
request=request, |
|
route_path=f"{API_PREFIX}/hearbeat/{session_hash}", |
|
root_path=app.root_path, |
|
) |
|
body = PredictBodyInternal( |
|
session_hash=session_hash, data=[], request=request |
|
) |
|
unload_fn_indices = [ |
|
i |
|
for i, dep in app.get_blocks().fns.items() |
|
if any(t for t in dep.targets if t[1] == "unload") |
|
] |
|
for fn_index in unload_fn_indices: |
|
|
|
|
|
background_tasks.add_task( |
|
route_utils.call_process_api, |
|
app=app, |
|
body=body, |
|
gr_request=req, |
|
fn=app.get_blocks().fns[fn_index], |
|
root_path=root_path, |
|
) |
|
|
|
if session_hash in app.state_holder.session_data: |
|
app.state_holder.session_data[session_hash].is_closed = True |
|
for ( |
|
event_id |
|
) in app.get_blocks()._queue.pending_event_ids_session.get( |
|
session_hash, [] |
|
): |
|
event = app.get_blocks()._queue.event_ids_to_events[ |
|
event_id |
|
] |
|
event.run_time = math.inf |
|
event.signal.set() |
|
return |
|
|
|
return StreamingResponse(iterator(), media_type="text/event-stream") |
|
|
|
|
|
@router.post("/run/{api_name}", dependencies=[Depends(login_check)]) |
|
@router.post("/run/{api_name}/", dependencies=[Depends(login_check)]) |
|
@router.post("/api/{api_name}", dependencies=[Depends(login_check)]) |
|
@router.post("/api/{api_name}/", dependencies=[Depends(login_check)]) |
|
async def predict( |
|
api_name: str, |
|
body: PredictBody, |
|
request: fastapi.Request, |
|
username: str = Depends(get_current_user), |
|
): |
|
body = PredictBodyInternal(**body.model_dump(), request=request) |
|
fn = route_utils.get_fn( |
|
blocks=app.get_blocks(), api_name=api_name, body=body |
|
) |
|
|
|
if not app.get_blocks().api_open and fn.queue: |
|
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( |
|
body, |
|
fn=fn, |
|
username=username, |
|
request=request, |
|
) |
|
root_path = route_utils.get_root_url( |
|
request=request, |
|
route_path=f"{API_PREFIX}/api/{api_name}", |
|
root_path=app.root_path, |
|
) |
|
try: |
|
output = await route_utils.call_process_api( |
|
app=app, |
|
body=body, |
|
gr_request=gr_request, |
|
fn=fn, |
|
root_path=root_path, |
|
) |
|
except BaseException as error: |
|
content = utils.error_payload(error, app.get_blocks().show_error) |
|
traceback.print_exc() |
|
return JSONResponse( |
|
content=content, |
|
status_code=500, |
|
) |
|
return output |
|
|
|
@router.post("/call/{api_name}", dependencies=[Depends(login_check)]) |
|
@router.post("/call/{api_name}/", dependencies=[Depends(login_check)]) |
|
async def simple_predict_post( |
|
api_name: str, |
|
body: SimplePredictBody, |
|
request: fastapi.Request, |
|
username: str = Depends(get_current_user), |
|
): |
|
full_body = PredictBody(**body.model_dump(), simple_format=True) |
|
fn = route_utils.get_fn( |
|
blocks=app.get_blocks(), api_name=api_name, body=full_body |
|
) |
|
full_body.fn_index = fn._id |
|
return await queue_join_helper(full_body, request, username) |
|
|
|
@router.post("/queue/join", dependencies=[Depends(login_check)]) |
|
async def queue_join( |
|
body: PredictBody, |
|
request: fastapi.Request, |
|
username: str = Depends(get_current_user), |
|
): |
|
if body.session_hash is None: |
|
raise HTTPException( |
|
status_code=status.HTTP_400_BAD_REQUEST, |
|
detail="Session hash not found.", |
|
) |
|
return await queue_join_helper(body, request, username) |
|
|
|
async def queue_join_helper( |
|
body: PredictBody, |
|
request: fastapi.Request, |
|
username: str, |
|
): |
|
blocks = app.get_blocks() |
|
|
|
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.", |
|
) |
|
body = PredictBodyInternal(**body.model_dump(), request=request) |
|
success, event_id = await blocks._queue.push( |
|
body=body, request=request, username=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} |
|
|
|
@router.post("/cancel") |
|
async def cancel_event(body: CancelBody): |
|
await cancel_tasks({f"{body.session_hash}_{body.fn_index}"}) |
|
blocks = app.get_blocks() |
|
|
|
session_open = ( |
|
body.session_hash in blocks._queue.pending_messages_per_session |
|
) |
|
event_running = ( |
|
body.event_id |
|
in blocks._queue.pending_event_ids_session.get(body.session_hash, {}) |
|
) |
|
if session_open and event_running: |
|
message = ProcessCompletedMessage( |
|
output={}, success=True, event_id=body.event_id |
|
) |
|
blocks._queue.pending_messages_per_session[ |
|
body.session_hash |
|
].put_nowait(message) |
|
if body.event_id in app.iterators: |
|
async with app.lock: |
|
del app.iterators[body.event_id] |
|
app.iterators_to_reset.add(body.event_id) |
|
return {"success": True} |
|
|
|
@router.get("/call/{api_name}/{event_id}", dependencies=[Depends(login_check)]) |
|
async def simple_predict_get( |
|
request: fastapi.Request, |
|
event_id: str, |
|
): |
|
def process_msg(message: EventMessage) -> str | None: |
|
msg = message.model_dump() |
|
if isinstance(message, ProcessCompletedMessage): |
|
event = "complete" if message.success else "error" |
|
data = msg["output"].get("data") |
|
elif isinstance(message, ProcessGeneratingMessage): |
|
event = "generating" if message.success else "error" |
|
data = msg["output"].get("data") |
|
elif isinstance(message, HeartbeatMessage): |
|
event = "heartbeat" |
|
data = None |
|
elif isinstance(message, UnexpectedErrorMessage): |
|
event = "error" |
|
data = message.message |
|
else: |
|
return None |
|
return f"event: {event}\ndata: {json.dumps(data)}\n\n" |
|
|
|
return await queue_data_helper(request, event_id, process_msg) |
|
|
|
@router.get("/queue/data", dependencies=[Depends(login_check)]) |
|
async def queue_data( |
|
request: fastapi.Request, |
|
session_hash: str, |
|
): |
|
def process_msg(message: EventMessage) -> str: |
|
return f"data: {orjson.dumps(message.model_dump(), default=str).decode('utf-8')}\n\n" |
|
|
|
return await queue_data_helper(request, session_hash, process_msg) |
|
|
|
async def queue_data_helper( |
|
request: fastapi.Request, |
|
session_hash: str, |
|
process_msg: Callable[[EventMessage], str | None], |
|
): |
|
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: |
|
|
|
message = HeartbeatMessage() |
|
|
|
|
|
|
|
last_heartbeat = time.perf_counter() |
|
|
|
if blocks._queue.stopped: |
|
message = UnexpectedErrorMessage( |
|
message="Server stopped unexpectedly.", |
|
success=False, |
|
) |
|
if message: |
|
response = process_msg(message) |
|
if response is not None: |
|
yield response |
|
if ( |
|
isinstance(message, ProcessCompletedMessage) |
|
and message.event_id |
|
): |
|
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 |
|
) |
|
): |
|
message = CloseStreamMessage() |
|
response = process_msg(message) |
|
if response is not None: |
|
yield response |
|
return |
|
except BaseException as e: |
|
message = UnexpectedErrorMessage( |
|
message=str(e), |
|
) |
|
response = process_msg(message) |
|
if isinstance(e, asyncio.CancelledError): |
|
del blocks._queue.pending_messages_per_session[session_hash] |
|
await blocks._queue.clean_events(session_hash=session_hash) |
|
if response is not None: |
|
yield response |
|
raise e |
|
|
|
return StreamingResponse( |
|
sse_stream(request), |
|
media_type="text/event-stream", |
|
) |
|
|
|
async def get_item_or_file( |
|
request: fastapi.Request, |
|
) -> Union[ComponentServerJSONBody, ComponentServerBlobBody]: |
|
content_type = request.headers.get("Content-Type") |
|
|
|
if isinstance(content_type, str) and content_type.startswith( |
|
"multipart/form-data" |
|
): |
|
files = [] |
|
data = {} |
|
async with request.form() as form: |
|
for key, value in form.items(): |
|
if ( |
|
isinstance(value, list) |
|
and len(value) > 1 |
|
and isinstance(value[0], StarletteUploadFile) |
|
): |
|
for i, v in enumerate(value): |
|
if isinstance(v, StarletteUploadFile): |
|
filename = v.filename |
|
contents = await v.read() |
|
files.append((filename, contents)) |
|
else: |
|
data[f"{key}-{i}"] = v |
|
elif isinstance(value, StarletteUploadFile): |
|
filename = value.filename |
|
contents = await value.read() |
|
files.append((filename, contents)) |
|
else: |
|
data[key] = value |
|
|
|
return ComponentServerBlobBody( |
|
data=DataWithFiles(data=data, files=files), |
|
component_id=data["component_id"], |
|
session_hash=data["session_hash"], |
|
fn_name=data["fn_name"], |
|
) |
|
else: |
|
try: |
|
data = await request.json() |
|
return ComponentServerJSONBody( |
|
data=data["data"], |
|
component_id=data["component_id"], |
|
session_hash=data["session_hash"], |
|
fn_name=data["fn_name"], |
|
) |
|
|
|
except Exception: |
|
raise HTTPException( |
|
status_code=status.HTTP_400_BAD_REQUEST, |
|
detail="Invalid JSON body.", |
|
) from None |
|
|
|
@router.post( |
|
"/component_server", |
|
dependencies=[Depends(login_check)], |
|
) |
|
@router.post( |
|
"/component_server/", |
|
dependencies=[Depends(login_check)], |
|
) |
|
async def component_server( |
|
request: fastapi.Request, |
|
): |
|
body = await get_item_or_file(request) |
|
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, None) |
|
if fn is None or not getattr(fn, "_is_server_fn", False): |
|
raise HTTPException( |
|
status_code=status.HTTP_404_NOT_FOUND, |
|
detail="Function not found.", |
|
) |
|
if inspect.iscoroutinefunction(fn): |
|
return await fn(body.data) |
|
else: |
|
return fn(body.data) |
|
|
|
@router.get( |
|
"/queue/status", |
|
dependencies=[Depends(login_check)], |
|
response_model=EstimationMessage, |
|
) |
|
async def get_queue_status(): |
|
return app.get_blocks()._queue.get_status() |
|
|
|
@router.get("/upload_progress") |
|
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 |
|
try: |
|
if file_upload_statuses.is_done(upload_id): |
|
message = {"msg": "done"} |
|
is_done = True |
|
else: |
|
update = file_upload_statuses.pop(upload_id) |
|
message = { |
|
"msg": "update", |
|
"orig_name": update.filename, |
|
"chunk_size": update.chunk_size, |
|
} |
|
yield f"data: {json.dumps(message)}\n\n" |
|
except FileUploadProgressNotTrackedError: |
|
return |
|
except FileUploadProgressNotQueuedError: |
|
await asyncio.sleep(check_rate) |
|
if time.perf_counter() - last_heartbeat > heartbeat_rate: |
|
message = {"msg": "heartbeat"} |
|
yield f"data: {json.dumps(message)}\n\n" |
|
last_heartbeat = time.perf_counter() |
|
|
|
return StreamingResponse( |
|
sse_stream(request), |
|
media_type="text/event-stream", |
|
) |
|
|
|
@router.post("/upload", dependencies=[Depends(login_check)]) |
|
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 or "") |
|
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) |
|
max_file_size = app.get_blocks().max_file_size |
|
max_file_size = max_file_size if max_file_size is not None else math.inf |
|
multipart_parser = GradioMultiPartParser( |
|
request.headers, |
|
request.stream(), |
|
max_files=1000, |
|
max_fields=1000, |
|
max_file_size=max_file_size, |
|
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: |
|
code = 413 if "maximum allowed size" in exc.message else 400 |
|
return PlainTextResponse(exc.message, status_code=code) |
|
|
|
output_files = [] |
|
files_to_copy = [] |
|
locations: list[str] = [] |
|
|
|
for temp_file in form.getlist("files"): |
|
if not isinstance(temp_file, GradioUploadFile): |
|
raise TypeError("File is not an instance of 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) |
|
try: |
|
dest = utils.safe_join( |
|
DeveloperPath(str(directory)), UserProvidedPath(name) |
|
) |
|
except InvalidPathError as err: |
|
raise HTTPException( |
|
status_code=400, detail=f"Invalid file name: {name}" |
|
) from err |
|
temp_file.file.close() |
|
|
|
|
|
|
|
|
|
|
|
try: |
|
os.rename(temp_file.file.name, dest) |
|
except OSError: |
|
files_to_copy.append(temp_file.file.name) |
|
locations.append(dest) |
|
output_files.append(dest) |
|
blocks.upload_file_set.add(dest) |
|
if files_to_copy: |
|
bg_tasks.add_task( |
|
move_uploaded_files_to_cache, files_to_copy, locations |
|
) |
|
return output_files |
|
|
|
@router.get("/startup-events") |
|
async def startup_events(): |
|
if not app.startup_events_triggered: |
|
app.get_blocks().run_startup_events() |
|
await app.get_blocks().run_extra_startup_events() |
|
app.startup_events_triggered = True |
|
return True |
|
return False |
|
|
|
@router.get("/theme.css", response_class=PlainTextResponse) |
|
@app.get("/theme.css", response_class=PlainTextResponse) |
|
def theme_css(): |
|
return PlainTextResponse(app.get_blocks().theme_css, media_type="text/css") |
|
|
|
@app.get("/robots.txt", response_class=PlainTextResponse) |
|
def robots_txt(): |
|
if app.get_blocks().share: |
|
return "User-agent: *\nDisallow: /" |
|
else: |
|
return "User-agent: *\nDisallow: " |
|
|
|
@router.get("/monitoring", dependencies=[Depends(login_check)]) |
|
async def analytics_login(request: fastapi.Request): |
|
if not blocks.enable_monitoring: |
|
raise HTTPException( |
|
status_code=403, detail="Monitoring is not enabled." |
|
) |
|
root_url = route_utils.get_root_url( |
|
request=request, |
|
route_path=f"{API_PREFIX}/monitoring", |
|
root_path=app.root_path, |
|
) |
|
monitoring_url = f"{root_url}/monitoring/{app.analytics_key}" |
|
print(f"* Monitoring URL: {monitoring_url} *") |
|
return HTMLResponse("See console for monitoring URL.") |
|
|
|
@router.get("/monitoring/{key}") |
|
async def analytics_dashboard(key: str): |
|
if not blocks.enable_monitoring: |
|
raise HTTPException( |
|
status_code=403, detail="Monitoring is not enabled." |
|
) |
|
if compare_passwords_securely(key, app.analytics_key): |
|
analytics_url = f"/monitoring/{app.analytics_key}/dashboard" |
|
if not app.monitoring_enabled: |
|
from gradio.monitoring_dashboard import data |
|
from gradio.monitoring_dashboard import demo as dashboard |
|
|
|
mount_gradio_app(app, dashboard, path=analytics_url) |
|
dashboard._queue.start() |
|
analytics = app.get_blocks()._queue.event_analytics |
|
data["data"] = analytics |
|
app.monitoring_enabled = True |
|
return RedirectResponse( |
|
url=analytics_url, status_code=status.HTTP_302_FOUND |
|
) |
|
else: |
|
raise HTTPException(status_code=403, detail="Invalid key.") |
|
|
|
app.include_router(router) |
|
|
|
return app |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def routes_safe_join(directory: DeveloperPath, path: UserProvidedPath) -> str: |
|
"""Safely join the user path to the directory while performing some additional http-related checks, |
|
e.g. ensuring that the full path exists on the local file system and is not a directory |
|
""" |
|
if path == "": |
|
raise fastapi.HTTPException(400) |
|
if route_utils.starts_with_protocol(path): |
|
raise fastapi.HTTPException(403) |
|
try: |
|
fullpath = Path(utils.safe_join(directory, path)) |
|
except InvalidPathError as e: |
|
raise fastapi.HTTPException(403) from e |
|
if fullpath.is_dir(): |
|
raise fastapi.HTTPException(403) |
|
if not fullpath.exists(): |
|
raise fastapi.HTTPException(404) |
|
return str(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 |
|
|
|
|
|
@document() |
|
def mount_gradio_app( |
|
app: fastapi.FastAPI, |
|
blocks: gradio.Blocks, |
|
path: str, |
|
server_name: str = "0.0.0.0", |
|
server_port: int = 7860, |
|
app_kwargs: dict[str, Any] | None = None, |
|
*, |
|
auth: Callable | tuple[str, str] | list[tuple[str, str]] | None = None, |
|
auth_message: str | None = None, |
|
auth_dependency: Callable[[fastapi.Request], str | None] | None = None, |
|
root_path: str | None = None, |
|
allowed_paths: list[str] | None = None, |
|
blocked_paths: list[str] | None = None, |
|
favicon_path: str | None = None, |
|
show_error: bool = True, |
|
max_file_size: str | int | None = None, |
|
ssr_mode: bool | None = None, |
|
node_server_name: str | None = None, |
|
node_port: int | 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, e.g. "/gradio". |
|
server_name: The server name on which the Gradio app will be run. |
|
server_port: The port on which the Gradio app will be run. |
|
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"}` |
|
auth: If provided, username and password (or list of username-password tuples) required to access the gradio app. Can also provide function that takes username and password and returns True if valid login. |
|
auth_message: If provided, HTML message provided on login page for this gradio app. |
|
auth_dependency: A function that takes a FastAPI request and returns a string user ID or None. If the function returns None for a specific request, that user is not authorized to access the gradio app (they will see a 401 Unauthorized response). To be used with external authentication systems like OAuth. Cannot be used with `auth`. |
|
root_path: The subpath corresponding to the public deployment of this FastAPI application. For example, if the application is served at "https://example.com/myapp", the `root_path` should be set to "/myapp". A full URL beginning with http:// or https:// can be provided, which will be used in its entirety. Normally, this does not need to provided (even if you are using a custom `path`). However, if you are serving the FastAPI app behind a proxy, the proxy may not provide the full path to the Gradio app in the request headers. In which case, you can provide the root path here. |
|
allowed_paths: List of complete filepaths or parent directories that this gradio app is allowed to serve. Must be absolute paths. Warning: if you provide directories, any files in these directories or their subdirectories are accessible to all users of your app. |
|
blocked_paths: List of complete filepaths or parent directories that this gradio app is not allowed to serve (i.e. users of your app are not allowed to access). Must be absolute paths. Warning: takes precedence over `allowed_paths` and all other directories exposed by Gradio by default. |
|
favicon_path: If a path to a file (.png, .gif, or .ico) is provided, it will be used as the favicon for this gradio app's page. |
|
show_error: If True, any errors in the gradio app will be displayed in an alert modal and printed in the browser console log. Otherwise, errors will only be visible in the terminal session running the Gradio app. |
|
max_file_size: The maximum file size in bytes that can be uploaded. Can be a string of the form "<value><unit>", where value is any positive integer and unit is one of "b", "kb", "mb", "gb", "tb". If None, no limit is set. |
|
ssr_mode: If True, the Gradio app will be rendered using server-side rendering mode, which is typically more performant and provides better SEO, but this requires Node 20+ to be installed on the system. If False, the app will be rendered using client-side rendering mode. If None, will use GRADIO_SSR_MODE environment variable or default to False. |
|
node_server_name: The name of the Node server to use for SSR. If None, will use GRADIO_NODE_SERVER_NAME environment variable or search for a node binary in the system. |
|
node_port: The port on which the Node server should run. If None, will use GRADIO_NODE_SERVER_PORT environment variable or find a free port. |
|
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. |
|
""" |
|
if favicon_path is not None and path != "/": |
|
warnings.warn( |
|
"The 'favicon_path' parameter is set but will be ignored because 'path' is not '/'. " |
|
"Please add the favicon directly to your FastAPI app." |
|
) |
|
|
|
blocks.dev_mode = False |
|
blocks.max_file_size = utils._parse_file_size(max_file_size) |
|
blocks.config = blocks.get_config_file() |
|
blocks.validate_queue_settings() |
|
blocks.custom_mount_path = path |
|
blocks.server_port = server_port |
|
blocks.server_name = server_name |
|
|
|
if auth is not None and auth_dependency is not None: |
|
raise ValueError( |
|
"You cannot provide both `auth` and `auth_dependency` in mount_gradio_app(). Please choose one." |
|
) |
|
if ( |
|
auth |
|
and not callable(auth) |
|
and not isinstance(auth[0], tuple) |
|
and not isinstance(auth[0], list) |
|
): |
|
blocks.auth = [auth] |
|
else: |
|
blocks.auth = auth |
|
blocks.auth_message = auth_message |
|
blocks.favicon_path = favicon_path |
|
blocks.allowed_paths = allowed_paths or [] |
|
blocks.blocked_paths = blocked_paths or [] |
|
blocks.show_error = show_error |
|
|
|
if not isinstance(blocks.allowed_paths, list): |
|
raise ValueError("`allowed_paths` must be a list of directories.") |
|
if not isinstance(blocks.blocked_paths, list): |
|
raise ValueError("`blocked_paths` must be a list of directories.") |
|
|
|
if root_path is not None: |
|
blocks.root_path = root_path |
|
|
|
blocks.ssr_mode = ( |
|
False |
|
if wasm_utils.IS_WASM |
|
else ( |
|
ssr_mode |
|
if ssr_mode is not None |
|
else os.getenv("GRADIO_SSR_MODE", "False").lower() == "true" |
|
) |
|
) |
|
|
|
blocks.node_path = os.environ.get( |
|
"GRADIO_NODE_PATH", "" if wasm_utils.IS_WASM else get_node_path() |
|
) |
|
|
|
blocks.node_server_name = node_server_name |
|
blocks.node_port = node_port |
|
|
|
if blocks.ssr_mode: |
|
blocks.node_server_name, blocks.node_process, blocks.node_port = ( |
|
start_node_server( |
|
server_name=blocks.node_server_name, |
|
server_port=blocks.node_port, |
|
node_path=blocks.node_path, |
|
) |
|
) |
|
|
|
gradio_app = App.create_app( |
|
blocks, |
|
app_kwargs=app_kwargs, |
|
auth_dependency=auth_dependency, |
|
ssr_mode=blocks.ssr_mode, |
|
) |
|
old_lifespan = app.router.lifespan_context |
|
|
|
@contextlib.asynccontextmanager |
|
async def new_lifespan(app: FastAPI): |
|
async with old_lifespan( |
|
app |
|
): |
|
async with gradio_app.router.lifespan_context(gradio_app): |
|
gradio_app.get_blocks().run_startup_events() |
|
await gradio_app.get_blocks().run_extra_startup_events() |
|
yield |
|
|
|
app.router.lifespan_context = new_lifespan |
|
|
|
app.mount(path, gradio_app) |
|
return app |
|
|