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import gradio as gr
from inspect import getfile, isclass, getmro
import socket
import random
import requests
class Dock:
def __init__(self) -> None:
self.num_ports = 20
self.port_range = (3002, 8000)
def portConnection(self, port : int):
s = socket.socket(
socket.AF_INET, socket.SOCK_STREAM)
result = s.connect_ex(("localhost", port))
if result == 0: return True
return False
def determinePort(self, max_trial_count=20):
trial_count = 0
while trial_count <= max_trial_count:
port=random.randint(*self.port_range)
print(port)
if not self.portConnection(port):
return port
trial_count += 1
raise Exception('Exceeded Max Trial count without finding port')
DOCKER_LOCAL_HOST = '0.0.0.0'
DOCKER_PORT = Dock()
def InterLauncher(name, interface, listen=2000, **kwargs):
port= kwargs["port"] if "port" in kwargs else DOCKER_PORT.determinePort()
print(listen)
try:
requests.post(f"http://{DOCKER_LOCAL_HOST}:{listen}/api/append/port", json={"port" : port, "host" : f'http://localhost:{port}', "file" : "Not Applicable", "name" : {name}, "kwargs" : kwargs})
except Exception as e:
print(f"**{bcolor.BOLD}{bcolor.FAIL}CONNECTION ERROR{bcolor.ENDC}** 🐛The listening api is either not up or you choose the wrong port.🐛 \n {e}")
return
interface.launch(server_port=port,
server_name=f"{DOCKER_LOCAL_HOST}",
inline= kwargs['inline'] if "inline" in kwargs else True,
share=kwargs['share'] if "share" in kwargs else None,
debug=kwargs['debug'] if "debug" in kwargs else False,
enable_queue=kwargs['enable_queue'] if "enable_queue" in kwargs else None,
max_threads=kwargs['max_threads'] if "max_threads" in kwargs else None,
auth=kwargs['auth'] if "auth" in kwargs else None,
auth_message=kwargs['auth_message'] if "auth_message" in kwargs else None,
prevent_thread_lock=kwargs['prevent_thread_lock'] if "prevent_thread_lock" in kwargs else False,
show_error=kwargs['show_error'] if "show_error" in kwargs else True,
show_tips=kwargs['show_tips'] if "show_tips" in kwargs else False,
height=kwargs['height'] if "height" in kwargs else 500,
width=kwargs['width'] if "width" in kwargs else 900,
encrypt=kwargs['encrypt'] if "encrypt" in kwargs else False,
favicon_path=kwargs['favicon_path'] if "favicon_path" in kwargs else None,
ssl_keyfile=kwargs['ssl_keyfile'] if "ssl_keyfile" in kwargs else None,
ssl_certfile=kwargs['ssl_certfile'] if "ssl_certfile" in kwargs else None,
ssl_keyfile_password=kwargs['ssl_keyfile_password'] if "ssl_keyfile_password" in kwargs else None,
quiet=kwargs['quiet'] if "quiet" in kwargs else False)
try:
requests.post(f"http://{DOCKER_LOCAL_HOST}:{ listen }/api/remove/port", json={"port" : port, "host" : f'http://localhost:{port}', "file" : 'Not Applicable', "name" : name, "kwargs" : kwargs})
except Exception as e:
print(f"**{bcolor.BOLD}{bcolor.FAIL}CONNECTION ERROR{bcolor.ENDC}** 🐛The api either lost connection or was turned off...🐛 \n {e}")
def tabularGradio(funcs, names, name="Tabular Temp Name", **kwargs):
"""
takes all gradio Interfaces, and names
from input and launch the gradio.
"""
assert len(funcs) == len(names), f"{bcolor.BOLD}{bcolor.FAIL}🐛 something went wrong!!! The function you appended dose not match the length of the names{bcolor.ENDC}"
port= kwargs["port"] if "port" in kwargs else DOCKER_PORT.determinePort()
# send this to the backend api for it to be read by the react frontend
if 'listen' in kwargs:
try:
requests.post(f"http://{DOCKER_LOCAL_HOST}:{ kwargs[ 'listen' ] }/api/append/port", json={"port" : port, "host" : f'http://localhost:{port}', "file" : 'Not Applicable', "name" : name, "kwargs" : kwargs})
except Exception as e:
print(f"**{bcolor.BOLD}{bcolor.FAIL}CONNECTION ERROR{bcolor.ENDC}** 🐛The listening api is either not up or you choose the wrong port.🐛 \n {e}")
return
# provided by gradio a tabularInterface function that take function and names
gr.TabbedInterface(funcs, names).launch(server_port=port,
server_name=f"{DOCKER_LOCAL_HOST}",
inline= kwargs['inline'] if "inline" in kwargs else True,
share=kwargs['share'] if "share" in kwargs else None,
debug=kwargs['debug'] if "debug" in kwargs else False,
enable_queue=kwargs['enable_queue'] if "enable_queue" in kwargs else None,
max_threads=kwargs['max_threads'] if "max_threads" in kwargs else None,
auth=kwargs['auth'] if "auth" in kwargs else None,
auth_message=kwargs['auth_message'] if "auth_message" in kwargs else None,
prevent_thread_lock=kwargs['prevent_thread_lock'] if "prevent_thread_lock" in kwargs else False,
show_error=kwargs['show_error'] if "show_error" in kwargs else True,
show_tips=kwargs['show_tips'] if "show_tips" in kwargs else False,
height=kwargs['height'] if "height" in kwargs else 500,
width=kwargs['width'] if "width" in kwargs else 900,
encrypt=kwargs['encrypt'] if "encrypt" in kwargs else False,
favicon_path=kwargs['favicon_path'] if "favicon_path" in kwargs else None,
ssl_keyfile=kwargs['ssl_keyfile'] if "ssl_keyfile" in kwargs else None,
ssl_certfile=kwargs['ssl_certfile'] if "ssl_certfile" in kwargs else None,
ssl_keyfile_password=kwargs['ssl_keyfile_password'] if "ssl_keyfile_password" in kwargs else None,
quiet=kwargs['quiet'] if "quiet" in kwargs else False)
# Ctrl+C that ends the process and then continue the code which will remove from the api
if 'listen' in kwargs:
try:
requests.post(f"http://{DOCKER_LOCAL_HOST}:{ kwargs[ 'listen' ] }/api/remove/port", json={"port" : port, "host" : f'http://localhost:{port}', "file" : 'Not Applicable', "name" : name, "kwargs" : kwargs})
except Exception as e:
print(f"**{bcolor.BOLD}{bcolor.FAIL}CONNECTION ERROR{bcolor.ENDC}** 🐛The api either lost connection or was turned off...🐛 \n {e}")
return
def register(inputs, outputs, examples=None, **kwargs):
def register_gradio(func):
def decorator(*args, **wargs):
if type(outputs) is list:
assert len(outputs) >= 1, f"❌ {bcolor.BOLD}{bcolor.FAIL}you have no outputs 🤨... {str(type(outputs))} {bcolor.ENDC}"
fn_name = func.__name__
if 'self' in func.__code__.co_varnames and func.__code__.co_varnames[0] == 'self' and fn_name in dir(args[0]):
"""
given the decorator is on a class then
initialize a registered_gradio_functons
if not already initialize.
"""
if type(inputs) is list:
assert len(inputs) == func.__code__.co_argcount - 1, f"❌ {bcolor.BOLD}{bcolor.FAIL}inputs should have the same length as arguments{bcolor.ENDC}"
try:
self = args[0]
self.registered_gradio_functons
except AttributeError:
self.registered_gradio_functons = dict()
if not fn_name in self.registered_gradio_functons:
self.registered_gradio_functons[fn_name] = dict(inputs=inputs,
outputs=outputs,
examples=examples,
cache_examples=kwargs['cache_examples'] if "cache_examples" in kwargs else None,
examples_per_page=kwargs['examples_per_page'] if "examples_per_page" in kwargs else 10,
interpretation=kwargs['interpretation'] if "interpretation" in kwargs else None,
num_shap=kwargs['num_shap'] if "num_shap" in kwargs else 2.0,
title=kwargs['title'] if "title" in kwargs else None,
article=kwargs['article'] if "article" in kwargs else None,
thumbnail=kwargs['thumbnail'] if "thumbnail" in kwargs else None,
css=kwargs['css'] if "css" in kwargs else None,
live=kwargs['live'] if "live" in kwargs else False,
allow_flagging=kwargs['allow_flagging'] if "allow_flagging" in kwargs else None,
theme=kwargs['theme'] if "theme" in kwargs else 'default', )
if len(args[1:]) == (func.__code__.co_argcount - 1):
return func(*args, **wargs)
return None
else :
"""
the function is not a class function
"""
if type(inputs) is list:
assert len(inputs) == func.__code__.co_argcount, f"❌ {bcolor.BOLD}{bcolor.FAIL}inputs should have the same length as arguments{bcolor.ENDC}"
# if the arguments within the functions are inputed then just return the output
if len(args) == (func.__code__.co_argcount):
return func(*args, **wargs)
# if there is nothing in the arugumrnt then return the gradio interface
return gr.Interface(fn=func,
inputs=inputs,
outputs=outputs,
examples=examples,
cache_examples=kwargs['cache_examples'] if "cache_examples" in kwargs else None,
examples_per_page=kwargs['examples_per_page'] if "examples_per_page" in kwargs else 10,
interpretation=kwargs['interpretation'] if "interpretation" in kwargs else None,
num_shap=kwargs['num_shap'] if "num_shap" in kwargs else 2.0,
title=kwargs['title'] if "title" in kwargs else None,
article=kwargs['article'] if "article" in kwargs else None,
thumbnail=kwargs['thumbnail'] if "thumbnail" in kwargs else None,
css=kwargs['css'] if "css" in kwargs else None,
live=kwargs['live'] if "live" in kwargs else False,
allow_flagging=kwargs['allow_flagging'] if "allow_flagging" in kwargs else None,
theme='default',
)
decorator.__decorator__ = "__gradio__"
return decorator
return register_gradio
def GradioModule(cls):
class Decorator:
def __init__(self, *args, **kwargs) -> None:
self.__cls__ = cls(*args, **kwargs)
self.__get_funcs_attr()
self.interface = self.__compile()
def get_funcs_names(self):
assert self.get_registered_map() != None, "this is not possible..."
return [ name for name in self.get_registered_map().keys()]
def get_registered_map(self):
assert self.__cls__.registered_gradio_functons != None, "what happen!!!!"
return self.__cls__.registered_gradio_functons
def __get_funcs_attr(self):
for func in dir(self.__cls__):
fn = getattr(self.__cls__, func, None)
if callable(fn) and not func.startswith("__") and "__decorator__" in dir(fn) and fn.__decorator__ == "__gradio__":
print(func, callable(fn))
fn()
def __compile(self):
"""
Initialize all the function
within the class that are registeed
"""
demos, names = [], []
for func, param in self.get_registered_map().items():
names.append(func)
try:
demos.append(gr.Interface(fn=getattr(self.__cls__, func, None), **param))
except Exception as e :
raise e
print(f"{bcolor.OKBLUE}COMPLETED: {bcolor.ENDC}All functions are mapped, and ready to launch 🚀",
"\n===========================================================\n")
return gr.TabbedInterface(demos, names)
def launch(self, **kwargs):
port= kwargs["port"] if "port" in kwargs else DOCKER_PORT.determinePort()
if 'listen' in kwargs:
try:
requests.post(f"http://{DOCKER_LOCAL_HOST}:{ kwargs[ 'listen' ] }/api/append/port", json={"port" : port, "host" : f'http://localhost:{port}', "file" : getfile(self.__cls__.__class__), "name" : self.__cls__.__class__.__name__, "kwargs" : kwargs})
except Exception:
print(f"**{bcolor.BOLD}{bcolor.FAIL}CONNECTION ERROR{bcolor.ENDC}** 🐛The listening api is either not up or you choose the wrong port.🐛")
return
self.interface.launch(server_port=port,
server_name=f"{DOCKER_LOCAL_HOST}",
inline= kwargs['inline'] if "inline" in kwargs else None,
share=kwargs['share'] if "share" in kwargs else None,
debug=kwargs['debug'] if "debug" in kwargs else False,
enable_queue=kwargs['enable_queue'] if "enable_queue" in kwargs else None,
max_threads=kwargs['max_threads'] if "max_threads" in kwargs else None,
auth=kwargs['auth'] if "auth" in kwargs else None,
auth_message=kwargs['auth_message'] if "auth_message" in kwargs else None,
prevent_thread_lock=kwargs['prevent_thread_lock'] if "prevent_thread_lock" in kwargs else False,
show_error=kwargs['show_error'] if "show_error" in kwargs else True,
show_tips=kwargs['show_tips'] if "show_tips" in kwargs else False,
height=kwargs['height'] if "height" in kwargs else 500,
width=kwargs['width'] if "width" in kwargs else 900,
encrypt=kwargs['encrypt'] if "encrypt" in kwargs else False,
favicon_path=kwargs['favicon_path'] if "favicon_path" in kwargs else None,
ssl_keyfile=kwargs['ssl_keyfile'] if "ssl_keyfile" in kwargs else None,
ssl_certfile=kwargs['ssl_certfile'] if "ssl_certfile" in kwargs else None,
ssl_keyfile_password=kwargs['ssl_keyfile_password'] if "ssl_keyfile_password" in kwargs else None,
quiet=kwargs['quiet'] if "quiet" in kwargs else False)
if 'listen' in kwargs:
try:
requests.post(f"http://{DOCKER_LOCAL_HOST}:{ kwargs[ 'listen' ] }/api/remove/port", json={"port" : port, "host" : f'http://localhost:{port}', "file" : getfile(self.__cls__.__class__), "name" : self.__cls__.__class__.__name__, "kwargs" : kwargs})
except Exception:
print(f"**{bcolor.BOLD}{bcolor.FAIL}CONNECTION ERROR{bcolor.ENDC}** 🐛The api either lost connection or was turned off...🐛")
return
return Decorator
class bcolor:
HEADER = '\033[95m'
OKBLUE = '\033[94m'
OKCYAN = '\033[96m'
OKGREEN = '\033[92m'
WARNING = '\033[93m'
FAIL = '\033[91m'
ENDC = '\033[0m'
BOLD = '\033[1m'
UNDERLINE = '\033[4m'
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