Spaces:
Configuration error
Configuration error
File size: 14,635 Bytes
c132e32 5bcb90a c132e32 5a185d0 c132e32 5a185d0 c132e32 86be414 c132e32 86be414 c132e32 86be414 5bcb90a 86be414 5bcb90a 86be414 c132e32 5a185d0 c132e32 5a185d0 c132e32 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 |
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 = (7860, 7880)
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=10):
trial_count = 0
while trial_count <= max_trial_count:
port=random.randint(*self.port_range)
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 tabularGradio(funcs, names, name="Tabular Temp Name", **kwargs):
#print([fn.__name__ for fn in funcs])
assert len(funcs) == len(names), f"{bcolor.BOLD}{bcolor.FAIL}🐛 something went wrong!!! The function you appended dose not match the lenght of the names{bcolor.ENDC}"
# assert all([fn == "wrap" for fn in funcs]), f"{bcolor().BOLD}{bcolor().FAIL}not all of these are decorated with the right decorator{bcolor().ENDC}"
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" : '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
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)
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 wrap(*args, **wargs):
fn_name = func.__name__
if 'self' in func.__code__.co_varnames and func.__name__ in dir(args[0]):
"""
given the decorator is on a class then
initialize a registered_gradio_functons
if not already initialize.
"""
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:
print("✨Initializing Class Functions...✨\n")
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)
if len(args[1:]) == (func.__code__.co_argcount - 1):
return func(*args, **wargs)
else :
"""
the function is not a class function
"""
assert len(inputs) == func.__code__.co_argcount, f"❌ {bcolor.BOLD}{bcolor.FAIL}inputs should have the same length as arguments{bcolor.ENDC}"
if len(args) == (func.__code__.co_argcount):
return func(*args, **wargs)
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',
)
return None
return wrap
return register_gradio
def GradioModule(cls):
class Decorator:
def __init__(self) -> None:
self.cls = cls()
def get_funcs(self):
return [func for func in dir(self.cls) if not func.startswith("__") and type(getattr(self.cls, func, None)) == type(self.get_funcs) ]
def compile(self, **kwargs):
print("Just putting on the finishing touches... 🔧🧰")
for func in self.get_funcs():
this = getattr(self.cls, func, None)
if this.__name__ == "wrap":
this()
demos, names = [], []
for func, param in self.get_registered_gradio_functons().items():
names.append(func)
demos.append(gr.Interface(fn=getattr(self.cls, func, None),
inputs=param['inputs'],
outputs=param['outputs'],
examples=param['examples'],
cache_examples=kwargs['cache_examples'] if "cache_examples" in kwargs else None,
examples_per_page=kwargs['cache_examples'] if "cache_examples" 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',
))
print(f"{func}....{bcolor.BOLD}{bcolor.OKGREEN} done {bcolor.ENDC}")
print("\nHappy Visualizing... 🚀")
return gr.TabbedInterface(demos, names)
def get_registered_gradio_functons(self):
try:
self.cls.registered_gradio_functons
except AttributeError:
return None
return self.cls.registered_gradio_functons
def run(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.compile(live=kwargs[ 'live' ] if "live" in kwargs else False,
allow_flagging=kwargs[ 'allow_flagging' ] if "allow_flagging" in kwargs else None,
cache_examples=kwargs['cache_examples'] if "cache_examples" in kwargs else None,
examples_per_page=kwargs['cache_examples'] if "cache_examples" 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,
theme=kwargs['theme'] if "theme" in kwargs else None,
).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)
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'
|