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August 26, 2022 04:08
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Gradiotooth - Syntactic python sugar for gradio panels
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import functools, argparse, mimetypes, sys, itertools | |
from sys import platform | |
from pyclbr import Function | |
from enum import Enum, auto | |
import gradio as gr | |
# gradiotooth.py | Release v0.1 | |
# | |
# Code is Copyright (C) 2022 saber7ooth <https://www.github.com/loopyd> | |
# Licensed under DBAD: https://dbad-license.org/ | |
# | |
# It allows you to bind gradio controls to interfaces with ease and execute model | |
# functions with toothtastic simplicity. | |
# | |
# It is the prettiest way to produce a gradio panel for a model runscript out there. | |
# | |
# If you like my code, please donate: https://paypal.me/snowflowerwolf | |
if hasattr(sys, 'getwindowsversion'): | |
mimetypes.init() | |
mimetypes.add_type('application/javascript', '.js') | |
########################################################################## | |
## Decorators | |
########################################################################## | |
class gr_controltype(Enum): | |
INPUT = auto(), | |
OUTPUT = auto() | |
def run_once(f): | |
def wrapper(*args, **kwargs): | |
if not wrapper.has_run: | |
wrapper.has_run = True | |
return f(*args, **kwargs) | |
wrapper.has_run = False | |
return wrapper | |
def gr_control(control_type: gr_controltype, control_constructor: Function, **kargs): | |
def decorator_gr_control(func): | |
@functools.wraps(func) | |
def wrapper_gr_control(*args, **kwargs): | |
self = args[0] | |
if control_constructor is not None: | |
data_raw = {} | |
data_raw["bound_method"] = func.__name__ | |
for k, v in kargs.items(): | |
data_raw[k] = v | |
if data_raw not in self.inputs_raw and control_type is gr_controltype.INPUT: | |
self.inputs_raw.append(data_raw) | |
self.inputs.append(control_constructor(**kargs)) | |
elif data_raw not in self.outputs_raw and control_type is gr_controltype.OUTPUT: | |
self.outputs_raw.append(data_raw) | |
self.outputs.append(control_constructor(**kargs)) | |
return func(*args, **kwargs) | |
return wrapper_gr_control | |
return decorator_gr_control | |
def gr_argument(*argv, **kargs): | |
def decorator_argument(func): | |
@functools.wraps(func) | |
def wrapper_argument(*args, **kwargs): | |
self = args[0] | |
if self.argParser is not None: | |
data_raw = {} | |
data_raw["bound_method"] = func.__name__ | |
data_raw["bound_control"] = self.inputs_raw[(len(self.inputs_raw)-1)] | |
data_raw["args"] = argv[0] | |
for k, v in kargs.items(): | |
data_raw[k] = v | |
if data_raw not in self.args_raw: | |
self.args_raw.append(data_raw) | |
self.argParser.add_argument(*argv, **kargs) | |
return func(*args, **kwargs) | |
return wrapper_argument | |
return decorator_argument | |
def gr_bound_func(func, *argv, **kargs): | |
@functools.wraps(func) | |
def wrapper_bound_func(*args, **kwargs): | |
self = args[0] | |
if self.bound_func is None: | |
self.bound_func = func | |
# magic sauce | |
argbuilder = [] | |
for i, arg in enumerate(args[1:]): | |
arg_option_str = str(self.args_raw[i]["args"]).split('|')[0] | |
if arg_option_str is None: | |
arg_option_str = str(self.args_raw[i]["args"]) | |
arg_t = self.args_raw[i]["type"] | |
arg_casted = arg_t(arg) | |
argbuilder.append(f"{arg_option_str}") | |
argbuilder.append(f"{str( arg_casted )}") | |
self.cmdline = ' '.join(argbuilder) | |
self.opts = vars(self.argParser.parse_args(argbuilder)) | |
return func(self, *argv, **kargs) | |
return wrapper_bound_func | |
########################################################################## | |
## Boilerplate | |
########################################################################## | |
class GradiotoothControllerInterface(object): | |
def __init__(self): | |
self.argParser = argparse.ArgumentParser() | |
self.args_raw = [] | |
self.bound_func = None | |
self.inputs = [] | |
self.inputs_raw = [] | |
self.outputs = [] | |
self.outputs_raw = [] | |
self.opts = [] | |
pass | |
def interface_init(self): | |
self.bound_func = getattr( | |
self, | |
[m for m in dir(self) if m == f"{type(self).__name__}_handler" ][0] | |
) | |
self.interface = gr.Interface( | |
self.bound_func, | |
inputs = self.inputs, | |
outputs = self.outputs, | |
title = self.title, | |
description = self.description | |
) | |
pass | |
########################################################################## | |
## Example | |
########################################################################## | |
# A new much prettier gradio interface class with python sugar. | |
# Construct many to add to your gradio. | |
class default_interface(GradiotoothControllerInterface): | |
def __init__(self): | |
self.tab_name = "Default" | |
self.title = "Sabertooth Grad.io Panel" | |
self.description = "A default testing panel for Grad.io" | |
super().__init__() | |
self._default_interface_init() | |
pass | |
@gr_bound_func | |
def default_interface_handler(self): | |
print("Interface handler triggered, here are your instanced variables (as per the usual):\n") | |
# You can now do what ever you want with the values! I'll just print them. | |
for k in self.opts: | |
print(f" self.opts.{k} = {self.opts[k]}") | |
# And the majority of you experiencing gradio script springboard headaches probably want this one... | |
# this was the purpose of the design of this tool. | |
print("\nI can also invoke scripts! Here I won't, but I'll print you the stringified example:\n") | |
print(f" default_interface.py {self.cmdline}\n") | |
pass | |
@gr_control(gr_controltype.INPUT, gr.Textbox, label="textbox_test", placeholder="Enter somethin' here, champ") | |
@gr_control(gr_controltype.OUTPUT, gr.Gallery) | |
@gr_argument("--test", nargs="?", help="Just a test property to test the command binding", default="Enter somethin' here, champ.", type=str) | |
def _default_interface_init(self): | |
super().interface_init() | |
pass | |
my_default = default_interface() | |
demo = gr.TabbedInterface(interface_list=[my_default.interface], tab_names=[my_default.tab_name]) | |
demo.launch(share=False) |
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