Spaces:
Runtime error
Runtime error
File size: 11,006 Bytes
bf5950c | 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 | import gradio as gr
from requests.exceptions import ConnectTimeout
import time
import requests
global headers
global cancel_url
global path
path = ''
cancel_url =''
headers = {
'Content-Type': 'application/json',
'Authorization': 'Token r8_ZGZlzThfRkPZVDMygVclY1XZ9AuxmIQ2qwwPP',
"Access-Control-Allow-Headers": "Content-Type",
"Access-Control-Allow-Origin": '**',
"Access-Control-Allow-Methods": "OPTIONS,POST,GET,PATCH"}
with gr.Blocks() as demo:
owner = "stability-ai"
name = "stable-diffusion"
max_retries = 3
retry_delay = 2
for retry in range(max_retries):
try:
url = f'https://api.replicate.com/v1/models/{owner}/{name}'
response = requests.get(url, headers=headers, timeout=10)
# Process the response
break # Break out of the loop if the request is successful
except ConnectTimeout:
if retry < max_retries - 1:
print(f"Connection timed out. Retrying in {retry_delay} seconds...")
time.sleep(retry_delay)
else:
print("Max retries exceeded. Unable to establish connection.")
data = response.json()
description =data.get("description", '')
title = data.get("default_example",'').get("model",'')
version = data.get("default_example",'').get("version",'')
gr.Markdown(
f"""
# {title}
{description}
""")
with gr.Row():
with gr.Column():
inputs =[]
schema =data.get("latest_version", {}).get("openapi_schema", {}).get("components", {}).get("schemas", {})
ordered_properties = sorted(schema.get("Input", {}).get("properties", {}).items(), key=lambda x: x[1].get("x-order", 0))
for property_name, property_info in ordered_properties :
if "x-order" in property_info:
order = int(property_info.get('x-order',''))
if property_info.get("type", {}) == "integer":
value= data.get('default_example', '').get('input','').get(property_name,0)
if "minimum" and "maximum" in property_info:
if value == 0:
inputs.insert(order, gr.Slider(label=property_info.get('title', ''), info=property_info.get('description',''), value=property_info.get('default', value), minimum=property_info.get('minimum', ''), maximum=property_info.get('maximum', ''), step=1))
else:
inputs.insert(order, gr.Slider(label=property_info.get('title', ''), info=property_info.get('description',''), value=value, minimum=property_info.get('minimum', ''), maximum=property_info.get('maximum', ''), step=1))
else:
if value == 0:
inputs.insert(order, gr.Number(label=property_info.get('title', ''), info=property_info.get('description',''), value=property_info.get('default', value)))
else:
inputs.insert(order, gr.Number(label=property_info.get('title', ''), info=property_info.get('description',''), value=value))
elif property_info.get("type", {}) == "string":
value= data.get('default_example', '').get('input','').get(property_name,'')
if property_info.get('format','') == 'uri':
if 'image' in property_info.get('title', '').lower():
if value :
inputs.insert(order, gr.Image(label=property_info.get('title', ''), value=value))
else :
inputs.insert(order, gr.Image(label=property_info.get('title', '')))
# elif property_info.get('title','') == 'Image Path':
# inputs.insert(order, gr.Image(label=property_info.get('title', ''), value=property_info.get('default', value)))
else:
inputs.insert(order, gr.File(label=property_info.get('title', '')))
else:
if value == '':
inputs.insert(order, gr.Textbox(label=property_info.get('title', ''), info=property_info.get('description', ''), value=property_info.get('default', value)))
else:
inputs.insert(order, gr.Textbox(label=property_info.get('title', ''), info=property_info.get('description', ''), value=value))
elif property_info.get("type", {}) == "number":
value= data.get('default_example', '').get('input','').get(property_name, 0)
if "minimum" and "maximum" in property_info:
if value == 0:
inputs.insert(order, gr.Slider(label=property_info.get('title', ''), info=property_info.get('description', ''), value=property_info.get('default', value), minimum=property_info.get('minimum', ''), maximum=property_info.get('maximum', '')))
else:
inputs.insert(order, gr.Slider(label=property_info.get('title', ''), info=property_info.get('description', ''), value=value, minimum=property_info.get('minimum', ''), maximum=property_info.get('maximum', '')))
else:
if value == 0:
inputs.insert(order, gr.Number(label=property_info.get('title', ''), info=property_info.get('description', ''), value=property_info.get('default', value)))
else:
inputs.insert(order, gr.Number(label=property_info.get('title', ''), info=property_info.get('description', ''), value=value))
elif property_info.get("type", {}) == "boolean":
value= data.get('default_example', '').get('input','').get(property_name,'')
if value == '':
inputs.insert(order, gr.Checkbox(label=property_info.get('title', ''), info=property_info.get('description', ''), value=property_info.get('default', value)))
else:
inputs.insert(order, gr.Checkbox(label=property_info.get('title', ''), info=property_info.get('description', ''), value=value))
else:
value= data.get('default_example', '').get('input','').get(property_name,'')
options=schema.get(property_name,'').get('enum',[])
if value == '':
inputs.insert(order, gr.Dropdown(label=property_name, info=property_info.get('description', ''),choices=options, value=property_info.get("default", value)))
else:
inputs.insert(order, gr.Dropdown(label=property_name, info=property_info.get('description', ''),choices=options, value=value))
with gr.Row():
cancel_btn = gr.Button("Cancel")
run_btn = gr.Button("Run")
with gr.Column():
outputs = []
outputs.append(gr.Image(value='https://replicate.delivery/pbxt/sWeZFZou6v3CPKuoJbqX46ugPaHT1DcsWYx0srPmGrMOCPYIA/out-0.png'))
outputs.append(gr.Image(visible=False))
outputs.append(gr.Image(visible=False))
outputs.append(gr.Image(visible=False))
def run_process(input1,input2,input3,input4,input5,input6,input7, input8, input9):
global cancel_url
cancel_url = ''
url = 'https://replicate.com/api/predictions'
body = {
"version": version,
"input": {
"prompt": input1,
"height": input2,
"width": input3,
"negative_prompt": input4,
"num_outputs": input5,
"num_inference_steps": input6,
"guidance_scale": input7,
"scheduler": input8,
"seed": input9,
}
}
response = requests.post(url, headers=headers, json=body)
print(response.status_code)
if response.status_code == 201:
response_data = response.json()
get_url = response_data.get('urls','').get('get','')
identifier = 'https://replicate.com/api/predictions/'+get_url.split("/")[-1]
time.sleep(3)
output =verify_image(identifier)
print(output,'333')
if output:
if len(output) == 1:
return gr.Image(value=output[0]), gr.Image(),gr.Image(),gr.Image()
elif len(output) == 2:
return gr.Image(value=output[0]), gr.Image(value=output[1],visible= True),gr.Image(),gr.Image()
elif len(output) == 3:
return gr.Image(value=output[0]), gr.Image(value=output[1],visible= True),gr.Image(value=output[2],visible= True),gr.Image()
elif len(output) == 3:
return gr.Image(value=output[0]), gr.Image(value=output[1],visible= True),gr.Image(value=output[2],visible= True),gr.Image(value=output[2],visible= True)
return gr.Image(),gr.Image(visible=False),gr.Image(visible=False),gr.Image(visible=False)
def cancel_process(input1,input2,input3,input4,input5,input6,input7, input8, input9):
global cancel_url
cancel_url = "123"
return gr.Image(value='https://replicate.delivery/pbxt/sWeZFZou6v3CPKuoJbqX46ugPaHT1DcsWYx0srPmGrMOCPYIA/out-0.png'), gr.Image(visible=False),gr.Image(visible=False),gr.Image(visible=False)
def verify_image(get_url):
res = requests.get(get_url)
if res.status_code == 200:
res_data = res.json()
if res_data.get('error',''):
return
else:
if cancel_url:
return
else:
output = res_data.get('output', [])
print(output,'111')
if output:
print(output,'222')
return output
else:
time.sleep(1)
val = verify_image(get_url)
return val
else:
return []
run_btn.click(run_process, inputs=inputs, outputs=outputs, api_name="run")
cancel_btn.click(cancel_process, inputs=inputs, outputs=outputs, api_name="cancel")
demo.launch()
|