Spaces:
Runtime error
Runtime error
Update render.py
Browse files
render.py
CHANGED
|
@@ -1,90 +1,89 @@
|
|
| 1 |
-
import websocket # websocket-client
|
| 2 |
-
import uuid
|
| 3 |
-
import json
|
| 4 |
-
import urllib.request
|
| 5 |
-
import urllib.parse
|
| 6 |
-
import random
|
| 7 |
-
from PIL import Image
|
| 8 |
-
import io
|
| 9 |
-
import base64
|
| 10 |
-
import io
|
| 11 |
-
import os
|
| 12 |
-
|
| 13 |
-
server_address = os.environ.get("URL_API")
|
| 14 |
-
json_data=os.environ.get("JSON_API")
|
| 15 |
-
client_id = str(uuid.uuid4())
|
| 16 |
-
|
| 17 |
-
def queue_prompt(prompt):
|
| 18 |
-
p = {"prompt": prompt, "client_id": client_id}
|
| 19 |
-
data = json.dumps(p, indent=4).encode('utf-8') # Prettify JSON for print
|
| 20 |
-
req = urllib.request.Request(f"http://{server_address}/prompt", data=data)
|
| 21 |
-
return json.loads(urllib.request.urlopen(req).read())
|
| 22 |
-
|
| 23 |
-
def get_image(filename, subfolder, folder_type):
|
| 24 |
-
data = {"filename": filename, "subfolder": subfolder, "type": folder_type}
|
| 25 |
-
url_values = urllib.parse.urlencode(data)
|
| 26 |
-
with urllib.request.urlopen(f"http://{server_address}/view?{url_values}") as response:
|
| 27 |
-
return response.read()
|
| 28 |
-
|
| 29 |
-
def get_history(prompt_id):
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
|
| 38 |
-
|
| 39 |
-
|
| 40 |
-
|
| 41 |
-
message =
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
percentage =
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
data
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
|
| 69 |
-
|
| 70 |
-
buffer =
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
data =
|
| 80 |
-
data["
|
| 81 |
-
|
| 82 |
-
|
| 83 |
-
|
| 84 |
-
|
| 85 |
-
|
| 86 |
-
|
| 87 |
-
|
| 88 |
-
|
| 89 |
-
|
| 90 |
-
|
|
|
|
| 1 |
+
import websocket # websocket-client
|
| 2 |
+
import uuid
|
| 3 |
+
import json
|
| 4 |
+
import urllib.request
|
| 5 |
+
import urllib.parse
|
| 6 |
+
import random
|
| 7 |
+
from PIL import Image
|
| 8 |
+
import io
|
| 9 |
+
import base64
|
| 10 |
+
import io
|
| 11 |
+
import os
|
| 12 |
+
|
| 13 |
+
server_address = os.environ.get("URL_API")
|
| 14 |
+
json_data=os.environ.get("JSON_API")
|
| 15 |
+
client_id = str(uuid.uuid4())
|
| 16 |
+
|
| 17 |
+
def queue_prompt(prompt):
|
| 18 |
+
p = {"prompt": prompt, "client_id": client_id}
|
| 19 |
+
data = json.dumps(p, indent=4).encode('utf-8') # Prettify JSON for print
|
| 20 |
+
req = urllib.request.Request(f"http://{server_address}/prompt", data=data)
|
| 21 |
+
return json.loads(urllib.request.urlopen(req).read())
|
| 22 |
+
|
| 23 |
+
def get_image(filename, subfolder, folder_type):
|
| 24 |
+
data = {"filename": filename, "subfolder": subfolder, "type": folder_type}
|
| 25 |
+
url_values = urllib.parse.urlencode(data)
|
| 26 |
+
with urllib.request.urlopen(f"http://{server_address}/view?{url_values}") as response:
|
| 27 |
+
return response.read()
|
| 28 |
+
|
| 29 |
+
def get_history(prompt_id):
|
| 30 |
+
with urllib.request.urlopen(f"http://{server_address}/history/{prompt_id}") as response:
|
| 31 |
+
return json.loads(response.read())
|
| 32 |
+
|
| 33 |
+
def get_images(ws, prompt):
|
| 34 |
+
prompt_id = queue_prompt(prompt)['prompt_id']
|
| 35 |
+
output_images = {}
|
| 36 |
+
last_reported_percentage = 0
|
| 37 |
+
while True:
|
| 38 |
+
out = ws.recv()
|
| 39 |
+
if isinstance(out, str):
|
| 40 |
+
message = json.loads(out)
|
| 41 |
+
if message['type'] == 'progress':
|
| 42 |
+
data = message['data']
|
| 43 |
+
current_progress = data['value']
|
| 44 |
+
max_progress = data['max']
|
| 45 |
+
percentage = int((current_progress / max_progress) * 100)
|
| 46 |
+
if percentage >= last_reported_percentage + 10:
|
| 47 |
+
last_reported_percentage = percentage
|
| 48 |
+
|
| 49 |
+
elif message['type'] == 'executing':
|
| 50 |
+
data = message['data']
|
| 51 |
+
if data['node'] is None and data['prompt_id'] == prompt_id:
|
| 52 |
+
break # Execution is done
|
| 53 |
+
else:
|
| 54 |
+
continue # Previews are binary data
|
| 55 |
+
|
| 56 |
+
history = get_history(prompt_id)[prompt_id]
|
| 57 |
+
for o in history['outputs']:
|
| 58 |
+
for node_id in history['outputs']:
|
| 59 |
+
node_output = history['outputs'][node_id]
|
| 60 |
+
if 'images' in node_output:
|
| 61 |
+
images_output = []
|
| 62 |
+
for image in node_output['images']:
|
| 63 |
+
image_data = get_image(image['filename'], image['subfolder'], image['type'])
|
| 64 |
+
images_output.append(image_data)
|
| 65 |
+
output_images[node_id] = images_output
|
| 66 |
+
return output_images
|
| 67 |
+
|
| 68 |
+
def pil_to_base64(image):
|
| 69 |
+
buffer = io.BytesIO()
|
| 70 |
+
image.save(buffer, format="PNG")
|
| 71 |
+
base64_string=base64.b64encode(buffer.getvalue()).decode("utf-8")
|
| 72 |
+
return f"data:image/png;base64,{base64_string}"
|
| 73 |
+
|
| 74 |
+
def generate_images(positive_prompt, image):
|
| 75 |
+
ws = websocket.WebSocket()
|
| 76 |
+
ws_url = f"ws://{server_address}/ws?clientId={client_id}"
|
| 77 |
+
ws.connect(ws_url)
|
| 78 |
+
data = json.loads(json_data)
|
| 79 |
+
data["49"]["inputs"]["text"] = positive_prompt
|
| 80 |
+
data["90"]["inputs"]["images"]["base64"] = [pil_to_base64(image)]
|
| 81 |
+
seed = random.randint(1, 1000000000)
|
| 82 |
+
data["47"]["inputs"]["noise_seed"] = seed
|
| 83 |
+
images = get_images(ws, data)
|
| 84 |
+
ws.close()
|
| 85 |
+
for node_id in images:
|
| 86 |
+
for image_data in images[node_id]:
|
| 87 |
+
image = Image.open(io.BytesIO(image_data))
|
| 88 |
+
return image
|
| 89 |
+
|
|
|