sygil-webui/scripts/imglab.py

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# base webui import and utils.
from webui_streamlit import st
from sd_utils import *
#home plugin
import os
from PIL import Image
#from bs4 import BeautifulSoup
from streamlit.runtime.in_memory_file_manager import in_memory_file_manager
from streamlit.elements import image as STImage
# Temp imports
# end of imports
#---------------------------------------------------------------------------------------------------------------
try:
# this silences the annoying "Some weights of the model checkpoint were not used when initializing..." message at start.
from transformers import logging
logging.set_verbosity_error()
except:
pass
class plugin_info():
plugname = "imglab"
description = "Image Lab"
isTab = True
displayPriority = 3
def getLatestGeneratedImagesFromPath():
#get the latest images from the generated images folder
#get the path to the generated images folder
generatedImagesPath = os.path.join(os.getcwd(),'outputs')
#get all the files from the folders and subfolders
files = []
#get the laest 10 images from the output folder without walking the subfolders
for r, d, f in os.walk(generatedImagesPath):
for file in f:
if '.png' in file:
files.append(os.path.join(r, file))
#sort the files by date
files.sort(key=os.path.getmtime)
#reverse the list so the latest images are first
for f in files:
img = Image.open(f)
files[files.index(f)] = img
#get the latest 10 files
#get all the files with the .png or .jpg extension
#sort files by date
#get the latest 10 files
latestFiles = files[-10:]
#reverse the list
latestFiles.reverse()
return latestFiles
def getImagesFromLexica():
#scrape images from lexica.art
#get the html from the page
#get the html with cookies and javascript
apiEndpoint = r'https://lexica.art/api/trpc/prompts.infinitePrompts?batch=1&input=%7B%220%22%3A%7B%22json%22%3A%7B%22limit%22%3A10%2C%22text%22%3A%22%22%2C%22cursor%22%3A10%7D%7D%7D'
#REST API call
#
from requests_html import HTMLSession
session = HTMLSession()
response = session.get(apiEndpoint)
#req = requests.Session()
#req.headers['user-agent'] = 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/96.0.4664.45 Safari/537.36'
#response = req.get(apiEndpoint)
print(response.status_code)
print(response.text)
#get the json from the response
#json = response.json()
#get the prompts from the json
print(response)
#session = requests.Session()
#parseEndpointJson = session.get(apiEndpoint,headers=headers,verify=False)
#print(parseEndpointJson)
#print('test2')
#page = requests.get("https://lexica.art/", headers={'User-Agent': 'Mozilla/5.0'})
#parse the html
#soup = BeautifulSoup(page.content, 'html.parser')
#find all the images
#print(soup)
#images = soup.find_all('alt-image')
#create a list to store the image urls
image_urls = []
#loop through the images
for image in images:
#get the url
image_url = image['src']
#add it to the list
image_urls.append('http://www.lexica.art/'+image_url)
#return the list
print(image_urls)
return image_urls
def changeImage():
#change the image in the image holder
#check if the file is not empty
if len(st.session_state['uploaded_file']) > 0:
#read the file
print('test2')
uploaded = st.session_state['uploaded_file'][0].read()
#show the image in the image holder
st.session_state['previewImg'].empty()
st.session_state['previewImg'].image(uploaded,use_column_width=True)
def createHTMLGallery(images):
html3 = """
<div class="gallery-history" style="
display: flex;
flex-wrap: wrap;
align-items: flex-start;">
"""
mkdwn_array = []
for i in images:
bImg = i.read()
i = Image.save(bImg, 'PNG')
width, height = i.size
#get random number for the id
image_id = "%s" % (str(images.index(i)))
(data, mimetype) = STImage._normalize_to_bytes(bImg.getvalue(), width, 'auto')
this_file = in_memory_file_manager.add(data, mimetype, image_id)
img_str = this_file.url
#img_str = 'data:image/png;base64,' + b64encode(image_io.getvalue()).decode('ascii')
#get image size
#make sure the image is not bigger then 150px but keep the aspect ratio
if width > 150:
height = int(height * (150/width))
width = 150
if height > 150:
width = int(width * (150/height))
height = 150
#mkdwn = f"""<img src="{img_str}" alt="Image" with="200" height="200" />"""
mkdwn = f'''<div class="gallery" style="margin: 3px;" >
<a href="{img_str}">
<img src="{img_str}" alt="Image" width="{width}" height="{height}">
</a>
</div>
'''
mkdwn_array.append(mkdwn)
html3 += "".join(mkdwn_array)
html3 += '</div>'
return html3
def layout():
col1, col2 = st.columns(2)
with col1:
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st.session_state['uploaded_file'] = st.file_uploader("Choose an image or images", type=["png", "jpg", "jpeg", "webp"],accept_multiple_files=True,on_change=changeImage)
if 'previewImg' not in st.session_state:
st.session_state['previewImg'] = st.empty()
else:
if len(st.session_state['uploaded_file']) > 0:
st.session_state['previewImg'].empty()
st.session_state['previewImg'].image(st.session_state['uploaded_file'][0],use_column_width=True)
else:
st.session_state['previewImg'] = st.empty()