mirror of
https://github.com/sd-webui/stable-diffusion-webui.git
synced 2024-12-14 23:02:00 +03:00
223 lines
7.8 KiB
Python
223 lines
7.8 KiB
Python
# base webui import and utils.
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from webui_streamlit import st
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from sd_utils import *
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# streamlit imports
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import streamlit.components.v1 as components
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class plugin_info():
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plugname = "concept_library"
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description = "Concept Library"
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displayPriority = 4
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# Init Vuejs component
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_component_func = components.declare_component(
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"sd-concepts-browser", "./frontend/dist")
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def sdConceptsBrowser(concepts, key=None):
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component_value = _component_func(concepts=concepts, key=key, default="")
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return component_value
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@st.experimental_memo(persist="disk", show_spinner=False, suppress_st_warning=True)
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def getConceptsFromPath(page, conceptPerPage, searchText=""):
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#print("getConceptsFromPath", "page:", page, "conceptPerPage:", conceptPerPage, "searchText:", searchText)
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# get the path where the concepts are stored
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path = os.path.join(
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os.getcwd(), st.session_state['defaults'].general.sd_concepts_library_folder)
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acceptedExtensions = ('jpeg', 'jpg', "png")
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concepts = []
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if os.path.exists(path):
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# List all folders (concepts) in the path
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folders = [f for f in os.listdir(
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path) if os.path.isdir(os.path.join(path, f))]
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filteredFolders = folders
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# Filter the folders by the search text
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if searchText != "":
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filteredFolders = [
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f for f in folders if searchText.lower() in f.lower()]
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else:
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filteredFolders = []
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conceptIndex = 1
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for folder in filteredFolders:
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# handle pagination
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if conceptIndex > (page * conceptPerPage):
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continue
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if conceptIndex <= ((page - 1) * conceptPerPage):
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conceptIndex += 1
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continue
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concept = {
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"name": folder,
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"token": "<" + folder + ">",
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"images": [],
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"type": ""
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}
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# type of concept is inside type_of_concept.txt
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typePath = os.path.join(path, folder, "type_of_concept.txt")
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binFile = os.path.join(path, folder, "learned_embeds.bin")
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# Continue if the concept is not valid or the download has failed (no type_of_concept.txt or no binFile)
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if not os.path.exists(typePath) or not os.path.exists(binFile):
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continue
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with open(typePath, "r") as f:
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concept["type"] = f.read()
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# List all files in the concept/concept_images folder
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files = [f for f in os.listdir(os.path.join(path, folder, "concept_images")) if os.path.isfile(
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os.path.join(path, folder, "concept_images", f))]
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# Retrieve only the 4 first images
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for file in files[:4]:
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if file.endswith(acceptedExtensions):
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# Add a copy of the image to avoid file locking
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originalImage = Image.open(os.path.join(
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path, folder, "concept_images", file))
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# Maintain the aspect ratio (max 200x200)
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resizedImage = originalImage.copy()
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resizedImage.thumbnail((200, 200), Image.ANTIALIAS)
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# concept["images"].append(resizedImage)
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concept["images"].append(imageToBase64(resizedImage))
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# Close original image
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originalImage.close()
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concepts.append(concept)
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conceptIndex += 1
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# print all concepts name
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#print("Results:", [c["name"] for c in concepts])
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return concepts
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@st.cache(persist=True, allow_output_mutation=True, show_spinner=False, suppress_st_warning=True)
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def imageToBase64(image):
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import io
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import base64
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buffered = io.BytesIO()
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image.save(buffered, format="PNG")
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img_str = base64.b64encode(buffered.getvalue()).decode("utf-8")
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return img_str
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@st.experimental_memo(persist="disk", show_spinner=False, suppress_st_warning=True)
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def getTotalNumberOfConcepts(searchText=""):
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# get the path where the concepts are stored
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path = os.path.join(
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os.getcwd(), st.session_state['defaults'].general.sd_concepts_library_folder)
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concepts = []
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if os.path.exists(path):
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# List all folders (concepts) in the path
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folders = [f for f in os.listdir(
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path) if os.path.isdir(os.path.join(path, f))]
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filteredFolders = folders
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# Filter the folders by the search text
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if searchText != "":
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filteredFolders = [
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f for f in folders if searchText.lower() in f.lower()]
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else:
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filteredFolders = []
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return len(filteredFolders)
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def layout():
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# 2 tabs, one for Concept Library and one for the Download Manager
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tab_library, tab_downloader = st.tabs(["Library", "Download Manager"])
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# Concept Library
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with tab_library:
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downloaded_concepts_count = getTotalNumberOfConcepts()
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concepts_per_page = st.session_state["defaults"].concepts_library.concepts_per_page
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if not "results" in st.session_state:
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st.session_state["results"] = getConceptsFromPath(1, concepts_per_page, "")
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# Pagination controls
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if not "cl_current_page" in st.session_state:
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st.session_state["cl_current_page"] = 1
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# Search
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if not 'cl_search_text' in st.session_state:
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st.session_state["cl_search_text"] = ""
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if not 'cl_search_results_count' in st.session_state:
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st.session_state["cl_search_results_count"] = downloaded_concepts_count
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# Search bar
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search_text_input = st.text_input("Search", "", placeholder=f'Search for a concept ({downloaded_concepts_count} available)')
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if search_text_input != st.session_state["cl_search_text"]:
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# Search text has changed
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st.session_state["cl_search_text"] = search_text_input
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st.session_state["cl_current_page"] = 1
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st.session_state["cl_search_results_count"] = getTotalNumberOfConcepts(st.session_state["cl_search_text"])
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st.session_state["results"] = getConceptsFromPath(1, concepts_per_page, st.session_state["cl_search_text"])
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# Show results
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results_empty = st.empty()
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# Pagination
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pagination_empty = st.empty()
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# Layouts
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with pagination_empty:
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with st.container():
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if len(st.session_state["results"]) > 0:
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last_page = math.ceil(st.session_state["cl_search_results_count"] / concepts_per_page)
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_1, _2, _3, _4, _previous_page, _current_page, _next_page, _9, _10, _11, _12 = st.columns([1,1,1,1,1,2,1,1,1,1,1])
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# Previous page
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with _previous_page:
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if st.button("Previous", key="cl_previous_page"):
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st.session_state["cl_current_page"] -= 1
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if st.session_state["cl_current_page"] <= 0:
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st.session_state["cl_current_page"] = last_page
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st.session_state["results"] = getConceptsFromPath(st.session_state["cl_current_page"], concepts_per_page, st.session_state["cl_search_text"])
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# Current page
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with _current_page:
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_current_page_container = st.empty()
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# Next page
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with _next_page:
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if st.button("Next", key="cl_next_page"):
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st.session_state["cl_current_page"] += 1
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if st.session_state["cl_current_page"] > last_page:
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st.session_state["cl_current_page"] = 1
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st.session_state["results"] = getConceptsFromPath(st.session_state["cl_current_page"], concepts_per_page, st.session_state["cl_search_text"])
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# Current page
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with _current_page_container:
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st.markdown(f'<p style="text-align: center">Page {st.session_state["cl_current_page"]} of {last_page}</p>', unsafe_allow_html=True)
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# st.write(f"Page {st.session_state['cl_current_page']} of {last_page}", key="cl_current_page")
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with results_empty:
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with st.container():
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if downloaded_concepts_count == 0:
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st.write("You don't have any concepts in your library ")
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st.markdown("To add concepts to your library, download some from the [sd-concepts-library](https://github.com/sd-webui/sd-concepts-library) \
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repository and save the content of `sd-concepts-library` into ```./models/custom/sd-concepts-library``` or just create your own concepts :wink:.", unsafe_allow_html=False)
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else:
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if len(st.session_state["results"]) == 0:
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st.write("No concept found in the library matching your search: " + st.session_state["cl_search_text"])
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else:
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# display number of results
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if st.session_state["cl_search_text"]:
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st.write(f"Found {st.session_state['cl_search_results_count']} {'concepts' if st.session_state['cl_search_results_count'] > 1 else 'concept' } matching your search")
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sdConceptsBrowser(st.session_state['results'], key="results")
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with tab_downloader:
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st.write("Not implemented yet")
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return False
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