initial commit
This commit is contained in:
253
modules_forge/forge_space.py
Executable file
253
modules_forge/forge_space.py
Executable file
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import os
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import sys
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import uuid
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import time
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import socket
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import gradio as gr
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import importlib.util
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from gradio.context import Context
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from threading import Thread
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from huggingface_hub import snapshot_download
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from backend import memory_management
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spaces = []
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def build_html(title, installed=False, url=None):
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if not installed:
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return f'<div>{title}</div><div style="color: grey;">Not Installed</div>'
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if isinstance(url, str):
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return f'<div>{title}</div><div style="color: green;">Currently Running: <a href="{url}" style="color: blue;" target="_blank">{url}</a></div>'
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else:
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return f'<div>{title}</div><div style="color: grey;">Installed, Ready to Launch</div>'
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def find_free_port(server_name, start_port=None):
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port = start_port
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if port is None:
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port = 7860
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if server_name is None:
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server_name = '127.0.0.1'
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while True:
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with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
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try:
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s.bind((server_name, port))
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return port
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except OSError:
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port += 1
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def long_path_prefix(path):
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if os.name == 'nt' and not path.startswith("\\\\?\\") and not os.path.exists(path):
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return f"\\\\?\\{path}"
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return path
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def remove_dir(dir_path):
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dir_path = long_path_prefix(dir_path)
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for root, dirs, files in os.walk(dir_path, topdown=False):
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for name in files:
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file_path = os.path.join(root, name)
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file_path = long_path_prefix(file_path)
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try:
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os.remove(file_path)
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except Exception as e:
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print(f"Error removing file {file_path}: {e}")
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for name in dirs:
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dir_to_remove = os.path.join(root, name)
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dir_to_remove = long_path_prefix(dir_to_remove)
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try:
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os.rmdir(dir_to_remove)
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except Exception as e:
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print(f"Error removing directory {dir_to_remove}: {e}")
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try:
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os.rmdir(dir_path)
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print(f"Deleted: {dir_path}")
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except Exception as e:
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print(f"Error removing directory {dir_path}: {e}. You may try to manually delete the folder.")
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return
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class ForgeSpace:
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def __init__(self, root_path, title, repo_id=None, repo_type='space', revision=None, allow_patterns=None, ignore_patterns=None, **kwargs):
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self.title = title
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self.root_path = root_path
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self.hf_path = os.path.join(root_path, 'huggingface_space_mirror')
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self.repo_id = repo_id
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self.repo_type = repo_type
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self.revision = revision
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self.is_running = False
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self.gradio_metas = None
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self.allow_patterns = allow_patterns
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self.ignore_patterns = ignore_patterns
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self.label = gr.HTML(build_html(title=title, url=None), elem_classes=['forge_space_label'])
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self.btn_launch = gr.Button('Launch', elem_classes=['forge_space_btn'])
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self.btn_terminate = gr.Button('Terminate', elem_classes=['forge_space_btn'])
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self.btn_install = gr.Button('Install', elem_classes=['forge_space_btn'])
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self.btn_uninstall = gr.Button('Uninstall', elem_classes=['forge_space_btn'])
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comps = [
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self.label,
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self.btn_install,
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self.btn_uninstall,
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self.btn_launch,
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self.btn_terminate
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]
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self.btn_launch.click(self.run, outputs=comps)
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self.btn_terminate.click(self.terminate, outputs=comps)
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self.btn_install.click(self.install, outputs=comps)
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self.btn_uninstall.click(self.uninstall, outputs=comps)
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Context.root_block.load(self.refresh_gradio, outputs=comps, queue=False, show_progress=False)
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return
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def refresh_gradio(self):
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results = []
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installed = os.path.exists(self.hf_path)
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requirements_filename = os.path.abspath(os.path.realpath(os.path.join(self.root_path, 'requirements.txt')))
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has_requirement = os.path.exists(requirements_filename)
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if isinstance(self.gradio_metas, tuple):
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results.append(build_html(title=self.title, installed=installed, url=self.gradio_metas[1]))
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else:
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results.append(build_html(title=self.title, installed=installed, url=None))
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results.append(gr.update(interactive=not self.is_running and not (installed and not has_requirement), value=("Reinstall" if (installed and has_requirement) else "Install")))
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results.append(gr.update(interactive=not self.is_running and installed))
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results.append(gr.update(interactive=installed and not self.is_running))
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results.append(gr.update(interactive=installed and self.is_running))
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return results
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def install(self):
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os.makedirs(self.hf_path, exist_ok=True)
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if self.repo_id is not None:
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downloaded = snapshot_download(
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repo_id=self.repo_id,
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repo_type=self.repo_type,
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revision=self.revision,
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local_dir=self.hf_path,
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force_download=False,
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allow_patterns=self.allow_patterns,
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ignore_patterns=self.ignore_patterns
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)
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print(f'Downloaded: {downloaded}')
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requirements_filename = os.path.abspath(os.path.realpath(os.path.join(self.root_path, 'requirements.txt')))
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if os.path.exists(requirements_filename):
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from modules.launch_utils import run_pip
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run_pip(f'install -r "{requirements_filename}"', desc=f"space requirements for [{self.title}]")
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print(f'Install finished: {self.title}')
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return self.refresh_gradio()
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def uninstall(self):
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remove_dir(self.hf_path)
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print('Uninstall finished. You can also manually delete some diffusers models in "/models/diffusers" to release more spaces, but those diffusers models may be reused by other spaces or extensions. ')
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return self.refresh_gradio()
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def terminate(self):
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self.is_running = False
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while self.gradio_metas is not None:
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time.sleep(0.1)
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return self.refresh_gradio()
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def run(self):
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self.is_running = True
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Thread(target=self.gradio_worker).start()
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while self.gradio_metas is None:
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time.sleep(0.1)
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return self.refresh_gradio()
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def gradio_worker(self):
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import spaces
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spaces.unload_module()
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original_cwd = os.getcwd()
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os.chdir(self.hf_path)
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unsafe_module_prefixes = ['models', 'annotator']
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modules_backup = {}
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for module_name in list(sys.modules.keys()):
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if any(module_name.startswith(prefix + '.') or module_name == prefix for prefix in unsafe_module_prefixes):
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modules_backup[module_name] = sys.modules[module_name]
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del sys.modules[module_name]
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memory_management.unload_all_models()
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sys.path.insert(0, self.hf_path)
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sys.path.insert(0, self.root_path)
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file_path = os.path.join(self.root_path, 'forge_app.py')
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module_name = 'forge_space_' + str(uuid.uuid4()).replace('-', '_')
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spec = importlib.util.spec_from_file_location(module_name, file_path)
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module = importlib.util.module_from_spec(spec)
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spec.loader.exec_module(module)
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demo = getattr(module, 'demo')
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from modules import initialize_util
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from modules.shared import cmd_opts
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server_name = initialize_util.gradio_server_name()
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port = find_free_port(server_name=server_name, start_port=cmd_opts.port)
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self.gradio_metas = demo.launch(
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inbrowser=True,
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prevent_thread_lock=True,
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server_name=server_name,
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server_port=port
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)
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sys.modules.update(modules_backup)
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if 'models' in sys.modules:
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del sys.modules['models']
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sys.path.remove(self.hf_path)
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sys.path.remove(self.root_path)
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os.chdir(original_cwd)
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while self.is_running:
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time.sleep(0.1)
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demo.close()
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self.gradio_metas = None
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return
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def main_entry():
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global spaces
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from modules.extensions import extensions
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tagged_extensions = {}
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for ex in extensions:
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if ex.enabled and ex.is_forge_space:
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tag = ex.space_meta['tag']
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if tag not in tagged_extensions:
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tagged_extensions[tag] = []
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tagged_extensions[tag].append(ex)
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for tag, exs in tagged_extensions.items():
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with gr.Accordion(tag, open=True):
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for ex in exs:
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with gr.Row(equal_height=True):
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space = ForgeSpace(root_path=ex.path, **ex.space_meta)
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spaces.append(space)
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return
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