mirror of
https://github.com/invoke-ai/InvokeAI
synced 2024-08-30 20:32:17 +00:00
e561d19206
- fix unused variables and f-strings found by pyflakes
- use global_converted_ckpts_dir() to find location of diffusers
- fixed bug in model_manager that was causing the description of converted
models to read "Optimized version of {model_name}'
104 lines
3.6 KiB
Python
104 lines
3.6 KiB
Python
'''
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ldm.invoke.globals defines a small number of global variables that would
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otherwise have to be passed through long and complex call chains.
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It defines a Namespace object named "Globals" that contains
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the attributes:
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- root - the root directory under which "models" and "outputs" can be found
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- initfile - path to the initialization file
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- try_patchmatch - option to globally disable loading of 'patchmatch' module
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- always_use_cpu - force use of CPU even if GPU is available
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'''
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import os
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import os.path as osp
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from pathlib import Path
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from argparse import Namespace
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from typing import Union
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Globals = Namespace()
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# This is usually overwritten by the command line and/or environment variables
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if os.environ.get('INVOKEAI_ROOT'):
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Globals.root = osp.abspath(os.environ.get('INVOKEAI_ROOT'))
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elif os.environ.get('VIRTUAL_ENV'):
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Globals.root = osp.abspath(osp.join(os.environ.get('VIRTUAL_ENV'), '..'))
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else:
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Globals.root = osp.abspath(osp.expanduser('~/invokeai'))
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# Where to look for the initialization file
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Globals.initfile = 'invokeai.init'
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Globals.models_file = 'models.yaml'
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Globals.models_dir = 'models'
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Globals.config_dir = 'configs'
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Globals.autoscan_dir = 'weights'
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Globals.converted_ckpts_dir = 'converted_ckpts'
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# Try loading patchmatch
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Globals.try_patchmatch = True
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# Use CPU even if GPU is available (main use case is for debugging MPS issues)
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Globals.always_use_cpu = False
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# Whether the internet is reachable for dynamic downloads
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# The CLI will test connectivity at startup time.
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Globals.internet_available = True
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# Whether to disable xformers
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Globals.disable_xformers = False
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# whether we are forcing full precision
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Globals.full_precision = False
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# whether we should convert ckpt files into diffusers models on the fly
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Globals.ckpt_convert = False
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def global_config_file()->Path:
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return Path(Globals.root, Globals.config_dir, Globals.models_file)
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def global_config_dir()->Path:
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return Path(Globals.root, Globals.config_dir)
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def global_models_dir()->Path:
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return Path(Globals.root, Globals.models_dir)
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def global_autoscan_dir()->Path:
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return Path(Globals.root, Globals.autoscan_dir)
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def global_converted_ckpts_dir()->Path:
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return Path(global_models_dir(), Globals.converted_ckpts_dir)
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def global_set_root(root_dir:Union[str,Path]):
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Globals.root = root_dir
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def global_cache_dir(subdir:Union[str,Path]='')->Path:
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'''
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Returns Path to the model cache directory. If a subdirectory
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is provided, it will be appended to the end of the path, allowing
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for huggingface-style conventions:
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global_cache_dir('diffusers')
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global_cache_dir('hub')
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Current HuggingFace documentation (mid-Jan 2023) indicates that
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transformers models will be cached into a "transformers" subdirectory,
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but in practice they seem to go into "hub". But if needed:
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global_cache_dir('transformers')
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One other caveat is that HuggingFace is moving some diffusers models
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into the "hub" subdirectory as well, so this will need to be revisited
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from time to time.
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'''
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home: str = os.getenv('HF_HOME')
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if home is None:
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home = os.getenv('XDG_CACHE_HOME')
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if home is not None:
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# Set `home` to $XDG_CACHE_HOME/huggingface, which is the default location mentioned in HuggingFace Hub Client Library.
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# See: https://huggingface.co/docs/huggingface_hub/main/en/package_reference/environment_variables#xdgcachehome
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home += os.sep + 'huggingface'
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if home is not None:
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return Path(home,subdir)
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else:
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return Path(Globals.root,'models',subdir)
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