hysts
commited on
Commit
•
0db648b
1
Parent(s):
e5e5805
Add files
Browse files- .pre-commit-config.yaml +46 -0
- .style.yapf +5 -0
- app.py +94 -0
- assets/template.py +36 -0
.pre-commit-config.yaml
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exclude: ^stylegan_xl
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repos:
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- repo: https://github.com/pre-commit/pre-commit-hooks
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rev: v4.2.0
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hooks:
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- id: check-executables-have-shebangs
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- id: check-json
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- id: check-merge-conflict
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- id: check-shebang-scripts-are-executable
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- id: check-toml
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- id: check-yaml
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- id: double-quote-string-fixer
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- id: end-of-file-fixer
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- id: mixed-line-ending
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args: ['--fix=lf']
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- id: requirements-txt-fixer
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- id: trailing-whitespace
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- repo: https://github.com/myint/docformatter
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rev: v1.4
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hooks:
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- id: docformatter
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args: ['--in-place']
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- repo: https://github.com/pycqa/isort
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rev: 5.10.1
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hooks:
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- id: isort
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- repo: https://github.com/pre-commit/mirrors-mypy
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rev: v0.812
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hooks:
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- id: mypy
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args: ['--ignore-missing-imports']
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- repo: https://github.com/google/yapf
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rev: v0.32.0
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hooks:
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- id: yapf
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args: ['--parallel', '--in-place']
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- repo: https://github.com/kynan/nbstripout
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rev: 0.5.0
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hooks:
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- id: nbstripout
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args: ['--extra-keys', 'metadata.interpreter metadata.kernelspec cell.metadata.pycharm']
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- repo: https://github.com/nbQA-dev/nbQA
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rev: 1.3.1
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hooks:
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- id: nbqa-isort
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- id: nbqa-yapf
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.style.yapf
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[style]
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based_on_style = pep8
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blank_line_before_nested_class_or_def = false
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spaces_before_comment = 2
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split_before_logical_operator = true
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app.py
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#!/usr/bin/env python
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from __future__ import annotations
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import shutil
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import tempfile
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import gradio as gr
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from huggingface_hub import HfApi
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title = 'Model Demo Creation'
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description = 'This is a Space that creates demo apps for models in Model Hub.'
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article = ''
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examples = [
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[
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'',
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'google/vit-base-patch16-224',
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'',
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'Demo for google/vit-base-patch16-224',
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'',
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'',
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],
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[
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'',
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'google/vit-base-patch16-224, microsoft/resnet-50',
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'',
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'Compare Image Classification Models',
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'',
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'',
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],
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[
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'',
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'EleutherAI/gpt-j-6B, EleutherAI/gpt-neo-1.3B',
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'',
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'Compare Text Generation Models',
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'',
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'',
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],
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]
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api = HfApi()
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def save_space_info(dirname: str, filename: str, content: str) -> None:
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with open(f'{dirname}/{filename}', 'w') as f:
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f.write(content)
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def run(space_name: str, model_names_str: str, hf_token: str, title: str,
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description: str, article: str) -> str:
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model_names = [name.strip() for name in model_names_str.split(',')]
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model_names_str = '\n'.join(model_names)
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try:
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space_url = api.create_repo(repo_id=space_name,
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repo_type='space',
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private=True,
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token=hf_token,
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space_sdk='gradio')
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except Exception as e:
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return str(e)
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with tempfile.TemporaryDirectory() as temp_dir:
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shutil.copy('assets/template.py', f'{temp_dir}/app.py')
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save_space_info(temp_dir, 'TITLE', title)
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save_space_info(temp_dir, 'DESCRIPTION', description)
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save_space_info(temp_dir, 'ARTICLE', article)
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save_space_info(temp_dir, 'MODEL_NAMES', model_names_str)
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api.upload_folder(repo_id=space_name,
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folder_path=temp_dir,
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path_in_repo='.',
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token=hf_token,
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repo_type='space')
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return f'Successfully created: {space_url}'
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gr.Interface(
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fn=run,
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inputs=[
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gr.Textbox(label='Space Name'),
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gr.Textbox(label='Model Names'),
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gr.Textbox(label='HF TOKEN'),
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gr.Textbox(label='Title (Optional)'),
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gr.Textbox(label='Description (Optional)'),
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gr.Textbox(label='Article (Optional)'),
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],
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outputs=gr.Textbox(label='Output'),
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title=title,
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description=description,
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article=article,
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examples=examples,
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cache_examples=False,
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).launch(enable_queue=True, share=False)
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assets/template.py
ADDED
@@ -0,0 +1,36 @@
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#!/usr/bin/env python
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from __future__ import annotations
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import gradio as gr
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def read_info(file_name: str) -> str:
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with open(file_name) as f:
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content = f.read()
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return content
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def load_model(model_name: str) -> gr.Interface:
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iface = gr.Interface.load(model_name, src='models')
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for component in iface.output_components:
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component.label = f'{component.label} ({model_name})'
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return iface
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def load_models(model_names: list[str]) -> list[gr.Interface]:
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return [load_model(name) for name in model_names]
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title = read_info('TITLE')
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description = read_info('DESCRIPTION')
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article = read_info('ARTICLE')
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model_names = read_info('MODEL_NAMES').split('\n')
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interfaces = load_models(model_names)
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gr.Parallel(
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*interfaces,
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title=title,
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description=description,
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article=article,
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).launch()
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