wisemodel-to-hf / app.py
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import gradio as gr
import os
from git_commd import GitCommandWrapper
from typing import List, Optional
HF_TOKEN=os.environ['HF_TOKEN'] if 'HF_TOKEN' in os.environ else ''
WiseModel_TOKEN=os.environ['WM_TOKEN'] if 'WM_TOKEN' in os.environ else ''
def get_cache_dir():
from random_word import RandomWords
r = RandomWords()
return r.get_random_word()
def check_disk():
import os
return os.system("df -h /")
def pull_from_wisemodel(token: str,
url: str,
repo_name: str,
cache_dir,
branch: Optional[str] = None):
print("pull_from_wisemodel start")
print(cache_dir)
os.makedirs(cache_dir, exist_ok=True)
# os.system("cd "+cache_dir)
gitCmd=GitCommandWrapper()
isLfs=gitCmd.is_lfs_installed()
if (not isLfs):
gitCmd.git_lfs_install()
gitCmd.clone(cache_dir,token,url,repo_name,branch)
print("pull_from_wisemodel end")
return f'Pulled {branch} to temp folder {cache_dir}: {url}'
def remove_file(cache_dir, repo_name):
import os
try:
os.remove(f'{cache_dir}/{repo_name}')
except:
return ''
return 'README.md file removed'
def push_to_hf(cache_dir, WiseModel_repo_name, hf_repo_id):
from huggingface_hub import HfApi
if not HF_TOKEN:
raise gr.Error("Please enter your HF_TOKEN")
print("push_to_hf start")
api = HfApi(token=HF_TOKEN) # Token is not persisted on the machine.
output = api.upload_folder(
folder_path=f"{cache_dir}/{WiseModel_repo_name}",
repo_id=hf_repo_id,
repo_type="model",
)
print("push_to_hf end")
return f'Pushed to {hf_repo_id}'
def handle(wisemodel_link, hf_repo_id):
cache_dir = get_cache_dir()
wiseModel_repo_url=wisemodel_link.replace(".git","").replace("git","").replace("clone","").replace(" ","")
wiseModel_repo_info=wisemodel_link.replace(".git","").replace("git","").replace("clone","").replace(" ","").split("/")
print(wiseModel_repo_info)
wisemodel_repo_name=wiseModel_repo_info[len(wiseModel_repo_info)-1]
stages = [
(check_disk, (), {}),
# # Run all the sanity checks on README.md
(pull_from_wisemodel, (WiseModel_TOKEN,wiseModel_repo_url,wisemodel_repo_name, cache_dir,"main"), {}),
(remove_file, (wisemodel_repo_name, cache_dir), {}),
(check_disk, (), {}),
(push_to_hf, (cache_dir, wisemodel_repo_name, hf_repo_id), {}),
(check_disk, (), {}),
]
results = []
errors = []
for func, args, kwargs in stages:
try:
results.append(str(func(*args, **kwargs)))
except Exception as e:
errors.append(str(e))
if errors:
break
return '\n\n'.join(results), '\n\n'.join(errors)
with gr.Blocks() as demo:
gr.Markdown('''
这个space可以把已经发布在wisemodel的模型、数据集推送到Huggingface的相应repo。
This space uploads model from WiseModel to Huggingface.
**请确认您是huggingface上相应repo的创建者,拥有repo的写入的权限,否则会报错!**
**Please make sure that you're the owner of the repo or have permission from the owner to do so!**
# 如何使用这个空间?
# How to use this Space?
- 点击右上角settings后面的“…”按钮,选择“Duplicate this Space”创建一个私有的space,同时输入wisemodel的token(公开模型不填写,私有模型必填),以及Huggingface的token,确保有相应repo写入的权限。
- Duplicate this Space and providing WiseModel token (optional) and your read/write HF token (mandatory).
- 在HF上创建目标repo,这一步是必须的!
- Create your target model repo on HF. This step needs to be done manually. The Space doesn't do create an empty repo for you.
- 在刚刚自己创建的私有space里填写相应的信息,wisemodel的git clone链接,以及Huggingface的repo名称。
- In your own private Space, fill in information below.
- 点击submit按钮,然后可以通过logs按钮查看进度。
- Click submit then watch for output in container log for progress.
- Create README.md file (since the metadata is not compatible with HF)
''')
wisemodel_link = gr.Textbox(label="Copy the git download link from the model detail page of wisemodel(从wisemodel上获取该模型的完整git clone链接) ")
hf_repo_id = gr.Textbox(label="Target HF Model Repo ID (case sensitive). \nPlease make sure that this model has already been created")
with gr.Row():
button = gr.Button("Submit", variant="primary")
clear = gr.Button("Clear")
error = gr.Textbox(label="Error")
output = gr.Textbox(label="Output")
button.click(handle, [wisemodel_link, hf_repo_id], [output, error])
if __name__ == "__main__":
demo.launch(debug = True)