Commit
·
00dd2d0
1
Parent(s):
ab9b086
Add code for migrating GitHub repository to
Browse files
app.py
ADDED
|
@@ -0,0 +1,162 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import contextlib
|
| 2 |
+
import re
|
| 3 |
+
import tempfile
|
| 4 |
+
from functools import lru_cache
|
| 5 |
+
|
| 6 |
+
import gradio as gr
|
| 7 |
+
from git import Repo
|
| 8 |
+
from httpx import Client
|
| 9 |
+
from huggingface_hub import create_repo, upload_folder
|
| 10 |
+
from toolz import groupby
|
| 11 |
+
|
| 12 |
+
client = Client()
|
| 13 |
+
|
| 14 |
+
|
| 15 |
+
def clone_into_temp_dir(github_repo_url):
|
| 16 |
+
temp_dir = tempfile.TemporaryDirectory()
|
| 17 |
+
return Repo.clone_from(github_repo_url, temp_dir), temp_dir
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
repo = clone_into_temp_dir("https://github.com/chen-zichen/XplainLLM_dataset/")
|
| 21 |
+
|
| 22 |
+
clone_into_temp_dir("https://github.com/chen-zichen/XplainLLM_dataset/")
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
def upload_directory_to_hf(
|
| 26 |
+
repo_id: str,
|
| 27 |
+
directory: str,
|
| 28 |
+
token: str,
|
| 29 |
+
private: bool = False,
|
| 30 |
+
):
|
| 31 |
+
url = create_repo(
|
| 32 |
+
repo_id,
|
| 33 |
+
token=token,
|
| 34 |
+
exist_ok=True,
|
| 35 |
+
repo_type="dataset",
|
| 36 |
+
private=private,
|
| 37 |
+
)
|
| 38 |
+
|
| 39 |
+
commit_url = upload_folder(
|
| 40 |
+
folder_path=directory,
|
| 41 |
+
path_in_repo="data",
|
| 42 |
+
repo_id=repo_id,
|
| 43 |
+
repo_type="dataset",
|
| 44 |
+
token=token,
|
| 45 |
+
commit_message="Migrated from GitHub",
|
| 46 |
+
ignore_patterns=[
|
| 47 |
+
"*.git*",
|
| 48 |
+
"*README.md*",
|
| 49 |
+
"*.DS_Store",
|
| 50 |
+
"*.env",
|
| 51 |
+
], # ignore git files, README, and .env files
|
| 52 |
+
)
|
| 53 |
+
|
| 54 |
+
|
| 55 |
+
def push_to_hf(
|
| 56 |
+
source_github_repository, destination_hf_hub_repository, hf_token, subdirectory=None
|
| 57 |
+
):
|
| 58 |
+
gr.Info("Cloning source GitHub repository...")
|
| 59 |
+
repo, temporary_directory = clone_into_temp_dir(source_github_repository)
|
| 60 |
+
gr.Info("Cloning source GitHub repository...Done")
|
| 61 |
+
gr.Info("Syncing with Hugging Face Hub...")
|
| 62 |
+
if subdirectory:
|
| 63 |
+
src_directory = f"{repo.working_dir}/{subdirectory[0]}"
|
| 64 |
+
else:
|
| 65 |
+
src_directory = repo.working_dir
|
| 66 |
+
upload_directory_to_hf(
|
| 67 |
+
repo_id=destination_hf_hub_repository,
|
| 68 |
+
directory=src_directory,
|
| 69 |
+
token=hf_token,
|
| 70 |
+
private=False,
|
| 71 |
+
)
|
| 72 |
+
gr.Info("Syncing with Hugging Face Hub...Done")
|
| 73 |
+
temporary_directory.cleanup()
|
| 74 |
+
return f"Pushed the dataset to [{destination_hf_hub_repository}](https://huggingface.co/datasets{destination_hf_hub_repository})"
|
| 75 |
+
|
| 76 |
+
|
| 77 |
+
def extract_user_name_and_repo_from_url(github_url: str):
|
| 78 |
+
pattern = r"https://github.com/([^/]+)/([^/]+)"
|
| 79 |
+
if match := re.search(pattern, github_url):
|
| 80 |
+
return match[1], match[2]
|
| 81 |
+
print("No match found in the GitHub URL.")
|
| 82 |
+
return None
|
| 83 |
+
|
| 84 |
+
|
| 85 |
+
def get_files_and_directories(response):
|
| 86 |
+
data = response.json()
|
| 87 |
+
grouped_by_type = groupby(lambda item: item["type"], data["tree"])
|
| 88 |
+
files = grouped_by_type.get("blob", [])
|
| 89 |
+
directories = grouped_by_type.get("tree", [])
|
| 90 |
+
if files:
|
| 91 |
+
files = [file["path"] for file in files]
|
| 92 |
+
if directories:
|
| 93 |
+
directories = [directory["path"] for directory in directories]
|
| 94 |
+
return {"files": files, "directories": directories}
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
@lru_cache(maxsize=128)
|
| 98 |
+
def list_git_repo_files_and_directories(repo_url: str, branch: str = "main"):
|
| 99 |
+
user_name_and_repo = extract_user_name_and_repo_from_url(repo_url)
|
| 100 |
+
if user_name_and_repo is None:
|
| 101 |
+
return None
|
| 102 |
+
user_name, repo_name = user_name_and_repo
|
| 103 |
+
url = f"https://api.github.com/repos/{user_name}/{repo_name}/git/trees/{branch}"
|
| 104 |
+
response = client.get(url)
|
| 105 |
+
if response.status_code == 200:
|
| 106 |
+
return get_files_and_directories(response)
|
| 107 |
+
|
| 108 |
+
|
| 109 |
+
def show_directories(url: str):
|
| 110 |
+
with contextlib.suppress(Exception):
|
| 111 |
+
files_and_directories = list_git_repo_files_and_directories(url)
|
| 112 |
+
directories = files_and_directories.get("directories", [])
|
| 113 |
+
print(directories)
|
| 114 |
+
return gr.Dropdown(
|
| 115 |
+
label="Directories",
|
| 116 |
+
choices=directories,
|
| 117 |
+
max_choices=1,
|
| 118 |
+
visible=True,
|
| 119 |
+
interactive=True,
|
| 120 |
+
multiselect=True,
|
| 121 |
+
)
|
| 122 |
+
|
| 123 |
+
|
| 124 |
+
with gr.Blocks() as demo:
|
| 125 |
+
gr.Markdown("# Migrate a GitHub Repository to Hugging Face Hub")
|
| 126 |
+
gr.Markdown("URL for the GitHub repository where the dataset is currently hosted")
|
| 127 |
+
source_github_repository = gr.Textbox(lines=1, label="Source GitHub Repository URL")
|
| 128 |
+
gr.Markdown("OPTIONAL: If you want to upload a specific folder in the GitHub repo")
|
| 129 |
+
folder_in_github_repo = gr.Dropdown(
|
| 130 |
+
None,
|
| 131 |
+
label="Folder in GitHub Repository to upload",
|
| 132 |
+
allow_custom_value=True,
|
| 133 |
+
visible=True,
|
| 134 |
+
)
|
| 135 |
+
source_github_repository.change(
|
| 136 |
+
show_directories, [source_github_repository], [folder_in_github_repo]
|
| 137 |
+
)
|
| 138 |
+
gr.Markdown("Destination repo for your dataset")
|
| 139 |
+
destination_hf_hub_repository = gr.Textbox(
|
| 140 |
+
label="Destination Hugging Face Repository",
|
| 141 |
+
placeholder="username/repository_name",
|
| 142 |
+
)
|
| 143 |
+
gr.Markdown(
|
| 144 |
+
"""You need to provide a token with write access to the namespace you want to upload to.
|
| 145 |
+
You can generate or access your token from [here](https://huggingface.co/settings/token)."""
|
| 146 |
+
)
|
| 147 |
+
hf_token = gr.Textbox(label="Hugging Face Token", type="password")
|
| 148 |
+
summit_btn = gr.Button()
|
| 149 |
+
result = gr.Markdown(label="Summary", visible=True)
|
| 150 |
+
summit_btn.click(
|
| 151 |
+
push_to_hf,
|
| 152 |
+
[
|
| 153 |
+
source_github_repository,
|
| 154 |
+
destination_hf_hub_repository,
|
| 155 |
+
hf_token,
|
| 156 |
+
folder_in_github_repo,
|
| 157 |
+
],
|
| 158 |
+
[result],
|
| 159 |
+
)
|
| 160 |
+
|
| 161 |
+
|
| 162 |
+
demo.launch()
|