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import os
from pathlib import Path
import streamlit as st
from skops import hub_utils
from utils import get_rendered_model_card
def _add_back_button():
def fn():
st.session_state.screen.state = "edit"
st.button("Back", help="continue editing the model card", on_click=fn)
def _add_delete_button():
def fn():
if "hf_path" in st.session_state:
del st.session_state["hf_path"]
if "model_card" in st.session_state:
del st.session_state["model_card"]
if "task_state" in st.session_state:
st.session_state.task_state.reset()
if "create_repo_name" in st.session_state:
del st.session_state["create_repo_name"]
if "hf_token" in st.session_state:
del st.session_state["hf_token"]
st.session_state.screen.state = "start"
st.button("Delete", on_click=fn, help="Start over from scratch (lose all progress)")
def _save_model_card(path: Path) -> None:
model_card = st.session_state.get("model_card")
if model_card:
# do not use model_card.save, see doc of get_rendered_model_card
rendered = get_rendered_model_card(
model_card, hf_path=str(st.session_state.hf_path)
)
with open(path / "README.md", "w") as f:
f.write(rendered)
def _display_repo_overview(path: Path) -> None:
text = "Files included in the repository:\n"
for file in os.listdir(path):
size = os.path.getsize(path / file)
text += f"- `{file} ({size:,} bytes)`\n"
st.markdown(text)
def _display_private_box():
tip = (
"Private repositories can only seen by you or members of the same "
"organization, see https://huggingface.co/docs/hub/repositories-settings"
)
st.checkbox(
"Make repository private", value=True, help=tip, key="create_repo_private"
)
def _repo_id_field():
st.text_input("Name of the repository (e.g. 'User/MyRepo')", key="create_repo_name")
def _hf_token_field():
tip = "The Hugging Face token can be found at https://hf.co/settings/token"
st.text_input("Enter your Hugging Face token ('hf_***')", key="hf_token", help=tip)
def _create_hf_repo(path, repo_name, hf_token, private):
try:
hub_utils.push(
repo_id=repo_name,
source=path,
token=hf_token,
private=private,
create_remote=True,
)
except Exception as exc:
st.error(
"Oops, something went wrong, please create an issue. "
f"The error message is:\n\n{exc}"
)
return
st.success(f"Successfully created the repo 'https://huggingface.co/{repo_name}'")
def _add_create_repo_button():
private = bool(st.session_state.get("create_repo_private"))
repo_name = st.session_state.get("create_repo_name")
hf_token = st.session_state.get("hf_token")
disabled = (not repo_name) or (not hf_token)
button_text = "Create a new repository"
tip = "Creating a repo requires a name and a token"
path = st.session_state.get("hf_path")
st.button(
button_text,
help=tip,
disabled=disabled,
on_click=_create_hf_repo,
args=(path, repo_name, hf_token, private),
)
if not repo_name:
st.info("Repository name is required")
if not hf_token:
st.info("Token is required")
def create_repo_input_form():
if not st.session_state.screen.state == "create_repo":
return
col_0, col_1, *_ = st.columns([2, 2, 2, 2])
with col_0:
_add_back_button()
with col_1:
_add_delete_button()
hf_path = st.session_state.hf_path
_save_model_card(hf_path)
_display_repo_overview(hf_path)
_display_private_box()
st.markdown("---")
_repo_id_field()
_hf_token_field()
_add_create_repo_button()
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