import time from hub import ( setup_dataset_on_hub, duplicate_space_on_hub, add_project_config_to_space_repo, ) import streamlit as st # Constants # Written here to avoid defaults.py DEFAULT_DOMAIN = "farming" st.set_page_config( "Domain Data Grower", page_icon="🧑‍🌾", initial_sidebar_state="collapsed" ) st.header("🧑‍🌾 Domain Data Grower") st.divider() st.sidebar.link_button( "🤗 Get your Hub Token", "https://huggingface.co/settings/tokens" ) ################################################################################ # APP MARKDOWN ################################################################################ st.header("🌱 Create a domain specific dataset") st.markdown( """This space will set up your domain specific dataset project. It will create the resources that you need to build a dataset. Those resources include: - A dataset repository on the Hub - Another space to define expert domain and run generation pipelines For a complete overview of the project. Check out the README """ ) st.page_link( "pages/🧑‍🌾 Domain Data Grower.py", label="Domain Data Grower", icon="🧑‍🌾", ) ################################################################################ # CONFIGURATION ################################################################################ st.subheader("🌾 Project Configuration") project_name = st.text_input("Project Name", DEFAULT_DOMAIN) hub_username = st.text_input("Hub Username", "argilla") hub_token = st.text_input("Hub Token", type="password") private_selector = st.checkbox("Private Space", value=False) if st.button("🤗 Setup Project Resources"): repo_id = f"{hub_username}/{project_name}" setup_dataset_on_hub( repo_id=repo_id, hub_token=hub_token, ) st.success( f"Dataset seed created and pushed to the Hub. Check it out [here](https://huggingface.co/datasets/{hub_username}/{project_name}). Hold on the repo_id: {repo_id}, we will need it in the next steps." ) space_name = f"{project_name}_config_space" duplicate_space_on_hub( source_repo="argilla/domain-specific-datasets-template", target_repo=space_name, hub_token=hub_token, private=private_selector, ) st.success( f"Configuration Space created. Check it out [here](https://huggingface.co/spaces/{hub_username}/{space_name})." ) argilla_name = f"{project_name}_argilla_space" duplicate_space_on_hub( source_repo="argilla/argilla-template-space", target_repo=argilla_name, hub_token=hub_token, private=private_selector, ) st.success( f"Argilla Space created. Check it out [here](https://huggingface.co/spaces/{hub_username}/{argilla_name})." ) seconds = 5 with st.spinner(f"Adding project configuration to spaces in {seconds} seconds"): time.sleep(seconds) add_project_config_to_space_repo( dataset_repo_id=repo_id, hub_token=hub_token, project_name=project_name, argilla_space_repo_id=f"{hub_username}/{argilla_name}", project_space_repo_id=f"{hub_username}/{space_name}", ) st.subheader("👢 Next Steps") st.write("Go to you project specific space!") st.link_button( "🧑‍🌾 Open Configuration Space", f"https://huggingface.co/spaces/{hub_username}/{space_name}", )