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| from datetime import datetime | |
| import datacards | |
| from datacards import ( | |
| considerations_page, | |
| considerations_summary, | |
| context_page, | |
| context_summary, | |
| curation_page, | |
| curation_summary, | |
| gem_page, | |
| gem_summary, | |
| overview_page, | |
| overview_summary, | |
| results_page, | |
| results_summary, | |
| ) | |
| import streamlit as st | |
| ################## | |
| ## streamlit | |
| ################## | |
| st.set_page_config( | |
| page_title="GEM Data Card Input Form", | |
| page_icon="https://avatars.githubusercontent.com/u/72612128", | |
| layout="wide", | |
| initial_sidebar_state="auto", | |
| ) | |
| page_description = """ | |
| # GEM Data Card Input Form | |
| This application was designed to support the GEM v2 data hackathon. | |
| It allows users to fill out all of the information going into the data documentation when submitting a new dataset. | |
| Use the left sidebar to navigate: | |
| - "**Dataset at a Glance**" shows selected information and tracks progress | |
| - Each of the "**Section:**" pages opens a form for a specific section of the card | |
| - Go to "**Review and Save**" when you are done to save your data card | |
| """ | |
| _N_FIELDS = datacards.considerations.N_FIELDS + \ | |
| datacards.context.N_FIELDS + \ | |
| datacards.curation.N_FIELDS + \ | |
| datacards.gem.N_FIELDS + \ | |
| datacards.overview.N_FIELDS + \ | |
| datacards.results.N_FIELDS | |
| def main(): | |
| if "save_state" not in st.session_state: | |
| st.session_state.save_state = {} | |
| if "card_dict" not in st.session_state: | |
| st.session_state.card_dict = {} | |
| st.sidebar.markdown(page_description, unsafe_allow_html=True) | |
| pages = { | |
| "Dataset at a Glance": glance_page, | |
| "Section: Dataset Overview": overview_page, | |
| "Section: Dataset in GEM": gem_page, | |
| "Section: Dataset Curation": curation_page, | |
| "Section: Previous Results": results_page, | |
| "Section: Considerations for Using Data": considerations_page, | |
| "Section: Broader Social Context": context_page, | |
| "Review and Save": review_page, | |
| } | |
| app_mode = st.sidebar.radio( | |
| label="Navigation menu:", | |
| options=list(pages.keys()), | |
| index=0, | |
| ) | |
| st.markdown("#### GEM Data Card Input Form") | |
| pages[app_mode]() | |
| def glance_page(): | |
| with st.expander("Dataset at a Glance", expanded=True): | |
| st.markdown(f"### Dataset Name: {st.session_state.save_state.get('dataset_name', '')}") | |
| dataset_summary = "" | |
| dataset_summary += f"- **Dataset Website**: {st.session_state.save_state.get('overview_where_website', '')}\n" | |
| dataset_summary += f"- **Dataset Contact**: {st.session_state.save_state.get('overview_where_contact-name', '')}\n" | |
| dataset_summary += f"- **Dataset License**: {st.session_state.save_state.get('overview_languages_license', '')}\n" | |
| dataset_summary += f"- **Multilingual Dataset**: {st.session_state.save_state.get('overview_languages_is-multilingual', '')}\n" | |
| dataset_summary += f"- **Dataset Languages**: {', '.join(st.session_state.save_state.get('overview_languages_language-names', []))}\n" | |
| dataset_summary += f"- **Dataset Supported Task**: {st.session_state.save_state.get('overview_languages_task', '')}\n" | |
| dataset_summary += f"- **Communicative Goal**: {st.session_state.save_state.get('dataset_communicative', '')}\n" | |
| dataset_summary += f"- **Language Data Origin**: {st.session_state.save_state.get('curation_language_origin', '')}\n" | |
| dataset_summary += f"- **Annotation Data Origin**: {st.session_state.save_state.get('curation_annotation_origin', '')}\n" | |
| dataset_summary += f"- **Likelihood of PII**: {st.session_state.save_state.get('pii_likelihood', '')}\n" | |
| st.markdown(dataset_summary + "---\n") | |
| num_fields = sum([len(dct) for k in st.session_state.get("card_dict", {}) for dct in st.session_state.card_dict.get(k, {}).values()]) | |
| st.markdown(f"You have currently filled out **{num_fields} of {_N_FIELDS} required fields** in the data card.") | |
| left_col, right_col = st.columns(2) | |
| with left_col: | |
| overview_summary() | |
| gem_summary() | |
| curation_summary() | |
| with right_col: | |
| results_summary() | |
| considerations_summary() | |
| context_summary() | |
| def review_page(): | |
| st.write(st.session_state.get("card_dict", {})) | |
| # TODO add buttons to save and download | |
| if __name__ == "__main__": | |
| main() | |