import streamlit as st from core.past_projects import open_project from core.query_params import get_project_timestamp from core.state import CurrentProject from core.state import Metadata from core.state import SelectedRecordSet from core.state import SelectedResource import mlcroissant as mlc def needed_field(text: str) -> str: return f"{text}:red[*]" def init_state(force=False): """Initializes the session state. `force=True` to force re-initializing it.""" timestamp = get_project_timestamp() if timestamp and not force: project = CurrentProject.from_timestamp(timestamp) if ( project and CurrentProject not in st.session_state and Metadata not in st.session_state ): st.session_state[CurrentProject] = project st.session_state[Metadata] = open_project(project.path) else: st.session_state[CurrentProject] = None if Metadata not in st.session_state or force: st.session_state[Metadata] = Metadata() if mlc.Dataset not in st.session_state or force: st.session_state[mlc.Dataset] = None if SelectedResource not in st.session_state or force: st.session_state[SelectedResource] = None if SelectedResource not in st.session_state or force: st.session_state[SelectedRecordSet] = None # Uncomment those lines if you work locally in order to avoid clicks at each reload. # And comment all previous lines in `init_state`. # if mlc.Dataset not in st.session_state or force: # st.session_state[mlc.Dataset] = mlc.Dataset("../datasets/titanic/metadata.json") # if Metadata not in st.session_state or force: # st.session_state[Metadata] = Metadata.from_canonical( # st.session_state[mlc.Dataset].metadata # ) # if CurrentProject not in st.session_state or force: # st.session_state[CurrentProject] = CurrentProject.create_new()