import appStore.vulnerability_analysis as vulnerability_analysis import appStore.doc_processing as processing from utils.uploadAndExample import add_upload import streamlit as st st.set_page_config(page_title = 'Vulnerability Analysis', initial_sidebar_state='expanded', layout="wide") with st.sidebar: # upload and example doc choice = st.sidebar.radio(label = 'Select the Document', help = 'You can upload the document \ or else you can try a example document', options = ('Upload Document', 'Try Example'), horizontal = True) add_upload(choice) with st.container(): st.markdown("

Vulnerability Analysis

", unsafe_allow_html=True) st.write(' ') with st.expander("ℹ️ - About this app", expanded=False): st.write( """ The Vulnerability Analysis App is an open-source\ digital tool which aims to assist policy analysts and \ other users in extracting and filtering relevant \ information related to different vulnerable groups from public documents. """) # st.write('**Definitions**') # st.caption(""" # - **Target**: Targets are an intention to achieve a specific result, \ # for example, to reduce GHG emissions to a specific level \ # (a GHG target) or increase energy efficiency or renewable \ # energy to a specific level (a non-GHG target), typically by \ # a certain date. # - **Economy-wide Target**: Certain Target are applicable \ # not at specific Sector level but are applicable at economic \ # wide scale. # - **Netzero**: Identifies if its Netzero Target or not. # - 'NET-ZERO': target_labels = ['T_Netzero','T_Netzero_C'] # - 'Non Netzero Target': target_labels_neg = ['T_Economy_C', # 'T_Economy_Unc','T_Adaptation_C','T_Adaptation_Unc','T_Transport_C', # 'T_Transport_O_C','T_Transport_O_Unc','T_Transport_Unc'] # - 'Others': Other Targets beside covered above # - **GHG Target**: GHG targets refer to contributions framed as targeted \ # outcomes in GHG terms. # - 'GHG': target_labels_ghg_yes = ['T_Transport_Unc','T_Transport_C'] # - 'NON GHG TRANSPORT TARGET': target_labels_ghg_no = ['T_Adaptation_Unc',\ # 'T_Adaptation_C', 'T_Transport_O_Unc', 'T_Transport_O_C'] # - 'OTHERS': Other Targets beside covered above. # - **Conditionality**: An “unconditional contribution” is what countries \ # could implement without any conditions and based on their own \ # resources and capabilities. A “conditional contribution” is one \ # that countries would undertake if international means of support \ # are provided, or other conditions are met. # - **Action**: Actions are an intention to implement specific means of \ # achieving GHG reductions, usually in forms of concrete projects. # - **Policies and Plans**: Policies are domestic planning documents \ # such as policies, regulations or guidlines, and Plans are broader \ # than specific policies or actions, such as a general intention \ # to ‘improve efficiency’, ‘develop renewable energy’, etc. \ # The terms come from the World Bank's NDC platform and WRI's publication. # """) #c1, c2, c3 = st.columns([12,1,10]) #with c1: # image = Image.open('docStore/img/flow.jpg') # st.image(image) #with c3: st.write(""" What Happens in background? - Step 1: Once the document is provided to app, it undergoes *Pre-processing*.\ In this step the document is broken into smaller paragraphs \ (based on word/sentence count). - Step 2: The paragraphs are then fed to the **Vulnerability Classifier** which detects if the paragraph contains any *Target* related information or not. - Step 3: The paragraphs which are detected containing some reference \ to a vulnerable group are then fed to multiple classifier to enrich the Information Extraction. """) st.write("") apps = [processing.app, vulnerability_analysis.app] multiplier_val =1/len(apps) if st.button("Analyze Document"): prg = st.progress(0.0) for i,func in enumerate(apps): func() prg.progress((i+1)*multiplier_val) if 'key1' in st.session_state: with st.sidebar: topic = st.radio( "Which category you want to explore?", ('Vulnerability')) if topic == 'Vulnerability': vulnerability_analysis.vulnerability_display() # elif topic == 'Action': # policyaction.action_display() # else: # policyaction.policy_display() # st.write(st.session_state.key1)