Update app.py

app.py

@@ -1,14 +1,118 @@
 import appStore.vulnerability_analysis as vulnerability_analysis
-import appStore.info as info
-from appStore.multiapp import MultiApp
+#import appStore.netzero as netzero
+#import appStore.sector as sector
+#import appStore.adapmit as adapmit
+#import appStore.ghg as ghg
+#import appStore.policyaction as policyaction
+#import appStore.conditional as conditional
+#import appStore.indicator as indicator
+import appStore.doc_processing as processing
+from utils.uploadAndExample import add_upload
+#rom PIL import Image
 import streamlit as st
 
-st.set_page_config(page_title = 'Vulnerability Classifier', 
+st.set_page_config(page_title = 'Vulnerability Analysis', 
                    initial_sidebar_state='expanded', layout="wide") 
 
-app = MultiApp()
+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) 
 
-app.add_app("About","house", info.app)
-app.add_app("Vulnerability Analysis","gear", vulnerability_analysis.app)
+with st.container():
+        st.markdown("<h2 style='text-align: center; color: black;'> Vulnerability Analysis </h2>", unsafe_allow_html=True)
+        st.write(' ')
 
-app.run()
+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 = [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':
+        target_extraction.vulnerability_display()
+    # elif topic == 'Action':
+    #     policyaction.action_display()
+    # else: 
+    #     policyaction.policy_display()
+     st.write(st.session_state.key1)