added error percentage

src/calculator.py

@@ -2,7 +2,7 @@ import streamlit as st
 
 from ecologits.tracers.utils import llm_impacts
 from src.impacts import get_impacts, display_impacts, display_equivalent
-from src.utils import format_impacts
+from src.utils import format_impacts, range_percent_impact_one_sided
 from src.content import WARNING_CLOSED_SOURCE, WARNING_MULTI_MODAL, WARNING_BOTH
 from src.models import load_models
 
@@ -45,28 +45,31 @@ def calculator_mode():
         if df_filtered['warning_arch'].values[0] and df_filtered['warning_multi_modal'].values[0]:
             st.warning(WARNING_BOTH)
             
-    try:
+    #try:
 
-        impacts = llm_impacts(
-                        provider=provider_raw,
-                        model_name=model_raw,
-                        output_token_count=[x[1] for x in PROMPTS if x[0] == output_tokens][0],
-                        request_latency=100000
-                    )
+    impacts = llm_impacts(
+                    provider=provider_raw,
+                    model_name=model_raw,
+                    output_token_count=[x[1] for x in PROMPTS if x[0] == output_tokens][0],
+                    request_latency=100000
+                )
+
+
+    range_percent_impact_one_sided_calculated = range_percent_impact_one_sided(impacts)
+    impacts, _, _ = format_impacts(impacts)
 
-        impacts, _, _ = format_impacts(impacts)
-        
-        with st.container(border=True):
 
-            st.markdown('<h3 align = "center">Environmental impacts</h3>', unsafe_allow_html=True)
-            st.markdown('<p align = "center">To understand how the environmental impacts are computed go to the 📖 Methodology tab.</p>', unsafe_allow_html=True)
-            display_impacts(impacts, provider, location="🌎 World")
+    with st.container(border=True):
+
+        st.markdown('<h3 align = "center">Environmental impacts</h3>', unsafe_allow_html=True)
+        st.markdown('<p align = "center">To understand how the environmental impacts are computed go to the 📖 Methodology tab.</p>', unsafe_allow_html=True)
+        display_impacts(impacts, provider, range_percent_impact_one_sided_calculated, location="🌎 World" )
+    
+    with st.container(border=True):
         
-        with st.container(border=True):
+        st.markdown('<h3 align = "center">That\'s equivalent to ...</h3>', unsafe_allow_html=True)
+        st.markdown('<p align = "center">Making this request to the LLM is equivalent to the following actions :</p>', unsafe_allow_html=True)
+        display_equivalent(impacts, provider, location="🌎 World")
             
-            st.markdown('<h3 align = "center">That\'s equivalent to ...</h3>', unsafe_allow_html=True)
-            st.markdown('<p align = "center">Making this request to the LLM is equivalent to the following actions :</p>', unsafe_allow_html=True)
-            display_equivalent(impacts, provider, location="🌎 World")
-                
-    except Exception as e:
-        st.error('Could not find the model in the repository. Please try another model.')
+    # except Exception as e:
+    #     st.error('Could not find the model in the repository. Please try another model.')

src/company.py

@@ -2,7 +2,7 @@ import streamlit as st
 
 from ecologits.tracers.utils import llm_impacts
 from src.impacts import get_impacts, display_impacts_company, display_equivalent_company
-from src.utils import format_impacts
+from src.utils import format_impacts, range_percent_impact_one_sided
 from src.content import WARNING_CLOSED_SOURCE, WARNING_MULTI_MODAL, WARNING_BOTH
 from src.models import load_models
 
@@ -98,6 +98,7 @@ def company_mode():
                         request_latency=100000
                     )
 
+        range_percent_impact_one_sided_calculated = range_percent_impact_one_sided(impacts)
         impacts, _, _ = format_impacts(impacts)
 
 
@@ -106,7 +107,7 @@ def company_mode():
 
             st.markdown('<h3 align = "center">Environmental impacts</h3>', unsafe_allow_html=True)
             st.markdown('<p align = "center">To understand how the environmental impacts are computed go to the 📖 Methodology tab.</p>', unsafe_allow_html=True)
-            display_impacts_company(impacts, provider, company_multiplier, location="🌎 World")
+            display_impacts_company(impacts, provider, company_multiplier, range_percent_impact_one_sided_calculated, location="🌎 World")
         
         with st.container(border=True):
             #TODO : corriger ça 

src/expert.py

@@ -1,7 +1,7 @@
 import streamlit as st
 from ecologits.impacts.llm import compute_llm_impacts
 
-from src.utils import format_impacts, average_range_impacts
+from src.utils import format_impacts, average_range_impacts, range_percent_impact_one_sided
 from src.impacts import display_impacts
 from src.electricity_mix import COUNTRY_CODES, find_electricity_mix, dataframe_electricity_mix
 from src.models import load_models
@@ -127,13 +127,15 @@ def expert_mode():
                 provider = provider_selected
             )
     
+
+    range_percent_impact_one_sided_calculated = range_percent_impact_one_sided(impacts)
     impacts, usage, embodied = format_impacts(impacts)
     
     with st.container(border = True):
 
         st.markdown('<h3 align="center">Environmental Impacts</h2>', unsafe_allow_html = True)
 
-        display_impacts(impacts, provider_exp, location)
+        display_impacts(impacts, provider_exp, range_percent_impact_one_sided_calculated, location)
 
     with st.expander('⚖️ Usage vs Embodied'):
 

src/impacts.py

@@ -35,7 +35,7 @@ def get_impacts(model, active_params, total_params, mix_ghg, mix_adpe, mix_pe):
 ############################################################################################################
 
 
-def display_impacts(impacts, provider, location):
+def display_impacts(impacts, provider, range_percent_impact_one_sided_calculated, location):
 
     st.divider()
 
@@ -54,6 +54,13 @@ def display_impacts(impacts, provider, location):
         <div style="text-align: center;"><i>Evaluates the electricity consumption<i>
         </div>
         """, unsafe_allow_html = True)
+        st.markdown(f"""
+        <div style="text-align: center;">
+        <div style="font-size: 10px;">Error range</div>
+        <div style="font-size: 10px;">±{range_percent_impact_one_sided_calculated["energy"]} %</div>
+        </div>
+        """, unsafe_allow_html = True)
+        
 
     with col_ghg:
         st.markdown("""
@@ -67,6 +74,12 @@ def display_impacts(impacts, provider, location):
         <div style="text-align: center;"><i>Evaluates the effect on climate change<i>
         </div>
         """, unsafe_allow_html = True)
+        st.markdown(f"""
+        <div style="text-align: center;">
+        <div style="font-size: 10px;">Error range</div>
+        <div style="font-size: 10px;">±{range_percent_impact_one_sided_calculated["gwp"]} %</div>
+        </div>
+        """, unsafe_allow_html = True)
 
     with col_adpe:
         st.markdown("""
@@ -96,6 +109,12 @@ def display_impacts(impacts, provider, location):
         <div style="text-align: center;"><i>Evaluates the use of metals and minerals<i>
         </div>
         """, unsafe_allow_html = True)
+        st.markdown(f"""
+        <div style="text-align: center;">
+        <div style="font-size: 10px;">Error range</div>
+        <div style="font-size: 10px;">±{range_percent_impact_one_sided_calculated["adpe"]} %</div>
+        </div>
+        """, unsafe_allow_html = True)
 
     with col_pe:
         st.markdown("""
@@ -110,6 +129,12 @@ def display_impacts(impacts, provider, location):
         <div style="text-align: center;"><i>Evaluates the use of energy resources<i>
         </div>
         """, unsafe_allow_html = True)
+        st.markdown(f"""
+        <div style="text-align: center;">
+        <div style="font-size: 10px;">Error range</div>
+        <div style="font-size: 10px;">±{range_percent_impact_one_sided_calculated["pe"]} %</div>
+        </div>
+        """, unsafe_allow_html = True)
 
     with col_water: 
         st.markdown("""
@@ -123,10 +148,16 @@ def display_impacts(impacts, provider, location):
         <div style="text-align: center;"><i>Evaluates the use of water<i>
         </div>
         """, unsafe_allow_html = True)
+        st.markdown(f"""
+        <div style="text-align: center;">
+        <div style="font-size: 10px;">Error range</div>
+        <div style="font-size: 10px;">±{range_percent_impact_one_sided_calculated["water"]} %</div>
+        </div>
+        """, unsafe_allow_html = True)
 
 
 #################################################################################################
-def display_impacts_company(impacts, provider, company_multiplier, location):
+def display_impacts_company(impacts, provider, company_multiplier, range_percent_impact_one_sided_calculated, location):
 
     st.divider()
 
@@ -162,6 +193,12 @@ def display_impacts_company(impacts, provider, company_multiplier, location):
         <div style="text-align: center;"><i>Evaluates the electricity consumption<i>
         </div>
         """, unsafe_allow_html = True)
+        st.markdown(f"""
+        <div style="text-align: center;">
+        <div style="font-size: 10px;">Error range</div>
+        <div style="font-size: 10px;">±{range_percent_impact_one_sided_calculated["energy"]} %</div>
+        </div>
+        """, unsafe_allow_html = True)
 
     with col_ghg:
         st.markdown("""
@@ -183,6 +220,13 @@ def display_impacts_company(impacts, provider, company_multiplier, location):
         <div style="text-align: center;"><i>Evaluates the effect on climate change<i>
         </div>
         """, unsafe_allow_html = True)
+        st.markdown(f"""
+        <div style="text-align: center;">
+        <div style="font-size: 10px;">Error range</div>
+        <div style="font-size: 10px;">±{range_percent_impact_one_sided_calculated["gwp"]} %</div>
+        </div>
+        """, unsafe_allow_html = True)
+        
 
     with col_adpe:
         st.markdown("""
@@ -212,6 +256,12 @@ def display_impacts_company(impacts, provider, company_multiplier, location):
         <div style="text-align: center;"><i>Evaluates the use of metals and minerals<i>
         </div>
         """, unsafe_allow_html = True)
+        st.markdown(f"""
+        <div style="text-align: center;">
+        <div style="font-size: 10px;">Error range</div>
+        <div style="font-size: 10px;">±{range_percent_impact_one_sided_calculated["adpe"]} %</div>
+        </div>
+        """, unsafe_allow_html = True)
 
     with col_pe:
         st.markdown("""
@@ -240,6 +290,12 @@ def display_impacts_company(impacts, provider, company_multiplier, location):
         <div style="text-align: center;"><i>Evaluates the use of energy resources<i>
         </div>
         """, unsafe_allow_html = True)
+        st.markdown(f"""
+        <div style="text-align: center;">
+        <div style="font-size: 10px;">Error range</div>
+        <div style="font-size: 10px;">±{range_percent_impact_one_sided_calculated["pe"]} %</div>
+        </div>
+        """, unsafe_allow_html = True)
 
     with col_water: 
         st.markdown("""
@@ -270,6 +326,12 @@ def display_impacts_company(impacts, provider, company_multiplier, location):
         <div style="text-align: center;"><i>Evaluates the use of water<i>
         </div>
         """, unsafe_allow_html = True)
+        st.markdown(f"""
+        <div style="text-align: center;">
+        <div style="font-size: 10px;">Error range</div>
+        <div style="font-size: 10px;">±{range_percent_impact_one_sided_calculated["water"]} %</div>
+        </div>
+        """, unsafe_allow_html = True)
 
 
 

src/utils.py

@@ -180,6 +180,29 @@ def format_water(water: Water) -> Quantity:
         val = val.to("mL")
     return val
 
+def range_percent_impact_one_sided(impacts: Impacts) -> float:
+    impacts_energy_mean = (impacts.energy.value.max + impacts.energy.value.min)/2
+    range_percent_energy_one_sided = (impacts.energy.value.max - impacts.energy.value.min) / (2* impacts_energy_mean) * 100
+    impacts_gwp_mean = (impacts.gwp.value.max + impacts.gwp.value.min)/2
+    range_percent_gwp_one_sided = (impacts.gwp.value.max - impacts.gwp.value.min) / (2* impacts_gwp_mean) * 100
+    impacts_adpe_mean = (impacts.adpe.value.max + impacts.adpe.value.min)/2
+    range_percent_adpe_one_sided = (impacts.adpe.value.max - impacts.adpe.value.min) / (2* impacts_adpe_mean) * 100
+    impacts_pe_mean = (impacts.pe.value.max + impacts.pe.value.min)/2
+    range_percent_pe_one_sided = (impacts.pe.value.max - impacts.pe.value.min) / (2* impacts_pe_mean) * 100
+    impacts_water_mean = (impacts.water.value.max + impacts.water.value.min)/2
+    range_percent_water_one_sided = (impacts.water.value.max - impacts.water.value.min) / (2* impacts_water_mean) * 100
+        
+    results = {
+        "energy" : range_percent_energy_one_sided,
+        "gwp": range_percent_gwp_one_sided,
+        "adpe": range_percent_adpe_one_sided,
+        "pe": range_percent_pe_one_sided,
+        "water" : range_percent_water_one_sided
+    }
+    return results
+
+
+
 def format_impacts(impacts: Impacts) -> QImpacts:
 
     try: