From 7c7df2fd02f1827fc41165b570c7318cca247fe8 Mon Sep 17 00:00:00 2001
From: "j.aschauer" <j.aschauer@oeko.de>
Date: Wed, 13 Dec 2023 10:54:59 +0100
Subject: [PATCH 1/4] change index names in cost dataframes

---
 app/layout_elements.py  |  6 +++++-
 app/ptxboa_functions.py | 26 ++++++++++++++++++++++++++
 2 files changed, 31 insertions(+), 1 deletion(-)

diff --git a/app/layout_elements.py b/app/layout_elements.py
index 509363fa..94e230e7 100644
--- a/app/layout_elements.py
+++ b/app/layout_elements.py
@@ -4,7 +4,7 @@
 import streamlit as st
 
 from app.plot_functions import create_bar_chart_costs
-from app.ptxboa_functions import config_number_columns
+from app.ptxboa_functions import change_index_names, config_number_columns
 
 
 def display_costs(
@@ -50,6 +50,10 @@ def display_costs(
     )
     if sort_ascending:
         df_res = df_res.sort_values(["Total"], ascending=True)
+
+    # fix index names
+    change_index_names(df_res)
+
     # create graph:
     fig = create_bar_chart_costs(
         df_res,
diff --git a/app/ptxboa_functions.py b/app/ptxboa_functions.py
index fd2594c1..b136b425 100644
--- a/app/ptxboa_functions.py
+++ b/app/ptxboa_functions.py
@@ -681,3 +681,29 @@ def get_region_from_subregion(subregion: str) -> str:
     """
     region = subregion.split(" (")[0]
     return region
+
+
+def change_index_names(df: pd.DataFrame, mapping: dict | None = None) -> pd.DataFrame:
+    """
+    Change the index name of cost results or input data dataframes.
+
+    Only call this just befor you display any data, not before any transformation
+    or pivot actions.
+
+    https://stackoverflow.com/a/19851521
+
+    If mapping is None, default mappings for input_data and cost_results data is
+    used.
+    """
+    if mapping is None:
+        mapping = {
+            "process_code": "Process",
+            "source_region_code": "Source Region",
+            "region": "Source Region",
+            "scenario": "Scenario",
+            "res_gen": "RE Source",
+            "chain": "Chain",
+        }
+    new_idx_names = [mapping.get(i, i) for i in df.index.names]
+    df.index.names = new_idx_names
+    return df

From 077938c36a282fc8ee0176a8fda4bf719880e6ed Mon Sep 17 00:00:00 2001
From: "j.aschauer" <j.aschauer@oeko.de>
Date: Wed, 13 Dec 2023 12:05:35 +0100
Subject: [PATCH 2/4] display nice index names in input data

---
 app/ptxboa_functions.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/app/ptxboa_functions.py b/app/ptxboa_functions.py
index da86f78a..ecf25aee 100644
--- a/app/ptxboa_functions.py
+++ b/app/ptxboa_functions.py
@@ -641,6 +641,8 @@ def display_and_edit_input_data(
         missing_index_value = None
         column_config = get_column_config()
 
+    df = change_index_names(df)
+
     # if editing is enabled, store modifications in session_state:
     if st.session_state["edit_input_data"]:
         if f"{key}_number" not in st.session_state:

From bd65d977a06144d67acb205fc5abfff4e6e1817c Mon Sep 17 00:00:00 2001
From: "j.aschauer" <j.aschauer@oeko.de>
Date: Wed, 13 Dec 2023 12:11:12 +0100
Subject: [PATCH 3/4] remove xlabels from regional data boxplots

---
 app/tab_deep_dive_countries.py | 1 +
 app/tab_input_data.py          | 1 +
 2 files changed, 2 insertions(+)

diff --git a/app/tab_deep_dive_countries.py b/app/tab_deep_dive_countries.py
index 92bccbe8..fc8fd6f8 100644
--- a/app/tab_deep_dive_countries.py
+++ b/app/tab_deep_dive_countries.py
@@ -94,4 +94,5 @@ def content_deep_dive_countries(
             st.markdown("**Regional Distribution**")
         with c_1_1:
             fig = px.box(df)
+            fig.update_layout(xaxis_title=None)
             st.plotly_chart(fig, use_container_width=True)
diff --git a/app/tab_input_data.py b/app/tab_input_data.py
index c9c66729..73d1ef16 100644
--- a/app/tab_input_data.py
+++ b/app/tab_input_data.py
@@ -72,6 +72,7 @@ def content_input_data(api: PtxboaAPI) -> None:
         with c_1_1:
             # create plot:
             fig = px.box(df)
+            fig.update_layout(xaxis_title=None)
             st.plotly_chart(fig, use_container_width=True)
 
     with st.container(border=True):

From 3eb6f9a1b24b66b52d75006dfb1fec57a6b729de Mon Sep 17 00:00:00 2001
From: "j.aschauer" <j.aschauer@oeko.de>
Date: Wed, 13 Dec 2023 12:22:16 +0100
Subject: [PATCH 4/4] rename flow_code to "Carrier/Material"

---
 app/ptxboa_functions.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/app/ptxboa_functions.py b/app/ptxboa_functions.py
index ecf25aee..606697a4 100644
--- a/app/ptxboa_functions.py
+++ b/app/ptxboa_functions.py
@@ -770,6 +770,7 @@ def change_index_names(df: pd.DataFrame, mapping: dict | None = None) -> pd.Data
             "scenario": "Scenario",
             "res_gen": "RE Source",
             "chain": "Chain",
+            "flow_code": "Carrier/Material",
         }
     new_idx_names = [mapping.get(i, i) for i in df.index.names]
     df.index.names = new_idx_names