Add configurable ROO parameters in sidebar for dynamic projection analysis

app.py

@@ -81,24 +81,30 @@ with tab1:
 with tab2:
     if st.button('Clear data', key='reset2'):
         st.session_state.clear()
-    site_var = st.selectbox("Select Site", ["Draftkings", "Fanduel"])
+
+    with st.sidebar:
+        site_var_sb = st.selectbox("Select Site", ["Draftkings", "Fanduel"])
+        floor_var_sb = st.number_input("Floor (low end multiplier)", min_value=0.00, max_value=.50, value=.25, step=.01)
+        ceiling_var_sb = st.number_input("Ceiling (high end multiplier)", min_value=1.50, max_value=3.00, value=2.00, step=.01)
+        std_var_sb = st.number_input("Standard Deviation (variance within distribution)", min_value=1.00, max_value=5.00, value=4.00, step=.01)
+
     if projections_file:
         if st.button('Build ROO'):
             if sport_var == "NBA":
-                if site_var == "Draftkings":
-                    disp_file = DK_NBA_ROO_Build(projections)
-                elif site_var == "Fanduel":
-                    disp_file = FD_NBA_ROO_Build(projections)
+                if site_var_sb == "Draftkings":
+                    disp_file = DK_NBA_ROO_Build(projections, floor_var_sb, ceiling_var_sb, std_var_sb)
+                elif site_var_sb == "Fanduel":
+                    disp_file = FD_NBA_ROO_Build(projections, floor_var_sb, ceiling_var_sb, std_var_sb)
             elif sport_var == "NFL":
-                if site_var == "Draftkings":
-                    disp_file = DK_NFL_ROO_Build(projections)
-                elif site_var == "Fanduel":
-                    disp_file = FD_NFL_ROO_Build(projections)
+                if site_var_sb == "Draftkings":
+                    disp_file = DK_NFL_ROO_Build(projections, floor_var_sb, ceiling_var_sb, std_var_sb)
+                elif site_var_sb == "Fanduel":
+                    disp_file = FD_NFL_ROO_Build(projections, floor_var_sb, ceiling_var_sb, std_var_sb)
             elif sport_var == "MLB":
-                if site_var == "Draftkings":
-                    disp_file = DK_MLB_ROO_Build(projections)
-                elif site_var == "Fanduel":
-                    disp_file = FD_MLB_ROO_Build(projections)
+                if site_var_sb == "Draftkings":
+                    disp_file = DK_MLB_ROO_Build(projections, floor_var_sb, ceiling_var_sb, std_var_sb)
+                elif site_var_sb == "Fanduel":
+                    disp_file = FD_MLB_ROO_Build(projections, floor_var_sb, ceiling_var_sb, std_var_sb)
 
     if disp_file is not None:
         st.dataframe(disp_file.style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(precision=2), height=1000, use_container_width = True)

function_hold/NBA_functions.py

@@ -7,7 +7,7 @@ from pandas import concat as pd_concat
 from pandas import merge as pd_merge
 from pandas import DataFrame
 
-def DK_NBA_ROO_Build(projections_file):
+def DK_NBA_ROO_Build(projections_file, floor_var, ceiling_var, std_var):
     total_sims = 1000
     
     projects_raw = projections_file.copy()
@@ -107,9 +107,9 @@ def DK_NBA_ROO_Build(projections_file):
     
     flex_file = basic_own_df[['Player', 'Position', 'Salary', 'Median', 'Minutes']]
     flex_file = flex_file.rename(columns={"Agg": "Median"})
-    flex_file['Floor'] = (flex_file['Median'] * .25) + (flex_file['Minutes'] * .25)
-    flex_file['Ceiling'] = flex_file['Median'] + 10 + (flex_file['Minutes'] * .25)
-    flex_file['STD'] = (flex_file['Median']/4)
+    flex_file['Floor'] = (flex_file['Median'] * floor_var) + (flex_file['Minutes'] * .25)
+    flex_file['Ceiling'] = flex_file['Median'] + (5 * ceiling_var) + (flex_file['Minutes'] * .25)
+    flex_file['STD'] = (flex_file['Median'] / std_var)
     flex_file = flex_file[['Player', 'Position', 'Salary', 'Floor', 'Median', 'Ceiling', 'STD']]
     flex_file = flex_file.reset_index(drop=True)
     hold_file = flex_file.copy()
@@ -207,7 +207,7 @@ def DK_NBA_ROO_Build(projections_file):
     
     return final_Proj.copy()
 
-def FD_NBA_ROO_Build(projections_file):
+def FD_NBA_ROO_Build(projections_file, floor_var, ceiling_var, std_var):
     total_sims = 1000
         
     projects_raw = projections_file.copy()
@@ -306,9 +306,9 @@ def FD_NBA_ROO_Build(projections_file):
         
     flex_file = basic_own_df[['Player', 'Position', 'Salary', 'Median', 'Minutes']]
     flex_file = flex_file.rename(columns={"Agg": "Median"})
-    flex_file['Floor'] = (flex_file['Median'] * .25) + (flex_file['Minutes'] * .25)
-    flex_file['Ceiling'] = flex_file['Median'] + 10 + (flex_file['Minutes'] * .25)
-    flex_file['STD'] = (flex_file['Median']/4)
+    flex_file['Floor'] = (flex_file['Median'] * floor_var) + (flex_file['Minutes'] * .25)
+    flex_file['Ceiling'] = flex_file['Median'] + (5 * ceiling_var) + (flex_file['Minutes'] * .25)
+    flex_file['STD'] = (flex_file['Median'] / std_var)
     flex_file = flex_file[['Player', 'Position', 'Salary', 'Floor', 'Median', 'Ceiling', 'STD']]
     flex_file = flex_file.reset_index(drop=True)
     hold_file = flex_file.copy()