Add in adjustedresponse as imputation_value and update test data

mbs_results/outputs/pivot_imputation_value.py

@@ -166,6 +166,7 @@ def format_imputation_link(df):
             "imputation_link",
             "imputation_flags_adjustedresponse",
             "count_imps",
+            "adjustedresponse"
         ]
     ]
 
@@ -176,7 +177,9 @@ def format_imputation_link(df):
             "questioncode": "Question",
             "imputation_flags_adjustedresponse": "link_type",
             "count_imps": "Count_imps",
+            "adjustedresponse": "Imputation_value"
         }
     )
 
     return renamed_df
+

tests/data/outputs/pivot_imputation_value/create_imputation_link_column_input.csv

@@ -1,13 +1,16 @@
-questioncode,cellnumber,cell_no,frosic2007,imputation_class,f_link_adjustedresponse,f_match_adjustedresponse_pair_count,b_link_adjustedresponse,construction_link,imputation_flags_adjustedresponse,imputation_link
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,fic,1
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fic,0.65423421
-3,500,500,30000,500,1,0,1.3454653,100.2130214,bir,1.3454653
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,bir,1.23214
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fir,0.65423421
-3,500,500,30000,500,1,0,1.3454653,100.2130214,fir,1
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,c,4.123034
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,c,10.23466432
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,fimc,1
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fimc,0.65423421
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,mc,
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,mc,
+questioncode,cellnumber,cell_no,frosic2007,imputation_class,f_link_adjustedresponse,f_match_adjustedresponse_pair_count,b_link_adjustedresponse,construction_link,imputation_flags_adjustedresponse,adjustedresponse
+4,600,600,40000,250,1,1.424345,1.23214,4.123034,fic,100
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fic,200
+3,500,500,30000,500,1,0,1.3454653,100.2130214,bir,300
+4,600,600,40000,250,1,1.424345,1.23214,4.123034,bir,100
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fir,200
+3,500,500,30000,500,1,0,1.3454653,100.2130214,fir,300
+4,600,600,40000,250,1,1.424345,1.23214,4.123034,c,100
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,c,200
+4,600,600,40000,250,1,1.424345,1.23214,4.123034,fimc,300
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fimc,100
+4,600,600,40000,250,1,1.424345,1.23214,4.123034,mc,200
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,mc,300
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,r,100
+4,600,600,40000,250,1,1.424345,1.23214,4.123034,,200
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,r,300

tests/data/outputs/pivot_imputation_value/create_imputation_link_column_output.csv

@@ -1,13 +1,13 @@
-questioncode,cellnumber,cell_no,frosic2007,imputation_class,f_link_adjustedresponse,f_match_adjustedresponse_pair_count,b_link_adjustedresponse,construction_link,imputation_flags_adjustedresponse,imputation_link
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,fic,1
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fic,0.65423421
-3,500,500,30000,500,1,0,1.3454653,100.2130214,bir,1.3454653
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,bir,1.23214
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fir,0.65423421
-3,500,500,30000,500,1,0,1.3454653,100.2130214,fir,1
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,c,4.123034
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,c,10.23466432
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,fimc,1
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fimc,0.65423421
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,mc,
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,mc,
+questioncode,cellnumber,cell_no,frosic2007,imputation_class,f_link_adjustedresponse,f_match_adjustedresponse_pair_count,b_link_adjustedresponse,construction_link,imputation_flags_adjustedresponse,adjustedresponse,imputation_link
+4,600,600,40000,250,1.0,1.424345,1.23214,4.123034,fic,100,1.0
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fic,200,0.65423421
+3,500,500,30000,500,1.0,0.0,1.3454653,100.2130214,bir,300,1.3454653
+4,600,600,40000,250,1.0,1.424345,1.23214,4.123034,bir,100,1.23214
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fir,200,0.65423421
+3,500,500,30000,500,1.0,0.0,1.3454653,100.2130214,fir,300,1.0
+4,600,600,40000,250,1.0,1.424345,1.23214,4.123034,c,100,4.123034
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,c,200,10.23466432
+4,600,600,40000,250,1.0,1.424345,1.23214,4.123034,fimc,300,1.0
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fimc,100,0.65423421
+4,600,600,40000,250,1.0,1.424345,1.23214,4.123034,mc,200,
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,mc,300,

tests/data/outputs/pivot_imputation_value/format_imputation_link_input.csv

@@ -1,13 +1,13 @@
-questioncode,cellnumber,cell_no,frosic2007,imputation_class,f_link_adjustedresponse,f_match_adjustedresponse_pair_count,b_link_adjustedresponse,construction_link,imputation_flags_adjustedresponse,imputation_link,count_imps
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,fic,1,5
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fic,0.65423421,5
-3,500,500,30000,500,1,0,1.3454653,100.2130214,bir,1.3454653,2
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,bir,1.23214,5
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fir,0.65423421,5
-3,500,500,30000,500,1,0,1.3454653,100.2130214,fir,1,2
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,c,4.123034,5
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,c,10.23466432,5
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,fimc,1,5
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fimc,0.65423421,5
-4,600,600,40000,250,1,1.424345,1.23214,4.123034,mc,,5
-5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,mc,,5
+questioncode,cellnumber,cell_no,frosic2007,imputation_class,f_link_adjustedresponse,f_match_adjustedresponse_pair_count,b_link_adjustedresponse,construction_link,imputation_flags_adjustedresponse,adjustedresponse,imputation_link,count_imps
+4,600,600,40000,250,1,1.424345,1.23214,4.123034,fic,100,1,5
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fic,200,0.65423421,5
+3,500,500,30000,500,1,0,1.3454653,100.2130214,bir,300,1.3454653,2
+4,600,600,40000,250,1,1.424345,1.23214,4.123034,bir,100,1.23214,5
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fir,200,0.65423421,5
+3,500,500,30000,500,1,0,1.3454653,100.2130214,fir,300,1,2
+4,600,600,40000,250,1,1.424345,1.23214,4.123034,c,100,4.123034,5
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,c,200,10.23466432,5
+4,600,600,40000,250,1,1.424345,1.23214,4.123034,fimc,300,1,5
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,fimc,100,0.65423421,5
+4,600,600,40000,250,1,1.424345,1.23214,4.123034,mc,200,,5
+5,700,700,50000,100,0.65423421,0.8532432,0.7504535,10.23466432,mc,300,,5

tests/data/outputs/pivot_imputation_value/format_imputation_link_output.csv

@@ -1,13 +1,13 @@
 sic,cell,Question,imputation_link,link_type,Count_imps,Imputation_value
-40000,600,4,1,fic,5,
-50000,700,5,0.65423421,fic,5,
-30000,500,3,1.3454653,bir,2,
-40000,600,4,1.23214,bir,5,
-50000,700,5,0.65423421,fir,5,
-30000,500,3,1,fir,2,
-40000,600,4,4.123034,c,5,
-50000,700,5,10.23466432,c,5,
-40000,600,4,1,fimc,5,
-50000,700,5,0.65423421,fimc,5,
-40000,600,4,,mc,5,
-50000,700,5,,mc,5,
+40000,600,4,1.0,fic,5,100
+50000,700,5,0.65423421,fic,5,200
+30000,500,3,1.3454653,bir,2,300
+40000,600,4,1.23214,bir,5,100
+50000,700,5,0.65423421,fir,5,200
+30000,500,3,1.0,fir,2,300
+40000,600,4,4.123034,c,5,100
+50000,700,5,10.23466432,c,5,200
+40000,600,4,1.0,fimc,5,300
+50000,700,5,0.65423421,fimc,5,100
+40000,600,4,,mc,5,200
+50000,700,5,,mc,5,300