diff --git a/.vscode/launch.json b/.vscode/launch.json
index d322412..4670127 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -9,7 +9,7 @@
             "name": "Python: Test",
             "type": "python",
             "request": "launch",
-            "program": "${workspaceFolder}/test.py",
+            "program": "${workspaceFolder}/test_rota.py",
             "console": "integratedTerminal"
 
         },
diff --git a/fixnights.csv b/fixnights.csv
new file mode 100644
index 0000000..4c88ce4
--- /dev/null
+++ b/fixnights.csv
@@ -0,0 +1,186 @@
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+"Week 25 Day Fri","","","","","","","night_weekend","","weekend_exeter","night_weekend","","","","","","","","","","","","plymouth_twilight","","","","","","","","","night_weekend","weekend_torbay","","","","","","","","","","weekend_truro","","",""
+"Week 25 Day Sat","","","","","","","night_weekend","","weekend_exeter","night_weekend","","","weekend_plymouth1","","","","","","","","weekend_plymouth2","","","","","","","","","","night_weekend","weekend_torbay","","","","","","","","","","weekend_truro","","",""
+"Week 25 Day Sun","","","","","","","night_weekend","","weekend_exeter","night_weekend","","","weekend_plymouth1","","","","","","","","weekend_plymouth2","","","","","","","","","","night_weekend","weekend_torbay","","","","","","","","","","weekend_truro","","",""
+"Week 26 Day Mon","night_weekday","","exeter_twilight","","","","","","","","plymouth_twilight","","","","plymouth_bank_holidays","","","","","","","","","night_weekday","","","night_weekday","","","","","","","","torbay_twilight","","","","","","","","","","truro_twilight"
+"Week 26 Day Tue","night_weekday","","","","","","","exeter_twilight","","","","","","","","","","","plymouth_twilight","","","","","night_weekday","","","night_weekday","","","","","","","","torbay_twilight","truro_twilight","","","","","","","","",""
+"Week 26 Day Wed","night_weekday","","","","","","","","exeter_twilight","","","","","","","","","plymouth_twilight","","","","","","night_weekday","","torbay_twilight","night_weekday","","","","","","","","","","","","","","","","","","truro_twilight"
+"Week 26 Day Thu","night_weekday","","","","","","","","exeter_twilight","","","","","","","","","plymouth_twilight","","","","","","night_weekday","","","night_weekday","","","","","","","","torbay_twilight","","","","","","","truro_twilight","","",""
+"Week 26 Day Fri","","","weekend_exeter","","","","","night_weekend","","","","","","","","night_weekend","","","","","","","plymouth_twilight","","","","","","night_weekend","weekend_torbay","","","","","","","","","","weekend_truro","","","","",""
+"Week 26 Day Sat","","","weekend_exeter","","","","","night_weekend","","","","weekend_plymouth2","","","","night_weekend","","weekend_plymouth1","","","","","","","","","","","night_weekend","weekend_torbay","","","","","","","","","","weekend_truro","","","","",""
+"Week 26 Day Sun","","","weekend_exeter","","","","","night_weekend","","","","weekend_plymouth2","","","","night_weekend","","weekend_plymouth1","","","","","","","","","","","night_weekend","weekend_torbay","","","","","","","","","","weekend_truro","","","","",""
diff --git a/leave.csv b/leave.csv
index f6be13c..ad9d9e2 100644
--- a/leave.csv
+++ b/leave.csv
@@ -205,29 +205,29 @@ Date,Exams,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
 6/3/22,,,NO ONCALL,,,,Mat leave,,,,OOPT,,,,,,,,,A/L,,No Oncall,,,,Mat leave,,,OOPT,,IR oncall,,OOPC,,,,,,A/L,,,,,,,,,A/L,A/L,A/L,,,,
 7/3/22,,OFF ONCALL,IDT,POST ONCALL,POST ONCALL,,OOPT,,,,OOPT,,,,,,,POST ONCALL,,,,No Oncall,,POST ONCALL,,Mat leave,,POST ONCALL,OOPT,,,,OOPC,,,POST ONCALL,POST ONCALL,,A/L,,,,,A/L,POST ONCALL,,,,,A/L,,,,
 8/3/22,,OFF ONCALL,IDT,POST ONCALL,POST ONCALL,,OOPT,,,,OOPT,,,,,,,POST ONCALL,,,,No Oncall,,POST ONCALL,,Mat leave,,POST ONCALL,OOPT,,,,OOPC,,,POST ONCALL,POST ONCALL,,A/L,,,,,A/L,POST ONCALL,,,,,A/L,,,,
-9/3/22,,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,,,,,,,,,,,No Oncall,,,,Mat leave,POST ONCALL,,OOPT,,,,OOPC,,,,,,A/L,,,,,A/L,,,,,,A/L,,,,
-10/3/22,,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,A/L,,,,,A/L,,,,,,A/L,,,,
-11/3/22,,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,A/L,,,,,A/L,,,,,,A/L,,,,
-12/3/22,,OFF ONCALL,IDT,POST ONCALL,,,OOPT,,,,OOPT,A/L,,,,,,POST ONCALL,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,A/L,POST ONCALL,,A/L,,,,,A/L,,A/L,,,,A/L,,,,
-13/3/22,,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,A/L,,,A/L,,,,,A/L,,A/L,,,,A/L,,,,
-14/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,A/L,,,,,,,,A/L,,A/L,,pre 2b,,,,,,
-15/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,A/L,,,,,,,,A/L,,A/L,,pre 2b,,,,,,
-16/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,A/L,,,,,,,POST ONCALL,A/L,,A/L,,pre 2b,A/L,,,,,
-17/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,,A/L,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,A/L,,,,,,,,A/L,,A/L,,pre 2b,,,,,,
-18/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,A/L,,,,,,,,A/L,,A/L,,pre 2b,,,,,,
-19/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,A/L,,,,,IR ONCALL,,,A/L,,A/L,,pre 2b,,A/L,,,,
-20/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,A/L,,,,,IR ONCALL,,,A/L,,A/L,,pre 2b,,A/L,,,,
-21/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,,,,,,A/L,,,,pre 2b,,A/L,,,,
-22/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,A/L,,,OOPC,,,,,,,,,,,,,,,pre 2b,,A/L,,,,
-23/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,,,,,,,,,,pre 2b,,A/L,,,,
-24/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,,,,,,,,,,pre 2b,,A/L,,,,
-25/3/22,2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
-26/3/22,2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
-27/3/22,2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
-28/3/22,2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,,,,,,A/L,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,,,,,
-29/3/22,2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,,,,,,A/L,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
-30/3/22,2b,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
-31/3/22,2b,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
+9/3/22,,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,,,,,,,,,,,No Oncall,,,,Mat leave,POST ONCALL,A/L,OOPT,,,,OOPC,,,,,,A/L,,,,,A/L,,,,,,A/L,,,,
+10/3/22,,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,A/L,,,,,A/L,,,,,,A/L,,,,
+11/3/22,,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,A/L,,,,,A/L,,,,,,A/L,,,,
+12/3/22,,OFF ONCALL,IDT,POST ONCALL,,,OOPT,,,,OOPT,A/L,,,,,,POST ONCALL,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,A/L,POST ONCALL,,A/L,,,,,A/L,,A/L,,,,A/L,,,,
+13/3/22,,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,A/L,,,A/L,,,,,A/L,,A/L,,,,A/L,,,,
+14/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,A/L,,,,,,,,A/L,,A/L,,pre 2b,,,,,,
+15/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,A/L,,,,,,,,A/L,,A/L,,pre 2b,,,,,,
+16/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,A/L,,,,,,,POST ONCALL,A/L,,A/L,,pre 2b,A/L,,,,,
+17/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,,A/L,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,A/L,,,,,,,,A/L,,A/L,,pre 2b,,,,,,
+18/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,,,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,A/L,,,,,,,,A/L,,A/L,,pre 2b,,,,,,
+19/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,A/L,,,,,IR ONCALL,,,A/L,,A/L,,pre 2b,,A/L,,,,
+20/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,A/L,,,,,IR ONCALL,,,A/L,,A/L,,pre 2b,,A/L,,,,
+21/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,,,,,,A/L,,,,pre 2b,,A/L,,,,
+22/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,A/L,,,OOPC,,,,,,,,,,,,,,,pre 2b,,A/L,,,,
+23/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,,,,,,,,,,pre 2b,,A/L,,,,
+24/3/22,pre 2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,,,,,,,,,,pre 2b,,A/L,,,,
+25/3/22,2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
+26/3/22,2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
+27/3/22,2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,OOPT,A/L,,,,A/L,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
+28/3/22,2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,,,,,,A/L,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,,,,,
+29/3/22,2b,OFF ONCALL,IDT,,,,OOPT,A/L,,,,,,,,A/L,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
+30/3/22,2b,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
+31/3/22,2b,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,OOPC,,,,,,,,,,,,,,,2b,,A/L,,,,
 1/4/22,2b,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,No nights or twiligts,,,,,,,,,,,,,,,2b,,,Ramadan,A/L,,
 2/4/22,,OFF ONCALL,IDT,,,A/L,OOPT,,,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,No nights or twiligts,,,,,,,A/L,,,,,,,,,,,Ramadan,A/L,,
 3/4/22,,OFF ONCALL,IDT,,,A/L,OOPT,,,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,No nights or twiligts,,,,,,,A/L,,,,,,,,,,,Ramadan,A/L,,
@@ -255,8 +255,8 @@ Date,Exams,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
 25/4/22,,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,A/L,Mat leave,,,OOPT,,,,No nights,,,,,,,,,,,,,,,,A/L,,Ramadan,,,
 26/4/22,,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,A/L,Mat leave,,,OOPT,,,,No nights,,,,,,,,,,,,,,,,A/L,,Ramadan,,,
 27/4/22,,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,A/L,Mat leave,,,OOPT,,S/L,,No nights,,,,,,,,,,,,,,,,A/L,,Ramadan,,,
-28/4/22,,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,A/L,S/L,,No nights,,,,,,,A/L,,,,,,,,,A/L,,Ramadan,,,
-29/4/22,,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,No nights,,,,,,,A/L,,,,,,,,,A/L,,Ramadan,,,
+28/4/22,,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,A/L,S/L,,No nights,,,,,,,A/L,,,,,,,,,A/L,,Ramadan,,,
+29/4/22,,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,No nights,,,,,,,A/L,,,,,,,,,A/L,,Ramadan,,,
 30/4/22,,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,A/L,,Mat leave,,,OOPT,,,A/L,,,,,,A/L,,,,,,,,,,,A//L,,Ramadan,,,
 1/5/22,,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,A/L,,Mat leave,,,OOPT,,,A/L,,,,,,A/L,,,,,,,,,,,A//L,,Ramadan,,,
 2/5/22,,OFF ONCALL,IDT,,,,OOPT,,,,,,,,,,,,,,,No Oncall,,A/L,,Mat leave,,,OOPT,,,A/L,,,,,,A/L,,,,,,,,,,,A//L,,Ramadan,,,
@@ -266,11 +266,11 @@ Date,Exams,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
 6/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,A/L,,Mat leave,,,OOPT,,,A/L,,,,,,,,,IR ONCALL,,,,,,,,A/L,,Ramadan,,,
 7/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,A/L,,Mat leave,,,OOPT,,,A/L,,,,,,,,,IR ONCALL,,,,,,,,,,Ramadan,,,
 8/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,A/L,,Mat leave,,,OOPT,,,A/L,,,,,,,,,IR ONCALL,,,,,,,,,,Ramadan,,,
-9/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,A/L,,,,,,,,,,,,,,,,,,,Ramadan,,,
-10/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,A/L,,,,,,,,,,,,,,,,,,,Ramadan,,,
-11/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,A/L,,,,,,,,,,,,,,,,,,,Ramadan,,,
-12/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,A/L,,,,,,,,,,,,,,,,,,,Ramadan,,,
-13/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,A/L,,,,,,,,,,,,,,,,,,,Ramadan,,,
+9/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,A/L,,,,,,,,,,,,,,,,,,,Ramadan,,,
+10/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,A/L,,,,,,,,,,,,,,,,,,,Ramadan,,,
+11/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,A/L,,,,,,,,,,,,,,,,,,,Ramadan,,,
+12/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,A/L,,,,,,,,,,,,,,,,,,,Ramadan,,,
+13/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,A/L,,,,,,,,,,,,,,,,,,,Ramadan,,,
 14/5/22,,OFF ONCALL,IDT,,,,OOPT,A/L,A/L,,,,,,,,,,A/L,,,No Oncall,,,,Mat leave,,,OOPT,,,A/L,A/L,,,,,,,,,,,,,,A/L,,,,,,,
 15/5/22,,OFF ONCALL,IDT,,,,OOPT,A/L,A/L,,,,,,,,,,A/L,,,No Oncall,,,,Mat leave,,,OOPT,,,A/L,A/L,,,,,,,,,,,,,,A/L,,,,,,,
 16/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,A/L,,,,,,,,,,,,,,,,A/L,,,,,
@@ -278,29 +278,29 @@ Date,Exams,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
 18/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,A/L,,,,,,,,,,,,,,,,A/L,,,,,
 19/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,A/L,,,,,,,,,,,,,,,,A/L,,,,,
 20/5/22,,OFF ONCALL,IDT,,,,OOPT,,A/L,,,,A/L,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,A/L,A/L,,,,,,,,,,,,,,,,,,,,
-21/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,A/L,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,A/L,A/L,,,,,,,,,,,,,,,,,,,,
-22/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,A/L,,,,,,,,,No Oncall,,,,Mat leave,,,OOPT,,,,A/L,A/L,,,,,,,,,,,,,,,,,,,,
-23/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,,A/L,,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,IR ONCALL,,,,,,,,,,,A/L,,
-24/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,,A/L,,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,IR ONCALL,,,,,,,,,,,A/L,,
-25/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,,A/L,,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,IR ONCALL,,,,,,,,,,,A/L,,
-26/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,,A/L,,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,IR ONCALL,,,,,,,,,,,A/L,,
-27/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,,A/L,,,No Oncall,,,A/L,Mat leave,,,OOPT,,,,,,,,,,,,IR ONCALL,,,,,,,,,,,A/L,,
-28/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,A/L,,,,A/L,,,,A/L,,,No Oncall,,,A/L,Mat leave,,,OOPT,,,,,,,A/L,,,,,,,,,,A/L,,,,,,A/L,,
-29/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,A/L,,,,A/L,,,,A/L,,,No Oncall,,,A/L,Mat leave,,,OOPT,,,,,,,A/L,,,,,,,,,,A/L,,,,,,A/L,,
-30/5/22,Pre 2a,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,A/L,Mat leave,,,OOPT,,A/L,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
-31/5/22,Pre 2a,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,A/L,Mat leave,,,OOPT,,A/L,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
-1/6/22,Pre 2a,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,A/L,Mat leave,,,OOPT,,A/L,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
-2/6/22,Pre 2a,OFF ONCALL,IDT,,,A/L,OOPT,,,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
-3/6/22,Pre 2a,OFF ONCALL,IDT,,,A/L,OOPT,,,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
-4/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
-5/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
-6/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,pre 2b,,,A/L,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,,OOPT,A/L,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,A/L,,,,Pre 2a,,Pre 2a
-7/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,pre 2b,,,A/L,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,A/L,,,,Pre 2a,,Pre 2a
-8/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,pre 2b,,,A/L,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
-9/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,A/L,,,pre 2b,,,A/L,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
-10/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,A/L,,,pre 2b,,,,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
-11/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,A/L,,,,pre 2b,,,,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
-12/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,A/L,,,,pre 2b,,,,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+21/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,A/L,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,A/L,A/L,,,,,,,,,,,,,,,,,,,,
+22/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,A/L,,,,,,,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,A/L,A/L,,,,,,,,,,,,,,,,,,,,
+23/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,,A/L,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,IR ONCALL,,,,,,,,,,,A/L,,
+24/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,,A/L,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,IR ONCALL,,,,,,,,,,,A/L,,
+25/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,,A/L,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,IR ONCALL,,,,,,,,,,,A/L,,
+26/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,,A/L,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,IR ONCALL,,,,,,,,,,,A/L,,
+27/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,,A/L,,,No Oncall,,,A/L,Mat leave,,A/L,OOPT,,,,,,,,,,,,IR ONCALL,,,,,,,,,,,A/L,,
+28/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,A/L,,,,A/L,,,,A/L,,,No Oncall,,,A/L,Mat leave,,A/L,OOPT,,,,,,,A/L,,,,,,,,,,A/L,,,,,,A/L,,
+29/5/22,,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,A/L,,,,A/L,,,,A/L,,,No Oncall,,,A/L,Mat leave,,A/L,OOPT,,,,,,,A/L,,,,,,,,,,A/L,,,,,,A/L,,
+30/5/22,Pre 2a,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,A/L,Mat leave,,A/L,OOPT,,A/L,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+31/5/22,Pre 2a,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,A/L,Mat leave,,A/L,OOPT,,A/L,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+1/6/22,Pre 2a,OFF ONCALL,IDT,,,A/L,OOPT,,A/L,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,A/L,Mat leave,,A/L,OOPT,,A/L,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+2/6/22,Pre 2a,OFF ONCALL,IDT,,,A/L,OOPT,,,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+3/6/22,Pre 2a,OFF ONCALL,IDT,,,A/L,OOPT,,,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+4/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+5/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,,,,A/L,,,Pre 2a,Pre 2a,,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+6/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,pre 2b,,,A/L,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,A/L,OOPT,A/L,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,A/L,,,,Pre 2a,,Pre 2a
+7/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,pre 2b,,,A/L,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,A/L,,,,Pre 2a,,Pre 2a
+8/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,pre 2b,,,A/L,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+9/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,A/L,,,pre 2b,,,A/L,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+10/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,A/L,,,pre 2b,,,,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+11/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,A/L,,,,pre 2b,,,,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
+12/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,A/L,,,,pre 2b,,,,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,A/L,OOPT,,,,,,,,,,,,IR ONCALL,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
 13/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,pre 2b,,,,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
 14/6/22,Pre 2a,OFF ONCALL,IDT,,,,OOPT,,,,,pre 2b,,,,,,Pre 2a,Pre 2a,A/L,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,,,,,,Pre 2a,,,,,,Pre 2a,,Pre 2a
 15/6/22,2a,OFF ONCALL,IDT,,,,OOPT,,,,,pre 2b,,,,,,2a,2a,A/L,,No Oncall,,,,Mat leave,,,OOPT,,,,,,,,,,,,,,,,,2a,,,,,,2a,,2a
@@ -384,4 +384,4 @@ Date,Exams,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
 1/9/22,,OFF ONCALL,IDT,A/L,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,A/L,,,,,OOPT,,A/L,,,,,,A/L,,,,,,,,,,,A/L,OOPE,OOPT,,,,
 2/9/22,,OFF ONCALL,IDT,A/L,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,A/L,,,,,OOPT,,,,,,,,A/L,,,,,,,,,,,A/L,OOPE,OOPT,,,,
 3/9/22,,OFF ONCALL,IDT,A/L,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,A/L,,,,,OOPT,,,,,,,,A/L,,,,,,,,,,,,OOPE,OOPT,,,,
-4/9/22,,OFF ONCALL,IDT,A/L,,,OOPT,,A/L,,,,,,,,,,,,,No Oncall,,A/L,,,,,OOPT,,,,,,,,A/L,,,,,,,,,,,,OOPE,OOPT,,,,
\ No newline at end of file
+4/9/22,,OFF ONCALL,IDT,A/L,,,OOPT,,A/L,,OFF,,,,,,,,,,,No Oncall,,A/L,,,OFF,OFF,OOPT,OFF,,,,,,,A/L,,,,OFF,,,,,,,,OOPE,OOPT,OFF,,,
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index e08ff77..8f863f3 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,3 @@
 pyomo
-govuk_bank_holidays
\ No newline at end of file
+govuk_bank_holidays
+pytest
\ No newline at end of file
diff --git a/rota-flex.csv b/rota-flex.csv
new file mode 100644
index 0000000..9b5f899
--- /dev/null
+++ b/rota-flex.csv
@@ -0,0 +1,186 @@
+"Name","Madalina Drumea","Layla Bell","Alex wood","Max Ireland","Seren Peters","Charles Finan","Paul Ward","Delilah Trimmer","Tom Welsh","Kyaw Tint","Maththew O'Brien","Max Finzel","Zainab Sharaf","Jean Skumar","Michael Tomek","Dhuvresh Patel","Nicolas Dziadulewicz","Vilim Kalamar","Georgina Edwards","Jenn Haw fong","Paul Jenkins","Amoolya Mannava","Rebecca Murphy","Ross Kruger","Fiona Lyall","Wijhdan Abusrewil","Andrew MacCormick","Joel Lim","Mark Haley","Alexander Sanchez - cabello","Chong Yew Ng","Matthew Thorley","Sayed Hashim Alqarooni","Harriet Conley","Jon Skinner","Alexander Wijnberg","Cameron Bullock","Alan Eccles","Christian Greer","Hannah Lewis","Amina Odeh","Sarath Vennam","Richard Chaytor","Mo Babsail","Sherafghan PROC"
+"Site","barnstaple","exeter","exeter","exeter","exeter","exeter","exeter","exeter","exeter","plymouth","plymouth","plymouth","plymouth","plymouth","plymouth","plymouth","plymouth","plymouth","plymouth","plymouth","plymouth","plymouth","plymouth","plymouth","plymouth_twilights","torbay","torbay","torbay","torbay","torbay","torbay","torbay","torbay","torbay","torbay twilights","truro","truro","truro","truro","truro","truro","truro","truro","truro","truro no proc"
+"Grade","3","2","3","3","3","4","4","5","5","2","2","2","2","3","3","3","3","3","4","4","4","5","5","5","6","2","2","2","2","3","4","4","4","5","6","2","2","3","3","3","4","4","5","5","5"
+"FTE","80","100","100","100","100","100","100","80","100","100","100","100","100","60","80","100","100","100","80","100","100","100","100","100","60","100","100","100","100","100","100","100","100","60","100","100","100","80","100","100","100","100","100","100","100"
+"Week 1 Day Mon","","","","","","","","exeter_twilight","","night_weekday","","","plymouth_twilight","","","night_weekday","","","","","","","","","","","torbay_twilight","","","","","","","","","","truro_twilight","","","","","","","night_weekday",""
+"Week 1 Day Tue","","","exeter_twilight","","","","","","","night_weekday","","plymouth_twilight","","","","night_weekday","","","","","","","","","","","torbay_twilight","","","","","","","","","","truro_twilight","","","","","","","night_weekday",""
+"Week 1 Day Wed","","exeter_twilight","","","","","","","","night_weekday","","","plymouth_twilight","","","night_weekday","","","","","","","","","","","torbay_twilight","","","","","","","","","","","","","","","","","night_weekday","truro_twilight"
+"Week 1 Day Thu","","exeter_twilight","","","","","","","","night_weekday","","","","","","night_weekday","","","","","","plymouth_twilight","","","","","","","","torbay_twilight","","","","","","","","","","","","truro_twilight","","night_weekday",""
+"Week 1 Day Fri","night_weekend","","","","","weekend_exeter","","","","","plymouth_twilight","","","","","","","","","night_weekend","","","","","","","","night_weekend","","","weekend_torbay","","","","","","","","","","","","","","weekend_truro"
+"Week 1 Day Sat","night_weekend","","","","","weekend_exeter","","","","","","","weekend_plymouth1","","","","weekend_plymouth2","","","night_weekend","","","","","","","","night_weekend","","","weekend_torbay","","","","","","","","","","","","","","weekend_truro"
+"Week 1 Day Sun","night_weekend","","","","","weekend_exeter","","","","","","","weekend_plymouth1","","","","weekend_plymouth2","","","night_weekend","","","","","","","","night_weekend","","","weekend_torbay","","","","","","","","","","","","","","weekend_truro"
+"Week 2 Day Mon","","night_weekday","","","","","exeter_twilight","","","plymouth_twilight","","","","","","","","","night_weekday","","","","","","","","","","torbay_twilight","","","","night_weekday","","","","","","","","","","","truro_twilight",""
+"Week 2 Day Tue","","night_weekday","exeter_twilight","","","","","","","","","","","","","","","plymouth_twilight","night_weekday","","","","","","","","","","torbay_twilight","","","","night_weekday","","","","","","","","","","","truro_twilight",""
+"Week 2 Day Wed","","night_weekday","","exeter_twilight","","","","","","","","","","","","plymouth_twilight","","","night_weekday","","","","","","","","","","torbay_twilight","","","","night_weekday","","","","","","","","","","truro_twilight","",""
+"Week 2 Day Thu","","night_weekday","","exeter_twilight","","","","","","","","","","","","","","","night_weekday","","","plymouth_twilight","","","","","","","torbay_twilight","","","","night_weekday","","","","","","","","","","","","truro_twilight"
+"Week 2 Day Fri","","","weekend_exeter","","","","night_weekend","","","","","","","plymouth_twilight","","","","night_weekend","","","","","","","","","","","","","","weekend_torbay","","","","weekend_truro","","","","","","night_weekend","","",""
+"Week 2 Day Sat","","","weekend_exeter","","","","night_weekend","","","","","","","","weekend_plymouth2","","","night_weekend","","","","","weekend_plymouth1","","","","","","","","","weekend_torbay","","","","weekend_truro","","","","","","night_weekend","","",""
+"Week 2 Day Sun","","","weekend_exeter","","","","night_weekend","","","","","","","","weekend_plymouth2","","","night_weekend","","","","","weekend_plymouth1","","","","","","","","","weekend_torbay","","","","weekend_truro","","","","","","night_weekend","","",""
+"Week 3 Day Mon","night_weekday","","","","exeter_twilight","night_weekday","","","","","night_weekday","","","","","","plymouth_twilight","","","","","","","","","","","","","","","","torbay_twilight","","","","","","","","","","","truro_twilight",""
+"Week 3 Day Tue","night_weekday","exeter_twilight","","","","night_weekday","","","","","night_weekday","","","","","","plymouth_twilight","","","","","","","","","","","torbay_twilight","","","","","","","","","","","truro_twilight","","","","","",""
+"Week 3 Day Wed","night_weekday","","","","","night_weekday","exeter_twilight","","","","night_weekday","plymouth_twilight","","","","","","","","","","","","","","","","","","","","torbay_twilight","","","","","","","truro_twilight","","","","","",""
+"Week 3 Day Thu","night_weekday","","","","","night_weekday","exeter_twilight","","","","night_weekday","","","","","plymouth_twilight","","","","","","","","","","","","torbay_twilight","","","","","","","","","","","","","","","","","truro_twilight"
+"Week 3 Day Fri","","weekend_exeter","","","night_weekend","","","","","","","","plymouth_twilight","","","","","","","","","night_weekend","","","","","","","","night_weekend","weekend_torbay","","","","","","","","","weekend_truro","","","","",""
+"Week 3 Day Sat","","weekend_exeter","","","night_weekend","","","","","","","","","","","weekend_plymouth2","","","","","weekend_plymouth1","night_weekend","","","","","","","","night_weekend","weekend_torbay","","","","","","","","","weekend_truro","","","","",""
+"Week 3 Day Sun","","weekend_exeter","","","night_weekend","","","","","","","","","","","weekend_plymouth2","","","","","weekend_plymouth1","night_weekend","","","","","","","","night_weekend","weekend_torbay","","","","","","","","","weekend_truro","","","","",""
+"Week 4 Day Mon","","","night_weekday","","","","exeter_twilight","","","","plymouth_twilight","","","","","","","","","","","","night_weekday","","","","","","","","","","torbay_twilight","","","night_weekday","","truro_twilight","","","","","","",""
+"Week 4 Day Tue","","","night_weekday","","","","","","exeter_twilight","","","plymouth_twilight","","","","","","","","","","","night_weekday","","","","","torbay_twilight","","","","","","","","night_weekday","","","","","","","","truro_twilight",""
+"Week 4 Day Wed","","","night_weekday","","exeter_twilight","","","","","","","","","","","","","","","plymouth_twilight","","","night_weekday","","","","","torbay_twilight","","","","","","","","night_weekday","","","","","","truro_twilight","","",""
+"Week 4 Day Thu","","","night_weekday","","exeter_twilight","","","","","plymouth_twilight","","","","","","","","","","","","","night_weekday","","","","","","","","","torbay_twilight","","","","night_weekday","","","","","","truro_twilight","","",""
+"Week 4 Day Fri","","","","","","weekend_exeter","night_weekend","","","","","","","","","plymouth_twilight","night_weekend","","","","","","","","","","","","night_weekend","","","","weekend_torbay","","","","","","","","","","","weekend_truro",""
+"Week 4 Day Sat","","","","","","weekend_exeter","night_weekend","","","","","","","","","","night_weekend","","weekend_plymouth2","weekend_plymouth1","","","","","","","","","night_weekend","","","","weekend_torbay","","","","","","","","","","","weekend_truro",""
+"Week 4 Day Sun","","","","","","weekend_exeter","night_weekend","","","","","","","","","","night_weekend","","weekend_plymouth2","weekend_plymouth1","","","","","","","","","night_weekend","","","","weekend_torbay","","","","","","","","","","","weekend_truro",""
+"Week 5 Day Mon","","","","","","","","night_weekday","exeter_twilight","","","night_weekday","","","","","","plymouth_twilight","","","","","","","","","","","","torbay_twilight","","","","","","","","","","","truro_twilight","night_weekday","","",""
+"Week 5 Day Tue","","","","exeter_twilight","","","","night_weekday","","","","night_weekday","plymouth_twilight","","","","","","","","","","","","","","","","","torbay_twilight","","","","","","","","truro_twilight","","","","night_weekday","","",""
+"Week 5 Day Wed","","","","","exeter_twilight","","","night_weekday","","","","night_weekday","plymouth_twilight","","","","","","","","","","","","","","","","","torbay_twilight","","","","","","","","","","","","night_weekday","","truro_twilight",""
+"Week 5 Day Thu","","","","","exeter_twilight","","","night_weekday","","","","night_weekday","","","","","","","","","plymouth_twilight","","","","","","","","","","","","torbay_twilight","","","","","","","","truro_twilight","night_weekday","","",""
+"Week 5 Day Fri","","night_weekend","","weekend_exeter","","","","","","","","","","","","night_weekend","","plymouth_twilight","","","","","","","","","","","","","","night_weekend","","weekend_torbay","","","","","weekend_truro","","","","","",""
+"Week 5 Day Sat","","night_weekend","","weekend_exeter","","","","","","","","","","","weekend_plymouth2","night_weekend","","","","","","","weekend_plymouth1","","","","","","","","","night_weekend","","weekend_torbay","","","","","weekend_truro","","","","","",""
+"Week 5 Day Sun","","night_weekend","","weekend_exeter","","","","","","","","","","","weekend_plymouth2","night_weekend","","","","","","","weekend_plymouth1","","","","","","","","","night_weekend","","weekend_torbay","","","","","weekend_truro","","","","","",""
+"Week 6 Day Mon","","","","","","","","exeter_twilight","","","","","","","","","","plymouth_twilight","night_weekday","","","","","night_weekday","","","night_weekday","","","","","","","","torbay_twilight","","","truro_twilight","","","","","","",""
+"Week 6 Day Tue","","","","","","","exeter_twilight","","","","plymouth_twilight","","","","","","","","night_weekday","","","","","night_weekday","","","night_weekday","torbay_twilight","","","","","","","","","","","","","","","truro_twilight","",""
+"Week 6 Day Wed","","","","","","","exeter_twilight","","","","","","","","","plymouth_twilight","","","night_weekday","","","","","night_weekday","","","night_weekday","torbay_twilight","","","","","","","","","","","","","","","truro_twilight","",""
+"Week 6 Day Thu","","","","","","","","exeter_twilight","","","","","","","","","","","night_weekday","","","plymouth_twilight","","night_weekday","","","night_weekday","torbay_twilight","","","","","","","","","","","","truro_twilight","","","","",""
+"Week 6 Day Fri","night_weekend","","","","weekend_exeter","","","","night_weekend","","","","","","","","","plymouth_bank_holidays","","night_weekend","plymouth_twilight","","","","","","","","","","weekend_torbay","","","","","","","","","","weekend_truro","","","",""
+"Week 6 Day Sat","night_weekend","","","","weekend_exeter","","","","night_weekend","weekend_plymouth1","","weekend_plymouth2","","","","","","","","night_weekend","","","","","","","","","","","weekend_torbay","","","","","","","","","","weekend_truro","","","",""
+"Week 6 Day Sun","night_weekend","","","","weekend_exeter","","","","night_weekend","weekend_plymouth1","","weekend_plymouth2","","","","","","","","night_weekend","","","","","","","","","","","weekend_torbay","","","","","","","","","","weekend_truro","","","",""
+"Week 7 Day Mon","","","","","","exeter_twilight","","","","","night_weekday","","","","","","plymouth_twilight","","","","","","plymouth_bank_holidays","","","","torbay_twilight","","","night_weekday","","","","","","","truro_twilight","","","","","","night_weekday","",""
+"Week 7 Day Tue","","","","exeter_twilight","","","","","","","night_weekday","","","","","","","","","","plymouth_twilight","","","","","","torbay_twilight","","","night_weekday","","","","","","truro_twilight","","","","","","","night_weekday","",""
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diff --git a/rota.csv b/rota.csv
index 9953c6e..b0f9468 100644
--- a/rota.csv
+++ b/rota.csv
@@ -1,95 +1,186 @@
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+"Week 21 Day Fri","","night_weekend","","weekend_exeter","","","","","","","","","","","","","night_weekend","","","plymouth_twilight","","","","","","","","","","","","weekend_torbay","","","","","","","","","","night_weekend","","weekend_truro",""
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+"Week 22 Day Fri","","","","","","weekend_exeter","","","night_weekend","","night_weekend","","","","","","","","","","plymouth_twilight","","","","","","","","","","night_weekend","","weekend_torbay","","","","","weekend_truro","","","","","","",""
+"Week 22 Day Sat","","","","","","weekend_exeter","","","night_weekend","weekend_plymouth1","night_weekend","","","","","weekend_plymouth2","","","","","","","","","","","","","","","night_weekend","","weekend_torbay","","","","","weekend_truro","","","","","","",""
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+"Week 23 Day Mon","","exeter_twilight","night_weekday","","","","","","","","","night_weekday","plymouth_twilight","","","","","","night_weekday","","","","","","","torbay_twilight","","","","","","","","","","","","","truro_twilight","","","","","",""
+"Week 23 Day Tue","","","night_weekday","","","","","exeter_twilight","","","","night_weekday","plymouth_twilight","","","","","","night_weekday","","","","","","","","","","","","","","","","torbay_twilight","","","","","","","","","","truro_twilight"
+"Week 23 Day Wed","","","night_weekday","","","","","","exeter_twilight","plymouth_twilight","","night_weekday","","","","","","","night_weekday","","","","","","","torbay_twilight","","","","","","","","","","","","","","","","truro_twilight","","",""
+"Week 23 Day Thu","","","night_weekday","","","","","exeter_twilight","","","","night_weekday","","","","","","","night_weekday","","","","plymouth_twilight","","","","","","","","","","","","torbay_twilight","","","","","","truro_twilight","","","",""
+"Week 23 Day Fri","","","","weekend_exeter","","","","","","","","","","","","","","","","","night_weekend","","","plymouth_twilight","","","","weekend_torbay","","night_weekend","","","","","","night_weekend","","","","weekend_truro","","","","",""
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+"Week 25 Day Tue","","","","exeter_twilight","","","night_weekday","","","","","","plymouth_twilight","night_weekday","","","","","","","","","","","","","","","","","","torbay_twilight","","","","night_weekday","truro_twilight","","","","","","","",""
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+"Week 25 Day Thu","","exeter_twilight","","","","","night_weekday","","","","","","plymouth_twilight","night_weekday","","","","","","","","","","","","","torbay_twilight","","","","","","","","","night_weekday","","","","","","truro_twilight","","",""
+"Week 25 Day Fri","","","","","","","","weekend_exeter","","","","","","","","","","","","","","night_weekend","","plymouth_twilight","","","","","night_weekend","","","weekend_torbay","","","","","","night_weekend","","","","","","","weekend_truro"
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+"Week 26 Day Mon","","","","exeter_twilight","","","","","","","","","","","night_weekday","","","night_weekday","","","plymouth_bank_holidays","","night_weekday","plymouth_twilight","","","","","","torbay_twilight","","","","","","","truro_twilight","","","","","","","",""
+"Week 26 Day Tue","","","","","exeter_twilight","","","","","","","","","plymouth_twilight","night_weekday","","","night_weekday","","","","","night_weekday","","","","","","","torbay_twilight","","","","","","","","","","","truro_twilight","","","",""
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+"Week 26 Day Thu","","","","","","","","","exeter_twilight","","plymouth_twilight","","","","night_weekday","","","night_weekday","","","","","night_weekday","","","","","","","torbay_twilight","","","","","","","","","","","","","","","truro_twilight"
+"Week 26 Day Fri","","","","night_weekend","","","weekend_exeter","","","","","","plymouth_twilight","","","","","","","","night_weekend","","","","","weekend_torbay","","","","","","","","","","weekend_truro","","","","night_weekend","","","","",""
+"Week 26 Day Sat","","","","night_weekend","","","weekend_exeter","","","","","","","weekend_plymouth2","","weekend_plymouth1","","","","","night_weekend","","","","","weekend_torbay","","","","","","","","","","weekend_truro","","","","night_weekend","","","","",""
+"Week 26 Day Sun","","","","night_weekend","","","weekend_exeter","","","","","","","weekend_plymouth2","","weekend_plymouth1","","","","","night_weekend","","","","","weekend_torbay","","","","","","","","","","weekend_truro","","","","night_weekend","","","","",""
diff --git a/rota.ipynb b/rota.ipynb
index 9c103af..ed27b40 100644
--- a/rota.ipynb
+++ b/rota.ipynb
@@ -139,7 +139,7 @@
     }
    ],
    "source": [
-    "Rota.build_shifts_and_workers()\n",
+    "Rota.build_workers()\n",
     "print(Rota.sites)\n",
     "Rota.build_model()"
    ]
diff --git a/run.py b/run.py
index 3a43b59..1eeb3ff 100644
--- a/run.py
+++ b/run.py
@@ -1,452 +1,372 @@
 from pyomo.environ import *
 from pyomo.opt import SolverFactory
+from pyomo.opt.results import SolverStatus
+
+
 from shifts import SingleShift, RotaBuilder, RotaResults, days
 from workers import Worker
 
-from copy import deepcopy
-
-import math
-
-import scipy.stats as stats
-
-import statistics
-
 import datetime
-import itertools
-import operator
+
+import sys
+import os
 
 use_neos = False
+use_cplex = False
+solve = True
 
-weeks_to_rota = 52
+weeks_to_rota = 26
 
-sites = ("truro", "exeter", "torquay", "barnstaple", "plymouth")
+time_to_run = 258500
+# allow = 5000
+ratio = 0.001
 
-Rota = RotaBuilder(datetime.date(2020, 9, 7),
-                   weeks_to_rota=weeks_to_rota,
-                   balance_offset_modifier=1,
-                   max_weekend_frequency=2,
-                   max_night_frequency=2)
+use_live_rota = False
+suspend_on_finish = True
 
-rota_collections = {
-    "current": deepcopy(Rota),
-    # "extended proc nights only": deepcopy(Rota),
-    # "no weekends": deepcopy(Rota),
-    # "no twighlights": deepcopy(Rota),
-    # "no nights": deepcopy(Rota),
-    # "nights + proc twighlights3 + normal weekends": deepcopy(Rota),
-    # "nights + proc twighlights4 + normal weekends": deepcopy(Rota),
-    # "nights + proc twighlights + proc weekends": deepcopy(Rota),
-}
 
-rota_collections['current'].add_shifts(
-    SingleShift(("exeter", ), "exeter_twilight", 12.5, days[:5]),
-    SingleShift(("truro", ), "truro_twilight", 12.5, days[:5]),
-    SingleShift(("torquay", ), "torquay_twilight", 12.5, days[:5]),
-    SingleShift(("plymouth", ), "plymouth_twilight", 12.5, days[:5]),
-    SingleShift(("exeter", ),
-                "weekend_exeter",
-                12.5,
-                days[5:],
-                assign_as_block=True),
-    SingleShift(("truro", ),
-                "weekend_truro",
-                12.5,
-                days[5:],
-                assign_as_block=True),
-    SingleShift(("torquay", ),
-                "weekend_torquay",
-                12.5,
-                days[5:],
-                assign_as_block=True),
-    SingleShift(("plymouth", ),
-                "weekend_plymouth",
-                8,
-                days[5:],
-                workers_required=2,
-                assign_as_block=True),
-    SingleShift((sites),
-                "night_weekday",
-                12.25,
-                days[:4],
-                balance_offset=5,
-                balance_weighting=1,
-                workers_required=3,
-                force_as_block=False,
-                rota_on_nwds=True,
-                constraints=["night"]),
-    SingleShift((sites),
-                "night_weekend",
-                12.25,
-                days[4:],
-                balance_offset=4,
-                balance_weighting=1,
-                workers_required=3,
-                force_as_block=False,
-                rota_on_nwds=True,
-                constraints=["night"]),
+sites = ("truro", "exeter", "torbay", "barnstaple", "plymouth", "proc", "truro no proc")
+
+Rota = RotaBuilder(
+    # datetime.date(2022, 6, 6),
+    datetime.date(2022, 3, 7),
+    # Rota = RotaBuilder(datetime.date(2021, 12, 6),
+    # Rota = RotaBuilder(datetime.date(2021, 11, 8),
+    weeks_to_rota=weeks_to_rota,
+    balance_offset_modifier=1,
+    max_weekend_frequency=2,
+    max_night_frequency=2,
+    use_shift_balance_extra=True,
+    use_bank_holiday_extra=True,
 )
 
-# rota_collections['extended proc nights only'].add_shifts(
-#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
-#     SingleShift((sites),
-#                 "night_weekday",
-#                 13,
-#                 days[:4],
-#                 balance_offset=5,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-#     SingleShift((sites),
-#                 "night_weekend",
-#                 13,
-#                 days[4:],
-#                 balance_offset=4,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-# )
+Rota.constraint_options["limit_to_1_st2_on_nights"] = True
+Rota.constraint_options["ensure_1_st4_plus_on_nights"] = True
+Rota.constraint_options["balance_nights"] = True
+Rota.constraint_options["constrain_time_off_after_nights"] = True
+Rota.constraint_options["balance_nights_across_sites"] = True
+Rota.constraint_options["balance_blocks"] = True
+Rota.constraint_options["balance_weekends"] = True
+Rota.constraint_options["balance_shifts"] = True
+Rota.constraint_options["balance_bank_holidays"] = True
+Rota.constraint_options["avoid_st2_first_month"] = False
+Rota.constraint_options["hard_constrain_pair_separation"] = True
+Rota.constraint_options["max_weekends"] = 7
+Rota.constraint_options["prevent_monday_and_tuesday_after_full_weekends"] = [
+    "truro",
+    "torbay",
+    "exeter",
+    "plymouth",
+    "plymouth no proc",
+    "truro no proc",
+]
+Rota.constraint_options["prevent_monday_after_full_weekends"] = [
+    "plymouth",
+    "plymouth no proc",
+]
+Rota.constraint_options["prevent_fridays_before_full_weekends"] = [
+    "plymouth",
+    "plymouth no proc",
+]
+Rota.constraint_options["prevent_thursdays_before_full_weekends"] = [
+    "truro",
+    "torbay",
+    "exeter",
+    "truro no proc",
+]
 
-# rota_collections['no weekends'].add_shifts(
-#     SingleShift(("exeter", ), "exeter_twilight", 12.5, days[:5]),
-#     SingleShift(("truro", ), "truro_twilight", 12.5, days[:5]),
-#     SingleShift(("torquay", ), "torquay_twilight", 12.5, days[:5]),
-#     SingleShift(("plymouth", ), "plymouth_twilight", 12.5, days[:5]),
-#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
-#     SingleShift((sites),
-#                 "night_weekday",
-#                 13,
-#                 days[:4],
-#                 balance_offset=5,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-#     SingleShift((sites),
-#                 "night_weekend",
-#                 13,
-#                 days[4:],
-#                 balance_offset=4,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-# )
-
-# rota_collections['no twighlights'].add_shifts(
-#     SingleShift(("exeter", ),
-#                 "weekend_exeter",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("truro", ),
-#                 "weekend_truro",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("torquay", ),
-#                 "weekend_torquay",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("plymouth", ),
-#                 "weekend_plymouth",
-#                 8,
-#                 days[5:],
-#                 workers_required=2,
-#                 assign_as_block=True),
-#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
-#     SingleShift((sites),
-#                 "night_weekday",
-#                 13,
-#                 days[:4],
-#                 balance_offset=5,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-#     SingleShift((sites),
-#                 "night_weekend",
-#                 13,
-#                 days[4:],
-#                 balance_offset=4,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-# )
-
-# rota_collections['no nights'].add_shifts(
-#     SingleShift(("exeter", ), "exeter_twilight", 12.5, days[:5]),
-#     SingleShift(("truro", ), "truro_twilight", 12.5, days[:5]),
-#     SingleShift(("torquay", ), "torquay_twilight", 12.5, days[:5]),
-#     SingleShift(("plymouth", ), "plymouth_twilight", 12.5, days[:5]),
-#     SingleShift(("exeter", ),
-#                 "weekend_exeter",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("truro", ),
-#                 "weekend_truro",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("torquay", ),
-#                 "weekend_torquay",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("plymouth", ),
-#                 "weekend_plymouth",
-#                 8,
-#                 days[5:],
-#                 workers_required=2,
-#                 assign_as_block=True),
-#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
-# )
-
-# rota_collections['nights + proc twighlights4 + normal weekends'].add_shifts(
-#     SingleShift((sites), "proc_twilight", 12.5, days[:5], workers_required=4),
-#     SingleShift(("exeter", ),
-#                 "weekend_exeter",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("truro", ),
-#                 "weekend_truro",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("torquay", ),
-#                 "weekend_torquay",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("plymouth", ),
-#                 "weekend_plymouth",
-#                 8,
-#                 days[5:],
-#                 workers_required=2,
-#                 assign_as_block=True),
-#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
-#     SingleShift((sites),
-#                 "night_weekday",
-#                 12.25,
-#                 days[:4],
-#                 balance_offset=5,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-#     SingleShift((sites),
-#                 "night_weekend",
-#                 12.25,
-#                 days[4:],
-#                 balance_offset=4,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-# )
-
-# rota_collections['nights + proc twighlights3 + normal weekends'].add_shifts(
-#     SingleShift((sites), "proc_twilight", 12.5, days[:5], workers_required=3),
-#     SingleShift(("exeter", ),
-#                 "weekend_exeter",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("truro", ),
-#                 "weekend_truro",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("torquay", ),
-#                 "weekend_torquay",
-#                 12.5,
-#                 days[5:],
-#                 assign_as_block=True),
-#     SingleShift(("plymouth", ),
-#                 "weekend_plymouth",
-#                 8,
-#                 days[5:],
-#                 workers_required=2,
-#                 assign_as_block=True),
-#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
-#     SingleShift((sites),
-#                 "night_weekday",
-#                 12.25,
-#                 days[:4],
-#                 balance_offset=5,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-#     SingleShift((sites),
-#                 "night_weekend",
-#                 12.25,
-#                 days[4:],
-#                 balance_offset=4,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-# )
-
-# rota_collections['nights + proc twighlights + proc weekends'].add_shifts(
-#     SingleShift((sites), "proc_twilight", 12.5, days[:5], workers_required=3),
-#     SingleShift((sites), "proc_weekends", 12.5, days[5:], workers_required=3),
-#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
-#     SingleShift((sites),
-#                 "night_weekday",
-#                 12.25,
-#                 days[:4],
-#                 balance_offset=5,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-#     SingleShift((sites),
-#                 "night_weekend",
-#                 12.25,
-#                 days[4:],
-#                 balance_offset=4,
-#                 balance_weighting=1,
-#                 workers_required=3,
-#                 force_as_block=False,
-#                 rota_on_nwds=True,
-#                 constraints=["night"]),
-# )
+Rota.add_shifts(
+    SingleShift(
+        ("exeter",),
+        "exeter_twilight",
+        12.5,
+        days[:4],
+        balance_offset=3,
+        constraints=["max_2_shifts_per_week"],
+    ),
+    SingleShift(
+        ("truro", "truro no proc"), "truro_twilight", 12.5, days[:4], balance_offset=3
+    ),
+    SingleShift(
+        ("torbay", "torbay twilights"),
+        "torbay_twilight",
+        12.5,
+        days[:4],
+        balance_offset=5,
+        assign_as_block=True,
+    ),
+    SingleShift(
+        ("plymouth", "plymouth_twilights"),
+        "plymouth_twilight",
+        12.5,
+        days[:5],
+        balance_offset=3,
+        workers_required=1,
+        constraints=["max_2_shifts_per_week"],
+    ),
+    SingleShift(
+        ("exeter",),
+        "weekend_exeter",
+        12.5,
+        days[4:],
+        balance_offset=4,
+        rota_on_nwds=True,
+        force_as_block=True,
+    ),
+    SingleShift(
+        ("truro", "truro no proc"),
+        "weekend_truro",
+        12.5,
+        days[4:],
+        balance_offset=4,
+        rota_on_nwds=True,
+        force_as_block=True,
+        # force_as_block_unless_nwd=True
+    ),
+    SingleShift(
+        ("torbay",),
+        "weekend_torbay",
+        12.5,
+        days[4:],
+        balance_offset=4,
+        rota_on_nwds=True,
+        force_as_block=True,
+        # force_as_block_unless_nwd=True
+    ),
+    SingleShift(
+        ("plymouth",),
+        "weekend_plymouth1",
+        8,
+        days[5:],
+        balance_offset=4,
+        workers_required=1,
+        rota_on_nwds=True,
+        force_as_block=True,
+    ),
+    SingleShift(
+        ("plymouth",),
+        "weekend_plymouth2",
+        8,
+        days[5:],
+        balance_offset=4,
+        workers_required=1,
+        rota_on_nwds=True,
+        force_as_block=True,
+    ),
+    SingleShift(
+        ("plymouth", "plymouth_twilights"),
+        "plymouth_bank_holidays",
+        8,
+        days[5:],
+        balance_offset=2,
+        workers_required=1,
+        rota_on_nwds=True,
+        force_as_block=False,
+        bank_holidays_only=True,
+    ),
+    SingleShift(
+        (sites[:-1]),
+        "night_weekday",
+        12.25,
+        days[:4],
+        balance_offset=4.9,
+        balance_weighting=1,
+        # hard_constrain_shift=False,
+        workers_required=3,
+        force_as_block=False,
+        rota_on_nwds=True,
+        constraints=["night"],
+    ),
+    SingleShift(
+        (sites[:-1]),
+        "night_weekend",
+        12.25,
+        days[4:],
+        balance_offset=3.9,
+        balance_weighting=1,
+        # hard_constrain_shift=False,
+        workers_required=3,
+        force_as_block=False,
+        rota_on_nwds=True,
+        constraints=["night"],
+    ),
+)
 
+use_test_workers = False
 
 load_leave = True
+Rota.build_shifts()
 
 if load_leave:
     import leave
 
-    leave = leave.load_leave()
+    workers = leave.load_leave(Rota, use_live_rota)
+
 
 # Import trainee data
-import csv
-
-with open('trainees.csv', newline='') as f:
-    reader = csv.reader(f, delimiter=',', quotechar='|')
-    next(reader)  # skip header
-
+if use_test_workers:
+    # Rota.add_workers([
+    #     Worker(Rota,
+    #            i,
+    #            "Truro {}".format(i),
+    #            "truro",
+    #            3,
+    #            nwd=['Fri', "Sat", "Sun"]) for i in range(1, 2)
+    # ])
+    Rota.add_workers(
+        [
+            Worker(
+                Rota,
+                "Truro {}".format(i),
+                "truro",
+                4,
+                id=i,
+            )
+            for i in range(1, 9)
+        ]
+    )
+    Rota.add_workers(
+        [Worker(Rota, i, "Plym {}".format(i), "plymouth", 4, 50) for i in range(9, 17)]
+    )
+    Rota.add_workers(
+        [
+            Worker(
+                Rota, i, "Plym {}".format(i), "plymouth", 4, 80, end_date="2020/10/05"
+            )
+            for i in range(17, 19)
+        ]
+    )
+else:
     n = 0
-    for row in reader:
+    for worker in workers:
         n = n + 1
-        #print(row)
-        name, site, grade, fte, nwd, end_date, oop, extra = row
+        worker_name = worker
+        w = workers[worker]
+        site = w["site"]
+        grade = w["grade"]
+        fte = w["fte"]
+        nwd = w["nwd"]
+        end_date = w["end_date"]
+        oop = w["oop"]
+        grade = w["grade"]
+        pair = w["pair"]
+        # name, site, grade, fte, nwd, end_date, oop, twi, twi_we, night, night_we, pw1, pw2, extra = row
 
         # Ignore trainees if fte == 0 (what are they doing here anyway)
-        if fte == "0":
+        if fte == 0 or fte == "0" or fte == "":
             continue
 
-        nwds = nwd.split("/") if nwd else None
+        nwds = None
+        if nwd:
+            nwds = []
+            for i in nwd.split(","):
+                nwd_start_date = Rota.start_date
+                nwd_end_date = Rota.rota_end_date
+
+                if "[" in i:
+                    a, b = i.split("[")[1][:-1].split("-")
+                    nwd_start_date = datetime.datetime.strptime(a, "%d/%m/%y").date()
+                    nwd_end_date = datetime.datetime.strptime(b, "%d/%m/%y").date()
+
+                nwds.append(
+                    (
+                        i.split("[")[0].strip()[:3].capitalize(),
+                        nwd_start_date,
+                        nwd_end_date,
+                    )
+                )
+        # nwds = [i.strip()[:3].capitalize() for i in nwd.split("/")] if nwd else None
         end_date = end_date if end_date else None
         oop = oop.split("-") if oop else None
 
+        previous_shifts = {}
+        # if twi:
+        #    worked = twi.split(" ")[0]
+        #    allocated = twi.split(" ")[1][1:-1]
+        #    previous_shifts["{}_twilight".format(site.lower())] = (worked, allocated)
+        # if twi_we:
+        #    worked = twi_we.split(" ")[0]
+        #    allocated = twi_we.split(" ")[1][1:-1]
+        #    previous_shifts["weekend_{}".format(site.lower())] = (worked, allocated)
+        # if night:
+        #    worked = night.split(" ")[0]
+        #    allocated = night.split(" ")[1][1:-1]
+        #    previous_shifts["night_weekday".format(site.lower())] = (worked, allocated)
+        # if night_we:
+        #    worked = night_we.split(" ")[0]
+        #    allocated = night_we.split(" ")[1][1:-1]
+        #    previous_shifts["night_weekend".format(site.lower())] = (worked, allocated)
+        # if pw1:
+        #    worked = pw1.split(" ")[0]
+        #    allocated = pw1.split(" ")[1][1:-1]
+        #    previous_shifts["weekend_plymouth1"] = (worked, allocated)
+        # if pw2:
+        #    worked = pw2.split(" ")[0]
+        #    allocated = pw2.split(" ")[1][1:-1]
+        #    previous_shifts["weekend_plymouth2"] = (worked, allocated)
 
-        if load_leave:
-            if name not in leave:
-                raise ValueError("{} not found it leave requests".format(name))
+        leave_requests = w["leave"]
+        work_requests = w["requests"]
+        site_pref = w["site_pref"]
 
-            leave_requests = [i[0] for i in leave[name] if i[0] != ""]
+        Rota.add_worker(
+            Worker(
+                Rota,
+                worker_name,
+                site.lower(),
+                int(grade[2]),
+                n,
+                int(fte),
+                nwds,
+                end_date,
+                oop,
+                not_available_to_work=leave_requests,
+                work_requests=work_requests,
+                proc_site=site_pref,
+                previous_shifts=previous_shifts,
+                pair=pair,
+                shift_balance_extra=w["shift_balance_extra"],
+                bank_holiday_extra=w["bank_holiday_extra"],
+            )
+        )
 
-        #print(nwds, end_date, oop)
-        for rot in rota_collections:
+print("Building model")
+Rota.build_workers()
 
-            Rota = rota_collections[rot]
-            Rota.add_worker(
-                Worker(Rota, n, name, site.lower(), int(grade[2]), int(fte),
-                       nwds, end_date, oop, not_available_to_work=leave_requests))
 
-with open("rotas.html", "w") as f:
-    f.write("""<html>
-        <head>
-        <link rel="stylesheet" type="text/css" href="timetable.css">
-        <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
-        <script src="timetable.js" defer></script>
-        </head>
-    <body>""")
+Rota.sites.add("plymouth_twilights")
 
-for rot in rota_collections:
-    print("Running rota: ", rot)
-    Rota = rota_collections[rot]
+Rota.build_model()
 
-    Rota.build_shifts_and_workers()
+print(Rota.get_worker_details())
 
-    print("-Building model")
-    Rota.build_model()
-    print("-Building model: complete")
+if not solve:
+    ResultsHolder = RotaResults(Rota)
+    ResultsHolder.export_rota_to_html()
+    sys.exit(0)
 
-    opt = SolverFactory('cbc')  # choose a solver
-    #opt = SolverFactory('ipopt')  # choose a solver
+solver_options = {"ratio": ratio, "seconds": time_to_run, "threads": 10}
 
-    if use_neos:
-        print("-Solving with neos")
-        solver_manager = SolverManagerFactory('neos')  # Solve in neos server
-        results = solver_manager.solve(Rota.model,
-                                       opt=opt,
-                                       logfile="{}.log".format(rot))
-    else:
-        print("-Solving with local cbc")
-        results = opt.solve(
-            Rota.model,
-            tee=True,
-            options={
-                "seconds": 10200,
-                "allow": 2000,
-            },
-            logfile="{}.log".format(rot)
-        )  # solve the model with the, options="seconds=60" selected solver
+Rota.solve_model(options=solver_options)
 
-    results.solver.status
+# print(Rota.get_worker_details())
 
-    ResultsHolder = RotaResults(Rota, results)
+# optimizer = SolverFactory('cbc')
+# result = optimizer.solve(prob,tee=True)
+# result.Solver.Status = SolverStatus.warning
+# prob.solutions.load_from(result)
 
-    week_table = ResultsHolder.get_work_table(
-    )  # list with the required workers
-    #worker_timetable = ResultsHolder.get_worker_timetable()
-    worker_timetable_brief = ResultsHolder.get_worker_timetable_brief(
-        show_prefs=False)
+ResultsHolder = RotaResults(Rota)
 
-    worker_shift_summary = ResultsHolder.get_shift_summary()
+worker_timetable_brief = ResultsHolder.get_worker_timetable_brief(
+    show_prefs=False, show_unavailable=False
+)
 
-    ResultsHolder.export_rota_to_csv("rotas/" + rot)
-    with open("rotas.html", "a") as f:
-        f.write("<hr>")
-        f.write("<h2>{}</h2>".format(rot))
-        #f.write("----------------------------")
-        f.write("\n\n")
+print(worker_timetable_brief)
 
-        for s in Rota.shifts:
-            f.write("<div id='{}-{}-shift-summary' class='shift-summary'>{}</div>".format(rot, s.name, s.get_shift_summary()))
-            f.write("\n")
-        f.write("\n\n")
 
-        f.write(ResultsHolder.get_worker_timetable_html(table_name=rot))
-        f.write("\n\n")
-        f.write("<pre class='worker-shift-summary'>{}</pre>".format(worker_shift_summary))
-        f.write("\n\n\n")
-    #workers_no_pref = ResultsHolder.get_no_preference(Rota.model.no_pref)  # list with the non-satisfied workers (work on Sat but not on Sun)
-    #worker_night_block = ResultsHolder.get_night_blocks()
-    #multi = ResultsHolder.get_multinight()
+ResultsHolder.export_rota_to_html()
+ResultsHolder.export_rota_to_csv("rota")
 
-    #break
-
-with open("rotas.html", "a") as f:
-    f.write("</body></html>")
\ No newline at end of file
+if suspend_on_finish:
+    os.system("systemctl suspend")
diff --git a/run2.py b/run2.py
new file mode 100644
index 0000000..f4559ce
--- /dev/null
+++ b/run2.py
@@ -0,0 +1,464 @@
+from pyomo.environ import *
+from pyomo.opt import SolverFactory
+from shifts import SingleShift, RotaBuilder, RotaResults, days
+from workers import Worker
+
+from copy import deepcopy
+
+import math
+
+import scipy.stats as stats
+
+import statistics
+
+import datetime
+import itertools
+import operator
+
+use_neos = False
+
+weeks_to_rota = 52
+
+sites = ("truro", "exeter", "torquay", "barnstaple", "plymouth")
+
+Rota = RotaBuilder(
+    datetime.date(2020, 9, 7),
+    weeks_to_rota=weeks_to_rota,
+    balance_offset_modifier=1,
+    max_weekend_frequency=2,
+    max_night_frequency=2,
+)
+
+rota_collections = {
+    "current": deepcopy(Rota),
+    # "extended proc nights only": deepcopy(Rota),
+    # "no weekends": deepcopy(Rota),
+    # "no twighlights": deepcopy(Rota),
+    # "no nights": deepcopy(Rota),
+    # "nights + proc twighlights3 + normal weekends": deepcopy(Rota),
+    # "nights + proc twighlights4 + normal weekends": deepcopy(Rota),
+    # "nights + proc twighlights + proc weekends": deepcopy(Rota),
+}
+
+rota_collections["current"].add_shifts(
+    SingleShift(("exeter",), "exeter_twilight", 12.5, days[:5]),
+    SingleShift(("truro",), "truro_twilight", 12.5, days[:5]),
+    SingleShift(("torquay",), "torquay_twilight", 12.5, days[:5]),
+    SingleShift(("plymouth",), "plymouth_twilight", 12.5, days[:5]),
+    SingleShift(("exeter",), "weekend_exeter", 12.5, days[5:], assign_as_block=True),
+    SingleShift(("truro",), "weekend_truro", 12.5, days[5:], assign_as_block=True),
+    SingleShift(("torquay",), "weekend_torquay", 12.5, days[5:], assign_as_block=True),
+    SingleShift(
+        ("plymouth",),
+        "weekend_plymouth",
+        8,
+        days[5:],
+        workers_required=2,
+        assign_as_block=True,
+    ),
+    SingleShift(
+        (sites),
+        "night_weekday",
+        12.25,
+        days[:4],
+        balance_offset=5,
+        balance_weighting=1,
+        workers_required=3,
+        force_as_block=False,
+        rota_on_nwds=True,
+        constraints=["night"],
+    ),
+    SingleShift(
+        (sites),
+        "night_weekend",
+        12.25,
+        days[4:],
+        balance_offset=4,
+        balance_weighting=1,
+        workers_required=3,
+        force_as_block=False,
+        rota_on_nwds=True,
+        constraints=["night"],
+    ),
+)
+
+# rota_collections['extended proc nights only'].add_shifts(
+#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
+#     SingleShift((sites),
+#                 "night_weekday",
+#                 13,
+#                 days[:4],
+#                 balance_offset=5,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+#     SingleShift((sites),
+#                 "night_weekend",
+#                 13,
+#                 days[4:],
+#                 balance_offset=4,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+# )
+
+# rota_collections['no weekends'].add_shifts(
+#     SingleShift(("exeter", ), "exeter_twilight", 12.5, days[:5]),
+#     SingleShift(("truro", ), "truro_twilight", 12.5, days[:5]),
+#     SingleShift(("torquay", ), "torquay_twilight", 12.5, days[:5]),
+#     SingleShift(("plymouth", ), "plymouth_twilight", 12.5, days[:5]),
+#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
+#     SingleShift((sites),
+#                 "night_weekday",
+#                 13,
+#                 days[:4],
+#                 balance_offset=5,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+#     SingleShift((sites),
+#                 "night_weekend",
+#                 13,
+#                 days[4:],
+#                 balance_offset=4,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+# )
+
+# rota_collections['no twighlights'].add_shifts(
+#     SingleShift(("exeter", ),
+#                 "weekend_exeter",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("truro", ),
+#                 "weekend_truro",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("torquay", ),
+#                 "weekend_torquay",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("plymouth", ),
+#                 "weekend_plymouth",
+#                 8,
+#                 days[5:],
+#                 workers_required=2,
+#                 assign_as_block=True),
+#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
+#     SingleShift((sites),
+#                 "night_weekday",
+#                 13,
+#                 days[:4],
+#                 balance_offset=5,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+#     SingleShift((sites),
+#                 "night_weekend",
+#                 13,
+#                 days[4:],
+#                 balance_offset=4,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+# )
+
+# rota_collections['no nights'].add_shifts(
+#     SingleShift(("exeter", ), "exeter_twilight", 12.5, days[:5]),
+#     SingleShift(("truro", ), "truro_twilight", 12.5, days[:5]),
+#     SingleShift(("torquay", ), "torquay_twilight", 12.5, days[:5]),
+#     SingleShift(("plymouth", ), "plymouth_twilight", 12.5, days[:5]),
+#     SingleShift(("exeter", ),
+#                 "weekend_exeter",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("truro", ),
+#                 "weekend_truro",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("torquay", ),
+#                 "weekend_torquay",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("plymouth", ),
+#                 "weekend_plymouth",
+#                 8,
+#                 days[5:],
+#                 workers_required=2,
+#                 assign_as_block=True),
+#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
+# )
+
+# rota_collections['nights + proc twighlights4 + normal weekends'].add_shifts(
+#     SingleShift((sites), "proc_twilight", 12.5, days[:5], workers_required=4),
+#     SingleShift(("exeter", ),
+#                 "weekend_exeter",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("truro", ),
+#                 "weekend_truro",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("torquay", ),
+#                 "weekend_torquay",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("plymouth", ),
+#                 "weekend_plymouth",
+#                 8,
+#                 days[5:],
+#                 workers_required=2,
+#                 assign_as_block=True),
+#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
+#     SingleShift((sites),
+#                 "night_weekday",
+#                 12.25,
+#                 days[:4],
+#                 balance_offset=5,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+#     SingleShift((sites),
+#                 "night_weekend",
+#                 12.25,
+#                 days[4:],
+#                 balance_offset=4,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+# )
+
+# rota_collections['nights + proc twighlights3 + normal weekends'].add_shifts(
+#     SingleShift((sites), "proc_twilight", 12.5, days[:5], workers_required=3),
+#     SingleShift(("exeter", ),
+#                 "weekend_exeter",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("truro", ),
+#                 "weekend_truro",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("torquay", ),
+#                 "weekend_torquay",
+#                 12.5,
+#                 days[5:],
+#                 assign_as_block=True),
+#     SingleShift(("plymouth", ),
+#                 "weekend_plymouth",
+#                 8,
+#                 days[5:],
+#                 workers_required=2,
+#                 assign_as_block=True),
+#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
+#     SingleShift((sites),
+#                 "night_weekday",
+#                 12.25,
+#                 days[:4],
+#                 balance_offset=5,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+#     SingleShift((sites),
+#                 "night_weekend",
+#                 12.25,
+#                 days[4:],
+#                 balance_offset=4,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+# )
+
+# rota_collections['nights + proc twighlights + proc weekends'].add_shifts(
+#     SingleShift((sites), "proc_twilight", 12.5, days[:5], workers_required=3),
+#     SingleShift((sites), "proc_weekends", 12.5, days[5:], workers_required=3),
+#     #SingleShift((sites), "night", 12.5, days, balance_weighting=1, workers_required=3, rota_on_nwds=True),
+#     SingleShift((sites),
+#                 "night_weekday",
+#                 12.25,
+#                 days[:4],
+#                 balance_offset=5,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+#     SingleShift((sites),
+#                 "night_weekend",
+#                 12.25,
+#                 days[4:],
+#                 balance_offset=4,
+#                 balance_weighting=1,
+#                 workers_required=3,
+#                 force_as_block=False,
+#                 rota_on_nwds=True,
+#                 constraints=["night"]),
+# )
+
+
+load_leave = True
+
+if load_leave:
+    import leave
+
+    leave = leave.load_leave()
+
+# Import trainee data
+import csv
+
+with open("trainees.csv", newline="") as f:
+    reader = csv.reader(f, delimiter=",", quotechar="|")
+    next(reader)  # skip header
+
+    n = 0
+    for row in reader:
+        n = n + 1
+        # print(row)
+        name, site, grade, fte, nwd, end_date, oop, extra = row
+
+        # Ignore trainees if fte == 0 (what are they doing here anyway)
+        if fte == "0":
+            continue
+
+        nwds = nwd.split("/") if nwd else None
+        end_date = end_date if end_date else None
+        oop = oop.split("-") if oop else None
+
+        if load_leave:
+            if name not in leave:
+                raise ValueError("{} not found it leave requests".format(name))
+
+            leave_requests = [i[0] for i in leave[name] if i[0] != ""]
+
+        # print(nwds, end_date, oop)
+        for rot in rota_collections:
+
+            Rota = rota_collections[rot]
+            Rota.add_worker(
+                Worker(
+                    Rota,
+                    n,
+                    name,
+                    site.lower(),
+                    int(grade[2]),
+                    int(fte),
+                    nwds,
+                    end_date,
+                    oop,
+                    not_available_to_work=leave_requests,
+                )
+            )
+
+with open("rotas.html", "w") as f:
+    f.write(
+        """<html>
+        <head>
+        <link rel="stylesheet" type="text/css" href="timetable.css">
+        <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
+        <script src="timetable.js" defer></script>
+        </head>
+    <body>"""
+    )
+
+for rot in rota_collections:
+    print("Running rota: ", rot)
+    Rota = rota_collections[rot]
+
+    Rota.build_workers()
+
+    print("-Building model")
+    Rota.build_model()
+    print("-Building model: complete")
+
+    opt = SolverFactory("cbc")  # choose a solver
+    # opt = SolverFactory('ipopt')  # choose a solver
+
+    if use_neos:
+        print("-Solving with neos")
+        solver_manager = SolverManagerFactory("neos")  # Solve in neos server
+        results = solver_manager.solve(
+            Rota.model, opt=opt, logfile="{}.log".format(rot)
+        )
+    else:
+        print("-Solving with local cbc")
+        results = opt.solve(
+            Rota.model,
+            tee=True,
+            options={
+                "seconds": 10200,
+                "allow": 2000,
+            },
+            logfile="{}.log".format(rot),
+        )  # solve the model with the, options="seconds=60" selected solver
+
+    results.solver.status
+
+    ResultsHolder = RotaResults(Rota, results)
+
+    week_table = ResultsHolder.get_work_table()  # list with the required workers
+    # worker_timetable = ResultsHolder.get_worker_timetable()
+    worker_timetable_brief = ResultsHolder.get_worker_timetable_brief(show_prefs=False)
+
+    worker_shift_summary = ResultsHolder.get_shift_summary()
+
+    ResultsHolder.export_rota_to_csv("rotas/" + rot)
+    with open("rotas.html", "a") as f:
+        f.write("<hr>")
+        f.write("<h2>{}</h2>".format(rot))
+        # f.write("----------------------------")
+        f.write("\n\n")
+
+        for s in Rota.shifts:
+            f.write(
+                "<div id='{}-{}-shift-summary' class='shift-summary'>{}</div>".format(
+                    rot, s.name, s.get_shift_summary()
+                )
+            )
+            f.write("\n")
+        f.write("\n\n")
+
+        f.write(ResultsHolder.get_worker_timetable_html(table_name=rot))
+        f.write("\n\n")
+        f.write(
+            "<pre class='worker-shift-summary'>{}</pre>".format(worker_shift_summary)
+        )
+        f.write("\n\n\n")
+    # workers_no_pref = ResultsHolder.get_no_preference(Rota.model.no_pref)  # list with the non-satisfied workers (work on Sat but not on Sun)
+    # worker_night_block = ResultsHolder.get_night_blocks()
+    # multi = ResultsHolder.get_multinight()
+
+    # break
+
+with open("rotas.html", "a") as f:
+    f.write("</body></html>")
diff --git a/test.py b/runfixnights.py
similarity index 95%
rename from test.py
rename to runfixnights.py
index 776d868..b85c533 100644
--- a/test.py
+++ b/runfixnights.py
@@ -17,9 +17,9 @@ solve = True
 
 weeks_to_rota = 26
 
-time_to_run = 258500
+time_to_run = 108500
 # allow = 5000
-ratio = 0.01
+ratio = 0.001
 
 use_live_rota = False
 suspend_on_finish = True
@@ -81,16 +81,18 @@ Rota.add_shifts(
         "exeter_twilight",
         12.5,
         days[:4],
-        balance_offset=1.5,
+        balance_offset=3,
         constraints=["max_2_shifts_per_week"],
     ),
-    SingleShift(("truro", "truro no proc"), "truro_twilight", 12.5, days[:4]),
+    SingleShift(
+        ("truro", "truro no proc"), "truro_twilight", 12.5, days[:4], balance_offset=3
+    ),
     SingleShift(
         ("torbay", "torbay twilights"),
         "torbay_twilight",
         12.5,
         days[:4],
-        balance_offset=4,
+        balance_offset=3,
         assign_as_block=True,
     ),
     SingleShift(
@@ -98,7 +100,7 @@ Rota.add_shifts(
         "plymouth_twilight",
         12.5,
         days[:5],
-        balance_offset=1.5,
+        balance_offset=3,
         workers_required=1,
         constraints=["max_2_shifts_per_week"],
     ),
@@ -107,7 +109,7 @@ Rota.add_shifts(
         "weekend_exeter",
         12.5,
         days[4:],
-        balance_offset=3.5,
+        balance_offset=4,
         rota_on_nwds=True,
         force_as_block=True,
     ),
@@ -116,7 +118,7 @@ Rota.add_shifts(
         "weekend_truro",
         12.5,
         days[4:],
-        balance_offset=3.5,
+        balance_offset=4,
         rota_on_nwds=True,
         force_as_block=True,
         # force_as_block_unless_nwd=True
@@ -126,7 +128,7 @@ Rota.add_shifts(
         "weekend_torbay",
         12.5,
         days[4:],
-        balance_offset=3.5,
+        balance_offset=4,
         rota_on_nwds=True,
         force_as_block=True,
         # force_as_block_unless_nwd=True
@@ -136,7 +138,7 @@ Rota.add_shifts(
         "weekend_plymouth1",
         8,
         days[5:],
-        balance_offset=2.5,
+        balance_offset=4,
         workers_required=1,
         rota_on_nwds=True,
         force_as_block=True,
@@ -146,7 +148,7 @@ Rota.add_shifts(
         "weekend_plymouth2",
         8,
         days[5:],
-        balance_offset=2.5,
+        balance_offset=4,
         workers_required=1,
         rota_on_nwds=True,
         force_as_block=True,
@@ -156,7 +158,7 @@ Rota.add_shifts(
         "plymouth_bank_holidays",
         8,
         days[5:],
-        balance_offset=1.5,
+        balance_offset=2,
         workers_required=1,
         rota_on_nwds=True,
         force_as_block=False,
@@ -167,7 +169,7 @@ Rota.add_shifts(
         "night_weekday",
         12.25,
         days[:4],
-        balance_offset=5,
+        balance_offset=4,
         balance_weighting=1,
         # hard_constrain_shift=False,
         workers_required=3,
@@ -180,7 +182,7 @@ Rota.add_shifts(
         "night_weekend",
         12.25,
         days[4:],
-        balance_offset=4,
+        balance_offset=3,
         balance_weighting=1,
         # hard_constrain_shift=False,
         workers_required=3,
@@ -329,7 +331,7 @@ else:
         )
 
 print("Building model")
-Rota.build_shifts_and_workers()
+Rota.build_workers()
 
 
 Rota.sites.add("plymouth_twilights")
@@ -363,8 +365,8 @@ worker_timetable_brief = ResultsHolder.get_worker_timetable_brief(
 print(worker_timetable_brief)
 
 
-ResultsHolder.export_rota_to_html()
-ResultsHolder.export_rota_to_csv("rota")
+ResultsHolder.export_rota_to_html("fixnights")
+ResultsHolder.export_rota_to_csv("fixnights")
 
 if suspend_on_finish:
     os.system("systemctl suspend")
diff --git a/shifts.py b/shifts.py
index bcf31f4..78d85cf 100644
--- a/shifts.py
+++ b/shifts.py
@@ -1,6 +1,6 @@
 import datetime
 import itertools
-from typing import List, Tuple
+from typing import Iterable, List, Sequence, Tuple
 
 import datetime
 
@@ -31,30 +31,37 @@ from govuk_bank_holidays.bank_holidays import BankHolidays
 
 bank_holidays = BankHolidays()
 bank_holiday_map = {}
-for bank_holiday in bank_holidays.get_holidays():
+for bank_holiday in bank_holidays.get_holidays(division="england-and-wales"):
     bank_holiday_map[bank_holiday["date"]] = bank_holiday["title"]
 
+SHIFT_BOUNDS = {
+    "bank_holiday": (0, 4),
+    "shift_count": (0, 400),
+    "night_shift_count": (0, 19),
+    "weekend_count": (0, 60),
+}
+
 
 class SingleShift(object):
     """Class to hold all details for a shift"""
 
     def __init__(
         self,
-        sites,
-        name,
-        length,
-        shift_days,
+        sites: Iterable[str],
+        name: str,
+        length: float,
+        shift_days: Sequence[str],
         # balance_by_site=True,
-        balance_offset=2,  # this could be generated dynamically
-        balance_weighting=1,
-        workers_required=1,
-        rota_on_nwds=False,
-        assign_as_block=False,
-        force_as_block=False,
-        force_as_block_unless_nwd=False,
-        hard_constrain_shift=True,
-        bank_holidays_only=False,
-        constraints=[],
+        balance_offset: float = 2,  # this could be generated dynamically
+        balance_weighting: float = 1,
+        workers_required: float = 1,
+        rota_on_nwds: bool = False,
+        assign_as_block: bool = False,
+        force_as_block: bool = False,
+        force_as_block_unless_nwd: bool = False,
+        hard_constrain_shift: bool = True,
+        bank_holidays_only: bool = False,
+        constraints: Iterable[str] = [],
     ):
         self.site = sites
         self.name = name
@@ -102,7 +109,7 @@ class RotaBuilder(object):
         balance_offset_modifier: int = 1,
         ltft_balance_offset: int = 1,
         max_night_frequency: int = 2,
-        max_weekend_frequency: int = 2,
+        max_weekend_frequency: int = 2,  # Requires balance weekends
         use_previous_shifts: bool = False,
         use_shift_balance_extra: bool = False,
         use_bank_holiday_extra: bool = False,
@@ -143,7 +150,7 @@ class RotaBuilder(object):
         self.workers = []
         self.worker_pairs = []
 
-        self.night_blocks = ["weekday", "weekend", "none"]
+        # self.night_blocks = ["weekday", "weekend", "none"]
 
         self.sites = None
 
@@ -164,9 +171,9 @@ class RotaBuilder(object):
             "balance_bank_holidays": True,
             "balance_blocks": True,
             "balance_shifts": True,
-            "minimise_shift_diffs": True,
+            "minimise_shift_diffs": False,  # less sophisticated version of balance_shifts
             "balance_weekends": True,
-            "max_weekends": False,
+            "max_weekends": 100,
             "max_shifts_per_week": 4,
             "max_shifts_per_month": 12,
             "prevent_monday_after_full_weekends": [],
@@ -188,13 +195,15 @@ class RotaBuilder(object):
 
         self.results = None
 
-    def solve_model(self, solver="cbc", use_neos=False, options={}):
+    def solve_model(
+        self, solver: str = "cbc", use_neos: bool = False, options: dict = {}
+    ):
         print("Setting up solver")
         self.opt = SolverFactory(solver)
 
         print("Solving")
         if use_neos:
-            solver_manager = SolverManagerFactory("neos")  # Solve in neos server
+            solver_manager = SolverManagerFactory("neos")  # Solve using neos server
             # results = solver_manager.solve(Rota.model, opt=opt, logfile="test.log")
             results = solver_manager.solve(
                 self.model, keepfiles=True, tee=True, opt=self.opt, logfile="test.log"
@@ -291,6 +300,7 @@ class RotaBuilder(object):
                 ((worker.id) for worker in self.workers),
                 within=NonNegativeIntegers,
                 initialize=0,
+                bounds=SHIFT_BOUNDS["bank_holiday"],
             )
             self.model.bank_holiday_count_w = Var(
                 ((worker.id) for worker in self.workers),
@@ -350,6 +360,7 @@ class RotaBuilder(object):
             ),
             domain=NonNegativeReals,
             initialize=0,
+            bounds=SHIFT_BOUNDS["shift_count"],
         )
 
         self.model.shift_count_diff = Var(
@@ -388,6 +399,7 @@ class RotaBuilder(object):
                 ((worker.id) for worker in self.workers),
                 domain=NonNegativeReals,
                 initialize=0,
+                bounds=SHIFT_BOUNDS["night_shift_count"],
             )
 
             self.model.night_shift_count_t1 = Var(
@@ -453,6 +465,7 @@ class RotaBuilder(object):
                 ((worker.id) for worker in self.workers),
                 domain=NonNegativeIntegers,
                 initialize=0,
+                bounds=SHIFT_BOUNDS["weekend_count"],
             )
 
             self.model.weekend_shift_count_t1 = Var(
@@ -554,7 +567,7 @@ class RotaBuilder(object):
             workers_required,
             site_required,
         ) in self.get_required_workers_and_site_combinations():
-            print(week, day, shift, workers_required, site_required)
+            # print(week, day, shift, workers_required, site_required)
             self.model.constraints.add(
                 workers_required
                 == sum(
@@ -564,14 +577,15 @@ class RotaBuilder(object):
                 )
             )
             # And it is not assigned if the worker is from the wrong site
-            self.model.constraints.add(
-                0
-                == sum(
-                    self.model.works[worker.id, week, day, shift]
-                    for worker in self.workers
-                    if worker.site not in site_required
+            if [worker for worker in self.workers if worker.site not in site_required]:
+                self.model.constraints.add(
+                    0
+                    == sum(
+                        self.model.works[worker.id, week, day, shift]
+                        for worker in self.workers
+                        if worker.site not in site_required
+                    )
                 )
-            )
             # # Ensure shifts are only assigned by workers from the allowed sites
             # self.model.constraints.add(0 == sum(
             #     self.model.works[worker.id, week, day, shift]
@@ -754,7 +768,6 @@ class RotaBuilder(object):
 
                             else:
                                 full_workers.append(w)
-                        print(shift.name, [n.name for n in nwd_workers])
 
                         if not nwd_workers:  # Just do the usual
                             self.model.constraints.add(
@@ -768,7 +781,6 @@ class RotaBuilder(object):
                             )
 
                         else:
-                            print(shift.name)
                             self.model.constraints.add(
                                 sum(
                                     self.model.blocks_worker_shift_assigned[
@@ -824,7 +836,7 @@ class RotaBuilder(object):
                 )
 
             for week_blocks in self.get_week_block_iterator(4):
-                # Prevent weekend shifts more than once every n weeks
+                # Prevent more than n number shifts per 4 weeks
                 self.model.constraints.add(
                     self.constraint_options["max_shifts_per_month"]
                     >= sum(
@@ -859,7 +871,7 @@ class RotaBuilder(object):
                     )
                 )
 
-            if self.constraint_options["max_weekends"]:
+            if self.constraint_options["max_weekends"] > -1:
                 self.model.constraints.add(
                     self.constraint_options["max_weekends"]
                     >= self.model.worker_weekend_count[worker.id]
@@ -957,25 +969,22 @@ class RotaBuilder(object):
             # t1-t2 is the target
             # As the objective is to minimise t1+t2 and t1 and t2 are positive reals
             # t1+t2 approximates the absolute target (which otherwise requires a quadratic solver)
+            # TODO: quadratic implementation so perfect solutions will be chosen
             if self.constraint_options["balance_shifts"]:
                 self.model.constraints.add(
                     self.model.shift_count_t1[worker.id]
                     - self.model.shift_count_t2[worker.id]
                     == sum(
-                        (
-                            self.model.shift_count_diff[worker.id, shift.name]
-                        )
+                        (self.model.shift_count_diff[worker.id, shift.name])
                         * shift.balance_weighting
                         for shift in self.get_shifts()
                     )
                 )
-            # if "night" not in shift.constraints))
 
             if self.constraint_options["balance_bank_holidays"]:
 
                 extra_bank_holiday = 0
                 if self.use_bank_holiday_extra:
-                    print(worker.name, worker.bank_holiday_extra)
                     extra_bank_holiday = worker.bank_holiday_extra
 
                 self.model.constraints.add(
@@ -1023,16 +1032,6 @@ class RotaBuilder(object):
                     for shift in self.get_shifts_with_constraint("night")
                 )
 
-                # min_shifts = night_shift_target_number - 20
-                # max_shifts = night_shift_target_number + 20
-
-                # self.model.constraints.add(
-                #     inequality(
-                #         min_shifts,
-                #         self.model.night_shift_count[worker.id],
-                #         max_shifts,
-                #     ))
-
                 self.model.constraints.add(
                     self.model.night_shift_count_t1[worker.id]
                     - self.model.night_shift_count_t2[worker.id]
@@ -1091,59 +1090,50 @@ class RotaBuilder(object):
 
                 worker.weekend_shift_target_number = weekend_shift_target_number
 
-                # min_shifts = weekend_shift_target_number - 20
-                # max_shifts = weekend_shift_target_number + 20
-
-                # self.model.constraints.add(
-                #     inequality(
-                #         min_shifts,
-                #         self.model.worker_weekend_count[worker.id],
-                #         max_shifts,
-                #     ))
-
-                self.model.constraints.add(
-                    self.model.weekend_shift_count_t1[worker.id]
-                    - self.model.weekend_shift_count_t2[worker.id]
-                    == self.model.worker_weekend_count[worker.id]
-                    - weekend_shift_target_number
-                )
-
-                xU = self.constraint_options["max_weekends"]
-
-                xL = 1
-                self.model.constraints.add(
-                    inequality(
-                        xL,
+                if weekend_shift_target_number > 0:
+                    self.model.constraints.add(
                         self.model.weekend_shift_count_t1[worker.id]
-                        + self.model.weekend_shift_count_t2[worker.id]
-                        + 1,
-                        xU,
+                        - self.model.weekend_shift_count_t2[worker.id]
+                        == self.model.worker_weekend_count[worker.id]
+                        - weekend_shift_target_number
                     )
-                )
 
-                self.model.constraints.add(
-                    self.model.weekend_shift_count_w[worker.id]
-                    >= xL
-                    * (
-                        self.model.weekend_shift_count_t1[worker.id]
-                        + self.model.weekend_shift_count_t2[worker.id]
-                        + 1
-                    )
-                    * 2
-                    - xL * xL
-                )
+                    xU = self.constraint_options["max_weekends"]
 
-                self.model.constraints.add(
-                    self.model.weekend_shift_count_w[worker.id]
-                    >= xU
-                    * (
-                        self.model.weekend_shift_count_t1[worker.id]
-                        + self.model.weekend_shift_count_t2[worker.id]
-                        + 1
+                    xL = 1
+                    self.model.constraints.add(
+                        inequality(
+                            xL,
+                            self.model.weekend_shift_count_t1[worker.id]
+                            + self.model.weekend_shift_count_t2[worker.id]
+                            + 1,
+                            xU,
+                        )
+                    )
+
+                    self.model.constraints.add(
+                        self.model.weekend_shift_count_w[worker.id]
+                        >= xL
+                        * (
+                            self.model.weekend_shift_count_t1[worker.id]
+                            + self.model.weekend_shift_count_t2[worker.id]
+                            + 1
+                        )
+                        * 2
+                        - xL * xL
+                    )
+
+                    self.model.constraints.add(
+                        self.model.weekend_shift_count_w[worker.id]
+                        >= xU
+                        * (
+                            self.model.weekend_shift_count_t1[worker.id]
+                            + self.model.weekend_shift_count_t2[worker.id]
+                            + 1
+                        )
+                        * 2
+                        - xU * xU
                     )
-                    * 2
-                    - xU * xU
-                )
 
             # Ensure worker is not allocated shifts on non working days
             if worker.nwd:
@@ -1176,6 +1166,7 @@ class RotaBuilder(object):
                             )
                         )
 
+            if self.constraint_options["balance_weekends"]:
                 for week_blocks in self.get_week_block_iterator(
                     self.max_weekend_frequency
                 ):
@@ -1660,7 +1651,7 @@ class RotaBuilder(object):
         # add objective function to the model. rule (pass function) or expr (pass expression directly)
         self.model.obj = Objective(rule=obj_rule, sense=minimize)
 
-    def add_worker(self, worker: Worker):
+    def add_worker(self, worker: Worker) -> None:
         """Add a worker to the rota
 
         Args:
@@ -1668,7 +1659,7 @@ class RotaBuilder(object):
         """
         self.workers.append(worker)
 
-    def add_workers(self, workers: List):
+    def add_workers(self, workers: List) -> None:
         """Add multiple worker to the rota
 
         Args:
@@ -1676,12 +1667,14 @@ class RotaBuilder(object):
         """
         self.workers.extend(workers)
 
-    def build_shifts_and_workers(self):
+    def build_workers(self) -> None:
         """Process loaded shifts and workers
 
         Must be called prior to attempting to solve
         """
         # self.build_shifts()
+        if not self.workers:
+            raise NoWorkers("Workers must be added prior to calling build_workers")
 
         self.workers = sorted(self.workers)
 
@@ -1703,7 +1696,7 @@ class RotaBuilder(object):
         for p in pairs:
             self.worker_pairs.append(tuple(pairs[p]))
 
-    def add_shift(self, shift):
+    def add_shift(self, shift) -> None:
         """Add a shift to the collection
 
         :param SingleShift shift: Shift object
@@ -1711,7 +1704,7 @@ class RotaBuilder(object):
         """
         self.shifts.append(shift)
 
-    def add_shifts(self, *shifts: SingleShift):
+    def add_shifts(self, *shifts: SingleShift) -> None:
         """Add multiple shifts
 
         Returns:
@@ -1719,7 +1712,7 @@ class RotaBuilder(object):
         """
         self.shifts.extend(shifts)
 
-    def get_shift_names_by_week_day(self, week, day: DayStr):
+    def get_shift_names_by_week_day(self, week, day: DayStr) -> Set():
         """Returns the shifts required for a specific day
 
         Returns:
@@ -1748,7 +1741,9 @@ class RotaBuilder(object):
         return self.shifts_by_name[name].length
 
     def build_shifts(self):
-        """ """
+        """
+        Process the added shifts
+        """
         self.shifts_by_name = {}
         self.shift_names = []  # type: List[ShiftName]
 
@@ -1874,8 +1869,9 @@ class RotaBuilder(object):
             list: two dimensional list containing weeks in blocks
         """
         blocks = []
-        for i in range(len(self.weeks)):
-            blocks.append(self.weeks[i : i + block_length])
+        for i in range(len(self.weeks) - block_length + 1):
+            block = self.weeks[i : i + block_length]
+            blocks.append(block)
         return blocks
 
     def get_required_workers_and_site_combinations(self):
@@ -1919,10 +1915,10 @@ class RotaBuilder(object):
         s.extend(self.shifts_to_force_as_blocks())
         return s
 
-    def get_workers_for_shift(self, shift):
+    def get_workers_for_shift(self, shift: SingleShift) -> List[Worker]:
         return [worker for worker in self.workers if worker.site in shift.site]
 
-    def get_workers_total_fte(self):
+    def get_workers_total_fte(self) -> float:
         return self.full_time_equivalent
 
     def get_worker_details(self):
@@ -1938,6 +1934,9 @@ class RotaBuilder(object):
         t = "\n".join(l)
         return f"Full time equivalent trainees by site:\n{t}"
 
+    def get_workers(self):
+        return self.workers
+
     def get_bank_holiday_week_days(self):
         return [
             (week, day)
@@ -1951,11 +1950,11 @@ class RotaResults(object):
         self.rota = rota
         # self.results = results
 
-    def export_rota_to_html(self, filename="rota"):
+    def export_rota_to_html(self, filename: str = "rota"):
         with open(f"{filename}.html", "w") as f:
             f.write(self.get_worker_timetable_html(True))
 
-    def export_rota_to_csv(self, filename="rota"):
+    def export_rota_to_csv(self, filename: str = "rota"):
         works = self.rota.model.works
         with open(f"{filename}.csv", "w", newline="") as f:
             wr = csv.writer(f, quoting=csv.QUOTE_ALL)
@@ -2179,17 +2178,15 @@ class RotaResults(object):
                 shift_count_dict[s] = c
                 shift_count = shift_count + f"{s}: {c}, "
 
-
             shift_diff_dict = {}
             for shift in self.rota.get_shifts():
                 diff = model.shift_count_diff[worker.id, shift.name].value
                 shift_diff_dict[shift.name] = diff
 
-
             worker_td = """<td title='Site: {site}' class='worker {site}' 
             data-nwds='{nwds}' data-site='{site}' data-worker='{name}' 
             data-fte='{fte}' data-fte_adj='{fte_adj}' data-end_date='{end_date}' 
-            data-worker-targets='{targets}' data-shift-counts='{shift_counts}' 
+            data-worker-targets='{targets}' data-shift-counts='{worker_shift_counts}' 
             data-weekend-target='{weekend_target}' 
             data-night-at-derriford='{nights_at_derriford}' 
             data-pair='{pair}'
@@ -2206,7 +2203,7 @@ class RotaResults(object):
                 fte_adj=worker.fte_adj,
                 end_date=worker.end_date,
                 targets=worker_targets,
-                shift_counts=json.dumps(shift_count_dict),
+                worker_shift_counts=json.dumps(shift_count_dict),
                 weekend_target=worker.weekend_shift_target_number,
                 nights_at_derriford=worker.night_at_derriford,
                 grade=worker.grade,
@@ -2293,7 +2290,9 @@ class RotaResults(object):
             html = f"""<html>
         <head>
         <link rel="stylesheet" type="text/css" href="timetable.css">
+        <link rel="stylesheet" type="text/css" href="https://code.jquery.com/ui/1.13.0/themes/base/jquery-ui.css">
         <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
+        <script src="https://code.jquery.com/ui/1.13.0/jquery-ui.min.js"></script>
         <script src="timetable.js" defer></script>
         </head>
             {html}</html>"""
@@ -2431,3 +2430,15 @@ class RotaResults(object):
             )
             
     """
+
+
+class NoActiveSites(Exception):
+    """Raised when there are no active sites"""
+
+    pass
+
+
+class NoWorkers(Exception):
+    """Raised when there are no active sites"""
+
+    pass
diff --git a/test_rota.py b/test_rota.py
new file mode 100644
index 0000000..47663f4
--- /dev/null
+++ b/test_rota.py
@@ -0,0 +1,167 @@
+from black import main
+import pytest
+from shifts import NoWorkers, RotaBuilder, RotaResults, SingleShift, days
+
+import datetime
+
+from workers import Worker
+
+
+class TestDemoRota:
+    # Set up rota
+    weeks_to_rota = 10
+    start_date = datetime.date(2022, 3, 7)
+
+    Rota = RotaBuilder(
+        start_date,
+        weeks_to_rota=weeks_to_rota,
+        balance_offset_modifier=1,
+        max_weekend_frequency=1,
+    )
+
+    Rota.constraint_options["max_shifts_per_week"] = 5
+    Rota.constraint_options["max_shifts_per_month"] = 31
+    Rota.constraint_options["ensure_derriford_reg_for_nights"] = False
+    Rota.constraint_options["limit_to_1_st2_on_nights"] = False
+    Rota.constraint_options["ensure_1_st4_plus_on_nights"] = False
+    Rota.constraint_options["constrain_time_off_after_nights"] = False
+    Rota.constraint_options["balance_nights_across_site"] = False
+    Rota.constraint_options["balance_shifts"] = True
+    Rota.constraint_options["balance_nights"] = False
+    Rota.constraint_options["minimise_shift_diffs"] = True
+    #Rota.constraint_options["balance_weekends"] = False
+
+    # Add a few workers
+    worker1 = Worker(Rota, "worker1", "group1", 1)
+    worker2 = Worker(Rota, "worker2", "group1", 1)
+    worker3 = Worker(Rota, "worker3", "group1", 1)
+    worker4 = Worker(Rota, "worker4", "group1", 1)
+    worker5 = Worker(Rota, "worker5", "group2", 1, fte=60)
+    worker6 = Worker(Rota, "worker6", "group2", 1, fte=40)
+
+    Rota.add_workers((worker1, worker2, worker3, worker4, worker5, worker6))
+
+    # Add a weekday and weekend shift
+    Rota.add_shifts(
+        SingleShift(
+            ("group1", "group2"),
+            "weekday",
+            12.5,
+            days[:5],
+            balance_offset=10,
+            workers_required=1,
+            # We use a different balance weighting for each shift as otherwise
+            # the shifts can be treated equally (and no target diff)
+            balance_weighting=0.5, 
+        ),
+        SingleShift(("group1",), "weekend", 12.5, days[5:], balance_offset=40,
+        #balance_weighting=0.5
+        ),
+    )
+
+    Rota.build_shifts()
+    Rota.build_workers()
+    Rota.build_model()
+
+    print(Rota.get_worker_details())
+
+    for w in Rota.get_workers():
+        print(w)
+        print(w.get_shift_targets())
+
+    solver_options = {"ratio": 0, "seconds": 1000, "threads": 10}
+
+    Rota.solve_model(options=solver_options)
+
+    # print(Rota.get_worker_details())
+
+    # optimizer = SolverFactory('cbc')
+    # result = optimizer.solve(prob,tee=True)
+    # result.Solver.Status = SolverStatus.warning
+    # prob.solutions.load_from(result)
+
+    ResultsHolder = RotaResults(Rota)
+
+
+    worker_timetable_brief = ResultsHolder.get_worker_timetable_brief(
+        show_prefs=False, show_unavailable=False
+    )
+
+    print(worker_timetable_brief)
+    ResultsHolder.export_rota_to_html("test")
+
+    def test_start_date(self):
+        assert self.Rota.start_date == self.start_date
+
+    def test_end_date(self):
+        assert self.Rota.rota_end_date == self.start_date + datetime.timedelta(
+            weeks=self.weeks_to_rota
+        )
+
+    def test_rota_workers_number(self):
+        assert len(self.Rota.workers) == 6
+
+    def test_rota_workers_total_fte(self):
+        assert self.Rota.get_workers_total_fte() == 500
+
+    def test_weekday_workers(self):
+        weekday_shift_workers = self.Rota.get_workers_for_shift(
+            self.Rota.get_shift_by_name("weekday")
+        )
+
+        for worker in weekday_shift_workers:
+            assert worker.proportion_rota_to_work == 1
+
+        assert len(weekday_shift_workers) == 6
+
+    def test_weekend_workers(self):
+        weekend_shift_workers = self.Rota.get_workers_for_shift(
+            self.Rota.get_shift_by_name("weekend")
+        )
+
+        for worker in weekend_shift_workers:
+            assert worker.proportion_rota_to_work == 1
+
+            # assert worker.get_shift_targets() == {}
+
+        assert len(weekend_shift_workers) == 4
+
+    def test_worker_shift_targets(self):
+        for worker in self.Rota.workers:
+            match worker.site:
+                case "group1":
+                    assert worker.proportion_rota_to_work == 1
+                    assert worker.get_shift_targets() == {"weekday": 10, "weekend": 5}
+                case "group2":
+                    assert worker.proportion_rota_to_work == 1
+
+                    match worker.fte:
+                        case 60:
+                            assert worker.get_shift_targets() == {"weekday": 6, "weekend": 0}
+                        case 40:
+                            assert worker.get_shift_targets() == {"weekday": 4, "weekend": 0}
+                        case _:
+                            assert 1 == 0
+                case _:
+                    assert 1 == 0
+
+    def test_rota_sites(self):
+        assert self.Rota.sites == {"group1", "group2"}
+
+
+class TestNoWorkerRota:
+    weeks_to_rota = 10
+    start_date = datetime.date(2022, 3, 7)
+
+    Rota = RotaBuilder(
+        start_date,
+        weeks_to_rota=weeks_to_rota,
+    )
+
+    def test_no_workers(self):
+        with pytest.raises(NoWorkers):
+            self.Rota.build_workers()
+
+
+if __name__ == "__main__":
+    t = TestDemoRota()
diff --git a/timetable.css b/timetable.css
index c58686c..db629d3 100644
--- a/timetable.css
+++ b/timetable.css
@@ -1,12 +1,12 @@
 html {
-    
+
     /* color: red; */
 }
 
 table {
     /* margin-top: 50px; */
     padding-top: 100px;
-    text-align:center;
+    text-align: center;
     /* table-layout : fixed; */
     /* width:150px */
     /* width: 200%; */
@@ -20,34 +20,38 @@ table {
 
 .table-div {
     /* overflow-x: auto; */
-  width: 80%;
-  overflow-x: scroll;
-  margin-left: 200px;
-  overflow-y: visible;
-  padding: 0;
+    width: 80%;
+    overflow-x: scroll;
+    margin-left: 200px;
+    overflow-y: visible;
+    padding: 0;
 }
 
 .table-div th {
-    text-align:center;
-    white-space:nowrap;
+    text-align: center;
+    white-space: nowrap;
     transform: rotate(90deg) translateX(-100px);
     position: sticky;
-    top:0;
+    top: 0;
 
 }
+
 .table-div th p {
-    margin:0 -100% ;
-    display:inline-block;
-}
-.table-div th p:before{
-    content:'';
-    width:0;
-    padding-top:110%;/* takes width as reference, + 10% for faking some extra padding */
-    display:inline-block;
-    vertical-align:middle;
+    margin: 0 -100%;
+    display: inline-block;
 }
 
-.table-div td, th {
+.table-div th p:before {
+    content: '';
+    width: 0;
+    padding-top: 110%;
+    /* takes width as reference, + 10% for faking some extra padding */
+    display: inline-block;
+    vertical-align: middle;
+}
+
+.table-div td,
+th {
     max-width: 10px;
     padding: 0px;
 }
@@ -60,7 +64,7 @@ table {
     background-color: lightblue;
 }
 
-.table-div tr:hover  .unavailable{
+.table-div tr:hover .unavailable {
 
     background-color: lightgray;
 }
@@ -89,18 +93,23 @@ table {
 .plymouth {
     color: #9169FF;
 }
+
 .exeter {
     color: #5F60E8;
 }
+
 .truro {
     color: #0074D9;
 }
+
 .torquay {
     color: #5FA8E8;
 }
+
 .unavailable {
     color: lightgray;
 }
+
 .shift-requested {
     color: green;
 }
@@ -108,41 +117,43 @@ table {
 .worker-summary {
     position: absolute;
     display: none;
-    overflow-x: visible; 
+    overflow-x: visible;
     width: 100%;
     text-align: left;
 }
+
 .site-summary {
-	display: inline-flex;
+    display: inline-flex;
 }
 
 .site-summary .site {
-	border: 1px solid black;
-	padding: 5px;
-	margin: 20px;
+    border: 1px solid black;
+    padding: 5px;
+    margin: 20px;
 }
 
 .site-name {
-	font-weight: bold;
+    font-weight: bold;
 }
 
 .worker-summary span {
-	min-width: 160px;
-	display: inline-flex;
+    min-width: 160px;
+    display: inline-flex;
 }
 
 .training-days-lost {
-	padding-top: 5px;
+    padding-top: 5px;
 }
 
 .tdl-settings {
     padding: 2px;
 }
 
-.table-div + pre {
+.table-div+pre {
     display: none;
 }
-.shift-breakdown-button + pre {
+
+.shift-breakdown-button+pre {
     display: none;
 }
 
@@ -154,20 +165,19 @@ table {
     color: brown;
 }
 
-.th {
+.th {}
 
-}
-
-.table-div th.worker, td.worker {
-  position: absolute;
-  width: 200px;
-  max-width: 200px;
-  left: 0;
-  top: auto;
-  border-top-width: 1px;
-  /*only relevant for first row*/
-  margin-top: -1px;
-  /*compensate for top border*/
+.table-div th.worker,
+td.worker {
+    position: absolute;
+    width: 200px;
+    max-width: 200px;
+    left: 0;
+    top: auto;
+    border-top-width: 1px;
+    /*only relevant for first row*/
+    margin-top: -1px;
+    /*compensate for top border*/
 }
 
 .hidden {
@@ -184,8 +194,8 @@ table {
 }
 
 [data-night-at-derriford="0"] {
-    border: 1px dotted orange ;
-  /* Attribute has this exact value */
+    border: 1px dotted orange;
+    /* Attribute has this exact value */
 }
 
 th.site-title {
@@ -194,7 +204,7 @@ th.site-title {
 
 .name {
     max-width: 90px;
-    display:inline-flex;
+    display: inline-flex;
     white-space: nowrap;
     overflow: hidden;
     /*text-overflow: ellipsis;*/
@@ -210,4 +220,8 @@ th.site-title {
 
 summary h2 {
     display: inline;
+}
+
+.derriford-night.shift-highlight {
+    background-color: yellow;
 }
\ No newline at end of file
diff --git a/timetable.js b/timetable.js
index df1109b..a919049 100644
--- a/timetable.js
+++ b/timetable.js
@@ -123,6 +123,7 @@ function generateExtra() {
                 "nwds": worker_td.attr("data-nwds"),
                 "fte": worker_td.attr("data-fte_adj"),
                 "end_date": worker_td.attr("data-end_date"),
+                "shift_diff": worker_td.attr("data-shift-diff"),
                 "shifts": shifts,
                 "shift_types": shifts_unique,
                 "weekends_worked": weekends_worked,
@@ -141,7 +142,16 @@ function generateExtra() {
 
             bank_holidays_worked = bank_holidays.length;
 
-            worker_td.after(`<div class='worker-summary auto-generated'><span>Total shifts: ${total_shifts}, </span><span>Weekends: ${weekends_worked}, </span><span>Bank holidays: ${bank_holidays_worked}, </span></div>`)
+            shift_diff = JSON.parse(worker_td.attr("data-shift-diff"));
+            summed_shift_diff = Object.values(shift_diff).reduce((a, b) => a + b);
+
+            worker_td.after(`<div class='worker-summary auto-generated'>
+            <span>Total shifts: ${total_shifts}, </span>
+            <span>Weekends: ${weekends_worked}, </span>
+            <span>Bank holidays: ${bank_holidays_worked}, </span>
+            <span>Summed shift diff: ${summed_shift_diff}, </span>
+            
+            </div>`)
 
         })
 
@@ -308,6 +318,10 @@ $("td").hover((e) => {
     }
     if (e.target.dataset.shift != undefined && e.target.dataset.shift.length > 0) {
         $(`td[data-shift=${e.target.dataset.shift}]`).addClass("shift-highlight")
+
+        if (e.target.dataset.shift.includes("night")) {
+            $(`td[data-night-at-derriford=1]`).siblings().addClass("derriford-night")
+        }
     }
 
 }, (e) => {
@@ -315,5 +329,28 @@ $("td").hover((e) => {
     //end hover
     $("td.pair-match").removeClass("pair-match")
     $("td.shift-highlight").removeClass("shift-highlight")
+    $("td.derriford-night").removeClass("derriford-night")
 
-})
\ No newline at end of file
+})
+
+$("#rota-table tr td:first-child").each((n, td) => {
+    $(td).click(() => {
+        viewWorker(td);
+    })
+})
+
+function viewWorker(worker) {
+    ds = worker.dataset;
+    dlg = $(`<div class='dialog' title='${ds.worker}'>
+    Site: ${ds.site}</br>
+    FTE: ${ds.fte} (${ds.fte_adj})</br>
+    End date: ${ds.end_date}
+    </div>`)
+    $("body").append(dlg)
+
+    dlg.dialog()
+
+
+    console.log(worker);
+
+}
\ No newline at end of file
diff --git a/workers.py b/workers.py
index 0759cbc..42d10d3 100644
--- a/workers.py
+++ b/workers.py
@@ -8,9 +8,9 @@ import uuid
 class Worker:
     def __init__(
         self,
-        Rota,
-        name,
-        site,
+        Rota,  # Aim to remove (workers should be independent of rotas)
+        name: str,
+        site: str,
         grade: int,
         id=None,
         fte: int = 100,
@@ -27,7 +27,7 @@ class Worker:
         pair: int = 0,
     ):
 
-        # We can either have a user generated ID 
+        # We can either have a user generated ID
         if id is not None:
             self.id = id
         else:
@@ -147,6 +147,7 @@ class Worker:
 
         # Calculate the proportion of the rota that is being worked
         self.proportion_rota_to_work = days_to_work / Rota.rota_days_length
+        self.days_to_work = days_to_work
 
         # We have to adjust the full time equivalent for people who CCT / leave the rota early
         self.fte_adj = self.fte * self.proportion_rota_to_work
@@ -156,7 +157,7 @@ class Worker:
 
         # print(self.name, self.nwd)
 
-    def __lt__(self, other):
+    def __lt__(self, other) -> bool:
         return (self.site, self.grade, self.fte_adj, self.name) < (
             other.site,
             other.grade,
@@ -164,7 +165,7 @@ class Worker:
             other.name,
         )
 
-    def __str__(self):
+    def __str__(self) -> str:
 
         nwd = ", ".join([str(i) for i in self.nwd]) if self.nwd is not None else ""
         return "{} {} [{}] PROC SITE:{} ({})".format(
@@ -175,8 +176,11 @@ class Worker:
             self.night_at_derriford,
         )
 
-    def get_details(self):
+    def get_details(self) -> str:
         return "{} {} {}".format(self.id, self.site[0], self.grade)
 
-    def get_full_details(self):
+    def get_full_details(self) -> str:
         return "{}/{}/{}".format(self.site, self.grade, self.name)
+
+    def get_shift_targets(self) -> dict:
+        return self.shift_target_number