From de213b348ad6c5a322a74e481362b19ca1827658 Mon Sep 17 00:00:00 2001
From: Braeden Sowinski <sowinskibraeden@gmail.com>
Date: Fri, 1 Apr 2022 22:07:26 -0700
Subject: [PATCH] v3 start

---
 .gitignore              |     2 +
 test/classes.json       | 14577 ++++++++++++++++++++++++++++++--------
 test/courses.py         |     2 +-
 test/generateCourses.py |    38 +
 test/mockStudents.py    |    20 +-
 test/test.py            |     3 +
 test/tinker.py          |   120 +-
 7 files changed, 11730 insertions(+), 3032 deletions(-)
 create mode 100644 test/generateCourses.py
 create mode 100644 test/test.py

diff --git a/.gitignore b/.gitignore
index 1394078..15b0b2b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -7,6 +7,8 @@
 # Test output
 /test/schedule.json
 /test/students.json
+/test/classes.json
+/test/realCourses.json
 
 # Sample Data
 /test/course_selection_data.csv
diff --git a/test/classes.json b/test/classes.json
index 39bfec6..331e409 100644
--- a/test/classes.json
+++ b/test/classes.json
@@ -1,2970 +1,11613 @@
 {
-  "Dance-1": {
-    "students": [
-      "Dee Hayslett",
-      "John Hospelhorn",
-      "Brett Israel",
-      "Nancy Ayala",
-      "Shante Rodriguez",
-      "Myron Velasquez",
-      "Cathy Perkins",
-      "Stacey Washington",
-      "Harry Filippini",
-      "Martha Brown",
-      "Rhonda Helms",
-      "Sharon Wolf",
-      "Sarah Carter",
-      "Brent Mcdonald",
-      "James Gray",
-      "Stephen Mauney",
-      "William Demby",
-      "Rosa Henderson",
-      "Karen Cardoza",
-      "Lyle Castano",
-      "Kenneth Morse",
-      "Marilyn Clark",
-      "Charles Davis",
-      "Jennifer Coyle",
-      "Allen Bergin",
-      "Laura Cremer",
-      "Michelle Bird",
-      "Kevin Jones",
-      "Elizabeth Armstrong",
-      "Sherrie Krok"
-    ],
-    "code": "DN"
-  },
-  "Dance-2": {
-    "students": [
-      "Rick Werth",
-      "Deborah Vega",
-      "Lynn Hoang",
-      "John Donald",
-      "Michael Ramos",
-      "Nellie Chappell",
-      "Michael Mcgowan",
-      "Billy Dent",
-      "Christopher Finley",
-      "Harold Schumann",
-      "Wilma Dreyer",
-      "Paula Anglemyer",
-      "Dorothy Johnson",
-      "Gabriela Herrington",
-      "James Nims",
-      "Caren Leggett",
-      "Theodore Werk",
-      "Irene Hopkins",
-      "Barry Daniels",
-      "Ronald Goodin",
-      "Theodora Sales",
-      "Chang Fenster",
-      "Buddy Hill",
-      "Carol Snyder",
-      "Craig Seney",
-      "James Cannon",
-      "Mary Hebert",
-      "Adrian Riggs",
-      "William Cain",
-      "Jason Mathis"
-    ],
-    "code": "DN"
-  },
-  "Dance-3": {
-    "students": [
-      "Kathryn Larosa",
-      "Grace Walls",
-      "Daniel Ramirez",
-      "Hattie Smith",
-      "Sheryl Knepper",
-      "Matilda Cameron",
-      "Fred Wilson",
-      "Byron Davenport",
-      "James Bottom",
-      "Roberto Reppe",
-      "Clinton Hayes",
-      "Robert Viera",
-      "Alice Jones",
-      "Kelli Johnson",
-      "Robin Barrett",
-      "Matthew Edgar",
-      "Michael Miller",
-      "Joel Niess",
-      "Troy Barcenas",
-      "Ruby Sees",
-      "Linda Brennan",
-      "Dawn Berthold",
-      "Mary Maxwell",
-      "Peter Crouch",
-      "Jerry Mills",
-      "Linda Hamilton",
-      "Judith Dockery",
-      "Donald Emerson",
-      "Benjamin Young",
-      "Francis Carroll"
-    ],
-    "code": "DN"
-  },
-  "Dance-4": {
-    "students": [
-      "Tom Feldkamp",
-      "Nestor Parenti",
-      "Opal Hood",
-      "Louise Walsh",
-      "Carmen Wingate",
-      "Constance Sanchez",
-      "Linda Blakeley",
-      "Deborah Dunn",
-      "Jerome Clark",
-      "Emma Herrera",
-      "Ethel Slaughter",
-      "John Moore",
-      "Nora Rollins",
-      "Leah Maddrey",
-      "Abigail Scalf",
-      "Daniel Lohman",
-      "Eugene Palmer",
-      "Charles Sarmiento",
-      "Michael Bollinger",
-      "Leah Scott",
-      "Michael Angel",
-      "Elsie Delatorre",
-      "John Keith"
-    ],
-    "code": "DN"
-  },
-  "Chemistry-1": {
-    "students": [
-      "Jason Thorne",
-      "Edwin Coffin",
-      "Raymond Marrs",
-      "Nancy Ayala",
-      "Shante Rodriguez",
-      "Cathy Perkins",
-      "Dolores Bechtel",
-      "James Sutton",
-      "Harry Filippini",
-      "Jarvis Griffin",
-      "Rhonda Helms",
-      "Martin Walker",
-      "Gary Salley",
-      "Pamela Thompson",
-      "James Cobbley",
-      "Sarah Carter",
-      "Sandra Nuttall",
-      "Geneva Mcclain",
-      "James Gray",
-      "Ricardo Wren",
-      "Raymond Stark",
-      "William Demby",
-      "Bruce Bourgeois",
-      "James Allen",
-      "Terry Mcleod",
-      "Steve Singleton",
-      "Daniel Murry",
-      "Matthew Bergeron",
-      "Arnold Mcgee",
-      "Dorothy Ternullo"
-    ],
-    "code": "SC-C"
-  },
-  "Chemistry-2": {
-    "students": [
-      "Angela Flenory",
-      "Sandra Bell",
-      "Thomas Richardson",
-      "William Hileman",
-      "Lawrence Kertesz",
-      "Lisa Pennington",
-      "Michael Mcgowan",
-      "Ronald Moffit",
-      "Grace Soloveichik",
-      "Emma Jennings",
-      "Larry Nicol",
-      "Frank Wright",
-      "Harold Schumann",
-      "Vera Redden",
-      "John Peralta",
-      "Joshua Conner",
-      "Ruby Hussein",
-      "Barry Daniels",
-      "Lisa Roman",
-      "Ronald Goodin",
-      "Alan Platt",
-      "Sabrina Santos",
-      "Chad Granthan",
-      "Angela Bouman",
-      "Carol Snyder",
-      "George Hines",
-      "Mary Hebert",
-      "William Cain",
-      "Joseph Garcia",
-      "Joe Tabor"
-    ],
-    "code": "SC-C"
-  },
-  "Chemistry-3": {
-    "students": [
-      "Fred Wilson",
-      "Byron Davenport",
-      "Rick Flynn",
-      "Frances Bryant",
-      "James Bottom",
-      "Paul Smothers",
-      "Richard Baker",
-      "Rosalie Smith",
-      "Virginia Dabney",
-      "Alice Jones",
-      "Lloyd Holt",
-      "Kelli Johnson",
-      "Robin Barrett",
-      "Matthew Edgar",
-      "Blanca Becker",
-      "Bruce George",
-      "Dawn Berthold",
-      "Nell Woolley",
-      "Enrique Jones",
-      "Robert Gillispie",
-      "Ellen Springer",
-      "Bridgette Welch",
-      "Vincent Trice",
-      "Anthony Norris",
-      "Jennifer Curtin",
-      "Francis Carroll",
-      "Catherine Robinson",
-      "Tom Feldkamp",
-      "Doris Garner",
-      "Opal Hood"
-    ],
-    "code": "SC-C"
-  },
-  "Chemistry-4": {
-    "students": [
-      "Ernesto Johnson",
-      "Jerry Carroll",
-      "Robert Donaldson",
-      "Emma Herrera",
-      "Jose Vaughn",
-      "Nora Rollins",
-      "Zachary Caison",
-      "Peggy Wendell",
-      "Daniel Lohman",
-      "Carol Higgins",
-      "Eugene Palmer",
-      "Malissa Thompson",
-      "Anna Weber",
-      "Jay Amato",
-      "Susan Sebek",
-      "Harry Priebe",
-      "Elsie Delatorre",
-      "John Keith"
-    ],
-    "code": "SC-C"
-  },
-  "English: Compisition-1": {
-    "students": [
-      "Jason Thorne",
-      "Edwin Coffin",
-      "Raymond Marrs",
-      "Pearl Mcmurry",
-      "Angela Brainard",
-      "James Sutton",
-      "Melissa Hillier",
-      "Jarvis Griffin",
-      "Paul Grimes",
-      "Barbara Toti",
-      "Gary Salley",
-      "Keith Acker",
-      "Sharon Wolf",
-      "Geneva Mcclain",
-      "Brent Mcdonald",
-      "Ricardo Wren",
-      "Patti Bain",
-      "Rosa Henderson",
-      "Karen Cardoza",
-      "James Allen",
-      "Donald Henry",
-      "Roger Chancellor",
-      "Terry Mcleod",
-      "Ariel Chandler",
-      "Arnold Mcgee",
-      "Charles Barboza",
-      "Sylvia Church",
-      "Sandra Bell",
-      "Barbara Burkhart",
-      "Nathan Goldstein"
-    ],
-    "code": "EN-C"
-  },
-  "English: Compisition-2": {
-    "students": [
-      "John Donald",
-      "Ella Marashio",
-      "William Hileman",
-      "Michael Ramos",
-      "Ronald Moffit",
-      "Frank Wright",
-      "Earline Charlot",
-      "Wilma Dreyer",
-      "Ronald Martin",
-      "Paula Anglemyer",
-      "Carol Gonzales",
-      "Harold Pedersen",
-      "Tina Arbuckle",
-      "Travis Chambliss",
-      "Mario Holland",
-      "John Peralta",
-      "Barry Daniels",
-      "Robert Munson",
-      "Sabrina Santos",
-      "Elizabeth Sanders",
-      "Robert Speroni",
-      "Scott Wade",
-      "Angela Bouman",
-      "Carol Snyder",
-      "John Fore",
-      "Earl Lorenzen",
-      "Joseph Garcia",
-      "Scott Hallowell",
-      "Carmella Burnett",
-      "Sheryl Knepper"
-    ],
-    "code": "EN-C"
-  },
-  "English: Compisition-3": {
-    "students": [
-      "Fred Wilson",
-      "Byron Davenport",
-      "Kenneth Jenkins",
-      "Rick Flynn",
-      "Ashley Lawson",
-      "Paul Smothers",
-      "Roberto Reppe",
-      "Virginia Dabney",
-      "Alice Jones",
-      "Katie Peebles",
-      "Jorge Olsson",
-      "Troy Barcenas",
-      "Dawn Berthold",
-      "Nell Woolley",
-      "Ann Morgan",
-      "Mary Maxwell",
-      "Peter Crouch",
-      "George Ruiz",
-      "Robert Gillispie",
-      "Joanne Pridgeon",
-      "Ellen Springer",
-      "Linda Hamilton",
-      "Vincent Trice",
-      "Anthony Norris",
-      "Nestor Parenti",
-      "Doris Garner",
-      "Jerry Carroll",
-      "Gail Harris",
-      "Jerome Clark",
-      "Ethel Slaughter"
-    ],
-    "code": "EN-C"
-  },
-  "English: Compisition-4": {
-    "students": [
-      "Abigail Scalf",
-      "Carol Ulrich",
-      "Eugene Palmer",
-      "Bruce Mckinney",
-      "Teresa Brown",
-      "Dora Moore",
-      "Sherry Wallace",
-      "Charles Sarmiento",
-      "Anna Weber",
-      "Bernice Wise",
-      "Leah Scott",
-      "Emily White",
-      "Susan Sebek"
-    ],
-    "code": "EN-C"
-  },
-  "Woodwork-1": {
-    "students": [
-      "Anna Allen",
-      "John Hospelhorn",
-      "Pearl Mcmurry",
-      "Alan Baima",
-      "Nancy Ayala",
-      "Cathy Perkins",
-      "Dolores Bechtel",
-      "James Sutton",
-      "Melissa Hillier",
-      "Martin Walker",
-      "Gary Salley",
-      "Sarah Carter",
-      "Thelma Wohner",
-      "Geneva Mcclain",
-      "Brent Mcdonald",
-      "Ricardo Wren",
-      "Stephen Mauney",
-      "Lee Miles",
-      "Robbie Kervin",
-      "Michael Clark",
-      "Lyle Castano",
-      "James Allen",
-      "Kenneth Morse",
-      "Terry Mcleod",
-      "Jonathan David",
-      "Matthew Bergeron",
-      "Michelle Bird",
-      "John Rushing",
-      "Sherrie Krok",
-      "Rick Werth"
-    ],
-    "code": "WW"
-  },
-  "Woodwork-2": {
-    "students": [
-      "Barbara Burkhart",
-      "Lynn Hoang",
-      "Thomas Richardson",
-      "Faye Torres",
-      "Stephanie Ikard",
-      "Ronald Moffit",
-      "Larry Nicol",
-      "Rebecca Alexander",
-      "Frank Wright",
-      "Joshua Stumbaugh",
-      "Billy Dent",
-      "Earline Charlot",
-      "Ronald Martin",
-      "Florence Smith",
-      "Shelley Lapointe",
-      "Jack Braswell",
-      "Tina Arbuckle",
-      "Travis Chambliss",
-      "Travis Howard",
-      "Irene Hopkins",
-      "Ruby Hussein",
-      "Robert Munson",
-      "Camelia Hunt",
-      "Theodora Sales",
-      "William Cain",
-      "Kathryn Larosa",
-      "Sandra Wheller",
-      "Johnnie Tabor",
-      "Daniel Ramirez",
-      "Diane Mello"
-    ],
-    "code": "WW"
-  },
-  "Woodwork-3": {
-    "students": [
-      "Scott Hallowell",
-      "Mack Damour",
-      "Joe Tabor",
-      "Matilda Cameron",
-      "Kenneth Jenkins",
-      "Angela Perez",
-      "Eleanor Black",
-      "Ashley Lawson",
-      "Frances Bryant",
-      "Rosalie Smith",
-      "Orville Belt",
-      "Alice Jones",
-      "Lloyd Holt",
-      "Robin Barrett",
-      "Michael Miller",
-      "Jorge Olsson",
-      "Joel Niess",
-      "Enrique Jones",
-      "Joanne Pridgeon",
-      "William Ellenburg",
-      "Bridgette Welch",
-      "Linda Hamilton",
-      "Martina Womack",
-      "Judith Dockery",
-      "Albert Trout",
-      "Vincent Trice",
-      "Catherine Robinson",
-      "Heather Casillas",
-      "Christina Green",
-      "Alan Jefferys"
-    ],
-    "code": "WW"
-  },
-  "Woodwork-4": {
-    "students": [
-      "Jerry Carroll",
-      "Deborah Dunn",
-      "Gail Harris",
-      "Richard Colton",
-      "Ethel Slaughter",
-      "Jose Vaughn",
-      "John Moore",
-      "Zachary Caison",
-      "Leah Maddrey",
-      "Abigail Scalf",
-      "Carol Higgins",
-      "Eugene Palmer",
-      "Malissa Thompson",
-      "Sandra Donald",
-      "Teresa Brown",
-      "Michael Bollinger",
-      "Jay Amato",
-      "Michael Angel",
-      "Casey Davis",
-      "Jonathan Pender",
-      "Debra Hartnett"
-    ],
-    "code": "WW"
-  },
-  "Biology-1": {
-    "students": [
-      "Dee Hayslett",
-      "Chandra Decker",
-      "Angela Brainard",
-      "Myron Velasquez",
-      "Cathy Perkins",
-      "James Sutton",
-      "Rhonda Helms",
-      "Sharon Wolf",
-      "Pamela Thompson",
-      "Sarah Carter",
-      "James Gray",
-      "Ricardo Wren",
-      "Raymond Stark",
-      "Bruce Bourgeois",
-      "Robbie Kervin",
-      "Marilyn Clark",
-      "Charles Davis",
-      "Jennifer Coyle",
-      "Steve Singleton",
-      "Jonathan David",
-      "Michelle Bird",
-      "William Honahni",
-      "John Rushing",
-      "Elizabeth Armstrong",
-      "Sherrie Krok",
-      "Dorothy Tran",
-      "Nathan Goldstein",
-      "Reynaldo Martinez",
-      "Michael Mcgowan",
-      "James Rosa"
-    ],
-    "code": "SC-B"
-  },
-  "Biology-2": {
-    "students": [
-      "Earline Charlot",
-      "Harold Schumann",
-      "Dorothy Johnson",
-      "Shelley Lapointe",
-      "Gabriela Herrington",
-      "Caren Leggett",
-      "Tina Arbuckle",
-      "Travis Chambliss",
-      "Travis Howard",
-      "Mario Holland",
-      "Ruby Hussein",
-      "Robert Munson",
-      "Sabrina Santos",
-      "Camelia Hunt",
-      "Robert Speroni",
-      "Chang Fenster",
-      "Chad Granthan",
-      "Buddy Hill",
-      "Avis Millar",
-      "Patricia Dugan",
-      "Joseph Garcia",
-      "Jason Mathis",
-      "Dorothy Mathers",
-      "Marie Conway",
-      "Joe Tabor",
-      "Sheryl Knepper",
-      "Matilda Cameron",
-      "Thomas Wright",
-      "Byron Davenport",
-      "Rick Flynn"
-    ],
-    "code": "SC-B"
-  },
-  "Biology-3": {
-    "students": [
-      "James Bottom",
-      "Alice Jones",
-      "Robin Barrett",
-      "Jorge Olsson",
-      "Ruby Sees",
-      "Linda Brennan",
-      "Dawn Berthold",
-      "Peter Crouch",
-      "Martina Womack",
-      "Judith Dockery",
-      "Anthony Norris",
-      "Heather Casillas",
-      "Sean Monson",
-      "Nestor Parenti",
-      "Louise Walsh",
-      "Ernesto Johnson",
-      "Albert Garrick",
-      "Deborah Dunn",
-      "Richard Colton",
-      "Ethel Slaughter",
-      "John Kump",
-      "Arthur Goodstein",
-      "Carol Ulrich",
-      "Vida Elias",
-      "Malissa Thompson",
-      "Sandra Donald",
-      "Teresa Brown",
-      "Dora Moore",
-      "Anna Weber",
-      "Bernice Wise"
-    ],
-    "code": "SC-B"
-  },
-  "Biology-4": {
-    "students": [
-      "Brenda Guerrette",
-      "Rosetta Applebury",
-      "Emily White",
-      "Jonathan Pender",
-      "Elsie Delatorre"
-    ],
-    "code": "SC-B"
-  },
-  "History-1": {
-    "students": [
-      "Anna Allen",
-      "Pearl Mcmurry",
-      "Alan Baima",
-      "Chandra Decker",
-      "Brett Israel",
-      "Angela Brainard",
-      "Nancy Ayala",
-      "Melissa Hillier",
-      "Martha Brown",
-      "Rhonda Helms",
-      "Keith Acker",
-      "Geneva Mcclain",
-      "Raymond Stark",
-      "Rosa Henderson",
-      "Stephanie Welsh",
-      "James Allen",
-      "Donald Henry",
-      "Marilyn Clark",
-      "Steve Singleton",
-      "Daniel Murry",
-      "Michelle Bird",
-      "Arnold Mcgee",
-      "Charles Barboza",
-      "John Rushing",
-      "Angela Flenory",
-      "Elizabeth Armstrong",
-      "Sherrie Krok",
-      "Elsa Wolf",
-      "Sandra Bell",
-      "Michael Ramos"
-    ],
-    "code": "S-H"
-  },
-  "History-2": {
-    "students": [
-      "Emma Jennings",
-      "Rebecca Alexander",
-      "Frank Wright",
-      "Allan Flora",
-      "Christopher Finley",
-      "Harold Schumann",
-      "Florence Smith",
-      "Dorothy Johnson",
-      "Gabriela Herrington",
-      "James Nims",
-      "Tina Arbuckle",
-      "Theodore Werk",
-      "John Dominguez",
-      "Travis Howard",
-      "Joshua Conner",
-      "Irene Hopkins",
-      "Camelia Hunt",
-      "Chad Granthan",
-      "Angela Bouman",
-      "Buddy Hill",
-      "Avis Millar",
-      "John Fore",
-      "George Hines",
-      "Marilyn Mullins",
-      "Craig Seney",
-      "Mary Hebert",
-      "William Cain",
-      "Marie Conway",
-      "Beverly Sobania",
-      "Johnnie Tabor"
-    ],
-    "code": "S-H"
-  },
-  "History-3": {
-    "students": [
-      "Scott Hallowell",
-      "Diane Rivers",
-      "Mitchell Kirkpatrick",
-      "Matilda Cameron",
-      "Thomas Wright",
-      "Kenneth Jenkins",
-      "Rick Flynn",
-      "Frances Bryant",
-      "James Bottom",
-      "Clinton Hayes",
-      "Richard Baker",
-      "Robert Viera",
-      "Michael Miller",
-      "Troy Barcenas",
-      "Ruby Sees",
-      "Ann Morgan",
-      "Mary Maxwell",
-      "Robert Gillispie",
-      "William Ellenburg",
-      "Martina Womack",
-      "Jennifer Curtin",
-      "Francis Carroll",
-      "Heather Casillas",
-      "Christina Green",
-      "Sean Monson",
-      "Tom Feldkamp",
-      "Nestor Parenti",
-      "Alan Jefferys",
-      "Albert Garrick",
-      "Robert Donaldson"
-    ],
-    "code": "S-H"
-  },
-  "History-4": {
-    "students": [
-      "Melinda Hogue",
-      "Ethel Slaughter",
-      "Mark Hamner",
-      "Eugene Palmer",
-      "Bruce Mckinney",
-      "Sherry Wallace",
-      "Bernice Wise",
-      "Ruth Enoch",
-      "Brenda Guerrette",
-      "Rosetta Applebury",
-      "Elsie Delatorre",
-      "John Keith"
-    ],
-    "code": "S-H"
-  },
-  "Band-1": {
-    "students": [
-      "Alan Baima",
-      "Brett Israel",
-      "Myron Velasquez",
-      "Cathy Perkins",
-      "Stacey Washington",
-      "Jarvis Griffin",
-      "Paul Grimes",
-      "Martha Brown",
-      "Rhonda Helms",
-      "Keith Acker",
-      "James Cobbley",
-      "Thelma Wohner",
-      "Raymond Stark",
-      "Patti Bain",
-      "Stephen Mauney",
-      "William Demby",
-      "Robbie Kervin",
-      "Rosa Henderson",
-      "Karen Cardoza",
-      "Michael Clark",
-      "Roger Chancellor",
-      "Steve Singleton",
-      "Daniel Murry",
-      "Tien Blechinger",
-      "George Cano",
-      "Matthew Bergeron",
-      "Kevin Jones",
-      "William Honahni",
-      "Sylvia Church",
-      "Elsa Wolf"
-    ],
-    "code": "BN"
-  },
-  "Band-2": {
-    "students": [
-      "Sandra Bell",
-      "Lynn Hoang",
-      "Nathan Goldstein",
-      "John Donald",
-      "Reynaldo Martinez",
-      "Ronald Moffit",
-      "Grace Soloveichik",
-      "Emma Jennings",
-      "Rebecca Alexander",
-      "Christopher Finley",
-      "Harold Schumann",
-      "Ronald Martin",
-      "Paula Anglemyer",
-      "Shelley Lapointe",
-      "James Nims",
-      "Harold Pedersen",
-      "Theodore Werk",
-      "John Dominguez",
-      "John Peralta",
-      "Joshua Conner",
-      "Alan Platt",
-      "Ella Delisi",
-      "Angela Bouman",
-      "Buddy Hill",
-      "Avis Millar",
-      "Joseph Garcia",
-      "Victor Greene",
-      "Kathryn Larosa",
-      "Grace Walls",
-      "Johnnie Tabor"
-    ],
-    "code": "BN"
-  },
-  "Band-3": {
-    "students": [
-      "Christopher Barr",
-      "Mitchell Kirkpatrick",
-      "Yvonne Sutton",
-      "Fred Wilson",
-      "Eleanor Black",
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+    "Description": "SPANISH 11"
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+      "5848438",
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+      "935707",
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+      "5293834",
+      "5307320",
+      "5430982"
+    ],
+    "CrsNo": "MEN--11--S-FLIT",
+    "Description": "ENGLISH 11 FOCUSED LITERARY STUDIES"
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+    "CrsNo": "MEN--11--S-FLIT",
+    "Description": "ENGLISH 11 FOCUSED LITERARY STUDIES"
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+    "CrsNo": "MDNP-10--S-BEG",
+    "Description": "DANCE 10: BEGINNER"
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+    "Description": "SPANISH 10"
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+    "CrsNo": "MCCN-12--S",
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+  "MEDIA ARTS 10-1": {
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+      "8852803"
+    ],
+    "CrsNo": "MVAM-10--S",
+    "Description": "MEDIA ARTS 10"
+  },
+  "GUITAR 09: BEGINNER-1": {
+    "students": [
+      "285623",
+      "1489066",
+      "1684611",
+      "2360593",
+      "2934813",
+      "3274295",
+      "3776241",
+      "4776262",
+      "6762346",
+      "6787501",
+      "6903636",
+      "8159537",
+      "8174524",
+      "8442093",
+      "8660008",
+      "8677389",
+      "9309391",
+      "9919899"
+    ],
+    "CrsNo": "MMU--09--Y-GUI-BEG",
+    "Description": "GUITAR 09: BEGINNER"
+  },
+  "WORK EXPERIENCE 12A-1": {
+    "students": [
+      "198219",
+      "612732",
+      "970807",
+      "1383017",
+      "1937613",
+      "2111485",
+      "2645875",
+      "2734907",
+      "2750605",
+      "2905824",
+      "2961396",
+      "2998047",
+      "4035981",
+      "4993917",
+      "5596282",
+      "5848438",
+      "7099350",
+      "8219194",
+      "9327249",
+      "9369070"
+    ],
+    "CrsNo": "MWEX-2A--S",
+    "Description": "WORK EXPERIENCE 12A"
+  },
+  "DRAFTING AND DESIGN (FNASK) 11-1": {
+    "students": [
+      "495020",
+      "520553",
+      "1237567",
+      "2376561",
+      "2570914",
+      "3522915",
+      "3932552",
+      "4457808",
+      "5346684",
+      "5617077",
+      "6853689",
+      "8039343",
+      "8098991",
+      "8253542",
+      "8753435",
+      "8907894",
+      "8942444",
+      "9757516",
+      "9822920"
+    ],
+    "CrsNo": "MDDF-11--S",
+    "Description": "DRAFTING AND DESIGN (FNASK) 11"
+  },
+  "MARKETING & PROMOTION-1": {
+    "students": [
+      "167120",
+      "495020",
+      "612732",
+      "1088015",
+      "1237567",
+      "1446185",
+      "2275276",
+      "2316075",
+      "3564225",
+      "3587164",
+      "3990588",
+      "4993917",
+      "5307320",
+      "5625908",
+      "5675193",
+      "5768485",
+      "5928943",
+      "6535337",
+      "6574570",
+      "6680289",
+      "6838522",
+      "7072653",
+      "7328001",
+      "7831735",
+      "8053509",
+      "8098991",
+      "8655032",
+      "8709084",
+      "8736704",
+      "8908799"
+    ],
+    "CrsNo": "MMK--11--S",
+    "Description": "MARKETING & PROMOTION"
+  },
+  "MARKETING & PROMOTION-2": {
+    "students": [
+      "9430695",
+      "9513376",
+      "9573669",
+      "9606127",
+      "9811082"
+    ],
+    "CrsNo": "MMK--11--S",
+    "Description": "MARKETING & PROMOTION"
+  },
+  "CONCERT BAND 08: INTERMEDIATE-1": {
+    "students": [
+      "314228",
+      "764682",
+      "834075",
+      "1227494",
+      "1980827",
+      "1986582",
+      "2210828",
+      "2236654",
+      "2545788",
+      "2708597",
+      "2894732",
+      "2985935",
+      "3235682",
+      "3386959",
+      "4686275",
+      "4891570",
+      "4914433",
+      "5451152",
+      "5656943",
+      "6124900",
+      "6644071",
+      "6945830",
+      "7074298",
+      "9464719",
+      "9547255",
+      "9703074"
+    ],
+    "CrsNo": "MMU--08--Y-INT",
+    "Description": "CONCERT BAND 08: INTERMEDIATE"
+  },
+  "ART FOUNDATIONS 11-1": {
+    "students": [
+      "495020",
+      "504232",
+      "612732",
+      "1075414",
+      "1446185",
+      "4015804",
+      "4474496",
+      "5625908",
+      "5848438",
+      "5914497",
+      "5928943",
+      "6168235",
+      "6260640",
+      "6680289",
+      "7247576",
+      "8655032",
+      "9947279"
+    ],
+    "CrsNo": "MAF--11--S",
+    "Description": "ART FOUNDATIONS 11"
+  },
+  "MEDIA ARTS 11-1": {
+    "students": [
+      "409920",
+      "495020",
+      "970807",
+      "1311062",
+      "1446185",
+      "1939304",
+      "2033435",
+      "3109278",
+      "5091219",
+      "5625908",
+      "5914497",
+      "6060628",
+      "6260640",
+      "6456781",
+      "6595152",
+      "6680289",
+      "6737548",
+      "7247576",
+      "7734595",
+      "8007175",
+      "8012545",
+      "8173124",
+      "9270004",
+      "9377584",
+      "9947279"
+    ],
+    "CrsNo": "MVAMT11--S",
+    "Description": "MEDIA ARTS 11"
+  },
+  "LIFE SCIENCES 11 (CO-OP LEADERSHIP)-1": {
+    "students": [
+      "311800",
+      "504232",
+      "710187",
+      "794535",
+      "1075414",
+      "1801909",
+      "1988870",
+      "2045303",
+      "2502047",
+      "2657023",
+      "2680227",
+      "2897621",
+      "4424937",
+      "5195540",
+      "5597967",
+      "5761917",
+      "6319968",
+      "6562481",
+      "6737548",
+      "7779580",
+      "8424996",
+      "9296459",
+      "9430695",
+      "9810473"
+    ],
+    "CrsNo": "MBI--11--S-COO",
+    "Description": "LIFE SCIENCES 11 (CO-OP LEADERSHIP)"
+  },
+  "ENGLISH 11 FOCUSED LITERARY STUDIES CO-OP-1": {
+    "students": [
+      "311800",
+      "504232",
+      "710187",
+      "794535",
+      "1075414",
+      "1801909",
+      "1988870",
+      "2045303",
+      "2502047",
+      "2657023",
+      "2680227",
+      "2897621",
+      "4424937",
+      "5195540",
+      "5597967",
+      "5761917",
+      "6319968",
+      "6562481",
+      "6737548",
+      "7779580",
+      "8424996",
+      "9296459",
+      "9430695",
+      "9810473"
+    ],
+    "CrsNo": "MEN--11--S-FLITCOO",
+    "Description": "ENGLISH 11 FOCUSED LITERARY STUDIES CO-OP"
+  },
+  "PRE-CALCULUS 11 (CO-OP LEADERSHIP)-1": {
+    "students": [
+      "311800",
+      "504232",
+      "710187",
+      "794535",
+      "1075414",
+      "1801909",
+      "1988870",
+      "2045303",
+      "2502047",
+      "2657023",
+      "2680227",
+      "2897621",
+      "4424937",
+      "5195540",
+      "5597967",
+      "5761917",
+      "6319968",
+      "6562481",
+      "6737548",
+      "7779580",
+      "8424996",
+      "9296459",
+      "9430695",
+      "9810473"
+    ],
+    "CrsNo": "MPREC11--S-COO",
+    "Description": "PRE-CALCULUS 11 (CO-OP LEADERSHIP)"
+  },
+  "WORK EXPERIENCE 12A (CO-OP LEADERSHIP)-1": {
+    "students": [
+      "311800",
+      "504232",
+      "710187",
+      "794535",
+      "1075414",
+      "1801909",
+      "1988870",
+      "2045303",
+      "2502047",
+      "2657023",
+      "2680227",
+      "2897621",
+      "4424937",
+      "5195540",
+      "5597967",
+      "5761917",
+      "6319968",
+      "6562481",
+      "6737548",
+      "7779580",
+      "8424996",
+      "9296459",
+      "9430695",
+      "9810473"
+    ],
+    "CrsNo": "MWEX-2A--S-COO",
+    "Description": "WORK EXPERIENCE 12A (CO-OP LEADERSHIP)"
+  },
+  "RECREATION LEADERSHIP 11 (CO-OP LEADERSHP) BAA-1": {
+    "students": [
+      "311800",
+      "504232",
+      "710187",
+      "794535",
+      "1075414",
+      "1801909",
+      "1988870",
+      "2045303",
+      "2502047",
+      "2657023",
+      "2680227",
+      "2897621",
+      "4424937",
+      "5195540",
+      "5597967",
+      "5761917",
+      "6319968",
+      "6562481",
+      "6737548",
+      "7779580",
+      "8424996",
+      "9296459",
+      "9430695",
+      "9810473"
+    ],
+    "CrsNo": "YCPA-1A1-S-REC-COOP",
+    "Description": "RECREATION LEADERSHIP 11 (CO-OP LEADERSHP) BAA"
+  },
+  "DRAMA: FILM & TELEVISION 11-1": {
+    "students": [
+      "495020",
+      "647426",
+      "690244",
+      "1446185",
+      "2540560",
+      "2729439",
+      "4451866",
+      "4670392",
+      "5327172",
+      "5597967",
+      "5625908",
+      "6233501",
+      "6680289",
+      "8219194",
+      "9377584"
+    ],
+    "CrsNo": "MDFT-11--S",
+    "Description": "DRAMA: FILM & TELEVISION 11"
+  },
+  "DANCE 08: BEGINNER-1": {
+    "students": [
+      "139794",
+      "300440",
+      "587736",
+      "1297660",
+      "1938718",
+      "3751921",
+      "3999738",
+      "4197360",
+      "4347828",
+      "4407036",
+      "5337747",
+      "5676483",
+      "6553143",
+      "6595951",
+      "6678440",
+      "6711697",
+      "6959366",
+      "7239243",
+      "7240625",
+      "7441916",
+      "7453051",
+      "8085646",
+      "8121524",
+      "8591100",
+      "8884706",
+      "9789574"
+    ],
+    "CrsNo": "MDNC-08--Y-BEG",
+    "Description": "DANCE 08: BEGINNER"
+  },
+  "LST 8 (IEP SUPPORT)-1": {
+    "students": [
+      "139794",
+      "347976",
+      "587736",
+      "847435",
+      "1652567",
+      "2009497",
+      "2069038",
+      "2459787",
+      "2624519",
+      "2913822",
+      "2994458",
+      "4084804",
+      "4267013",
+      "4842559",
+      "5421998",
+      "5514428",
+      "5666390",
+      "5849877",
+      "7240625",
+      "7296472",
+      "7489762",
+      "8319678",
+      "8374075",
+      "8591100",
+      "8726928",
+      "8742969",
+      "8852225",
+      "9164741",
+      "9739040"
+    ],
+    "CrsNo": "XSIEP8A--Y",
+    "Description": "LST 8 (IEP SUPPORT)"
+  },
+  "ELECTRONICS 10-1": {
+    "students": [
+      "4265057",
+      "5369046",
+      "7316306",
+      "7392677",
+      "8809702"
+    ],
+    "CrsNo": "MTEE-10--S",
+    "Description": "ELECTRONICS 10"
+  },
+  "DRAWING AND PAINTING 11-1": {
+    "students": [
+      "194473",
+      "198219",
+      "416735",
+      "935707",
+      "2650753",
+      "4963292",
+      "5617077",
+      "6148096",
+      "6680289",
+      "6730253",
+      "8187083",
+      "8977106",
+      "9243617",
+      "9270004",
+      "9718155"
+    ],
+    "CrsNo": "MSADP11--S",
+    "Description": "DRAWING AND PAINTING 11"
+  },
+  "DIGITAL DESIGNS 11-1": {
+    "students": [
+      "495020",
+      "1203410",
+      "1446185",
+      "2624790",
+      "3326851",
+      "3990588",
+      "4946556",
+      "5369046",
+      "5665836",
+      "5840629",
+      "6680289",
+      "7365626",
+      "7600401",
+      "7896976",
+      "8299559",
+      "8753435",
+      "8942444",
+      "9157675",
+      "9189326",
+      "9377584",
+      "9757516"
+    ],
+    "CrsNo": "MICTM11--S",
+    "Description": "DIGITAL DESIGNS 11"
+  },
+  "PEER TUTORING 11 (BAA) LINEAR-1": {
+    "students": [
+      "1311062",
+      "4015804",
+      "6388112",
+      "6843260",
+      "7528935",
+      "8667609"
+    ],
+    "CrsNo": "YIPS-1A1-Y",
+    "Description": "PEER TUTORING 11 (BAA) LINEAR"
+  },
+  "PUNJABI 11-1": {
+    "students": [
+      "345437",
+      "409920",
+      "582833",
+      "1598145",
+      "2045303",
+      "2105224",
+      "2312585",
+      "2556840",
+      "2645875",
+      "2863040",
+      "3531001",
+      "4474496",
+      "6043035",
+      "6730253",
+      "7099350",
+      "7839194",
+      "8098991",
+      "8392174",
+      "8736704",
+      "9327249",
+      "9822920",
+      "9947279"
+    ],
+    "CrsNo": "MPUN-11--S",
+    "Description": "PUNJABI 11"
+  },
+  "GENOCIDE STUDIES-1": {
+    "students": [
+      "409920",
+      "468908",
+      "844125",
+      "1088015",
+      "1089539",
+      "1219043",
+      "1428291",
+      "2312585",
+      "2452791",
+      "2565803",
+      "2650753",
+      "2881590",
+      "5430982",
+      "6621485",
+      "6709471",
+      "8237568",
+      "8253542",
+      "8655032",
+      "9296459"
+    ],
+    "CrsNo": "MHI--12--S-GEN",
+    "Description": "GENOCIDE STUDIES"
+  },
+  "ENGLISH 11 NEW MEDIA LINEAR-1": {
+    "students": [
+      "403851",
+      "515369",
+      "951521",
+      "1031575",
+      "1963510",
+      "2376561",
+      "2624790",
+      "2921946",
+      "2970350",
+      "3461742",
+      "3877119",
+      "4035981",
+      "4413355",
+      "5532800",
+      "6621485",
+      "8134157",
+      "8187083",
+      "8237568",
+      "9243864",
+      "9534560",
+      "9875966"
+    ],
+    "CrsNo": "MEN--11--Y-NMED",
+    "Description": "ENGLISH 11 NEW MEDIA LINEAR"
+  },
+  "ENVIRONMENTAL SCIENCE 11-1": {
+    "students": [
+      "690244",
+      "1075414",
+      "1337443",
+      "1748998",
+      "3265360",
+      "3458712",
+      "3461742",
+      "3941325",
+      "5346684",
+      "6897125",
+      "7103796",
+      "8134157",
+      "8173124",
+      "8339415",
+      "8599673",
+      "8781672",
+      "9875966"
+    ],
+    "CrsNo": "MSR--11--S",
+    "Description": "ENVIRONMENTAL SCIENCE 11"
+  },
+  "BUSINESS COMPUTER APPLICATIONS 11-1": {
+    "students": [
+      "495020",
+      "1237567",
+      "1435222",
+      "2275276",
+      "4668363",
+      "5625908",
+      "5675193",
+      "6043035",
+      "6574570",
+      "7779580",
+      "9430695"
+    ],
+    "CrsNo": "MBCA-11--S",
+    "Description": "BUSINESS COMPUTER APPLICATIONS 11"
+  },
+  "SCIENCE 10 SELECT-1": {
+    "students": [
+      "1517963",
+      "2324270",
+      "2366045",
+      "3070250",
+      "3378132",
+      "3502547",
+      "4151929",
+      "4510314",
+      "4706727",
+      "5055644",
+      "7200396",
+      "7293013",
+      "7409723",
+      "7494150",
+      "7764195",
+      "8050970",
+      "8324007",
+      "8447381",
+      "9136077",
+      "9195212"
+    ],
+    "CrsNo": "MSC--10A-S",
+    "Description": "SCIENCE 10 SELECT"
+  },
+  "ACTING 11-1": {
+    "students": [
+      "194473",
+      "647426",
+      "690244",
+      "2306677",
+      "3995258",
+      "4946556",
+      "5327172",
+      "5342062",
+      "5597967",
+      "6467525",
+      "6901547",
+      "7740847",
+      "9243864"
+    ],
+    "CrsNo": "MTPA-11--S",
+    "Description": "ACTING 11"
+  },
+  "HUMAN GEOGRAPHY 12-1": {
+    "students": [
+      "515369",
+      "772554",
+      "1937613",
+      "2376561",
+      "2645875",
+      "3466032",
+      "4474496",
+      "4909585",
+      "5100161",
+      "6563337",
+      "6621485",
+      "6737548",
+      "7648932",
+      "8134157",
+      "8709084",
+      "9243617",
+      "9336350",
+      "9633214"
+    ],
+    "CrsNo": "MGEO--12--S-HUMGEO",
+    "Description": "HUMAN GEOGRAPHY 12"
+  },
+  "CONCERT BAND 11-1": {
+    "students": [
+      "403851",
+      "515369",
+      "640507",
+      "768233",
+      "1031575",
+      "1748998",
+      "1926518",
+      "1967183",
+      "2476718",
+      "3877119",
+      "5091219",
+      "6938963",
+      "8134157",
+      "8187083",
+      "8216566",
+      "8217846",
+      "8559101",
+      "8831828",
+      "9529136",
+      "9875966",
+      "9913220"
+    ],
+    "CrsNo": "MIMCB11--Y",
+    "Description": "CONCERT BAND 11"
+  },
+  "CONCERT BAND 10-1": {
+    "students": [
+      "701813",
+      "900331",
+      "1262498",
+      "1624482",
+      "2765782",
+      "2977532",
+      "3102603",
+      "4196027",
+      "4648615",
+      "5643932",
+      "5767312",
+      "6884827",
+      "7365626",
+      "7823259",
+      "7864835",
+      "8473174",
+      "8809702",
+      "8846227",
+      "9582251",
+      "9882847",
+      "9938892"
+    ],
+    "CrsNo": "MMCB-10--Y",
+    "Description": "CONCERT BAND 10"
+  },
+  "CAREER LIFE ED ALT. W/BAND-1": {
+    "students": [
+      "117658",
+      "701813",
+      "900331",
+      "1262498",
+      "1624482",
+      "2765782",
+      "2977532",
+      "3102603",
+      "4196027",
+      "4648615",
+      "5643932",
+      "6884827",
+      "7365626",
+      "7823259",
+      "7864835",
+      "8473174",
+      "8809702",
+      "8846227",
+      "9582251",
+      "9882847",
+      "9938892"
+    ],
+    "CrsNo": "MPLAN10--Y-CLEBAN",
+    "Description": "CAREER LIFE ED ALT. W/BAND"
+  },
+  "GUITAR 10: BEGINNER-1": {
+    "students": [
+      "3307912",
+      "7389093",
+      "8365659",
+      "9428486"
+    ],
+    "CrsNo": "MMGR-10--S-BEG",
+    "Description": "GUITAR 10: BEGINNER"
   }
 }
\ No newline at end of file
diff --git a/test/courses.py b/test/courses.py
index 9285590..c0e34c9 100644
--- a/test/courses.py
+++ b/test/courses.py
@@ -1,4 +1,4 @@
-courses = {
+mockCourses = {
   "P-CL": {
     "name": "Pre-Calculus",
     "code": "P-CL",
diff --git a/test/generateCourses.py b/test/generateCourses.py
new file mode 100644
index 0000000..9422f87
--- /dev/null
+++ b/test/generateCourses.py
@@ -0,0 +1,38 @@
+#!/usr/bin/python3
+import json
+import csv
+
+realCourses = {}
+
+
+# Get all courses from real sample data
+def getSampleCourses(log=False):
+  with open("course_selection_data.csv", newline='') as csvfile:
+    reader = csv.DictReader(csvfile)
+    for row in reader:
+      exists = False
+      for course in realCourses:
+        exists = True if realCourses[course]["CrsNo"] == row["CrsNo"] else False
+        if exists: break
+      if not exists:
+        realCourses[row["CrsNo"]] = {
+          "CrsNo": row["CrsNo"],
+          "Requests": 0,
+          "Description": row["Description"],
+          "Credits": 4,
+          "Teachers": 3,
+          "students": []
+        }
+
+  if log:
+    with open("realCourses.json", "w") as outfile:
+      json.dump(realCourses, outfile, indent=2)
+        
+  return realCourses
+
+
+if __name__ == '__main__':
+  courseSet = getSampleCourses()
+
+  with open("realCourses.json", "w") as outfile:
+    json.dump(courseSet, outfile, indent=2)
diff --git a/test/mockStudents.py b/test/mockStudents.py
index a4673b4..7c6c5dc 100644
--- a/test/mockStudents.py
+++ b/test/mockStudents.py
@@ -3,7 +3,7 @@ import random
 import names
 import json
 import csv
-from courses import courses
+from courses import mockCourses
 
 mockStudents = []
 
@@ -26,16 +26,16 @@ def generateMockStudents(n):
     }
     # Get list of random class choices with no repeats
     # 8 primary choices, 2 secondary choices
-    courseSelection = random.sample(range(0, len(courses)), 10)
+    courseSelection = random.sample(range(0, len(mockCourses)), 10)
     for courseNum in courseSelection:
-      newStudent["requests"].append(list(courses)[courseNum])
+      newStudent["requests"].append(list(mockCourses)[courseNum])
     mockStudents.append(newStudent)
 
   return mockStudents
 
 
 # sort real sample data into usable dictionary
-def getSampleStudents():
+def getSampleStudents(log=False):
   with open("course_selection_data.csv", newline='') as csvfile:
     reader = csv.DictReader(csvfile)
     for row in reader:
@@ -45,14 +45,18 @@ def getSampleStudents():
         if exists: break
       alternate = True if row["Alternate?"] == 'TRUE' else False
       if exists:
-        mockStudents[student["studentIndex"]]["requests"].append({"code":row["CrsNo"],"alt":alternate})
+        mockStudents[student["studentIndex"]]["requests"].append({
+            "CrsNo": row["CrsNo"],
+            "Description": row["Description"],
+            "alt": alternate
+          })
       else:
         newStudent = {
           "Pupil #": row["Pupil #"],
           "requests": [{
             "CrsNo": row["CrsNo"],
             "Description": row["Description"],
-            "Alternate?": alternate
+            "alt": alternate
           }],
           "schedule": {
             "block1": "",
@@ -68,6 +72,10 @@ def getSampleStudents():
         }
         mockStudents.append(newStudent)
 
+  if log:
+    with open("students.json", "w") as outfile:
+      json.dump(mockStudents, outfile, indent=2)
+
   return mockStudents
 
 
diff --git a/test/test.py b/test/test.py
new file mode 100644
index 0000000..aca113b
--- /dev/null
+++ b/test/test.py
@@ -0,0 +1,3 @@
+test_string = "XAT--12C-S"
+ 
+print(bool([i for i in ["XAT--12A-S", "XAT--12B-S"] if(i in test_string)]))
\ No newline at end of file
diff --git a/test/tinker.py b/test/tinker.py
index 4c1a2f8..e030764 100644
--- a/test/tinker.py
+++ b/test/tinker.py
@@ -2,8 +2,9 @@
 import sys
 import json
 import math
-from courses import courses, activeCourses
-from mockStudents import generateMockStudents
+from courses import mockCourses, activeCourses
+from mockStudents import generateMockStudents, getSampleStudents
+from generateCourses import getSampleCourses
 
 
 '''
@@ -66,10 +67,10 @@ def generateScheduleV1():
   for student in mockStudents:
     # Tally class request
     for request in student["requests"]:
-      courses[request]["totalrequests"] += 1
-      courses[request]["studentindexes"].append(mockStudents.index(student))
+      mockCourses[request]["totalrequests"] += 1
+      mockCourses[request]["studentindexes"].append(mockStudents.index(student))
       # Add course to active list if enough requests
-      if courses[request]["totalrequests"] > minReq and courses[request]["code"] not in activeCourses: activeCourses[courses[request]["code"]] = courses[request]
+      if mockCourses[request]["totalrequests"] > minReq and mockCourses[request]["code"] not in activeCourses: activeCourses[mockCourses[request]["code"]] = mockCourses[request]
 
   for student in mockStudents:
     alternateOffset = len(student["requests"])-8
@@ -85,7 +86,7 @@ def generateScheduleV1():
           getFreeBlock = True
           while getFreeBlock:
             block = f"block{blockIndex}"
-            cname = f"{courses[currentCourse]['name']}-{courseNum}"
+            cname = f"{mockCourses[currentCourse]['name']}-{courseNum}"
             if cname in running[block]:
               if student["schedule"][block] == "": # Add student to class
                 if len(running[block][cname]["students"]) < classCap:
@@ -110,7 +111,7 @@ def generateScheduleV1():
                         generate = False
                     getFreeBlock = False
                   else:
-                    if (courses[currentCourse]["teachers"] - courseNum) > 0:
+                    if (mockCourses[currentCourse]["teachers"] - courseNum) > 0:
                       courseNum += 1
                     else:
                       blockIndex += 1
@@ -146,7 +147,7 @@ def generateScheduleV1():
                   if cname not in running[newBlock] and len(running[newBlock]) < blockClassLimit:
                     if student["schedule"][newBlock] == "": # Add student to class
                       running[newBlock][cname] = {
-                        "name": courses[currentCourse]["name"],
+                        "name": mockCourses[currentCourse]["name"],
                         "students": [student["name"]]
                       }
                       student["schedule"][newBlock] = cname
@@ -165,7 +166,7 @@ def generateScheduleV1():
                       err2 += 1
                       break
                     else:
-                      if (courses[currentCourse]["teachers"] - courseNum) > 0:
+                      if (mockCourses[currentCourse]["teachers"] - courseNum) > 0:
                         courseNum += 1
                       else:
                         blockNum += 1
@@ -200,10 +201,10 @@ def generateScheduleV2():
   for student in mockStudents:
     # Tally class request
     for request in student["requests"]:
-      courses[request]["totalrequests"] += 1
-      courses[request]["studentindexes"].append(mockStudents.index(student))
+      mockCourses[request]["totalrequests"] += 1
+      mockCourses[request]["studentindexes"].append(mockStudents.index(student))
       # Add course to active list if enough requests
-      if courses[request]["totalrequests"] > minReq and courses[request]["code"] not in activeCourses: activeCourses[courses[request]["code"]] = courses[request]
+      if mockCourses[request]["totalrequests"] > minReq and mockCourses[request]["code"] not in activeCourses: activeCourses[mockCourses[request]["code"]] = mockCourses[request]
 
   # calculate # of times to run class
   for i in range(len(activeCourses)):
@@ -249,7 +250,7 @@ def generateScheduleV2():
         if currentCourse in activeCourses:
           blockIndex = 1
           getFreeBlock = True
-          cname = f"{courses[currentCourse]['name']}-{courseNum}"
+          cname = f"{mockCourses[currentCourse]['name']}-{courseNum}"
           while getFreeBlock:
             block = f"block{blockIndex}"
             if cname in running[block]:
@@ -304,7 +305,7 @@ def generateScheduleV2():
                       generate = False
                   getFreeBlock = False
                 else:
-                  if (courses[currentCourse]["teachers"] - courseNum) > 0:
+                  if (mockCourses[currentCourse]["teachers"] - courseNum) > 0:
                     courseNum += 1
                   else:
                     blockIndex += 1
@@ -322,7 +323,7 @@ def generateScheduleV2():
                   generate = False
                 break
               else:
-                if (courses[currentCourse]["teachers"] - courseNum) > 0:
+                if (mockCourses[currentCourse]["teachers"] - courseNum) > 0:
                   courseNum += 1
                 else:
                   blockIndex += 1
@@ -351,54 +352,62 @@ def generateScheduleV2():
 # It starts by trying to get all classes full and give all students a full class list.
 # Then it starts to attempt to fit all classes into a timetable, making corretions along
 # the way. Corrections being moving a students class
-def generateScheduleV3():
+def generateScheduleV3(students, courses):
   # Step 1 - Calculate which classes can run
   global err1, err2
   # Collect data and calculate schedules
-  for student in mockStudents:
+  for student in students:
     # Tally class request
     for request in student["requests"]:
-      courses[request]["totalrequests"] += 1
-      courses[request]["studentindexes"].append(mockStudents.index(student))
-      # Add course to active list if enough requests
-      if courses[request]["totalrequests"] > minReq and courses[request]["code"] not in activeCourses: activeCourses[courses[request]["code"]] = courses[request]
+      if not bool([i for i in ["XAT--12A-S", "XAT--12B-S"] if (i in request["CrsNo"])]):
+        code = request["CrsNo"]
+        courses[code]["Requests"] += 1
+        # Add course to active list if enough requests
+        if courses[code]["Requests"] > minReq and courses[code]["CrsNo"] not in activeCourses: activeCourses[code] = courses[code]
 
   # Step 2 - Generate class list without timetable
   selectedCourses = {}
   # calculate # of times to run class
   for i in range(len(activeCourses)):
     index = list(activeCourses)[i]
-    classRunCount = math.floor(activeCourses[index]["totalrequests"] / classCap)
+    classRunCount = math.floor(activeCourses[index]["Requests"] / classCap)
     # If there is minReq+ requests left, 1 more class could be run
-    if (activeCourses[index]["totalrequests"] % classCap) > minReq: classRunCount += 1
+    if (activeCourses[index]["Requests"] % classCap) > minReq: classRunCount += 1
     activeCourses[index]["classRunCount"] = classRunCount
     classNum = classRunCount
-    for student in mockStudents:
-      alternateOffset = len(student["requests"])-8
-      for j in range(len(student["requests"])-alternateOffset): # Subtract x classes as they are alternatives
-        currentCourse = student["requests"][j]
-        if currentCourse == activeCourses[index]["code"]:
-          cname = f"{activeCourses[index]['name']}-{classNum-(classRunCount-1)}"
+    
+    for student in students:
+      for request in (request for request in student["requests"] if not request["alt"]):
+        currentCourse = request["CrsNo"]
+        if currentCourse == activeCourses[index]["CrsNo"]:
+          cname = f"{activeCourses[index]['Description']}-{classNum-(classRunCount-1)}"
           if cname in selectedCourses:
-            if student["name"] not in selectedCourses[cname]["students"]:
+            if student["Pupil #"] not in selectedCourses[cname]["students"]:
               if len(selectedCourses[cname]["students"]) < classCap:
                 # Class exists and there is room
-                selectedCourses[cname]["students"].append(student["name"])
+                selectedCourses[cname]["students"].append(student["Pupil #"])
               elif len(selectedCourses[cname]["students"]) == classCap:
                 classRunCount -= 1
           elif cname not in selectedCourses:
             selectedCourses[cname] = {
-              "students": [student["name"]],
-              "code": currentCourse
+              "students": [student["Pupil #"]],
+              "CrsNo": currentCourse,
+              "Description": courses[currentCourse]["Description"]
             }
 
+  for course in selectedCourses:
+    print("Class: ", selectedCourses[course]["Description"])
+    print("Students: ", len(selectedCourses[course]["students"]), "\n")
+  print("==============================")
+  print("Total: ", len(selectedCourses))
+
   with open("classes.json", "w") as outfile:
     json.dump(selectedCourses, outfile, indent=2)
 
   # Step 3 - Attempt to fit classes into timetable
 
   # Step 4 - Evaluate, move classes or students to fix
-  
+  return []
 
 if __name__ == '__main__':
   if len(sys.argv) == 1:
@@ -425,23 +434,18 @@ if __name__ == '__main__':
     mockStudents = generateMockStudents(studentsNum)
     generateScheduleV2()
   elif sys.argv[1].upper() == 'V3':
-    if len(sys.argv) == 3:
-      try:
-        studentsNum = int(sys.argv[2])
-      except:
-        print("Error parsing number of students")
-        exit()
     print("Processing...")
-    mockStudents = generateMockStudents(studentsNum)
-    generateScheduleV3()
-  else: 
+    sampleStudents = getSampleStudents(True)
+    samplemockCourses = getSampleCourses(True) 
+    coursesList = generateScheduleV3(sampleStudents, samplemockCourses)
+  else:
     print("Invalid argument")
     exit()
 
-  print("\n")
-  print(f"Error 1: x{err1}")
-  print(f"Error 2: x{err2}")
-  print("\n")
+  # print("\n")
+  # print(f"Error 1: x{err1}")
+  # print(f"Error 2: x{err2}")
+  # print("\n")
 
   ### Displays the number of students in each class
   # for block in running:
@@ -453,20 +457,20 @@ if __name__ == '__main__':
   #     print(f"Class: {name} | Students: {students}")
 
   # Count errors in students schedules
-  errors = 0
-  for i in range(len(mockStudents)):
-    count = 0
-    for course in mockStudents[i]["schedule"]:
-      if mockStudents[i]["schedule"][course]=="": count+=1
-    if count > 0: errors += 1
+  # errors = 0
+  # for i in range(len(mockStudents)):
+  #   count = 0
+  #   for course in mockStudents[i]["schedule"]:
+  #     if mockStudents[i]["schedule"][course]=="": count+=1
+  #   if count > 0: errors += 1
   
-  print(f"{errors}/{studentsNum} student(s) have a issue with their schedule")
+  # print(f"{errors}/{studentsNum} student(s) have a issue with their schedule")
 
 
-  with open("schedule.json", "w") as outfile:
-    json.dump(running, outfile, indent=2)
+  # with open("schedule.json", "w") as outfile:
+  #   json.dump(running, outfile, indent=2)
 
-  with open("students.json", "w") as outfile:
-    json.dump(mockStudents, outfile, indent=2)
+  # with open("students.json", "w") as outfile:
+  #   json.dump(mockStudents, outfile, indent=2)
 
   print("Done")