From 77fe6cbb3d9b2c8a840e7e60be264758eeb389c4 Mon Sep 17 00:00:00 2001
From: Aaron Medina <aaronmedina30@gmail.com>
Date: Sun, 13 Dec 2020 19:36:21 +0800
Subject: [PATCH] DB Many to many exercise

---
 db many to many exercise/roster.py            |   64 +
 .../roster_data_homework.json                 | 1867 +++++++++++++++++
 .../roster_data_sample.json                   | 1017 +++++++++
 db many to many exercise/rosterdb.sqlite      |  Bin 0 -> 73728 bytes
 4 files changed, 2948 insertions(+)
 create mode 100644 db many to many exercise/roster.py
 create mode 100644 db many to many exercise/roster_data_homework.json
 create mode 100644 db many to many exercise/roster_data_sample.json
 create mode 100644 db many to many exercise/rosterdb.sqlite

diff --git a/db many to many exercise/roster.py b/db many to many exercise/roster.py
new file mode 100644
index 0000000..a8f098d
--- /dev/null
+++ b/db many to many exercise/roster.py	
@@ -0,0 +1,64 @@
+import json
+import sqlite3
+
+conn = sqlite3.connect('rosterdb.sqlite')
+cur = conn.cursor()
+
+# Do some setup
+cur.executescript('''
+DROP TABLE IF EXISTS User;
+DROP TABLE IF EXISTS Member;
+DROP TABLE IF EXISTS Course;
+
+CREATE TABLE User (
+    id     INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT UNIQUE,
+    name   TEXT UNIQUE
+);
+
+CREATE TABLE Course (
+    id     INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT UNIQUE,
+    title  TEXT UNIQUE
+);
+
+CREATE TABLE Member (
+    user_id     INTEGER,
+    course_id   INTEGER,
+    role        INTEGER,
+    PRIMARY KEY (user_id, course_id)
+)
+''')
+
+fname = input('Enter file name: ')
+if len(fname) < 1:
+    fname = 'roster_data_homework.json'
+
+# [
+#   [ "Charley", "si110", 1 ],
+#   [ "Mea", "si110", 0 ],
+
+str_data = open(fname).read()
+json_data = json.loads(str_data)
+
+for entry in json_data:
+
+    name = entry[0]
+    title = entry[1]
+    role =  entry[2]
+
+    print((name, title, role))
+
+    cur.execute('''INSERT OR IGNORE INTO User (name)
+        VALUES ( ? )''', ( name, ) )
+    cur.execute('SELECT id FROM User WHERE name = ? ', (name, ))
+    user_id = cur.fetchone()[0]
+
+    cur.execute('''INSERT OR IGNORE INTO Course (title)
+        VALUES ( ? )''', ( title, ) )
+    cur.execute('SELECT id FROM Course WHERE title = ? ', (title, ))
+    course_id = cur.fetchone()[0]
+
+    cur.execute('''INSERT OR REPLACE INTO Member
+        (user_id, course_id, role) VALUES ( ?, ?, ? )''',
+        ( user_id, course_id, role ) )
+
+    conn.commit()
diff --git a/db many to many exercise/roster_data_homework.json b/db many to many exercise/roster_data_homework.json
new file mode 100644
index 0000000..d5dac64
--- /dev/null
+++ b/db many to many exercise/roster_data_homework.json	
@@ -0,0 +1,1867 @@
+[
+  [
+    "Ayah",
+    "si110",
+    1
+  ],
+  [
+    "Colin",
+    "si110",
+    0
+  ],
+  [
+    "Joel",
+    "si110",
+    0
+  ],
+  [
+    "Decklan",
+    "si110",
+    0
+  ],
+  [
+    "Luciana",
+    "si110",
+    0
+  ],
+  [
+    "Lennen",
+    "si110",
+    0
+  ],
+  [
+    "Tadd",
+    "si110",
+    0
+  ],
+  [
+    "Darah",
+    "si110",
+    0
+  ],
+  [
+    "Harris",
+    "si110",
+    0
+  ],
+  [
+    "Klein",
+    "si110",
+    0
+  ],
+  [
+    "Naz",
+    "si110",
+    0
+  ],
+  [
+    "Leiten",
+    "si110",
+    0
+  ],
+  [
+    "Kylie",
+    "si110",
+    0
+  ],
+  [
+    "Kimberly",
+    "si110",
+    0
+  ],
+  [
+    "Rydha",
+    "si110",
+    0
+  ],
+  [
+    "Drew",
+    "si110",
+    0
+  ],
+  [
+    "Nidhish",
+    "si110",
+    0
+  ],
+  [
+    "Annica",
+    "si110",
+    0
+  ],
+  [
+    "Dan",
+    "si110",
+    0
+  ],
+  [
+    "Cecilia",
+    "si110",
+    0
+  ],
+  [
+    "Celik",
+    "si110",
+    0
+  ],
+  [
+    "Aahron",
+    "si110",
+    0
+  ],
+  [
+    "Seona",
+    "si110",
+    0
+  ],
+  [
+    "Alexanne",
+    "si110",
+    0
+  ],
+  [
+    "Taylan",
+    "si110",
+    0
+  ],
+  [
+    "Samuel",
+    "si110",
+    0
+  ],
+  [
+    "Forbes",
+    "si110",
+    0
+  ],
+  [
+    "Eden",
+    "si110",
+    0
+  ],
+  [
+    "Kendyl",
+    "si110",
+    0
+  ],
+  [
+    "Primrose",
+    "si106",
+    1
+  ],
+  [
+    "Prudance",
+    "si106",
+    0
+  ],
+  [
+    "Marriam",
+    "si106",
+    0
+  ],
+  [
+    "Vivian",
+    "si106",
+    0
+  ],
+  [
+    "Jedidiah",
+    "si106",
+    0
+  ],
+  [
+    "Ashtyn",
+    "si106",
+    0
+  ],
+  [
+    "Rheyden",
+    "si106",
+    0
+  ],
+  [
+    "Kaine",
+    "si106",
+    0
+  ],
+  [
+    "Jazmin",
+    "si106",
+    0
+  ],
+  [
+    "Jon",
+    "si106",
+    0
+  ],
+  [
+    "Anja",
+    "si106",
+    0
+  ],
+  [
+    "Aaima",
+    "si106",
+    0
+  ],
+  [
+    "Claire",
+    "si106",
+    0
+  ],
+  [
+    "Badsha",
+    "si106",
+    0
+  ],
+  [
+    "Diaz",
+    "si106",
+    0
+  ],
+  [
+    "Lee",
+    "si106",
+    0
+  ],
+  [
+    "Leanna",
+    "si106",
+    0
+  ],
+  [
+    "Geoff",
+    "si106",
+    0
+  ],
+  [
+    "Rhya",
+    "si106",
+    0
+  ],
+  [
+    "Si",
+    "si106",
+    0
+  ],
+  [
+    "Jenna",
+    "si106",
+    0
+  ],
+  [
+    "Antonyo",
+    "si106",
+    0
+  ],
+  [
+    "Alexandrina",
+    "si106",
+    0
+  ],
+  [
+    "Surina",
+    "si106",
+    0
+  ],
+  [
+    "Breandan",
+    "si106",
+    0
+  ],
+  [
+    "Sahar",
+    "si106",
+    0
+  ],
+  [
+    "Mabruka",
+    "si106",
+    0
+  ],
+  [
+    "Rioden",
+    "si106",
+    0
+  ],
+  [
+    "Theo",
+    "si106",
+    0
+  ],
+  [
+    "Suilven",
+    "si106",
+    0
+  ],
+  [
+    "Maija",
+    "si106",
+    0
+  ],
+  [
+    "Raine",
+    "si106",
+    0
+  ],
+  [
+    "Yva",
+    "si106",
+    0
+  ],
+  [
+    "Rodrigo",
+    "si106",
+    0
+  ],
+  [
+    "Konstancja",
+    "si106",
+    0
+  ],
+  [
+    "Alyx",
+    "si106",
+    0
+  ],
+  [
+    "Myah",
+    "si206",
+    1
+  ],
+  [
+    "Maimie",
+    "si206",
+    0
+  ],
+  [
+    "Shula",
+    "si206",
+    0
+  ],
+  [
+    "Mackenzy",
+    "si206",
+    0
+  ],
+  [
+    "Marci",
+    "si206",
+    0
+  ],
+  [
+    "Kadey",
+    "si206",
+    0
+  ],
+  [
+    "Abdur",
+    "si206",
+    0
+  ],
+  [
+    "Shani",
+    "si206",
+    0
+  ],
+  [
+    "Loren",
+    "si206",
+    0
+  ],
+  [
+    "Kyna",
+    "si206",
+    0
+  ],
+  [
+    "Talha",
+    "si206",
+    0
+  ],
+  [
+    "Simran",
+    "si206",
+    0
+  ],
+  [
+    "Sheonagh",
+    "si206",
+    0
+  ],
+  [
+    "Yutong",
+    "si206",
+    0
+  ],
+  [
+    "Thom",
+    "si206",
+    0
+  ],
+  [
+    "Zander",
+    "si206",
+    0
+  ],
+  [
+    "Darryn",
+    "si206",
+    0
+  ],
+  [
+    "Coya",
+    "si206",
+    0
+  ],
+  [
+    "Yong",
+    "si206",
+    0
+  ],
+  [
+    "Aimeeleigh",
+    "si206",
+    0
+  ],
+  [
+    "Oluwatimilehin",
+    "si206",
+    0
+  ],
+  [
+    "Likiesha",
+    "si206",
+    0
+  ],
+  [
+    "Cheyanne",
+    "si206",
+    0
+  ],
+  [
+    "Oluwatobiloba",
+    "si206",
+    0
+  ],
+  [
+    "Gian",
+    "si206",
+    0
+  ],
+  [
+    "Kerrie",
+    "si206",
+    0
+  ],
+  [
+    "Muhammed",
+    "si206",
+    0
+  ],
+  [
+    "Pyper",
+    "si206",
+    0
+  ],
+  [
+    "Heyden",
+    "si206",
+    0
+  ],
+  [
+    "Kane",
+    "si206",
+    0
+  ],
+  [
+    "Janae",
+    "si206",
+    0
+  ],
+  [
+    "Dayna",
+    "si206",
+    0
+  ],
+  [
+    "Malakai",
+    "si206",
+    0
+  ],
+  [
+    "Ayla",
+    "si206",
+    0
+  ],
+  [
+    "Natan",
+    "si206",
+    0
+  ],
+  [
+    "Donnacha",
+    "si206",
+    0
+  ],
+  [
+    "Keri",
+    "si206",
+    0
+  ],
+  [
+    "Pawlo",
+    "si206",
+    0
+  ],
+  [
+    "Vincent",
+    "si206",
+    0
+  ],
+  [
+    "Steve",
+    "si206",
+    0
+  ],
+  [
+    "Witney",
+    "si206",
+    0
+  ],
+  [
+    "Theo",
+    "si206",
+    0
+  ],
+  [
+    "Nerisse",
+    "si301",
+    1
+  ],
+  [
+    "Uzayr",
+    "si301",
+    0
+  ],
+  [
+    "Honour",
+    "si301",
+    0
+  ],
+  [
+    "Woyenbrakemi",
+    "si301",
+    0
+  ],
+  [
+    "Korbyn",
+    "si301",
+    0
+  ],
+  [
+    "Peirce",
+    "si301",
+    0
+  ],
+  [
+    "Mhari",
+    "si301",
+    0
+  ],
+  [
+    "Matt",
+    "si301",
+    0
+  ],
+  [
+    "Dora",
+    "si301",
+    0
+  ],
+  [
+    "Suze",
+    "si301",
+    0
+  ],
+  [
+    "Cahlum",
+    "si301",
+    0
+  ],
+  [
+    "Deagan",
+    "si301",
+    0
+  ],
+  [
+    "Reice",
+    "si301",
+    0
+  ],
+  [
+    "Alessia",
+    "si301",
+    0
+  ],
+  [
+    "Allannah",
+    "si301",
+    0
+  ],
+  [
+    "Jorji",
+    "si301",
+    0
+  ],
+  [
+    "Helen",
+    "si301",
+    0
+  ],
+  [
+    "Tristain",
+    "si301",
+    0
+  ],
+  [
+    "Bruce",
+    "si301",
+    0
+  ],
+  [
+    "Melis",
+    "si301",
+    0
+  ],
+  [
+    "Breogan",
+    "si301",
+    0
+  ],
+  [
+    "Harvie",
+    "si301",
+    0
+  ],
+  [
+    "Sonni",
+    "si301",
+    0
+  ],
+  [
+    "Saniyah",
+    "si301",
+    0
+  ],
+  [
+    "Khizer",
+    "si301",
+    0
+  ],
+  [
+    "Lotus",
+    "si310",
+    1
+  ],
+  [
+    "Ray",
+    "si310",
+    0
+  ],
+  [
+    "Conal",
+    "si310",
+    0
+  ],
+  [
+    "Carlo",
+    "si310",
+    0
+  ],
+  [
+    "Seo",
+    "si310",
+    0
+  ],
+  [
+    "Kamron",
+    "si310",
+    0
+  ],
+  [
+    "Meagan",
+    "si310",
+    0
+  ],
+  [
+    "Ajayraj",
+    "si310",
+    0
+  ],
+  [
+    "Manmohan",
+    "si310",
+    0
+  ],
+  [
+    "Majka",
+    "si310",
+    0
+  ],
+  [
+    "Corrie",
+    "si310",
+    0
+  ],
+  [
+    "Remo",
+    "si310",
+    0
+  ],
+  [
+    "Marykate",
+    "si310",
+    0
+  ],
+  [
+    "Caoilfinn",
+    "si310",
+    0
+  ],
+  [
+    "Saffi",
+    "si310",
+    0
+  ],
+  [
+    "Kiran",
+    "si310",
+    0
+  ],
+  [
+    "Pacey",
+    "si310",
+    0
+  ],
+  [
+    "Rayan",
+    "si310",
+    0
+  ],
+  [
+    "Imama",
+    "si310",
+    0
+  ],
+  [
+    "Yva",
+    "si310",
+    0
+  ],
+  [
+    "Lilley",
+    "si310",
+    0
+  ],
+  [
+    "Tye",
+    "si310",
+    0
+  ],
+  [
+    "Kory",
+    "si310",
+    0
+  ],
+  [
+    "Alea",
+    "si310",
+    0
+  ],
+  [
+    "Siriol",
+    "si310",
+    0
+  ],
+  [
+    "Harvie",
+    "si310",
+    0
+  ],
+  [
+    "Musa",
+    "si334",
+    1
+  ],
+  [
+    "Aniela",
+    "si334",
+    0
+  ],
+  [
+    "Katso",
+    "si334",
+    0
+  ],
+  [
+    "Brigitte",
+    "si334",
+    0
+  ],
+  [
+    "Brendyn",
+    "si334",
+    0
+  ],
+  [
+    "Alaska",
+    "si334",
+    0
+  ],
+  [
+    "Justin",
+    "si334",
+    0
+  ],
+  [
+    "Efan",
+    "si334",
+    0
+  ],
+  [
+    "Niah",
+    "si334",
+    0
+  ],
+  [
+    "Elisia",
+    "si334",
+    0
+  ],
+  [
+    "Oisin",
+    "si334",
+    0
+  ],
+  [
+    "Aliesha",
+    "si334",
+    0
+  ],
+  [
+    "Guerin",
+    "si334",
+    0
+  ],
+  [
+    "Saffi",
+    "si334",
+    0
+  ],
+  [
+    "Gursees",
+    "si334",
+    0
+  ],
+  [
+    "Magnus",
+    "si334",
+    0
+  ],
+  [
+    "Oona",
+    "si334",
+    0
+  ],
+  [
+    "Peni",
+    "si334",
+    0
+  ],
+  [
+    "Leaya",
+    "si334",
+    0
+  ],
+  [
+    "Anastazja",
+    "si334",
+    0
+  ],
+  [
+    "Yasir",
+    "si334",
+    0
+  ],
+  [
+    "Lina",
+    "si334",
+    0
+  ],
+  [
+    "Peregrine",
+    "si334",
+    0
+  ],
+  [
+    "Sianade",
+    "si334",
+    0
+  ],
+  [
+    "Karimas",
+    "si334",
+    0
+  ],
+  [
+    "Tala",
+    "si334",
+    0
+  ],
+  [
+    "Oluwalayomi",
+    "si334",
+    0
+  ],
+  [
+    "Shaw",
+    "si334",
+    0
+  ],
+  [
+    "Dailey",
+    "si334",
+    0
+  ],
+  [
+    "Rihanna",
+    "si334",
+    0
+  ],
+  [
+    "Munmair",
+    "si334",
+    0
+  ],
+  [
+    "Natascha",
+    "si334",
+    0
+  ],
+  [
+    "Thirza",
+    "si334",
+    0
+  ],
+  [
+    "Caedan",
+    "si334",
+    0
+  ],
+  [
+    "Jaz",
+    "si334",
+    0
+  ],
+  [
+    "Madeeha",
+    "si334",
+    0
+  ],
+  [
+    "Chanel",
+    "si334",
+    0
+  ],
+  [
+    "CJ",
+    "si334",
+    0
+  ],
+  [
+    "Nassir",
+    "si334",
+    0
+  ],
+  [
+    "Alison",
+    "si334",
+    0
+  ],
+  [
+    "Rebekkah",
+    "si334",
+    0
+  ],
+  [
+    "Macauley",
+    "si334",
+    0
+  ],
+  [
+    "Danial",
+    "si334",
+    0
+  ],
+  [
+    "Arin",
+    "si363",
+    1
+  ],
+  [
+    "Bronagh",
+    "si363",
+    0
+  ],
+  [
+    "Danica",
+    "si363",
+    0
+  ],
+  [
+    "Saul",
+    "si363",
+    0
+  ],
+  [
+    "Bushra",
+    "si363",
+    0
+  ],
+  [
+    "Ellah",
+    "si363",
+    0
+  ],
+  [
+    "Kayde",
+    "si363",
+    0
+  ],
+  [
+    "Ainslie",
+    "si363",
+    0
+  ],
+  [
+    "Abdurraheem",
+    "si363",
+    0
+  ],
+  [
+    "Natascha",
+    "si363",
+    0
+  ],
+  [
+    "Maja",
+    "si363",
+    0
+  ],
+  [
+    "Omolola",
+    "si363",
+    0
+  ],
+  [
+    "Rhein",
+    "si363",
+    0
+  ],
+  [
+    "Davi",
+    "si363",
+    0
+  ],
+  [
+    "Siddharth",
+    "si363",
+    0
+  ],
+  [
+    "Leigham",
+    "si363",
+    0
+  ],
+  [
+    "Shuni",
+    "si363",
+    0
+  ],
+  [
+    "Garoa",
+    "si363",
+    0
+  ],
+  [
+    "Maaz",
+    "si363",
+    0
+  ],
+  [
+    "Abdulkhader",
+    "si363",
+    0
+  ],
+  [
+    "Rebeka",
+    "si363",
+    0
+  ],
+  [
+    "Cohen",
+    "si363",
+    0
+  ],
+  [
+    "Kensey",
+    "si363",
+    0
+  ],
+  [
+    "Mariena",
+    "si363",
+    0
+  ],
+  [
+    "Arwen",
+    "si363",
+    0
+  ],
+  [
+    "Simran",
+    "si363",
+    0
+  ],
+  [
+    "Riana",
+    "si364",
+    1
+  ],
+  [
+    "Philippos",
+    "si364",
+    0
+  ],
+  [
+    "Aria",
+    "si364",
+    0
+  ],
+  [
+    "Loulou",
+    "si364",
+    0
+  ],
+  [
+    "Latoya",
+    "si364",
+    0
+  ],
+  [
+    "Linda",
+    "si364",
+    0
+  ],
+  [
+    "Wezi",
+    "si364",
+    0
+  ],
+  [
+    "Daithi",
+    "si364",
+    0
+  ],
+  [
+    "Kale",
+    "si364",
+    0
+  ],
+  [
+    "Sabina",
+    "si364",
+    0
+  ],
+  [
+    "Hubert",
+    "si364",
+    0
+  ],
+  [
+    "Kassia",
+    "si364",
+    0
+  ],
+  [
+    "Tye",
+    "si364",
+    0
+  ],
+  [
+    "Manon",
+    "si364",
+    0
+  ],
+  [
+    "Agatha",
+    "si364",
+    0
+  ],
+  [
+    "Iman",
+    "si364",
+    0
+  ],
+  [
+    "Maude",
+    "si364",
+    0
+  ],
+  [
+    "Eduards",
+    "si364",
+    0
+  ],
+  [
+    "Stewarty",
+    "si364",
+    0
+  ],
+  [
+    "Harlie",
+    "si364",
+    0
+  ],
+  [
+    "Diesel",
+    "si364",
+    0
+  ],
+  [
+    "Samy",
+    "si364",
+    0
+  ],
+  [
+    "Christina",
+    "si364",
+    0
+  ],
+  [
+    "Vincent",
+    "si364",
+    0
+  ],
+  [
+    "Manisha",
+    "si364",
+    0
+  ],
+  [
+    "Evelynne",
+    "si364",
+    0
+  ],
+  [
+    "Darn",
+    "si364",
+    0
+  ],
+  [
+    "Data",
+    "si364",
+    0
+  ],
+  [
+    "Deia",
+    "si364",
+    0
+  ],
+  [
+    "Murray",
+    "si364",
+    0
+  ],
+  [
+    "Alivia",
+    "si364",
+    0
+  ],
+  [
+    "Corey",
+    "si364",
+    0
+  ],
+  [
+    "Malayka",
+    "si364",
+    0
+  ],
+  [
+    "Phoevos",
+    "si364",
+    0
+  ],
+  [
+    "Jazeb",
+    "si364",
+    0
+  ],
+  [
+    "Alum",
+    "si364",
+    0
+  ],
+  [
+    "Darcie",
+    "si364",
+    0
+  ],
+  [
+    "Mairi",
+    "si364",
+    0
+  ],
+  [
+    "Annagayle",
+    "si364",
+    0
+  ],
+  [
+    "Mitch",
+    "si364",
+    0
+  ],
+  [
+    "Allisha",
+    "si364",
+    0
+  ],
+  [
+    "Umair",
+    "si364",
+    0
+  ],
+  [
+    "Casie",
+    "si364",
+    0
+  ],
+  [
+    "Sidonie",
+    "si364",
+    0
+  ],
+  [
+    "Duncan",
+    "si364",
+    0
+  ],
+  [
+    "Allister",
+    "si422",
+    1
+  ],
+  [
+    "Bella",
+    "si422",
+    0
+  ],
+  [
+    "Zainedin",
+    "si422",
+    0
+  ],
+  [
+    "Marrwa",
+    "si422",
+    0
+  ],
+  [
+    "Franciszek",
+    "si422",
+    0
+  ],
+  [
+    "Koby",
+    "si422",
+    0
+  ],
+  [
+    "Cole",
+    "si422",
+    0
+  ],
+  [
+    "Igor",
+    "si422",
+    0
+  ],
+  [
+    "Sulayman",
+    "si422",
+    0
+  ],
+  [
+    "Safia",
+    "si422",
+    0
+  ],
+  [
+    "Fatima",
+    "si422",
+    0
+  ],
+  [
+    "Lacy",
+    "si422",
+    0
+  ],
+  [
+    "Xiao",
+    "si422",
+    0
+  ],
+  [
+    "Cameron",
+    "si422",
+    0
+  ],
+  [
+    "Nash",
+    "si422",
+    0
+  ],
+  [
+    "Ramsay",
+    "si422",
+    0
+  ],
+  [
+    "Laurie",
+    "si422",
+    0
+  ],
+  [
+    "Ray",
+    "si422",
+    0
+  ],
+  [
+    "Marty",
+    "si422",
+    0
+  ],
+  [
+    "Matt",
+    "si422",
+    0
+  ],
+  [
+    "Kady",
+    "si422",
+    0
+  ],
+  [
+    "Nidba",
+    "si422",
+    0
+  ],
+  [
+    "Kaydin",
+    "si422",
+    0
+  ],
+  [
+    "Lochlann",
+    "si422",
+    0
+  ],
+  [
+    "Joss",
+    "si422",
+    0
+  ],
+  [
+    "Kailas",
+    "si422",
+    0
+  ],
+  [
+    "Zohair",
+    "si422",
+    0
+  ],
+  [
+    "Mirrin",
+    "si422",
+    0
+  ],
+  [
+    "Muir",
+    "si422",
+    0
+  ],
+  [
+    "Zuzu",
+    "si422",
+    0
+  ],
+  [
+    "Preet",
+    "si422",
+    0
+  ],
+  [
+    "Aoibheann",
+    "si422",
+    0
+  ],
+  [
+    "Mila",
+    "si422",
+    0
+  ],
+  [
+    "Minha",
+    "si422",
+    0
+  ],
+  [
+    "Nisha",
+    "si422",
+    0
+  ],
+  [
+    "Maria",
+    "si422",
+    0
+  ],
+  [
+    "Bayli",
+    "si422",
+    0
+  ],
+  [
+    "Rheanan",
+    "si422",
+    0
+  ],
+  [
+    "Kaelin",
+    "si422",
+    0
+  ],
+  [
+    "Henri",
+    "si422",
+    0
+  ],
+  [
+    "Kaceylee",
+    "si422",
+    0
+  ],
+  [
+    "Ray",
+    "si422",
+    0
+  ],
+  [
+    "Xander",
+    "si422",
+    0
+  ],
+  [
+    "Jeemie",
+    "si422",
+    0
+  ],
+  [
+    "Rhyon",
+    "si422",
+    0
+  ],
+  [
+    "Teiyib",
+    "si422",
+    0
+  ],
+  [
+    "Coel",
+    "si422",
+    0
+  ],
+  [
+    "Cloe",
+    "si422",
+    0
+  ],
+  [
+    "Catherine",
+    "si422",
+    0
+  ],
+  [
+    "Marco",
+    "si422",
+    0
+  ],
+  [
+    "Yuri",
+    "si422",
+    0
+  ],
+  [
+    "Ekaterina",
+    "si422",
+    0
+  ],
+  [
+    "Lotus",
+    "si430",
+    1
+  ],
+  [
+    "Esmee",
+    "si430",
+    0
+  ],
+  [
+    "Jersey",
+    "si430",
+    0
+  ],
+  [
+    "Basile",
+    "si430",
+    0
+  ],
+  [
+    "Bethany",
+    "si430",
+    0
+  ],
+  [
+    "Francesca",
+    "si430",
+    0
+  ],
+  [
+    "Mawahib",
+    "si430",
+    0
+  ],
+  [
+    "Justin",
+    "si430",
+    0
+  ],
+  [
+    "Jodie",
+    "si430",
+    0
+  ],
+  [
+    "Heddle",
+    "si430",
+    0
+  ],
+  [
+    "Nakeisha",
+    "si430",
+    0
+  ],
+  [
+    "Mehr",
+    "si430",
+    0
+  ],
+  [
+    "Chrystal",
+    "si430",
+    0
+  ],
+  [
+    "Caris",
+    "si430",
+    0
+  ],
+  [
+    "Mobeen",
+    "si430",
+    0
+  ],
+  [
+    "Lori",
+    "si430",
+    0
+  ],
+  [
+    "Emer",
+    "si430",
+    0
+  ],
+  [
+    "Mariena",
+    "si430",
+    0
+  ],
+  [
+    "Hajirah",
+    "si430",
+    0
+  ],
+  [
+    "Laticha",
+    "si430",
+    0
+  ],
+  [
+    "Regean",
+    "si430",
+    0
+  ],
+  [
+    "Hailie",
+    "si430",
+    0
+  ],
+  [
+    "Nyah",
+    "si430",
+    0
+  ],
+  [
+    "Niall",
+    "si430",
+    0
+  ],
+  [
+    "Ivan",
+    "si430",
+    0
+  ],
+  [
+    "Darius",
+    "si430",
+    0
+  ],
+  [
+    "Emmie",
+    "si430",
+    0
+  ],
+  [
+    "Hashem",
+    "si430",
+    0
+  ],
+  [
+    "Jessie",
+    "si430",
+    0
+  ],
+  [
+    "Kori",
+    "si430",
+    0
+  ],
+  [
+    "Berlin",
+    "si430",
+    0
+  ],
+  [
+    "Juniper",
+    "si430",
+    0
+  ],
+  [
+    "Amaia",
+    "si430",
+    0
+  ],
+  [
+    "Monty",
+    "si430",
+    0
+  ],
+  [
+    "Hadeel",
+    "si430",
+    0
+  ],
+  [
+    "Lorcan",
+    "si430",
+    0
+  ],
+  [
+    "Kaylum",
+    "si430",
+    0
+  ],
+  [
+    "Myah",
+    "si430",
+    0
+  ],
+  [
+    "Sandie",
+    "si430",
+    0
+  ],
+  [
+    "Eliane",
+    "si430",
+    0
+  ],
+  [
+    "Prabodhan",
+    "si430",
+    0
+  ],
+  [
+    "Estelle",
+    "si430",
+    0
+  ],
+  [
+    "Kayda",
+    "si430",
+    0
+  ],
+  [
+    "Alexzander",
+    "si430",
+    0
+  ],
+  [
+    "Miao",
+    "si430",
+    0
+  ],
+  [
+    "Shawnpaul",
+    "si430",
+    0
+  ],
+  [
+    "Akam",
+    "si430",
+    0
+  ],
+  [
+    "Eireann",
+    "si430",
+    0
+  ],
+  [
+    "Annoushka",
+    "si430",
+    0
+  ]
+]
\ No newline at end of file
diff --git a/db many to many exercise/roster_data_sample.json b/db many to many exercise/roster_data_sample.json
new file mode 100644
index 0000000..51b9e06
--- /dev/null
+++ b/db many to many exercise/roster_data_sample.json	
@@ -0,0 +1,1017 @@
+[
+  [
+    "Charley",
+    "si110",
+    1
+  ],
+  [
+    "Mea",
+    "si110",
+    0
+  ],
+  [
+    "Hattie",
+    "si110",
+    0
+  ],
+  [
+    "Lyena",
+    "si110",
+    0
+  ],
+  [
+    "Keziah",
+    "si110",
+    0
+  ],
+  [
+    "Ellyce",
+    "si110",
+    0
+  ],
+  [
+    "Thalia",
+    "si110",
+    0
+  ],
+  [
+    "Meabh",
+    "si110",
+    0
+  ],
+  [
+    "Aria",
+    "si110",
+    0
+  ],
+  [
+    "Reena",
+    "si110",
+    0
+  ],
+  [
+    "Ioannis",
+    "si110",
+    0
+  ],
+  [
+    "Reily",
+    "si110",
+    0
+  ],
+  [
+    "Sidharth",
+    "si110",
+    0
+  ],
+  [
+    "Keiara",
+    "si110",
+    0
+  ],
+  [
+    "Yann",
+    "si110",
+    0
+  ],
+  [
+    "Marykate",
+    "si110",
+    0
+  ],
+  [
+    "Dylan",
+    "si110",
+    0
+  ],
+  [
+    "Kiran",
+    "si110",
+    0
+  ],
+  [
+    "Faizaan",
+    "si110",
+    0
+  ],
+  [
+    "Aneshia",
+    "si110",
+    0
+  ],
+  [
+    "Kamron",
+    "si110",
+    0
+  ],
+  [
+    "Allen",
+    "si110",
+    0
+  ],
+  [
+    "Marshall",
+    "si110",
+    0
+  ],
+  [
+    "Rosa",
+    "si106",
+    1
+  ],
+  [
+    "Nora",
+    "si106",
+    0
+  ],
+  [
+    "Mairin",
+    "si106",
+    0
+  ],
+  [
+    "Zendel",
+    "si106",
+    0
+  ],
+  [
+    "Honie",
+    "si106",
+    0
+  ],
+  [
+    "Betsy",
+    "si106",
+    0
+  ],
+  [
+    "Davie",
+    "si106",
+    0
+  ],
+  [
+    "Larissa",
+    "si106",
+    0
+  ],
+  [
+    "Shaurya",
+    "si106",
+    0
+  ],
+  [
+    "Shania",
+    "si106",
+    0
+  ],
+  [
+    "Sorcha",
+    "si106",
+    0
+  ],
+  [
+    "Jeanna",
+    "si106",
+    0
+  ],
+  [
+    "Temba",
+    "si106",
+    0
+  ],
+  [
+    "Buse",
+    "si106",
+    0
+  ],
+  [
+    "Mohammed",
+    "si106",
+    0
+  ],
+  [
+    "Kayah",
+    "si106",
+    0
+  ],
+  [
+    "Kareena",
+    "si106",
+    0
+  ],
+  [
+    "Dineo",
+    "si106",
+    0
+  ],
+  [
+    "Philippa",
+    "si106",
+    0
+  ],
+  [
+    "Lia",
+    "si206",
+    1
+  ],
+  [
+    "Sharlyn",
+    "si206",
+    0
+  ],
+  [
+    "Linton",
+    "si206",
+    0
+  ],
+  [
+    "Temilade",
+    "si206",
+    0
+  ],
+  [
+    "Areez",
+    "si206",
+    0
+  ],
+  [
+    "MacCartney",
+    "si206",
+    0
+  ],
+  [
+    "Abubakar",
+    "si206",
+    0
+  ],
+  [
+    "Derryn",
+    "si206",
+    0
+  ],
+  [
+    "Elan",
+    "si206",
+    0
+  ],
+  [
+    "Vikki",
+    "si206",
+    0
+  ],
+  [
+    "Anisa",
+    "si206",
+    0
+  ],
+  [
+    "Klevis",
+    "si206",
+    0
+  ],
+  [
+    "Tait",
+    "si206",
+    0
+  ],
+  [
+    "Rhea",
+    "si206",
+    0
+  ],
+  [
+    "Pearsen",
+    "si206",
+    0
+  ],
+  [
+    "Willow",
+    "si206",
+    0
+  ],
+  [
+    "Skye",
+    "si206",
+    0
+  ],
+  [
+    "Caralee",
+    "si206",
+    0
+  ],
+  [
+    "Charlee",
+    "si206",
+    0
+  ],
+  [
+    "Karyn",
+    "si206",
+    0
+  ],
+  [
+    "Elana",
+    "si206",
+    0
+  ],
+  [
+    "Maggie",
+    "si206",
+    0
+  ],
+  [
+    "Eryk",
+    "si206",
+    0
+  ],
+  [
+    "Zulaikha",
+    "si301",
+    1
+  ],
+  [
+    "Elshan",
+    "si301",
+    0
+  ],
+  [
+    "Anastasia",
+    "si301",
+    0
+  ],
+  [
+    "Connar",
+    "si301",
+    0
+  ],
+  [
+    "Anay",
+    "si301",
+    0
+  ],
+  [
+    "Jayla",
+    "si301",
+    0
+  ],
+  [
+    "Cai",
+    "si301",
+    0
+  ],
+  [
+    "Zijie",
+    "si301",
+    0
+  ],
+  [
+    "Riana",
+    "si301",
+    0
+  ],
+  [
+    "Codie",
+    "si301",
+    0
+  ],
+  [
+    "Colette",
+    "si301",
+    0
+  ],
+  [
+    "Lucee",
+    "si301",
+    0
+  ],
+  [
+    "Tatiana",
+    "si301",
+    0
+  ],
+  [
+    "Zhong",
+    "si301",
+    0
+  ],
+  [
+    "Lowri",
+    "si301",
+    0
+  ],
+  [
+    "Maggy",
+    "si301",
+    0
+  ],
+  [
+    "Basher",
+    "si301",
+    0
+  ],
+  [
+    "Tanika",
+    "si301",
+    0
+  ],
+  [
+    "Aria",
+    "si301",
+    0
+  ],
+  [
+    "Belle",
+    "si301",
+    0
+  ],
+  [
+    "Laranya",
+    "si301",
+    0
+  ],
+  [
+    "Dayna",
+    "si301",
+    0
+  ],
+  [
+    "Elleanne",
+    "si301",
+    0
+  ],
+  [
+    "Maanav",
+    "si310",
+    1
+  ],
+  [
+    "Tamta",
+    "si310",
+    0
+  ],
+  [
+    "Frazer",
+    "si310",
+    0
+  ],
+  [
+    "Sacha",
+    "si310",
+    0
+  ],
+  [
+    "Aidan",
+    "si310",
+    0
+  ],
+  [
+    "Abel",
+    "si310",
+    0
+  ],
+  [
+    "Ahtasham",
+    "si310",
+    0
+  ],
+  [
+    "Avinash",
+    "si310",
+    0
+  ],
+  [
+    "Colette",
+    "si310",
+    0
+  ],
+  [
+    "Cohen",
+    "si310",
+    0
+  ],
+  [
+    "Rori",
+    "si310",
+    0
+  ],
+  [
+    "Youer",
+    "si310",
+    0
+  ],
+  [
+    "Jamey",
+    "si310",
+    0
+  ],
+  [
+    "Makenzie",
+    "si310",
+    0
+  ],
+  [
+    "Ida",
+    "si310",
+    0
+  ],
+  [
+    "Alexzander",
+    "si310",
+    0
+  ],
+  [
+    "Kavita",
+    "si310",
+    0
+  ],
+  [
+    "Talia",
+    "si310",
+    0
+  ],
+  [
+    "Anthony",
+    "si310",
+    0
+  ],
+  [
+    "Elona",
+    "si334",
+    1
+  ],
+  [
+    "Inan",
+    "si334",
+    0
+  ],
+  [
+    "Caoilainn",
+    "si334",
+    0
+  ],
+  [
+    "Ainsley",
+    "si334",
+    0
+  ],
+  [
+    "Franciszek",
+    "si334",
+    0
+  ],
+  [
+    "Corrie",
+    "si334",
+    0
+  ],
+  [
+    "Nolan",
+    "si334",
+    0
+  ],
+  [
+    "Makala",
+    "si334",
+    0
+  ],
+  [
+    "Obieluem",
+    "si334",
+    0
+  ],
+  [
+    "Camryn",
+    "si334",
+    0
+  ],
+  [
+    "Honie",
+    "si334",
+    0
+  ],
+  [
+    "Ole",
+    "si334",
+    0
+  ],
+  [
+    "Raine",
+    "si334",
+    0
+  ],
+  [
+    "Tyllor",
+    "si334",
+    0
+  ],
+  [
+    "Diane",
+    "si334",
+    0
+  ],
+  [
+    "Cullen",
+    "si334",
+    0
+  ],
+  [
+    "Taylor",
+    "si334",
+    0
+  ],
+  [
+    "Schekina",
+    "si334",
+    0
+  ],
+  [
+    "Kensey",
+    "si334",
+    0
+  ],
+  [
+    "Zhi",
+    "si334",
+    0
+  ],
+  [
+    "Kiran",
+    "si334",
+    0
+  ],
+  [
+    "Tymoteusz",
+    "si334",
+    0
+  ],
+  [
+    "Windsor",
+    "si363",
+    1
+  ],
+  [
+    "Kashish",
+    "si363",
+    0
+  ],
+  [
+    "Diarmid",
+    "si363",
+    0
+  ],
+  [
+    "Laura",
+    "si363",
+    0
+  ],
+  [
+    "Jaskaran",
+    "si363",
+    0
+  ],
+  [
+    "Presley",
+    "si363",
+    0
+  ],
+  [
+    "Brooklynn",
+    "si363",
+    0
+  ],
+  [
+    "Heddle",
+    "si363",
+    0
+  ],
+  [
+    "Travis",
+    "si363",
+    0
+  ],
+  [
+    "Alx",
+    "si363",
+    0
+  ],
+  [
+    "Airen",
+    "si363",
+    0
+  ],
+  [
+    "Erika",
+    "si363",
+    0
+  ],
+  [
+    "Mackie",
+    "si363",
+    0
+  ],
+  [
+    "Wen",
+    "si363",
+    0
+  ],
+  [
+    "Seaan",
+    "si363",
+    0
+  ],
+  [
+    "Meghan",
+    "si363",
+    0
+  ],
+  [
+    "Ryaan",
+    "si363",
+    0
+  ],
+  [
+    "Imogem",
+    "si364",
+    1
+  ],
+  [
+    "Harlie",
+    "si364",
+    0
+  ],
+  [
+    "Ronnie",
+    "si364",
+    0
+  ],
+  [
+    "Lucca",
+    "si364",
+    0
+  ],
+  [
+    "Shanelle",
+    "si364",
+    0
+  ],
+  [
+    "Ieuan",
+    "si364",
+    0
+  ],
+  [
+    "Anneliese",
+    "si364",
+    0
+  ],
+  [
+    "Simon",
+    "si364",
+    0
+  ],
+  [
+    "Sorche",
+    "si364",
+    0
+  ],
+  [
+    "Nawal",
+    "si364",
+    0
+  ],
+  [
+    "Adelaide",
+    "si364",
+    0
+  ],
+  [
+    "Rhia",
+    "si364",
+    0
+  ],
+  [
+    "Katarzyna",
+    "si364",
+    0
+  ],
+  [
+    "LLeyton",
+    "si364",
+    0
+  ],
+  [
+    "Enzo",
+    "si364",
+    0
+  ],
+  [
+    "Declan",
+    "si364",
+    0
+  ],
+  [
+    "Emelie",
+    "si364",
+    0
+  ],
+  [
+    "Baillie",
+    "si364",
+    0
+  ],
+  [
+    "Shola",
+    "si364",
+    0
+  ],
+  [
+    "Jenna",
+    "si422",
+    1
+  ],
+  [
+    "Miles",
+    "si422",
+    0
+  ],
+  [
+    "Sakina",
+    "si422",
+    0
+  ],
+  [
+    "Melanie",
+    "si422",
+    0
+  ],
+  [
+    "Bailie",
+    "si422",
+    0
+  ],
+  [
+    "Cassy",
+    "si422",
+    0
+  ],
+  [
+    "Nikash",
+    "si422",
+    0
+  ],
+  [
+    "Hebe",
+    "si422",
+    0
+  ],
+  [
+    "Sia",
+    "si422",
+    0
+  ],
+  [
+    "Skyla",
+    "si422",
+    0
+  ],
+  [
+    "Jamaal",
+    "si422",
+    0
+  ],
+  [
+    "Keanna",
+    "si422",
+    0
+  ],
+  [
+    "Vanya",
+    "si422",
+    0
+  ],
+  [
+    "Temperance",
+    "si422",
+    0
+  ],
+  [
+    "Hafiza",
+    "si422",
+    0
+  ],
+  [
+    "Alx",
+    "si422",
+    0
+  ],
+  [
+    "Brigitte",
+    "si422",
+    0
+  ],
+  [
+    "Eliana",
+    "si422",
+    0
+  ],
+  [
+    "Kayden",
+    "si422",
+    0
+  ],
+  [
+    "Man",
+    "si422",
+    0
+  ],
+  [
+    "Jaydyn",
+    "si422",
+    0
+  ],
+  [
+    "Soukina",
+    "si430",
+    1
+  ],
+  [
+    "Stephenjunior",
+    "si430",
+    0
+  ],
+  [
+    "Buddy",
+    "si430",
+    0
+  ],
+  [
+    "Holly",
+    "si430",
+    0
+  ],
+  [
+    "Kamilia",
+    "si430",
+    0
+  ],
+  [
+    "Cassie",
+    "si430",
+    0
+  ],
+  [
+    "Kris",
+    "si430",
+    0
+  ],
+  [
+    "Maia",
+    "si430",
+    0
+  ],
+  [
+    "Abel",
+    "si430",
+    0
+  ],
+  [
+    "Tamika",
+    "si430",
+    0
+  ],
+  [
+    "Deano",
+    "si430",
+    0
+  ],
+  [
+    "Rosa",
+    "si430",
+    0
+  ],
+  [
+    "Georgia",
+    "si430",
+    0
+  ],
+  [
+    "Louie",
+    "si430",
+    0
+  ],
+  [
+    "Kassie",
+    "si430",
+    0
+  ],
+  [
+    "Mutinta",
+    "si430",
+    0
+  ],
+  [
+    "Manwen",
+    "si430",
+    0
+  ]
+]
\ No newline at end of file
diff --git a/db many to many exercise/rosterdb.sqlite b/db many to many exercise/rosterdb.sqlite
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