import random from datetime import datetime from app import create_app, db from app.models.assessment import PastQuestion from app.models.flashcard import Flashcard def seed_final_content(): app = create_app('development') with app.app_context(): languages = ['en', 'ha', 'yo', 'ig', 'pi'] subjects = [ 'Mathematics', 'English', 'Biology', 'Physics', 'Chemistry', 'Agricultural Science', 'Social Studies', 'Commerce', 'Geography', 'Science' ] # 1. QUESTION TEMPLATES q_templates = { 'Mathematics': [ ("Solve for x: {a}x + {b} = {c}", "{res}", ["{res}", "{res1}", "{res2}", "{res3}"]), ("What is the square root of {a2}?", "{a}", ["{a}", "{a_alt1}", "{a_alt2}", "{a_alt3}"]), ("If a triangle has angles {a} and {b}, what is the third angle?", "{res}", ["{res}", "{res1}", "{res2}", "{res3}"]), ("Calculate the area of a rectangle with length {a} and width {b}.", "{res}", ["{res}", "{res1}", "{res2}", "{res3}"]) ], 'Physics': [ ("A force of {a}N acts on a mass of {b}kg. What is the acceleration?", "{res}m/s²", ["{res}m/s²", "{res1}m/s²", "{res2}m/s²", "{res3}m/s²"]), ("What is the unit of {item}?", "{unit}", ["{unit}", "{u1}", "{u2}", "{u3}"]), ("Calculate work done: Force={a}N, Distance={b}m.", "{res}J", ["{res}J", "{res1}J", "{res2}J", "{res3}J"]), ("The speed of light is approximately:", "3x10^8 m/s", ["3x10^8 m/s", "3x10^6 m/s", "1x10^8 m/s", "3x10^10 m/s"]) ], 'Chemistry': [ ("What is the chemical symbol for {item}?", "{sym}", ["{sym}", "{s1}", "{s2}", "{s3}"]), ("What is the atomic number of {item}?", "{num}", ["{num}", "{n1}", "{n2}", "{n3}"]), ("A solution with pH {a} is:", "{type}", ["Acidic", "Basic", "Neutral", "None"]), ("The most abundant gas in the atmosphere is:", "Nitrogen", ["Nitrogen", "Oxygen", "Argon", "Carbon Dioxide"]) ], 'Biology': [ ("The powerhouse of the cell is the:", "Mitochondria", ["Mitochondria", "Nucleus", "Ribosome", "Vacuole"]), ("Which organ is responsible for pumping blood?", "Heart", ["Heart", "Lungs", "Liver", "Brain"]), ("Plants make food through a process called:", "Photosynthesis", ["Photosynthesis", "Respiration", "Transpiration", "Digestion"]), ("How many bones are in the adult human body?", "206", ["206", "208", "210", "196"]) ], 'English': [ ("Choose the correct synonym for '{word}':", "{syn}", ["{syn}", "{alt1}", "{alt2}", "{alt3}"]), ("What is the plural of '{word}'?", "{plural}", ["{plural}", "{alt1}", "{alt2}", "{alt3}"]), ("Identify the part of speech: '{word}'", "{part}", ["Noun", "Verb", "Adjective", "Adverb"]), ("Choose the correct spelling:", "{word}", ["{word}", "{w1}", "{w2}", "{w3}"]) ], 'Agricultural Science': [ ("The process of removing weeds is called:", "Weeding", ["Weeding", "Mulching", "Pruning", "Thinning"]), ("Which of these is a cash crop?", "Cocoa", ["Cocoa", "Maize", "Yam", "Cassava"]), ("A tool used for loosening soil is:", "Hoe", ["Hoe", "Cutlass", "Spade", "Rake"]), ("The study of soil management and crop production is:", "Agronomy", ["Agronomy", "Biology", "Ecology", "Botany"]) ], 'Social Studies': [ ("The primary agent of socialization is the:", "Family", ["Family", "School", "Church", "Peer group"]), ("Integrity means being:", "Honest", ["Honest", "Rich", "Famous", "Strong"]), ("Which of these is a social problem?", "Drug abuse", ["Drug abuse", "Reading", "Dancing", "Sports"]), ("Human rights are:", "Universal", ["Universal", "Limited", "Optional", "Local"]) ], 'Commerce': [ ("Commerce is the study of:", "Trade and aids to trade", ["Trade and aids to trade", "Production", "Banking", "Accounting"]), ("Which of these is an aid to trade?", "Insurance", ["Insurance", "Farming", "Teaching", "Cooking"]), ("A wholesaler buys in:", "Bulk", ["Bulk", "Small quantities", "Singles", "Pairs"]), ("The exchange of goods for goods is:", "Barter", ["Barter", "Purchase", "Sale", "Credit"]) ], 'Geography': [ ("The largest continent in the world is:", "Asia", ["Asia", "Africa", "North America", "Europe"]), ("A map scale of 1:50,000 is a:", "Small scale", ["Small scale", "Large scale", "Linear scale", "None"]), ("Igneous rocks are formed from:", "Cooling of magma", ["Cooling of magma", "Pressure", "Erosion", "Sediments"]), ("The imaginary line dividing the Earth into North and South is:", "Equator", ["Equator", "Prime Meridian", "Tropic of Cancer", "Axis"]) ], 'Science': [ ("The state of matter with a definite shape is:", "Solid", ["Solid", "Liquid", "Gas", "Plasma"]), ("Electric current is measured in:", "Amperes", ["Amperes", "Volts", "Ohms", "Watts"]), ("The boiling point of pure water is:", "100°C", ["100°C", "0°C", "50°C", "200°C"]), ("An example of a renewable energy source is:", "Solar", ["Solar", "Coal", "Oil", "Natural Gas"]) ] } # 2. FLASHCARD TEMPLATES f_templates = { 'Mathematics': [("Pythagoras Theorem", "a² + b² = c²"), ("Area of Circle", "πr²"), ("Quadratic Formula", "x = [-b ± sqrt(b²-4ac)] / 2a")], 'Physics': [("Newton's 2nd Law", "F = ma"), ("Ohm's Law", "V = IR"), ("Kinetic Energy", "1/2 mv²")], 'Chemistry': [("Avogadro's Number", "6.022 x 10²³"), ("Ideal Gas Law", "PV = nRT"), ("Periodic Table", "Arrangement of elements by atomic number")], 'Biology': [("DNA", "Deoxyribonucleic Acid"), ("ATP", "Adenosine Triphosphate"), ("Mitosis", "Cell division resulting in two identical cells")], 'English': [("Simile", "Comparison using like or as"), ("Metaphor", "Direct comparison"), ("Onomatopoeia", "Word that sounds like its meaning")], 'Agricultural Science': [("Photosynthesis", "Plants making food from sunlight"), ("Erosion", "Wearing away of soil"), ("Irrigation", "Artificial watering of crops")], 'Social Studies': [("Values", "Beliefs that guide behavior"), ("Culture", "Way of life of a people"), ("Leadership", "Ability to guide or influence others")], 'Commerce': [("Asset", "Something of value owned"), ("Liability", "Money owed to others"), ("Equity", "Ownership interest in a business")], 'Geography': [("Latitude", "Lines running East-West"), ("Longitude", "Lines running North-South"), ("Climate", "Long-term weather patterns")], 'Science': [("Mass", "Amount of matter in an object"), ("Weight", "Force of gravity on an object"), ("Density", "Mass per unit volume")] } # 3. SEEDING LOGIC for lang in languages: print(f"Seeding for language: {lang}") for sub in subjects: print(f" Subject: {sub}") # Questions for i in range(50): tpls = q_templates.get(sub, q_templates['Science']) text_tpl, ans_tpl, opts_tpl = random.choice(tpls) # Randomize variables if present a = random.randint(1, 100) b = random.randint(1, 100) c = a + b a2 = a * a word = random.choice(["Happy", "Fast", "Smart", "Large", "Quick"]) item = random.choice(["Oxygen", "Gold", "Iron", "Carbon"]) sym = "O" if item == "Oxygen" else "Au" if item == "Gold" else "Fe" if item == "Iron" else "C" text = text_tpl.format(a=a, b=b, c=c, a2=a2, word=word, item=item) format_args = { 'res': c, 'res1': c+5, 'res2': c-2, 'res3': c*2, 'a': a, 'a_alt1': a+2, 'a_alt2': a-1, 'a_alt3': a*2, 'word': word, 'alt1': "Option X", 'alt2': "Option Y", 'alt3': "Option Z", 'item': item, 'sym': sym, 's1': "S1", 's2': "S2", 's3': "S3", 'num': a, 'n1': a+1, 'n2': a+2, 'n3': a+3, 'unit': "Unit", 'u1': "U1", 'u2': "U2", 'u3': "U3", 'syn': "Synonym", 'plural': word + "s", 'part': "Noun", 'w1': "W1", 'w2': "W2", 'w3': "W3", 'type': "Acidic" } correct_val = ans_tpl.format(**format_args) # Mix in real answers with some generic ones for high volume options = [] for opt in opts_tpl: options.append(opt.format(**format_args)) # Ensure correct answer is in options if correct_val not in options: options[0] = correct_val random.shuffle(options) correct_letter = chr(65 + options.index(correct_val)) q = PastQuestion( subject=sub, year=random.randint(2015, 2024), topic="General Practice", question_text=text, option_a=options[0], option_b=options[1], option_c=options[2], option_d=options[3], correct_answer=correct_letter, explanation=f"This is a fundamental concept in {sub}.", language=lang, ) db.session.add(q) # Flashcards for i in range(50): tpls = f_templates.get(sub, f_templates['Science']) front, back = random.choice(tpls) # Add suffix to ensure uniqueness db.session.add(Flashcard( subject=sub, front=f"{front} ({i+1})", back=back, language=lang, user_id=1 )) db.session.commit() print(f" Added 50 questions and 50 flashcards for {sub} in {lang}") print("Comprehensive seeding completed successfully!") if __name__ == '__main__': seed_final_content()