generators/uae.py

from faker import Faker
import pandas as pd
import random

fake = Faker("en_US")  # No specific UAE locale in Faker

def generate(fields, count):
    data = []
    for _ in range(count):
        row = {}
        if "name" in fields:
            row["Name"] = fake.name()
        if "email" in fields:
            row["Email"] = fake.email()
        if "phone" in fields:
            # UAE mobile format: starts with 050-059
            prefix = random.choice(['050', '052', '054', '055', '056', '058'])
            row["Phone"] = f"{prefix}{random.randint(1000000, 9999999)}"
        if "address" in fields:
            row["Address"] = f"{fake.street_address()}, Dubai, UAE"
        if "id" in fields:
            # Generate dummy Emirates ID: 784-YYYY-NNNNNNN-C
            row["Emirates ID"] = f"784-{random.randint(1950, 2023)}-{random.randint(1000000, 9999999)}-{random.randint(0, 9)}"
        data.append(row)
    return pd.DataFrame(data)