Configurable covid tracing data generator, which simulates the following:
- Random generation of employees
- Random generation of meeting rooms
- For each day from the start day till last day:
- We maintain a set of sick and healthy employees
- Sick employees do not attend office
- Healthy employees attend meetings (Meetings are randomly generated, with a configurable number of employees per meeting. An employees schedule is free of conflicts)
- Healthy employees self-report symptoms (1), with a configurable probability
- Healthy employees get temperature scanned at the office (2), with a configurable probability
- Healthy employees receive contact tracing notifications (3), with a configurable probability
- Employees (1), (2) and (3) submit covid tests
- Some employees test positive (with a configurable probability) leading to contact tracing notifications for employees they attended meetings with + non-mandatory notifications
- Cases and health statuses are updated for existing and newly sick employees:
- After a certain number of days, an employee can reach a terminal status (back to work, resignation or deceased). (probability is configurable)
Also supports object oriented query generation by a class extending MySQLInsertable. All private fields (starting with '__') are included in the insert query
An example configuration is given below:
{
"first_names": [
"sarthak",
"vaibhav",
"vaibhav",
"tanya",
"sweta",
"ritesh",
"kriti",
"subham",
"kartik",
"rohan",
"akshat",
"vedant"
],
"last_names": [
"agarwal",
"saini",
"singal",
"agarwal",
"singh",
"reddy",
"jha",
"kumar",
"kalia",
"samtani",
"jain",
"bharat"
],
"max_employees": 25,
"max_meeting_rooms": 10,
"max_meetings": 50,
"max_meetings_per_day": 3,
"employees_per_meeting": 3,
"max_rooms": 10,
"max_floors": 10,
"start_day": "2023-09-01",
"num_days": 10,
"max_symptomatic_employees_per_day": 1,
"max_symptoms": 5,
"symptoms": [
"cough",
"cold",
"fever",
"body ache",
"loss of taste/smell"
],
"locations": [
"hospital",
"onsite",
"clinic"
],
"symptom_test_delay": 6,
"scan_fever_threshold": 100.0,
"sickness_probability_den": 5,
"scan_test_delay": 1,
"scan_delay_hours": 7,
"test_delay_hours": 6,
"sick_employee_retest_delay_days": 7,
"test_results": [
"POSITIVE",
"NEGATIVE"
],
"initial_resolutions": [
"sick"
],
"terminal_resolutions": [
"back to work",
"left company",
"deceased"
],
"case_test_delay_hours": 2,
"notification_look_back_days": 3,
"notification_test_delay_days": 1,
"health_status_delay_hours": 19,
"resignation_chance_one_in": 7,
"decease_chance_one_in": 8,
"expel_delay_days": 5
}
To run, import the project in PyCharm and run src/main.py