import pandas as pd
import time as ptime
from twin.networking.mqtt import MQTTClient

TIME_FACTOR = 300

ivef = "results-de2/plan-anomaly.csv"
ivef = pd.read_csv(ivef, usecols=["mmsi", "start", "ETA", "source", "target", "task"], dtype={"mmsi": str})
ivef.sort_values("start", inplace=True)

initial_start = ivef.iloc[0]["start"]
ivef["start"] -= initial_start
ivef["ETA"] -= initial_start
ivef["start"] /= 1000
ivef["ETA"] /= 1000

client = MQTTClient("ActualObject")
client.spin()
client.publish("initial_time", [initial_start / 1000, TIME_FACTOR])

time = 0
for ridx, row in ivef.iterrows():
	if row["start"] == time:
		client.publish("tasks", row.to_list())
	else:
		duration = row["start"] - time
		ptime.sleep(duration / TIME_FACTOR)
		client.publish("tasks", row.to_list())
		time = row["start"]