HISTORICAL_DATE_COLUMN = "ds"
HISTORICAL_ITEM_COLUMN = "property"
ZONE_COL = "station"
HISTORICAL_TARGET_COLUMN = "y"

PATH_DATA = "data/datos_ambiente_quito.parquet"
# PATH_DATA = "/Users/sebastianalejandrosarastizambonino/Documents/conferences/aws_community_day_2025/data/datos_ambiente_quito.parquet"

FREQUENCY = "h"

MIN_PRED_DATE = "2025-08-29 23:00:00"
MAX_PRED_DATE = "2025-08-31 23:00:00"
N_PRED_STEPS = 48
MIN_PRED_DATE_LIMIT = 1
MAX_PRED_DATE_LIMIT = 128

PROPERTIES_TO_PREDICT = ["co", "pm-2.5", "temperature"]
ZONES_TO_PREDICT = [
    "BELISARIO",
    "CARAPUNGO",
    "CENTRO",
    "COTOCOLLAO",
    "EL CAMAL",
    "LOS CHILLOS",
    "TUMBACO",
    "SAN ANTONIO",
]

UNITS_MEASURED = {"co": "mg/m3", "pm-2.5": "µg/m3", "temperature": "°C"}

MAX_SAFETY_LIMITS = {
    "pm-2.5": "35 µg/m3 daily",  # reference: https://ww2.arb.ca.gov/es/resources/inhalable-particulate-matter-and-health
    "co": "23 mg/m3",  # reference: https://www.healthcouncil.nl/documents/2024/09/09/carbon-monoxide
    "temperature": "N/A",
}