Source code for cowidev.vax.incremental.aruba
import pandas as pd
from cowidev.utils.clean.dates import localdate
from cowidev.utils.web import request_json
from cowidev.vax.utils.incremental import enrich_data, increment
[docs]def read(source: str) -> pd.Series:
data = request_json(source)
for count in data:
if count[0] == "2nd Vaccine taken":
people_fully_vaccinated = count[1]
if count[0] == "1st Vaccine taken":
dose1_only = count[1]
people_vaccinated = dose1_only + people_fully_vaccinated
return pd.Series(
{
"people_vaccinated": people_vaccinated,
"people_fully_vaccinated": people_fully_vaccinated,
}
)
[docs]def add_totals(ds: pd.Series) -> pd.Series:
total_vaccinations = ds["people_vaccinated"] + ds["people_fully_vaccinated"]
return enrich_data(ds, "total_vaccinations", total_vaccinations)
[docs]def enrich_date(ds: pd.Series) -> pd.Series:
date = localdate("America/Aruba")
return enrich_data(ds, "date", date)
[docs]def enrich_vaccine(ds: pd.Series) -> pd.Series:
return enrich_data(ds, "vaccine", "Pfizer/BioNTech")
[docs]def pipeline(ds: pd.Series) -> pd.Series:
return ds.pipe(add_totals).pipe(enrich_location).pipe(enrich_vaccine).pipe(enrich_date)
[docs]def main():
source = "https://api.dvgapp.org/healthcheck-restful-api/public/population/total"
data = read(source).pipe(pipeline)
increment(
location=data["location"],
total_vaccinations=data["total_vaccinations"],
people_vaccinated=data["people_vaccinated"],
people_fully_vaccinated=data["people_fully_vaccinated"],
date=data["date"],
source_url="https://www.government.aw",
vaccine=data["vaccine"],
)