from datetime import timedelta
import pandas as pd
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)
total_vaccinations = int(data["CijepljenjeBrUtrosenihDoza"])
people_vaccinated = int(data["CijepljeniJednomDozom"])
people_fully_vaccinated = int(data["CijepljeniDvijeDoze"])
date = str((pd.to_datetime(data["Datum"]) - timedelta(days=1)).date())
return pd.Series(
data={
"total_vaccinations": total_vaccinations,
"people_vaccinated": people_vaccinated,
"people_fully_vaccinated": people_fully_vaccinated,
"date": date,
}
)
[docs]def enrich_location(ds: pd.Series) -> pd.Series:
return enrich_data(ds, "location", "Croatia")
[docs]def enrich_vaccine(ds: pd.Series) -> pd.Series:
return enrich_data(ds, "vaccine", "Johnson&Johnson, Moderna, Novavax, Oxford/AstraZeneca, Pfizer/BioNTech")
[docs]def enrich_source(ds: pd.Series) -> pd.Series:
return enrich_data(ds, "source_url", "https://www.koronavirus.hr")
[docs]def pipeline(ds: pd.Series) -> pd.Series:
return ds.pipe(enrich_location).pipe(enrich_vaccine).pipe(enrich_source)
[docs]def main():
source = "https://www.koronavirus.hr/data/stats_latest.json"
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=data["source_url"],
vaccine=data["vaccine"],
)