Source code for cowidev.testing.batch.malaysia
import pandas as pd
from cowidev.testing import CountryTestBase
[docs]class Malaysia(CountryTestBase):
location: str = "Malaysia"
units: str = "people tested"
source_label: str = "Malaysia Ministry of Health"
source_url: str = "https://raw.githubusercontent.com/MoH-Malaysia/covid19-public/main/epidemic/tests_malaysia.csv"
source_url_ref: str = "https://github.com/MoH-Malaysia/covid19-public"
notes: str = "Made available by the Malaysia Ministry of Health on GitHub"
rename_columns: dict = {"date": "Date"}
[docs] def pipe_metrics(self, df: pd.DataFrame) -> pd.DataFrame:
df = df.sort_values("Date")
daily = df["rtk-ag"] + df["pcr"]
return df.assign(**{"Daily change in cumulative total": daily, "Cumulative total": daily.cumsum()}).drop(
columns=["rtk-ag", "pcr"]
)
[docs] def pipeline(self, df: pd.DataFrame) -> pd.DataFrame:
return df.pipe(self.pipe_rename_columns).pipe(self.pipe_metrics).pipe(self.pipe_metadata)