Source code for pyFTS.data.SONDA
"""
SONDA - Sistema de Organização Nacional de Dados Ambientais, from INPE - Instituto Nacional de Pesquisas Espaciais, Brasil.
Brasilia station
Source: http://sonda.ccst.inpe.br/
"""
from pyFTS.data import common
import pandas as pd
import numpy as np
[docs]def get_data(field:str) -> np.ndarray:
"""
Get a simple univariate time series data.
:param field: the dataset field name to extract
:return: numpy array
"""
dat = get_dataframe()
dat = np.array(dat[field])
return dat
[docs]def get_dataframe() -> pd.DataFrame:
"""
Get the complete multivariate time series data.
:return: Pandas DataFrame
"""
dat = common.get_dataframe('SONDA_BSB.csv.bz2',
'https://github.com/petroniocandido/pyFTS/raw/8f20f3634aa6a8f58083bdcd1bbf93795e6ed767/pyFTS/data/SONDA_BSB.csv.bz2',
sep=";", compression='bz2')
dat["datahora"] = pd.to_datetime(dat["datahora"], format='%Y-%m-%d %H:%M:%S')
return dat