In [9]:

    

import pandas as pd
import requests
from tqdm import tqdm_notebook

from phildb.database import PhilDB


    

In [2]:

    

stats_url = "http://www.bom.gov.au/clim_data/cdio/tables/text/IDCJCM0035_{0}.csv"


    

In [3]:

    

db = PhilDB('hm_tsdb')


    

In [7]:

    

stations = db.list_timeseries_instances(source = 'BOM_ACORN_SAT').ts_id.unique()


    

In [12]:

    

for station_id in tqdm_notebook(stations):
    r = requests.get(stats_url.format(station_id), stream=True)
    with open('data/stats/IDCJCM0035_{0}.csv'.format(station_id), 'wb') as fd:
        for chunk in r.iter_content(1024):
            fd.write(chunk)