CWMS REST API for Data Retrieval
Python 3.9+
pip install cwms-python
Then import the package:
import cwms
import cwms
from datetime import datetime, timedelta
end = datetime.now()
begin = end - timedelta(days = 10)
data = cwms.get_timeseries(ts_id='Some.Fully.Qualified.Ts.Id',office_id='OFFICE1' , begin = begin, end = end)
#a cwms data object will be provided this object containes both the JSON as well
#as the values converted into a dataframe
#display the dataframe
df = data.df
print(df)
date-time value quality-code
0 2024-04-23 08:15:00 86.57 3
1 2024-04-23 08:30:00 86.57 3
2 2024-04-23 08:45:00 86.58 3
3 2024-04-23 09:00:00 86.58 3
4 2024-04-23 09:15:00 86.58 3
5 2024-04-23 09:30:00 86.58 3
6 2024-04-23 09:45:00 86.59 3
7 2024-04-23 10:00:00 86.58 3
#display JSON
json = data.JSON
print(json)
{'name': 'Some.Fully.Qualified.Ts.Id',
'office-id': 'MVP',
'units': 'ft',
'values': [['2024-04-23T08:15:00', 86.57, 3],
['2024-04-23T08:30:00', 86.57, 3],
['2024-04-23T08:45:00', 86.57999999999997, 3],
['2024-04-23T09:00:00', 86.57999999999997, 3],
['2024-04-23T09:15:00', 86.57999999999997, 3],
['2024-04-23T09:30:00', 86.57999999999997, 3],
['2024-04-23T09:45:00', 86.59, 3],
['2024-04-23T10:00:00', 86.57999999999997, 3]],
'version-date': None}