This is an API access example using token-based authentication with Python.
import requests import pandas as pd token = 'your_token_here' api_base = 'https://www.renewables.ninja/api/' s = requests.session() # Send token header with each request s.headers = {'Authorization': 'Token ' + token} ## # PV example ## url = api_base + 'data/pv' args = { 'lat': 34.125, 'lon': 39.814, 'date_from': '2015-01-01', 'date_to': '2015-12-31', 'dataset': 'merra2', 'capacity': 1.0, 'system_loss': 0.1, 'tracking': 0, 'tilt': 35, 'azim': 180, 'format': 'json' } r = s.get(url, params=args) # Parse JSON to get a pandas.DataFrame of data and dict of metadata parsed_response = json.loads(r.text) data = pd.read_json(json.dumps(parsed_response['data']), orient='index') metadata = parsed_response['metadata']
Getting wind data works analogously:
## # Wind example ## url = api_base + 'data/wind' args = { 'lat': 34.125, 'lon': 39.814, 'date_from': '2015-01-01', 'date_to': '2015-12-31', 'capacity': 1.0, 'height': 100, 'turbine': 'Vestas V80 2000', 'format': 'json' } r = s.get(url, params=args) parsed_response = json.loads(r.text) data = pd.read_json(json.dumps(parsed_response['data']), orient='index') metadata = parsed_response['metadata']