1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
|
#!/usr/bin/env python3
''' Get energyprices from Entsoe '''
import os
import sys
from datetime import datetime
from datetime import timedelta
import requests
import xmltodict
from tzlocal import get_localzone
from dateutil import tz
import common
# variables
# Getting an api-key isn't very well documented. The documentation [1] points
# to a pdf [2], which says the following:
# > In order to request the access to the Restful API, please register on the
# > Transparency Platform and send an email to transparency@entsoe.eu with
# > “Restful API access” in the subject line. Indicate the email address you
# > entered during registration in the email body. We will make our best to
# > respond to your request.
# 1: https://transparency.entsoe.eu/content/static_content/Static%20content/web%20api/Guide.html#_authentication_and_authorisation
# 2: https://transparency.entsoe.eu/content/static_content/download?path=/Static%20content/API-Token-Management.pdf
apiKey = os.environ['el_entsoe_token']
# https://transparency.entsoe.eu/content/static_content/Static%20content/web%20api/Guide.html
apiUrl = "https://web-api.tp.entsoe.eu/api?securityToken=" + apiKey
startTime = datetime.now(get_localzone()) - timedelta(days = 7)
startTime = startTime.strftime('%Y%m%d')
endTime = datetime.now(get_localzone()) + timedelta(days = 1)
endTime = endTime.strftime('%Y%m%d')
jobname = os.path.splitext(os.path.basename(__file__))[0]
# https://transparency.entsoe.eu/content/static_content/Static%20content/web%20api/Guide.html#_areas
areas = [ {"name": "NO-0", "code": "10YNO-0--------C"},
{"name": "NO-1", "code": "10YNO-1--------2"},
{"name": "NO-2", "code": "10YNO-2--------T"},
{"name": "NO-3", "code": "10YNO-3--------J"},
{"name": "NO-4", "code": "10YNO-4--------9"} ]
UTC = tz.gettz('UTC')
CET = tz.gettz('Europe/Oslo')
# Get the data
values=[]
for area in areas:
try:
url = apiUrl + "&documentType=A44&in_Domain=" + area["code"] + "&out_Domain=" + area["code"] + "&periodStart=" + startTime + "0000&periodEnd=" + endTime + "0000"
print("Getting data for " + area["code"])
response = requests.get(url, timeout=10)
if response.status_code != 200:
print(response.status_code)
print("Oh shit")
response.raise_for_status()
except requests.exceptions.RequestException as e:
print("oh lol")
sys.exit(e)
data_dict = xmltodict.parse(response.content)
items = 0
if "Publication_MarketDocument" in data_dict:
for lista in data_dict["Publication_MarketDocument"]["TimeSeries"]:
utctime = datetime.strptime(lista["Period"]["timeInterval"]["start"], "%Y-%m-%dT%H:%MZ")
utctime = utctime.replace(tzinfo = UTC)
cettime = utctime.astimezone(CET)
items += len(lista["Period"]["Point"])
for item in lista["Period"]["Point"]:
# the response contains timerange, but not timestamp for every price, so we must calculate it
time = str(cettime + timedelta(hours = int(item["position"]) - 1))
# append values
values.append((
time,
area["name"],
item["price.amount"]))
print("Got " + str(items) + " records")
# SQL
sql = """ INSERT INTO entsoe
VALUES(%s, %s, %s)
ON CONFLICT (starttime, zone) DO NOTHING"""
common.dbi(sql, values, verbose=True)
|