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Diffstat (limited to 'scripts/entsoe.py')
-rw-r--r-- | scripts/entsoe.py | 87 |
1 files changed, 87 insertions, 0 deletions
diff --git a/scripts/entsoe.py b/scripts/entsoe.py new file mode 100644 index 0000000..2597a98 --- /dev/null +++ b/scripts/entsoe.py @@ -0,0 +1,87 @@ +#!/bin/python3 + +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 + +from common import dbi + + +# 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://transparency.entsoe.eu/api?securityToken=" + apiKey + +pg_db = os.environ['el_pg_db'] +pg_host = os.environ['el_pg_host'] +pg_table = "entsoe" + +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') + +# 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) + if response.status_code != 200: + print(response.status_code) + print("Oh shit") + response.raise_for_status() + + except Exception 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") + +dbi("INSERT INTO " + pg_table + " VALUES(%s,%s,%s) ON CONFLICT (starttime, zone) DO NOTHING", values, verbose=True) |