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snippet to write solaredge optimisers panel data in an influxdb database
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import requests, pickle | |
from datetime import datetime | |
import json, pytz | |
import pandas as pd | |
from influxdb import DataFrameClient | |
login_url = "https://monitoring.solaredge.com/solaredge-apigw/api/login" | |
panels_url = "https://monitoring.solaredge.com/solaredge-web/p/playbackData" | |
SOLAREDGE_USER = "" # web username | |
SOLAREDGE_PASS = "" # web password | |
SOLAREDGE_SITE_ID = "" # site id | |
DAILY_DATA = "4" | |
WEEKLY_DATA = "5" | |
INFLUXDB_IP = "" | |
INFLUXDB_PORT = 8086 | |
INFLUXDB_DATABASE = "" | |
INFLUXDB_SERIES = "optimisers" | |
INFLUXDB_RETENTION_POLICY = "autogen" | |
session = requests.session() | |
with open('solaredge.cookies', 'rb') as f: | |
session.cookies.update(pickle.load(f)) | |
panels = session.post(panels_url, headers = {"Content-Type": "application/x-www-form-urlencoded", "X-CSRF-TOKEN": session.cookies["CSRF-TOKEN"]}, data={"fieldId": SOLAREDGE_SITE_ID, "timeUnit": DAILY_DATA}) | |
if panels.status_code != 200: | |
session.post(login_url, headers = {"Content-Type": "application/x-www-form-urlencoded"}, data={"j_username": SOLAREDGE_USER, "j_password": SOLAREDGE_PASS}) | |
panels = session.post(panels_url, headers = {"Content-Type": "application/x-www-form-urlencoded", "X-CSRF-TOKEN": session.cookies["CSRF-TOKEN"]}, data={"fieldId": SOLAREDGE_SITE_ID, "timeUnit": DAILY_DATA}) | |
if panels.status_code != 200: | |
return | |
with open('solaredge.cookies', 'wb') as f: | |
pickle.dump(s.cookies, f) | |
response = panels.content.decode("utf-8").replace('\'', '"').replace('Array', '').replace('key', '"key"').replace('value', '"value"') | |
response = response.replace('timeUnit', '"timeUnit"').replace('fieldData', '"fieldData"').replace('reportersData', '"reportersData"') | |
response = json.loads(response) | |
data = {} | |
for date_str in response["reportersData"].keys(): | |
date = datetime.strptime(date_str, '%a %b %d %H:%M:%S GMT %Y') | |
date = pytz.timezone('Australia/Adelaide').localize(date).astimezone(pytz.utc) | |
for sid in response["reportersData"][date_str].keys(): | |
for entry in response["reportersData"][date_str][sid]: | |
if entry["key"] not in data.keys(): | |
data[entry["key"]] = {} | |
data[entry["key"]][date] = float(entry["value"].replace(",", "")) | |
df = pd.DataFrame(data) | |
conn = DataFrameClient(INFLUXDB_IP, INFLUXDB_PORT, "", "", INFLUXDB_DATABASE) | |
conn.write_points(df, INFLUXDB_SERIES, retention_policy=INFLUXDB_RETENTION_POLICY) |
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