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fetchSkandiaData.py
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fetchSkandiaData.py
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#****************************************************************************
# Filename : fetchSkandiaData.py
# Created : Fri Jan 19 2024
# Author : Zolo
# Github : https://github.com/zolodev
# Description : This is a test to get fund information from Skandia
#****************************************************************************
import os
import time
import json, operator
from seleniumwire import webdriver
from haralyzer import HarParser, HarPage
from datetime import datetime
TITLE = "Skandia"
def obj_dict(obj):
return obj.__dict__
class FundData(object):
Name = ""
isin = ""
URL = ""
LastUpdated = ""
Day = 0.0
Week = 0.0
def __init__(self, name, isin, url, lastUpdated, day, week):
self.Name = name
self.isin = isin
self.URL = url
self.LastUpdated = lastUpdated
self.Day = day
self.Week = week
def to_json(self):
return json.dumps(self, indent = 4, default=lambda o: o.__dict__)
def write_HAR_file(filename=None, har_to_write=""):
# Write the information to a new JSON file
if filename is not None:
with open('HAR_'+filename+'.har', 'w') as f:
f.write(json.dumps(har_to_write, indent=4, sort_keys=True))
else:
with open('HAR_Data.har', 'w') as f:
f.write(json.dumps(har_to_write, indent=4, sort_keys=True))
def write_HAR_from_URL(filename, URL, WAIT_SECONDS=29, WRITE_TO_FILE=True):
# Chrome options configurations
chrome_options = webdriver.ChromeOptions()
chrome_options.add_argument("--headless=new")
chrome_options.add_argument('--no-sandbox')
# Selenium-Wire configuration
sw_options = {
'enable_har': True
}
# Prepare the driver
driver = webdriver.Chrome(
options=chrome_options,
seleniumwire_options=sw_options
)
# Get the URL contents
driver.get(URL)
time.sleep(WAIT_SECONDS)
driver.implicitly_wait(WAIT_SECONDS)
# Store the HAR data in a new variable
har_to_return = json.loads(driver.har)
# Close and Quit the driver
driver.close()
driver.quit()
if WRITE_TO_FILE:
write_HAR_file(filename, har_to_return)
return har_to_return
def find_HAR_content_by_req(filename, part_to_find=""):
#PART_TO_FIND = "/api/fundlist/desktop"
# Read the HAR data
with open('HAR_'+filename+'.har', 'r') as f:
har_parser = HarParser(json.loads(f.read()))
# Traverse the HAR data
for page in har_parser.pages:
for entry in page.entries:
# Find the correct request by url
req_url = entry['request']['url']
#print("Requests URL: " + req_url )
if part_to_find in req_url:
print("Requests URL: " + req_url )
# Get the response content where the request match
res_content = str(entry['response']['content']['text'])
#print(json.dumps(json.loads(res_content), indent=4, sort_keys=True))
# Save the json information to a file for further processing
with open(filename+'_data.json', 'w') as f:
f.write(json.dumps(json.loads(res_content), indent=4, sort_keys=True))
def filter_skandia_json_data(filename="Skandia"):
skandia_data = ""
with open(filename+'_data.json') as f:
skandia_data = json.load(f)
filtered_funds = []
for i in range(0, len(skandia_data)):
# Check if the fund is in correct collection
if "Fondf\u00f6rs\u00e4kring" not in skandia_data[i]["collections"]:
continue
returnOneDay = float(skandia_data[i]["returnOneDay"]) if skandia_data[i]["returnOneDay"] is not None else 0
returnOneWeek = float(skandia_data[i]["returnOneWeek"]) if skandia_data[i]["returnOneWeek"] is not None else 0
returnOneMonth = float(skandia_data[i]["returnOneMonth"]) if skandia_data[i]["returnOneMonth"] is not None else 0
returnThreeMonths = float(skandia_data[i]["returnThreeMonths"]) if skandia_data[i]["returnThreeMonths"] is not None else 0
returnSixMonths = float(skandia_data[i]["returnSixMonths"]) if skandia_data[i]["returnSixMonths"] is not None else 0
returnThisYear = float(skandia_data[i]["returnThisYear"]) if skandia_data[i]["returnThisYear"] is not None else 0
returnOneYear = float(skandia_data[i]["returnOneYear"]) if skandia_data[i]["returnOneYear"] is not None else 0
returnThreeYears = float(skandia_data[i]["returnThreeYears"]) if skandia_data[i]["returnThreeYears"] is not None else 0
returnFiveYears = float(skandia_data[i]["returnFiveYears"]) if skandia_data[i]["returnFiveYears"] is not None else 0
returnTenYears = float(skandia_data[i]["returnTenYears"]) if skandia_data[i]["returnTenYears"] is not None else 0
# Check all values to be positive before adding the fund to the list
if( returnOneDay > 0 and
returnOneWeek > 0 and
returnOneMonth> 0 and
returnThreeMonths > 0 and
returnSixMonths > 0 and
returnThisYear > 0 and
returnOneYear > 0 and
returnThreeYears > 0 and
returnFiveYears > 0 and
returnTenYears > 0):
fund_name = skandia_data[i]["name"]
fund_isin = skandia_data[i]["isin"]
fund_currency = skandia_data[i]["currency"]
fund_url_base = "https://www.skandia.se/spara-pension/satt-att-spara/spara-fonder/fondlista#/fund/details/[isin]/[currency]"
fund_url = fund_url_base.replace("[isin]", str(fund_isin))
fund_url = fund_url.replace("[currency]", str(fund_currency))
# Get current date and time
now = datetime.now()
dt_string = now.strftime("%Y-%m-%d %H:%M:%S") # YYYY-MM-DD HH:MM:SS
fundDataObj = {}
fundDataObj = FundData( name = fund_name,
isin = fund_isin,
url = fund_url,
lastUpdated = str(dt_string) + " (UTC)",
day = returnOneDay,
week = returnOneWeek)
filtered_funds.append(fundDataObj)
# Sort the list based on the day
sorted_filtered_funds = sorted(filtered_funds, key=lambda fundDataObj: fundDataObj.Day, reverse=True)
with open(filename+'_data_filtered.json', 'w') as f:
f.write(json.dumps(sorted_filtered_funds, indent=4, default=lambda o: o.__dict__))
return sorted_filtered_funds
def run():
#write_HAR_from_URL("Google", "https://www.google.com")
sel_har = write_HAR_from_URL("Skandia", "https://www.skandia.se/spara-pension/satt-att-spara/spara-fonder/fondlista?collections=Fondf%C3%B6rs%C3%A4kring")
find_HAR_content_by_req(TITLE, "/api/fundlist/desktop")
filter_skandia_json_data()
# Delete the HAR file because it could be large and unnecessary to have it in the repo
os.remove("HAR_Skandia.har")
os.remove("Skandia_data.json")
if __name__ == "__main__":
run()