voedingscentrum/voedingscentrum.py

from argparse import ArgumentParser
from datetime import date
from getpass import getuser
import re
from xml.etree import ElementTree

from bs4 import BeautifulSoup
import requests
import psycopg2

parser = ArgumentParser(description="Tool om data uit voedingscentrum.nl te importeren in PostgreSQL.")
parser.add_argument('--email', type=str, required=True, help="Je emailadres voor voedingscentrum.nl")
parser.add_argument('--password', type=str, required=True, help="Je wachtwoord voor voedingscentrum.nl")

parser.add_argument('--dbhost', type=str, default='localhost', help="Je PostgreSQL hostname (standaard localhost)")
parser.add_argument('--dbuser', type=str, default=getuser(), help=f"Je PostgreSQL username (standaard {getuser()})")
parser.add_argument('--dbpassword', type=str, default=None, help="Je PostgreSQL password")
parser.add_argument('--dbport', type=int, default=5432, help="Je PostgreSQL poort (standaard 5432)")
parser.add_argument('--dbname', type=str, default='voeding', help="De naam van je PostgreSQL database (standaard voeding)")

parser.add_argument('--from-date', type=str, help="Datum vanaf wanneer je gegevens wilt ophalen (standaard vandaag)")
parser.add_argument('--to-date', type=str, help="Datum tot wanneer je gegevens wilt ophalen (standaard vandaag)")
args = parser.parse_args()

def parse_date(date_string):
    matches = re.match(r'(\d{4})-(\d{2})-(\d{2})', date_string)
    if matches:
        year, month, day = map(int, matches.groups())
        return date(year, month, day)

    matches = re.match(r'(\d{1,2})-(\d{1,2})-(\d{4})', date_string)
    if matches:
        day, month, year = map(int, matches.groups())
        return date(year, month, day)

def snake_case(s):
    s = re.sub(r'([a-z])([A-Z])', r'\1_\2', s)
    return s.lower()

def download_data():
    # Laad de startpagina en haal de verborgen form-data op
    s = requests.Session()
    r = s.get("https://mijn.voedingscentrum.nl/nl/login/")
    soup = BeautifulSoup(r.text, 'html.parser')
    data = {element['name']: element.get('value', None) for element in soup.find_all('input')}

    # Voeg persoonlijke gegevens toe om in te loggen
    data['ctl00$ctl18$txtUser'] = args.email
    data['ctl00$ctl18$txtPassword'] = args.password
    data['__EVENTTARGET'] = 'ctl00$ctl18$lbLogin'
    data.pop('ctl00$ctl18$cbxRemember')

    # Log in
    s.post("https://mijn.voedingscentrum.nl/nl/login/", data=data)

    # Laad de overichtpagina en haal de verborgen form-data op
    r = s.get("https://mijn.voedingscentrum.nl/nl/dashboard/eetmeter/overzicht/")
    soup = BeautifulSoup(r.text, 'html.parser')
    data = {element['name']: element.get('value', None) for element in soup.find_all('input')}
    data['__EVENTTARGET'] = "ctl00$ctl20$lbXML"
    data['ctl00$ctl20$txtDateStart'] = DATE_FROM.strftime("%d-%m-%Y")
    data['ctl00$ctl20$txtDateEnd'] = DATE_TO.strftime("%d-%m-%Y")

    # Download de XML
    r = s.post("https://mijn.voedingscentrum.nl/nl/dashboard/eetmeter/overzicht/", data=data)
    r.encoding = 'utf-8'
    return ElementTree.fromstring(r.text)

def extract_consumpties(consumpties):
    for consumptie in consumpties:
        product = consumptie.find('Product')
        product_guid = product.find('Guid').text
        product_naam = product.find('Naam').text

        nutrienten = consumptie.find('Nutrienten')
        product_nutrients = {snake_case(n.tag) + "_" + n.attrib['Eenheid']: float(n.attrib.get('WaardePer100Gram', 0))
                             for n in nutrienten}
        product_dict= {'guid': product_guid,
                       'naam': product_naam}
        product_dict.update(product_nutrients)

        consumptie_eenheden = float(product.find('Eenheid').find('Aantal').text)
        consumptie_grampereenheid = float(product.find('Eenheid').attrib['GramPerEenheid'])
        consumptie_hoeveelheid = consumptie_eenheden * consumptie_grampereenheid
        consumptie_datum = date(*(int(consumptie.find('Datum').find(part).text) for part in ['Jaar', 'Maand', 'Dag']))
        consumptie_periode = consumptie.attrib['Periode']

        consumptie_dict = {'datum': consumptie_datum,
                           'product_guid': product_guid,
                           'periode': consumptie_periode,
                           'hoeveelheid': consumptie_hoeveelheid}

        yield product_dict, consumptie_dict

def insert_product(cursor, guid, naam, **nutrients):
    cursor.execute("SELECT * FROM producten WHERE guid = %s", (guid,))
    if cursor.rowcount > 0:
        return
    nutrients_cols = ", ".join(nutrients.keys())
    placeholders = ", ".join(["%s"] * (len(nutrients.keys()) + 2))
    cursor.execute(f"INSERT INTO producten (guid, naam, {nutrients_cols}) VALUES ({placeholders})",
                   (guid, naam, *nutrients.values()))

def insert_consumptie(cursor, datum, product_guid, periode, hoeveelheid):
    cursor.execute(f"INSERT INTO consumpties_{DATABASE['user']} (datum, product_guid, periode, hoeveelheid_g) VALUES (%s, %s, %s, %s)",
                   (datum, product_guid, periode, hoeveelheid))

DATABASE = {'host': args.dbhost,
            'user': args.dbuser,
            'password': args.dbpassword,
            'dbname': args.dbname,
            'port': args.dbport}
DATE_FROM = parse_date(args.from_date) if args.from_date else date.today()
DATE_TO = parse_date(args.to_date) if args.to_date else date.today()

conn = psycopg2.connect(**DATABASE)
cursor = conn.cursor()
cursor.execute(f"DELETE FROM consumpties_{args.dbuser} WHERE datum BETWEEN %s AND %s", (DATE_FROM, DATE_TO))

data = download_data()
for product, consumptie in extract_consumpties(data):
    insert_product(cursor, **product)
    insert_consumptie(cursor, **consumptie)

conn.commit()
conn.close()