In [1]:
import re, json
from BeautifulSoup import *
from pprint import pprint
from selenium import webdriver

In [2]:
browser = webdriver.Chrome()
url = "https://www.buy.am/en/partners"
browser.get(url)

In [3]:
browser.execute_script("window.scrollTo(0, document.body.scrollHeight);")

In [4]:
page = browser.page_source
soup = BeautifulSoup(page)
browser.close()

In [5]:
my_dict = {}
sections = soup.findAll("h2",attrs={'style':'text-transform:uppercase'})
for section in sections:
    unordered = section.findNext("ul")
    elements = unordered.findAll("li")
    partner_dict = {}
    for element in elements:
        for_partner_name = element.find("a").get("href")
        if element.find("script") is not None:
            almost_partner_name = element.findChild().text
            partner_name = re.findall('console.+"(.+)".+',almost_partner_name)
            partner_link = element.findAll("a")[1].get("href")
            partner_dict.update({partner_name[0]:partner_link})
        else:
            partner_name = re.findall('^.+/(.+)',for_partner_name)
            partner_link = element.find('a').get("href")
            partner_dict.update({partner_name[0]:partner_link})
    section_dict = {"number_of_partners":len(partner_dict),"partners":partner_dict}
    my_dict.update({section.text:section_dict})
pprint(my_dict)


{u'Armenian products': {'number_of_partners': 58,
                        'partners': {u'Armphone': u'/en/partner/armphone',
                                     u'LKR': u'/en/partner/lkr',
                                     u'Margo': u'/en/partner/margo',
                                     u'aco-by-astghik-safaryan': u'/en/partner/aco-by-astghik-safaryan',
                                     u'aeon-handmade': u'/en/partner/aeon-handmade',
                                     u'agata': u'/en/partner/agata',
                                     u'aj-jewelry': u'/en/partner/aj-jewelry',
                                     u'amore': u'/en/partner/amore',
                                     u'ararat': u'/en/partner/ararat',
                                     u'ararta': u'/en/partner/ararta',
                                     u'armad': u'/en/partner/armad',
                                     u'armenia-in-puzzle': u'/en/partner/armenia-in-puzzle',
                                     u'armine-tumanian': u'/en/partner/armine-tumanian',
                                     u'artsocks': u'/en/partner/artsocks',
                                     u'aylkerp': u'/en/partner/aylkerp',
                                     u'beauty-products': u'/en/partner/beauty-products',
                                     u'bebetta': u'/en/partner/bebetta',
                                     u'beeart': u'/en/partner/beeart',
                                     u'berdashen': u'/en/partner/berdashen',
                                     u'blot-club': u'/en/partner/blot-club',
                                     u'borsaa-jewellery': u'/en/partner/borsaa-jewellery',
                                     u'bow-x': u'/en/partner/bow-x',
                                     u'chernozem': u'/en/partner/chernozem',
                                     u'christins-handmade-boutique': u'/en/partner/christins-handmade-boutique',
                                     u'dark-black': u'/en/partner/dark-black',
                                     u'dee-am': u'/en/partner/dee-am',
                                     u'esco-pharm': u'/en/partner/esco-pharm',
                                     u'ethnos': u'/en/partner/ethnos',
                                     u'forty-47-seven': u'/en/partner/forty-47-seven',
                                     u'go-green-armenia': u'/en/partner/go-green-armenia',
                                     u'haykav': u'/en/partner/haykav',
                                     u'hello': u'/en/partner/hello',
                                     u'honey-am': u'/en/partner/honey-am',
                                     u'ideas': u'/en/partner/ideas',
                                     u'jena-art': u'/en/partner/jena-art',
                                     u'karabakh': u'/en/partner/karabakh',
                                     u'little-einstein': u'/en/partner/little-einstein',
                                     u'madatov': u'/en/partner/madatov',
                                     u'mag-honey': u'/en/partner/mag-honey',
                                     u'maran-winery': u'/en/partner/maran-winery',
                                     u'mkhitaryans': u'/en/partner/mkhitaryans',
                                     u'nena': u'/en/partner/nena',
                                     u'nm': u'/en/partner/nm',
                                     u'nuri-design': u'/en/partner/nuri-design',
                                     u'papier-darmenie': u'/en/partner/papier-darmenie',
                                     u'plywood-design': u'/en/partner/plywood-design',
                                     u'ritea': u'/en/partner/ritea',
                                     u's-luxury': u'/en/partner/s-luxury',
                                     u'single-item': u'/en/partner/single-item',
                                     u'soap-art-studio': u'/en/partner/soap-art-studio',
                                     u'stefani-van': u'/en/partner/stefani-van',
                                     u'teco': u'/en/partner/teco',
                                     u'tm-production': u'/en/partner/tm-production',
                                     u'umba-handmade': u'/en/partner/umba-handmade',
                                     u'wood-style-design': u'/en/partner/wood-style-design',
                                     u'yayak': u'/en/partner/yayak',
                                     u'you-me': u'/en/partner/you-me',
                                     u'zettawood': u'/en/partner/zettawood'}},
 u'Clothes / Accessories': {'number_of_partners': 24,
                            'partners': {u'Elegant': u'/en/partner/elegant',
                                         u'LKR': u'/en/partner/lkr',
                                         u'Margo': u'/en/partner/margo',
                                         u'XL Shop': u'/en/partner/xl-shop',
                                         u'aco-by-astghik-safaryan': u'/en/partner/aco-by-astghik-safaryan',
                                         u'amore': u'/en/partner/amore',
                                         u'ararta': u'/en/partner/ararta',
                                         u'armine-tumanian': u'/en/partner/armine-tumanian',
                                         u'artsocks': u'/en/partner/artsocks',
                                         u'blot-club': u'/en/partner/blot-club',
                                         u'bow-x': u'/en/partner/bow-x',
                                         u'christins-handmade-boutique': u'/en/partner/christins-handmade-boutique',
                                         u'combat': u'/en/partner/combat',
                                         u'ethnos': u'/en/partner/ethnos',
                                         u'franzoni': u'/en/partner/franzoni',
                                         u'hello': u'/en/partner/hello',
                                         u'jena-art': u'/en/partner/jena-art',
                                         u'live-and-wear': u'/en/partner/live-and-wear',
                                         u'megasport': u'/en/partner/megasport',
                                         u'mini-raxevsky': u'/en/partner/mini-raxevsky',
                                         u'mkhitaryans': u'/en/partner/mkhitaryans',
                                         u'pavlovoposadskaja': u'/en/partner/pavlovoposadskaja',
                                         u'uniform': u'/en/partner/uniform',
                                         u'you-me': u'/en/partner/you-me'}},
 u'Jewelry / Watches': {'number_of_partners': 14,
                        'partners': {u'aco-by-astghik-safaryan': u'/en/partner/aco-by-astghik-safaryan',
                                     u'aeon-handmade': u'/en/partner/aeon-handmade',
                                     u'aj-jewelry': u'/en/partner/aj-jewelry',
                                     u'armad': u'/en/partner/armad',
                                     u'armine-tumanian': u'/en/partner/armine-tumanian',
                                     u'borsaa-jewellery': u'/en/partner/borsaa-jewellery',
                                     u'calypso-silver-accessories': u'/en/partner/calypso-silver-accessories',
                                     u'christins-handmade-boutique': u'/en/partner/christins-handmade-boutique',
                                     u'newest': u'/en/partners/newest',
                                     u'plywood-design': u'/en/partner/plywood-design',
                                     u's-luxury': u'/en/partner/s-luxury',
                                     u'siamoods': u'/en/partner/siamoods',
                                     u'soap-art-studio': u'/en/partner/soap-art-studio',
                                     u'time': u'/en/partner/time'}},
 u"Kids' World": {'number_of_partners': 21,
                  'partners': {u'barbie': u'/en/partner/barbie',
                               u'boo-be': u'/en/partner/boo-be',
                               u'fancy': u'/en/partner/fancy',
                               u'first-builders-mega-bloks': u'/en/partner/first-builders-mega-bloks',
                               u'fisher-price': u'/en/partner/fisher-price',
                               u'happy-land': u'/en/partner/happy-land',
                               u'hot-wheels': u'/en/partner/hot-wheels',
                               u'little-einstein': u'/en/partner/little-einstein',
                               u'mega-bloks': u'/en/partner/mega-bloks',
                               u'megatoys': u'/en/partner/megatoys',
                               u'mini-raxevsky': u'/en/partner/mini-raxevsky',
                               u'monster-high': u'/en/partner/monster-high',
                               u'nena': u'/en/partner/nena',
                               u'newest': u'/en/partners/newest',
                               u'nuri-design': u'/en/partner/nuri-design',
                               u'orange-elephant': u'/en/partner/orange-elephant',
                               u'sims-club': u'/en/partner/sims-club',
                               u'umba-handmade': u'/en/partner/umba-handmade',
                               u'vesna-fabrika-igrushek': u'/en/partner/vesna-fabrika-igrushek',
                               u'walt-disney': u'/en/partner/walt-disney',
                               u'zettawood': u'/en/partner/zettawood'}},
 u'Shoes': {'number_of_partners': 6,
            'partners': {u'bebetta': u'/en/partner/bebetta',
                         u'camel-sandals': u'/en/partner/camel-sandals',
                         u'combat': u'/en/partner/combat',
                         u'dark-black': u'/en/partner/dark-black',
                         u'megasport': u'/en/partner/megasport',
                         u'nm': u'/en/partner/nm'}},
 u'Sports': {'number_of_partners': 4,
             'partners': {u'dark-black': u'/en/partner/dark-black',
                          u'megasport': u'/en/partner/megasport',
                          u'newest': u'/en/partners/newest',
                          u'sportlandia': u'/en/partner/sportlandia'}}}

In [6]:
with open("buy.json",'w') as f:
    json.dump(my_dict,f,indent=4)