working scraper
This commit is contained in:
@@ -8,4 +8,4 @@
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#ENDPOINT = hladaj_zmeny.asp
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[APP]
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THREADS = 1
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THREADS = 32
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@@ -1,5 +1,5 @@
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[DB]
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MONGODB_URI = mongodb://localhost:27017/softone
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MONGODB_URI = mongodb://localhost:27017
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MONGODB_DB = softone
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MONGODB_COLLECTION = orsr
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@@ -8,4 +8,4 @@ BASE_URL = https://www.orsr.sk/
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ENDPOINT = hladaj_zmeny.asp
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[APP]
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THREADS = 4
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THREADS = 32
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131
scraper.py
131
scraper.py
@@ -1,6 +1,7 @@
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import requests
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import re
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import json
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import unicodedata
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from bs4 import BeautifulSoup
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from tqdm.auto import tqdm
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from concurrent.futures import ThreadPoolExecutor
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@@ -11,6 +12,13 @@ from app.db import connect_db, disconnect_db
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from time import sleep
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single_value = ["Obchodné meno:", "Sídlo:", "IČO:", "Deň zápisu:", "Právna forma:"]
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value_type_dict = {
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"IČO:": "number",
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"Spoločníci:": "spolocnici",
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"Výška vkladu každého spoločníka:": "vklad"
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}
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def scrape_orsr():
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"""
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This is the main function that scrapes data from endpoint defined in config and stores it in mongodb.
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@@ -24,10 +32,11 @@ def scrape_orsr():
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# distribute the work in #of threads defined in config
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parts = [records[i::settings["threads"]] for i in range(settings["threads"])]
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print(f"Processing {len(records)} records using {settings['threads']} threads:")
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with ThreadPoolExecutor() as t:
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for thread_id, part in enumerate(parts):
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t.submit(process_records, part, thread_id+1)
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print("records_processed")
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print("All records_processed")
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def process_records(records, thread):
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@@ -37,7 +46,8 @@ def process_records(records, thread):
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:param thread: thread id of processing thread
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"""
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data = []
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for i in tqdm(range(len(records)), desc=f"thread {thread}"):
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#for i in tqdm(range(len(records)), desc=f"thread {thread}"):
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for i in tqdm(range(1), desc=f"thread {thread}"):
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record = process_record(records[i])
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data.append(InsertOne(record))
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collection = connect_db()
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@@ -51,26 +61,12 @@ def process_record(url):
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:param url: url of the record
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:return dictionary of parameters
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"""
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url = "https://www.orsr.sk/vypis.asp?ID=471674&SID=4&P=1"
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html = requests.get(url)
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soup = BeautifulSoup(html.content, "html.parser")
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record = {
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"oddiel": get_oddiel(soup),
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"vlozka": get_vlozka(soup),
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"obchodneMeno": get_data(soup, "Obchodné meno", allow_multiple_active=False),
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"sidlo": get_data(soup,"Sídlo", allow_multiple_active=False),
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"ico": get_data(soup, "IČO", value_type="number" , allow_multiple_active=False),
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"denZapisu": get_data(soup, "Deň zápisu", allow_multiple_active=False),
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"pravnaForma": get_data(soup, "Právna forma", allow_multiple_active=False),
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"predmetyCinnosti": get_data(soup, "Predmet činnosti"),
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"spolocnici": get_data(soup, "Spoločníci", value_type="spolocnici"),
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"vyskaVkladov": get_data(soup, "Výška vkladu", value_type="vklad"),
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"statutarnyOrgan": get_data(soup, "Štatutárny orgán"),
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"konanie": get_data(soup, "Konanie menom"),
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"zakladneImanie": get_data(soup, "Základné imanie"),
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"aktualizaciaUdajov": get_aktualizaciaUdajov(soup),
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"vypisUdajov": get_vypisUdajov(soup)
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}
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record = get_record_data(soup)
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return record
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@@ -94,31 +90,47 @@ def get_vypisUdajov(soup):
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return {"value": vypis}
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def get_obchodneMeno(soup):
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data = {}
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def get_record_data(soup):
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record = {
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"oddiel": get_oddiel(soup),
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"vlozka": get_vlozka(soup)
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}
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# find the table <tr> element of "Obchodné meno:"
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meno_tr = soup.find("span", class_="tl", string=re.compile("Obchodné")).parent.parent
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# find the last table before variable data
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entry = soup.find("span", class_="tl", string=re.compile("Oddiel:")).parent.parent.parent
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while True:
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entry = entry.find_next_sibling("table")
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entry_tr = entry.find_all("tr")
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entry_tr = [i for i in entry_tr if i.parent == entry_tr[0].parent]
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# parse the name and date
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active = meno_tr.find_all("span", class_="ra")
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active = [x.text.strip() for x in active]
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if len(active) == 0:
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value, valid_from, valid_until = "", ""
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else:
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value, valid = active[0], active[1]
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valid_from, valid_until = parse_oddo(valid)
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data.update({"value": value, "valid_from": valid_from, "valid_until": valid_until})
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if len(entry_tr) > 1: # last table with "Dátum aktualizácie údajov
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break
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# check for older entries
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old = meno_tr.find_all("span", class_="ro")
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old = [x.text.strip() for x in old]
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if len(old) == 0:
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old_values = []
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else:
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old_values = [{"value": y[0], "valid_from": y[1][0], "valid_until": y[1][1]} for y in zip(old[::2], list(map(parse_oddo,old[1::2])))]
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data.update({"old_values": old_values})
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return data
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# get enry name and entry data
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entry_container = entry_tr[0].find_all("td")
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entry_name = entry_container[0].text.strip()
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allow_multiple_active = True
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value_type = "text"
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if entry_name in single_value:
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allow_multiple_active = False
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if (v_type := value_type_dict.get(entry_name)) is not None:
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value_type = v_type
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entry_name = transform_entry_name(entry_name)
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entry_data = get_data(entry_container[1], value_type=value_type, allow_multiple_active=allow_multiple_active)
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record.update({entry_name: entry_data})
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record.update({
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"aktualizaciaUdajov": get_aktualizaciaUdajov(soup),
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"vypisUdajov": get_vypisUdajov(soup)
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})
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return record
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def transform_entry_name(name):
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s = unicodedata.normalize("NFKD",name).encode('ascii', 'ignore').decode().replace(":", "").lower().split()
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return s[0].lower() + "".join(w.capitalize() for w in s[1:])
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def process_entry(entry, value_type):
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@@ -137,7 +149,7 @@ def process_entry(entry, value_type):
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if value_td.span.attrs["class"][0] == "ra":
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active = True
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lines = [f.strip() for f in " ".join(["\n" if x.name == "br" else x.text.strip() for x in value_td.find_all()]).split("\n") if f]
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lines = [f.strip() for f in " ".join(["\n" if x.name == "br" else x.text.strip() for x in value_td.find_all(["br","span"])]).split("\n") if f]
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if value_type == "text":
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value = ", ".join(lines)
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@@ -163,8 +175,8 @@ def process_entry(entry, value_type):
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return value, valid_from, valid_until, active
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def get_data(soup, name, value_type="text", allow_multiple_active=True):
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data_td = soup.find("span", class_="tl", string=re.compile(f"{name}")).parent.find_next_sibling("td")
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def get_data(data_td, value_type="text", allow_multiple_active=True):
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data_td = data_td
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data = {}
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@@ -181,6 +193,7 @@ def get_data(soup, name, value_type="text", allow_multiple_active=True):
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old_values.append({"value": value, "valid_from": valid_from, "valid_until": valid_until})
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if not allow_multiple_active:
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if len(values) > 0:
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data.update(values[0])
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else:
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data.update({"values": values})
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@@ -205,35 +218,5 @@ def parse_oddo(text):
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return valid_from, valid_until
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def test():
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url = "https://www.orsr.sk/vypis.asp?ID=12388&SID=8&P=1"
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html = requests.get(url)
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soup = BeautifulSoup(html.content, "html.parser")
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record = {
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"oddiel": get_oddiel(soup),
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"vlozka": get_vlozka(soup),
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"obchodneMeno": get_data(soup, "Obchodné meno", allow_multiple_active=False),
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"sidlo": get_data(soup,"Sídlo", allow_multiple_active=False),
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"ico": get_data(soup, "IČO", value_type="number" , allow_multiple_active=False),
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"denZapisu": get_data(soup, "Deň zápisu", allow_multiple_active=False),
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"pravnaForma": get_data(soup, "Právna forma", allow_multiple_active=False),
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"predmetyCinnosti": get_data(soup, "Predmet činnosti"),
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"spolocnici": get_data(soup, "Spoločníci", value_type="spolocnici"),
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"vyskaVkladov": get_data(soup, "Výška vkladu", value_type="vklad"),
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"statutarnyOrgan": get_data(soup, "Štatutárny orgán"),
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"konanie": get_data(soup, "Konanie menom"),
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"zakladneImanie": get_data(soup, "Základné imanie"),
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"aktualizaciaUdajov": get_aktualizaciaUdajov(soup),
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"vypisUdajov": get_vypisUdajov(soup)
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}
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print(json.dumps(record,indent=4,ensure_ascii=False))
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collection = connect_db()
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records = [InsertOne(record)]
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collection.bulk_write(records)
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disconnect_db(collection)
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if __name__ == "__main__":
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scrape_orsr()
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#test()
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