s444498/wko_anime-face-similarity
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scrap n images depends on argv param

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Mateusz 2023-01-15 14:17:33 +01:00
parent a27a7e612a
commit 1f4a2d9dfc
1 changed files with 39 additions and 29 deletions
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68
scrape_data.py
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@ -3,8 +3,12 @@ from bs4 import BeautifulSoup
from lxml import etree
import os
import csv
import sys
ROOT_URL = "https://myanimelist.net/character.php"
if len(sys.argv) > 1:
IMG_N = int(sys.argv[1])
else:
IMG_N = 50
def get_page_xpath_result(url, xpath_str):
HEADERS = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36'}
@ -19,40 +23,46 @@ def createDirectory(path):
os.makedirs(path)
print(f"The {path} is created!")
character_links = get_page_xpath_result(ROOT_URL, '//div[@class="information di-ib mt24"]/a/@href')
character_names = get_page_xpath_result(ROOT_URL, '//div[@class="information di-ib mt24"]/a')
character_names = [link.text for link in character_names]
n = IMG_N // 50
character_img_urls = [get_page_xpath_result(link, '//td/div/a/img/@data-src')[0]
for link in character_links]
for i in range(n):
ROOT_URL = f'https://myanimelist.net/character.php?limit={(i)*50}'
print(ROOT_URL)
createDirectory('./data')
createDirectory('./data/images')
character_links = get_page_xpath_result(ROOT_URL, '//div[@class="information di-ib mt24"]/a/@href')
character_names = get_page_xpath_result(ROOT_URL, '//div[@class="information di-ib mt24"]/a')
character_names = [link.text for link in character_names]
csv_header = ['name', 'file', 'link']
data_rows = []
character_img_urls = [get_page_xpath_result(link, '//td/div/a/img/@data-src')[0]
for link in character_links]
for name, url, link in zip(character_names, character_img_urls, character_links):
img_data = requests.get(url).content
img_path = f'./data/images/{name}.jpg'
img_path_exist = os.path.exists(img_path)
createDirectory('./data')
createDirectory('./data/images')
if not img_path_exist:
with open(img_path, 'wb') as handler:
handler.write(img_data)
handler.close()
print(f'{name}.jpg downloaded')
csv_header = ['name', 'file', 'link']
data_rows = []
data_row = [name, f'{name}.jpg', link]
data_rows.append(data_row)
for name, url, link in zip(character_names, character_img_urls, character_links):
img_data = requests.get(url).content
img_path = f'./data/images/{name}.jpg'
img_path_exist = os.path.exists(img_path)
csv_path = './data/anime-faces.csv'
if len(data_rows) > 0:
csv_file_exist = os.path.exists(csv_path)
with open(csv_path, 'a', encoding='UTF8') as f:
writer = csv.writer(f)
if not csv_file_exist:
writer.writerow(csv_header)
writer.writerows(data_rows)
if not img_path_exist:
with open(img_path, 'wb') as handler:
handler.write(img_data)
handler.close()
print(f'{name}.jpg downloaded')
data_row = [name, f'{name}.jpg', link]
data_rows.append(data_row)
csv_path = './data/anime-faces.csv'
if len(data_rows) > 0:
csv_file_exist = os.path.exists(csv_path)
with open(csv_path, 'a', encoding='UTF8') as f:
writer = csv.writer(f)
if not csv_file_exist:
writer.writerow(csv_header)
writer.writerows(data_rows)
print("finish!")