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Filmow comments crawler
from selenium import webdriver
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.common.by import By
import csv
import json
# Execution:
# Run: pip install selenium
# Fill in the following 4 variables with the necessary data
# Run: python3 crawler (Untested with Python 2.x
path_to_phantomJs_executable = None
path_to_chromeDriver_executable = None
login_email = None
login_password = None
def login(driver):
driver.get("https://filmow.com/login/")
driver.find_element_by_id('overPage').find_element_by_css_selector('div.pull-right a').click()
loginForm = driver.find_element_by_class_name('left-content')
loginForm.find_element_by_id('id_username').send_keys(login_email)
loginForm.find_element_by_id('id_password').send_keys(login_password)
loginForm.find_element_by_class_name('btn-primary').click()
return driver
def goToTodos(driver):
driver.get('https://filmow.com/filmes-todos/')
return driver
def close(driver):
driver.quit()
return driver
def getLinks(driver, maxPage = 5, links = []):
print(str(maxPage) + ' page left to visit')
WebDriverWait(driver, 30).until(EC.visibility_of_element_located((By.ID,'next-page')))
try:
if maxPage > 0 and driver.find_element_by_id('next-page').is_displayed():
moviesElements = driver.find_elements_by_css_selector('li.movie_list_item a')
moviesLinks = links + [elem.get_attribute('href') for elem in moviesElements]
driver.find_element_by_id('next-page').click()
return getLinks(driver, maxPage - 1, moviesLinks)
else:
return driver, links
except:
driver.get(driver.getCurrentUrl())
return getLinks(driver, maxPage, moviesLinks)
def writeLinksToCsv(links, fileName):
with open(fileName, 'w') as file:
writer = csv.DictWriter(file, fieldnames=['links'])
writer.writeheader()
for link in links:
writer.writerow({'links': link})
pass
def readLinksFromCsv(driver, fileName):
with open(fileName, 'r') as file:
reader = csv.DictReader(file)
links = [link['links'] for link in reader]
return links
def saveCommentsToJson(comments, fileName):
with open(fileName, 'w', encoding='utf-8') as outfile:
json.dump(comments, outfile, indent=4, sort_keys=True, separators=(',', ':'))
def to_be_released(driver):
try:
return driver.find_element_by_css_selector('div.movie-status-c').is_displayed()
except:
return False
def getCommentsFromLinks(driver, fileName):
links = readLinksFromCsv(driver, fileName)
movies = {'Movies':[]}
wait = WebDriverWait(driver, 30)
for idx, link in enumerate(links):
print('Visiting movie #' + str(idx+1))
driver.get(link)
if to_be_released(driver):
print('Skipped')
continue
comments_container = wait.until(EC.visibility_of_element_located((By.CSS_SELECTOR,'div.comments-container')))
movie_title = wait.until(EC.visibility_of_element_located((By.CSS_SELECTOR,'div.movie-title h1'))).text
wait.until(EC.visibility_of_element_located((By.CSS_SELECTOR,'div.btn-tags-list a')))
genre = [elem.text for elem in driver.find_elements_by_css_selector('div.btn-tags-list a')]
wait.until(EC.visibility_of_element_located((By.CSS_SELECTOR,'div.directors a strong')))
directors = [elem.text for elem in driver.find_elements_by_css_selector('div.directors a strong')]
wait.until(EC.visibility_of_element_located((By.CSS_SELECTOR,'div.casting')))
actors = driver.find_element_by_css_selector('div.casting')
try:
if actors.find_element_by_css_selector('a.more').is_displayed():
actors.find_element_by_css_selector('a.more').click()
except:
pass
actors = [actor.text for actor in actors.find_elements_by_css_selector('strong')]
wait.until(EC.visibility_of_element_located((By.CSS_SELECTOR,'small.release')))
release_year = driver.find_element_by_css_selector('small.release').text
wait.until(EC.visibility_of_element_located((By.CSS_SELECTOR,'span.votes')))
votes = driver.find_element_by_css_selector('span.votes').text
wait.until(EC.visibility_of_element_located((By.CSS_SELECTOR,'span.average')))
average = driver.find_element_by_css_selector('span.average').text
# while driver.find_element_by_css_selector('button.btn-load-comments').text != 'Fim!':
# try:
# driver.find_element_by_css_selector('footer span').click()
# driver.find_element_by_css_selector('button.btn-load-comments').click()
# except:
# continue
comments = []
for comment in driver.find_elements_by_css_selector('li.comments-list-item'):
try:
entry = {'userLink': comment.find_element_by_css_selector('a.tip-user').get_attribute('href'),
'comment': comment.find_element_by_css_selector('div.comment-text p').text}
except:
continue
comments.append(entry)
movies['Movies'].append({'movie title': movie_title,
'movie link': link,
'genre': genre,
'directors': directors,
'release year': release_year,
'average': average,
'actors': actors,
'votes': votes,
'movie comments': comments})
return movies
import time
import functools
startTime = time.time()
driver = webdriver.PhantomJS(executable_path=path_to_phantomJs_executable)
# driver = webdriver.Chrome(executable_path=path_to_chromeDriver_executable)
login(driver)
# goToTodos(driver)
# driver, links = getLinks(driver, maxPage = 100)
# print('Total links: ' + str(len(links)))
# writeLinksToCsv(links, 'links.csv')
movies = getCommentsFromLinks(driver, 'links.csv')
totalMovies = len(movies['Movies'])
totalComments = functools.reduce(lambda x, y: x + len(y), [0] + [comments['movie comments'] for comments in movies['Movies']])
print('Total Movies: ' + str(totalMovies))
print('Total comments: ' + str(totalComments))
movies['Total Movies'] = totalMovies
movies['Total Comments'] = totalComments
saveCommentsToJson(movies, 'comments.json')
close(driver)
print ('The script took {0} minutes !'.format((time.time() - startTime)/60))
{
"Movies":[
{
"actors":[
"Amanda Seyfried",
"Adam Jamal Craig",
"Alex Pettyfer",
"Bella Heathcote",
"Brendan Miller (I)",
"Cathy Baron",
"Cillian Murphy",
"Collins Pennie",
"DeVaughn Nixon",
"Elena Satine",
"Emma Fitzpatrick (II)",
"Ethan Peck",
"Jesse Lee Soffer",
"Jessica Parker Kennedy",
"Johnny Galecki",
"Justin Timberlake",
"Korrina Rico",
"Kristopher Higgins",
"Laura Ashley Samuels",
"Lorcan O'Toole",
"Luis Ch\u00e1vez (II)",
"Mary Elise Hayden",
"Matt Bomer",
"Melissa Ordway",
"Natalina Maggio",
"Olivia Wilde",
"Rachel Roberts (III)",
"Ray Santiago",
"Sterling Sulieman",
"Toby Hemingway",
"Trever O'Brien",
"Vincent Kartheiser",
"Will Harris",
"Yaya DaCosta",
"Zuleyka Silver"
],
"average":"3.6",
"directors":[
"Andrew Niccol"
],
"genre":[
"Aventura",
"Fic\u00e7\u00e3o Cient\u00edfica",
"Romance"
],
"movie comments":[],
"movie link":"https://filmow.com/o-preco-do-amanha-t24361/",
"movie title":"O Pre\u00e7o do Amanh\u00e3",
"release year":"2011",
"votes":"28095"
},
{
"actors":[
"Ed Begley",
"Edward Binns",
"E.G. Marshall",
"George Voskovec",
"Henry Fonda",
"",
"",
"",
"",
"",
"",
""
],
"average":"4.6",
"directors":[
"Sidney Lumet"
],
"genre":[
"Drama"
],
"movie comments":[],
"movie link":"https://filmow.com/12-homens-e-uma-sentenca-t4066/",
"movie title":"12 Homens e Uma Senten\u00e7a",
"release year":"1957",
"votes":"9426"
},
{
"actors":[
"Keanu Reeves",
"Abe Pagtama",
"Alice Lo",
"Andres Londono",
"Ann Ryerson",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
"",
""
],
"average":"3.8",
"directors":[
"Francis Lawrence (II)"
],
"genre":[
"Fantasia",
"Terror"
],
"movie comments":[],
"movie link":"https://filmow.com/constantine-t344/",
"movie title":"Constantine",
"release year":"2005",
"votes":"38648"
},
{
"actors":[
"Aly Michalka",
"Amanda Bynes",
"Bonnie Burroughs",
"Braeden Lemasters",
"Bryce Clyde Jenkins",
"Cam Gigandet",
"Dan Byrd",
"Daniel Bird",
"Danni Katz",
"D'Anthony Palms",
"Eddie Applegate",
"Emma Stone",
"Jake Sandvig",
"Jameson Moss",
"Jeremiah Hu",
"Jessica Jann",
"Jillian Johnston",
"Johanna Braddy",
"Juliette Goglia",
"Lisa Kudrow",
"Mahaley Hessam",
"Malcolm McDowell",
"Max Crumm",
"Mitchell Falk",
"Morgan Rusler",
"Neil Soni",
"Nicki Tyler Flynn",
"Norma Michaels",
"Patricia Clarkson",
"Penn Badgley",
"Ryan Parker",
"Stacey Travis (l)",
"Stanley Tucci",
"Thomas Haden Church",
"Will Shadley"
],
"average":"3.6",
"directors":[
"Will Gluck"
],
"genre":[
"Com\u00e9dia",
"Romance"
],
"movie comments":[],
"movie link":"https://filmow.com/a-mentira-t20545/",
"movie title":"A Mentira",
"release year":"2010",
"votes":"26636"
},
{
"actors":[
"A. Michelle Depland",
"Angelo Badalamenti",
"Brad Dourif",
"Dean Stockwell",
"Dennis Hopper",
"Dick Green",
"Donald Moore",
"Frances Bay",
"Fred Pickler",
"George Dickerson (I)",
"Hope Lange",
"Isabella Rossellini",
"Jack Harvey",
"Jack Nance",
"Jean Pierre Viale",
"J. Michael Hunter",
"Jon Jon Snipes",
"Katie Reid",
"Ken Stovitz",
"Kyle MacLachlan",
"Laura Dern",
"Leonard Watkins",
"Michelle Sasser",
"Moses Gibson",
"Peter Carew",
"Philip Markert",
"Priscilla Pointer",
"Robert J. Maxwell",
"Selden Smith",
"Sparky"
],
"average":"4.0",
"directors":[
"David Lynch (I)"
],
"genre":[
"Drama",
"Mist\u00e9rio",
"Policial",
"Suspense"
],
"movie comments":[],
"movie link":"https://filmow.com/veludo-azul-t6485/",
"movie title":"Veludo Azul",
"release year":"1986",
"votes":"7650"
},
{
"actors":[
"Ciar\u00e1n Hinds",
"Daniel Day-Lewis",
"Dillon Freasier",
"Kevin J. O'Connor",
"Paul Dano",
"Amber Roberts",
"Barry Bruce",
"Barry Del Sherman",
"Bob Bell",
"Bob Bock",
"Brad Carr",
"Christine Olejniczak",
"Coco Leigh",
"Colleen Foy",
"Colton Woodward",
"Dan Swallow",
"David Warshofsky",
"David Williams (I)",
"David Willis (VIII)",
"Erica Sullivan",
"Hans Howes",
"Harrison Taylor",
"Hope Elizabeth Reeves",
"Huey Rhudy",
"Irene G. Hunter",
"Jacob Stringer",
"James Downey",
"Jim Meskimen",
"John Burton (XII)",
"John Chitwood",
"John W. Watts",
"Joseph Mussey",
"Joy Rawls",
"Kellie Hill",
"Kevin Breznahan",
"Louise Gregg",
"Martin Stringer",
"Matthew Braden Stringer",
"Paul F. Tompkins",
"Phil Shelly",
"Randall Carver",
"Robert Arber",
"Robert Barge",
"Robert Caroline",
"Robert Hills",
"Ronald Krut",
"Russell Harvard",
"Steven Barr",
"Stockton Taylor",
"Sydney McCallister",
"Tom Doyle",
"Vince Froio"
],
"average":"4.2",
"directors":[
"Paul Thomas Anderson"
],
"genre":[
"Drama"
],
"movie comments":[],
"movie link":"https://filmow.com/sangue-negro-t6174/",
"movie title":"Sangue Negro",
"release year":"2007",
"votes":"10500"
},
{
"actors":[
"Adam Roach",
"Alan Rickman",
"Anthony Head",
"Aron Paramor",
"Ava May",
"Buck Holland",
"Charlotte Child",
"Colin Higgins (II)",
"Daniel Lusardi",
"David McKail",
"Ed Sanders (IX)",
"Emma Hewitt",
"Gabriella Freeman",
"Gaye Brown",
"Gemma Grey",
"Gracie May",
"Graham Bohea",
"Harry Taylor",
"Helena Bonham Carter",
"Helen Slaymaker",
"Ian McLarnon",
"Jamie Campbell Bower",
"Jane Fowler",
"Jayne Wisener",
"Jerry Judge",
"Jess Murphy",
"Jody Halse",
"Johnny Depp",
"John Paton",
"Johnson Willis",
"Jonathan (XII) Williams",
"Jon-Paul Hevey",
"Kira Woolman",
"Laura Michelle Kelly",
"Laura Sanchez",
"Lee Whitlock",
"Liza Sadovy",
"Mandy Holliday",
"Marcus Cunningham",
"Nicholas Hewetson",
"Nick Haverson",
"Norman Campbell Rees",
"Peter Mountain",
"Philip Philmar",
"Phill Woodfine",
"Sacha Baron Cohen",
"Stephen Ashfield",
"Sue Maund",
"Timothy Spall",
"Toby Hefferman",
"Tom Pleydell-Pearce",
"Vince McGahon",
"William Oxborrow"
],
"average":"3.9",
"directors":[
"Tim Burton"
],
"genre":[
"Drama",
"Musical",
"Suspense",
"Terror"
],
"movie comments":[],
"movie link":"https://filmow.com/sweeney-todd-o-barbeiro-demoniaco-da-rua-fleet-t6285/",
"movie title":"Sweeney Todd: O Barbeiro Demon\u00edaco da Rua Fleet",
"release year":"2007",
"votes":"33775"
},
{
"actors":[
"Barry Pepper",
"Bill Smitrovich",
"Bojana Novakovic",
"Connor Cruise",
"Dale Raoul",
"Elpidia Carrillo",
"Gina Hecht",
"Jack Yang (I)",
"Joe Nunez",
"Judyann Elder",
"Madison Pettis",
"Michael Ealy",
"Robinne Lee",
"Rosario Dawson",
"Ryan Ochoa",
"Sarah Jane Morris",
"Steve Tom",
"Tim Kelleher",
"Will Smith",
"Woody Harrelson"
],
"average":"4.0",
"directors":[
"Gabriele Muccino"
],
"genre":[
"Drama"
],
"movie comments":[],
"movie link":"https://filmow.com/sete-vidas-t6211/",
"movie title":"Sete Vidas",
"release year":"2008",
"votes":"24954"
},
{
"actors":[
"Juliette Binoche",
"Alain Decaux",
"Alain Ollivier",
"Arno Chevrier",
"Beno\u00eet R\u00e9gent",
"Catherine Therouenne",
"Charlotte V\u00e9ry",
"Claude Duneton",
"Daniel Martin (IV)",
"Emmanuelle Riva",
"Florence Pernel",
"Florence Vignon",
"H\u00e9l\u00e8ne Vincent",
"Hugues Quester",
"Idit Cebula",
"Isabelle Sadoyan",
"Jacek Ostaszewski",
"Jacques Disses",
"Julie Delpy",
"Julie Gayet",
"Michel Lisowski",
"Philippe Manesse",
"Philippe Morier-Genoud",
"Philippe Volter",
"Pierre Forget (I)",
"Piotr Jaxa",
"Stanislas Nordey",
"Yann Tr\u00e9gou\u00ebt",
"Yves Penay",
"Zbigniew Zamachowski"
],
"average":"4.1",
"directors":[
"Krzysztof Kieslowski"
],
"genre":[
"Drama",
"Mist\u00e9rio",
"M\u00fasica",
"Romance"
],
"movie comments":[],
"movie link":"https://filmow.com/a-liberdade-e-azul-t4219/",
"movie title":"A Liberdade \u00c9 Azul",
"release year":"1993",
"votes":"6716"
},
{
"actors":[
"Humphrey Bogart",
"Ingrid Bergman",
"Adrienne D'Ambricourt",
"Alberto Morin",
"Anita Camargo",
"Arthur Dulac",
"Arthur Stuart Hull",
"Charles La Torre",
"Claude Rains",
"Conrad Veidt",
"Corinna Mura",
"Creighton Hale",
"Curt Bois",
"Dan Seymour (I)",
"Dick Botiller",
"Dina Smirnova",
"Dooley Wilson",
"Ellinor Vanderveer",
"Franco Corsaro",
"Frank Arnold",
"Frank Puglia",
"Geoffrey Steele",
"George Dee",
"George J. Lewis",
"George M. Carleton",
"George Meeker",
"George Sorel",
"Georges Renavent",
"Gerald Oliver Smith",
"Gino Corrado",
"Gregory Gaye",
"Gregory Golubeff",
"Hans Heinrich von Twardowski",
"Helmut Dantine",
"Henry Rowland",
"Herbert Evans",
"Ilka Gr\u00fcning",
"Jacques Lory",
"Jacques Vanaire",
"Jamiel Hasson",
"Jean De Briac",
"Jean Del Val",
"John Qualen",
"Joseph DeVillard",
"Joy Page",
"Lal Chand Mehra",
"Leo Mostovoy",
"Leon Belasco",
"Leonid Kinskey",
"Leo White (I)",
"Lester Sharpe",
"Lotte Palfi Andor",
"Louis Mercier (I)",
"Louis V. Arco",
"Ludwig St\u00f6ssel",
"Madeleine LeBeau",
"Manuel L\u00f3pez (I)",
"Marcel Dalio",
"Martin Garralaga",
"Maurice Brierre",
"Melie Chang",
"Michael Mark",
"Monte Blue",
"Nino Bellini",
"Norma Varden",
"Olaf Hytten",
"Oliver Blake (I)",
"Paul Henreid",
"Paul Irving",
"Paul Panzer",
"Paul Porcasi",
"Peter Lorre",
"Richard Ryen",
"Sydney Greenstreet",
"S.Z. Sakall",
"Torben Meyer",
"Trude Berliner",
"William Edmunds",
"Winifred Harris",
"Wolfgang Zilzer"
],
"average":"4.3",
"directors":[
"Michael Curtiz"
],
"genre":[
"Drama",
"Guerra",
"Romance"
],
"movie comments":[],
"movie link":"https://filmow.com/casablanca-t4620/",
"movie title":"Casablanca",
"release year":"1942",
"votes":"10318"
},
{
"actors":[
"Dar Salim",
"Elias Ehlers",
"Esther Hancock",
"Gustav Fischer Kj\u00e6rulff",
"Helene Reingaard Neumann",
"Henrik Petersen",
"Henrik Strube",
"Jakob Cedergren",
"Lisbeth H. Pedersen",
"Mads Broe Andersen",
"Mei Oulund",
"Morten Rose",
"Patricia Schumann",
"Peter Plaugborg",
"Sebastian Bull Sarning"
],
"average":"4.0",
"directors":[
"Thomas Vinterberg"
],
"genre":[
"Drama"
],
"movie comments":[],
"movie link":"https://filmow.com/submarino-t26935/",
"movie title":"Submarino",
"release year":"2010",
"votes":"1269"
},
{
"actors":[
"Jude Law",
"Robert Downey Jr.",
"Affif Ben Badra",
"Alexandre Carril",
"Eddie Marsan",
"Geraldine James",
"Iain Mitchell (I)",
"Jared Harris",
"Karima Adebibe",
"Kelly Reilly",
"Marcus Shakesheff",
"Noomi Rapace",
"Paul Anderson",
"Rachel McAdams",
"Richard Cunningham",
"Stephen Fry",
"Victor Carril",
"William Houston",
"Wolf Kahler"
],
"average":"3.8",
"directors":[
"Guy Ritchie"
],
"genre":[
"A\u00e7\u00e3o",
"Aventura",
"Mist\u00e9rio",
"Policial",
"Suspense"
],
"movie comments":[],
"movie link":"https://filmow.com/sherlock-holmes-o-jogo-de-sombras-t19849/",
"movie title":"Sherlock Holmes: O Jogo de Sombras",
"release year":"2011",
"votes":"30663"
},
{
"actors":[
"Adam Baldwin",
"Arliss Howard",
"Bruce Boa",
"Dorian Harewood",
"Ed O'Ross",
"Ian Tyler",
"John Terry",
"Jon Stafford",
"Kevyn Major Howard",
"Kieron Jecchinis",
"Kirk Taylor",
"Matthew Modine",
"R. Lee Ermey",
"Tim Colceri",
"Vincent D'Onofrio",
"Adrian Bush",
"Al Simpson",
"Anthony Styliano",
"Barry Hayes",
"Bill Thompson (IV)",
"Bob Eric Hart",
"Brett Middleton",
"Brian Goodwin",
"Chris Cornibert",
"Chris Harris",
"Chris Maybach",
"Colin Elvis",
"Costas Dino Chimona",
"Dan Landin",
"Danny Cornibert",
"Dan Weldon",
"David George",
"David Milner",
"David Palffy",
"David Perry (I)",
"Del Anderson",
"Dennis Wells",
"Derek Hart",
"Duc Hu Ta",
"Duncan Henry",
"Frank McCardle",
"Gary Cheeseman",
"Gary Landon Mills",
"Gary Meyer",
"Gary Smith (I)",
"Gil Kopel",
"Gordon Duncan",
"Hadrian Follett",
"Harry Davies",
"Herbert Norville",
"Jim Sarup",
"John Beddows",
"John Curtis",
"John Davis (III)",
"John Morrison (VIII)",
"John Ness",
"John Wilson (V)",
"John Wonderling",
"Keith Hodiak",
"Kenneth Head",
"Kevin Albridge",
"Kevin Day",
"Laurie Gomes",
"Leanne Hong",
"Liam Hogan",
"Louis Barlotti",
"Luke Hogdal",
"Marcus D'Amico",
"Martin Adams",
"Michael Anthony Williams",
"Mike Turjansky",
"Ngoc Le",
"Nguyen Hue Phong",
"Nigel Goulding",
"Nigel Lough",
"Papillon Soo",
"Patrick Benn",
"Pat Sands",
"Peter Edmund",
"Peter Merrill",
"Peter Rommely",
"Phil Elmer",
"Philip Bailey",
"Robert Nichols",
"Robin Hedgeland",
"Roger Smith (VI)",
"Russell Mott",
"Russell Slater",
"Sal Lopez (I)",
"Sean Frank",
"Sean Lamming",
"Sean Minmagh",
"Stanley Kubrick",
"Steve Boucher",
"Steve Hands",
"Steve (II) Hudson",
"Tan Hung Francione",
"Terry Lowe",
"Tony Carey (I)",
"Tony Carey (II)",
"Tony Hague",
"Tony Hayes",
"Tony Howard",
"Tony Leete",
"Tony Minmagh",
"Tony Smith",
"Trevor Hogan",
"Vivian Kubrick",
"Wayne Clark"
],
"average":"4.3",
"directors":[
"Stanley Kubrick"
],
"genre":[
"Drama",
"Guerra"
],
"movie comments":[],
"movie link":"https://filmow.com/nascido-para-matar-t702/",
"movie title":"Nascido Para Matar",
"release year":"1987",
"votes":"14857"
},
{
"actors":[
"Fran\u00e7ois Damiens",
"Alexandre Pavloff",
"Ariane Ascaride",
"Asa Verdin Kallman",
"Audrey Fleurot",
"Audrey Tautou",
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