Scrapy – recursive function as callback for pagination
Question:
I’m running into some difficulties with a Scrapy spider.
Function parse() is not working as it should. It receives a response for a url with a search keyword and then for each listing in the page follows the url to fill the Scrapy Data item.
It has a second yield which recursively calls parse with the next_page url until we reach max_page to also grab all the listings in the following pages.
The second yield isn’t returning any output in the output.json file when calling scrapy crawl example -o output.json
Here is a reduced working version of the spider code which can reproduce the problem if added to a scrapy project.
import scrapy
class Data(scrapy.Item):
page: int = scrapy.Field()
url: str = scrapy.Field()
description: str = scrapy.Field()
user: str = scrapy.Field()
images: list = scrapy.Field()
class Example(scrapy.Spider):
name = 'example'
search = '/search?category=&keyword='
keywords = ['terrains', 'maison', 'land']
max_pages = 2
current_page = 1
def gen_requests(self, url):
for keyword in self.keywords:
build_url = url + self.search
kws = keyword.split(' ')
if (len(kws)>1):
for (i, val) in enumerate(kws):
if (i == 0):
build_url += val
else:
build_url += f'+{val}'
else:
build_url += kws[0]
yield scrapy.Request(build_url, meta={'main_url':url, 'current_page':1}, callback=self.parse)
def start_requests(self):
urls = ['https://ci.coinafrique.com', 'https://sn.coinafrique.com', 'https://bj.coinafrique.com']
for url in urls:
for request in self.gen_requests(url):
yield request
def parse(self, response):
current_page = response.meta['current_page']
main_url = response.meta['main_url']
for listing in response.css('div.col.s6.m4'):
href = listing.xpath('.//p[@class="ad__card-description"]/a/@href').get()
yield scrapy.Request(response.urljoin(href), meta={'current_page':current_page}, callback=self.followListing)
try:
next_page_url = response.css('li.pagination-indicator.direction a::attr(href)')[1].get()
if next_page_url is not None and current_page < self.max_pages:
next_page = main_url + '/search' + next_page_url
current_page += 1
yield scrapy.Request(next_page, meta={'main_url':main_url, 'current_page':1}, callback=self.parse)
except:
print('No next page found')
def followListing(self, response):
url = response.url
current_page = response.meta['current_page']
description = response.xpath('//div[@class="ad__info__box ad__info__box-descriptions"]//text()').getall()[1]
profile = response.css('div.profile-card__content')
user = profile.xpath('.//p[@class="username"]//text()').get()
images = []
for image in response.xpath('//div[contains(@class,"slide-clickable")]/@style').re(r'url((.*))'):
images.append(image)
yield Data(
page=current_page,
url=url,
description=description,
user=user,
images=images
)
If I swap the yield in the parse() function it returns only the max_page (ex. page 2) listings, it seems it only returns the results from the first yield in both cases.
def parse(self, response):
current_page = response.meta['current_page']
main_url = response.meta['main_url']
try:
next_page_url = response.css('li.pagination-indicator.direction a::attr(href)')[1].get()
if next_page_url is not None and current_page < self.max_pages:
next_page = main_url + '/search' + next_page_url
current_page += 1
yield scrapy.Request(next_page, meta={'main_url':main_url, 'current_page':1}, callback=self.parse)
except:
print('No next page found')
for listing in response.css('div.col.s6.m4'):
href = listing.xpath('.//p[@class="ad__card-description"]/a/@href').get()
yield scrapy.Request(response.urljoin(href), meta={'current_page':current_page}, callback=self.followListing)
Answers:
Instead of using the requests meta dictionary to pass around variables in between request methods, scrapy has the cb_kwargs parameter for just that. However in this instance neither are actually necessary.
The reason it’s not working is because something about how you construct the url for the next page is failing. So instead of using the main_url and the current_page variables you can get the current page from the pagination elements at the bottom of the page by looking for the page link that has active as it’s class name, and then getting that elements sibling to find the next page. Then you can reconstruct the relative link with response.urljoin.
For example:
def parse(self, response):
current_page = response.xpath('//li/span[@class="active"]')
current_text = current_page.xpath('.//text()').get()
for listing in response.css('div.col.s6.m4'):
href = listing.xpath('.//p[@class="ad__card-description"]/a/@href').get()
yield scrapy.Request(response.urljoin(href), callback=self.followListing, cb_kwargs={"current_page":current_text})
next_page = current_page.xpath('./following-sibling::span/a/@href').get()
if next_page:
yield scrapy.Request(response.urljoin(next_page), callback=self.parse)
You can do the same in the followlisting method in order to get the current page.
def followListing(self, response, current_page):
description = response.xpath('//div[@class="ad__info__box ad__info__box-descriptions"]//text()').getall()
description = description[1] if description else ""
profile = response.css('div.profile-card__content')
user = profile.xpath('.//p[@class="username"]//text()').get()
images = []
for image in response.xpath('//div[contains(@class,"slide-clickable")]/@style').re(r'url((.*))'):
images.append(image)
yield Data(
url=response.url,
current_page=current_page,
description=description,
user=user,
images=images
)
So in total your spider would look like this:
import scrapy
class Data(scrapy.Item):
page: int = scrapy.Field()
url: str = scrapy.Field()
current_page = scrapy.Field()
description: str = scrapy.Field()
user: str = scrapy.Field()
images: list = scrapy.Field()
class Example(scrapy.Spider):
name = 'example'
search = '/search?category=&keyword='
keywords = ['terrains', 'maison', 'land']
max_pages = 2
current_page = 1
def gen_requests(self, url):
for keyword in self.keywords:
build_url = url + self.search
kws = keyword.split(' ')
if (len(kws)>1):
for (i, val) in enumerate(kws):
if (i == 0):
build_url += val
else:
build_url += f'+{val}'
else:
build_url += kws[0]
yield scrapy.Request(build_url, callback=self.parse)
def start_requests(self):
urls = ['https://ci.coinafrique.com', 'https://sn.coinafrique.com', 'https://bj.coinafrique.com']
for url in urls:
for request in self.gen_requests(url):
yield request
def parse(self, response):
current_page = response.xpath('//li/span[@class="active"]')
current_text = current_page.xpath('.//text()').get()
for listing in response.css('div.col.s6.m4'):
href = listing.xpath('.//p[@class="ad__card-description"]/a/@href').get()
yield scrapy.Request(response.urljoin(href), callback=self.followListing, cb_kwargs={"current_page":current_text})
if int(current_text) < self.max_pages:
next_page = current_page.xpath('./following-sibling::span/a/@href').get()
if next_page:
yield scrapy.Request(response.urljoin(next_page), callback=self.parse)
def followListing(self, response, current_page):
description = response.xpath('//div[@class="ad__info__box ad__info__box-descriptions"]//text()').getall()
description = description[1] if description else ""
profile = response.css('div.profile-card__content')
user = profile.xpath('.//p[@class="username"]//text()').get()
images = []
for image in response.xpath('//div[contains(@class,"slide-clickable")]/@style').re(r'url((.*))'):
images.append(image)
yield Data(
url=response.url,
current_page=current_page,
description=description,
user=user,
images=images
)
partial output from running the above with
scrapy crawl example -o results.json
{"url": "https://sn.coinafrique.com/annonce/terrains/vente-terrains-150-m2-mbao-4094405", "current_page": "4", "description": "Kalimo city situu00e9 u00e0 30mm du centre-ville de dakar et u00e0 10mn du lac rose plus pru00e9cisu00e9ment u00e0 ndiakhirate, proche de l'autoroute u00e0 pu00e9age a1 sortie 10 de diamniadio, aibd et du prolongement de la vdn. ncette nouvelle citu00e9 disposant de toutes les commoditu00e9s vous propose des parcelles de 150mu00b2 en cours de viabilisation u00e0 12 500 000 ht payables sur 2ans. nmodalitu00e9s de paiement : apport de ru00e9servation 50% soit 6 250 000 + 200.000 pour les frais du2019ouverture de dossier et le reliquat u00e9talu00e9 sur 2ans soit 260 416/ mois sans intu00e9ru00eat. nnature juridique : titre foncier individuel", "user": "Fatou Thiam", "images": ["https://images.coinafrique.com/4094405_uploaded_image1_1676373698.jpg", "https://images.coinafrique.com/4094405_uploaded_image2_1676373698.jpeg", "https://images.coinafrique.com/4094405_uploaded_image1_1676373698.jpg", "https://images.coinafrique.com/4094405_uploaded_image2_1676373698.jpeg"]},
{"url": "https://sn.coinafrique.com/annonce/voitures/toyota-land-cruiser-2012-3898070", "current_page": "2", "description": "Toyota tru00e8s bien entretenu. moteur impeccable.", "user": "Mouhamed Seck", "images": ["https://images.coinafrique.com/3898070_uploaded_image1_1664451625.jpg", "https://images.coinafrique.com/3898070_uploaded_image1_1664451625.jpg"]},
{"url": "https://sn.coinafrique.com/annonce/voitures/toyota-land-cruiser-2016-3898332", "current_page": "2", "description": "Vente prado vxr 2016 full option 7 places en tres bon u00e9tat", "user": "Arnaud Tavarez", "images": ["https://images.coinafrique.com/3898332_uploaded_image1_1664461271.jpg", "https://images.coinafrique.com/3898332_uploaded_image2_1664461271.jpeg", "https://images.coinafrique.com/3898332_uploaded_image3_1664461271.jpeg", "https://images.coinafrique.com/3898332_uploaded_image1_1664461271.jpg", "https://images.coinafrique.com/3898332_uploaded_image2_1664461271.jpeg", "https://images.coinafrique.com/3898332_uploaded_image3_1664461271.jpeg"]},
{"url": "https://sn.coinafrique.com/annonce/voitures/land-rover-range-rover-2014-3860928", "current_page": "2", "description": "Range rover sport hsenPremiu00e8re inscription09/2014nPuissance215 kw (292 ch)nType de carburant dieselnTransmissionautomatiquenClasse d'u00e9mission euro5nClimatisation (climatisationnAide au stationnement avant, arriu00e8renVerrouillage centralisu00e9 sans clu00e9nDirection assistu00e9e traction intu00e9grale pneus tout temps pare-brise chauffant volant chauffant Bluetooth ordinateur de bordnLecteur cd vitres u00e9lectriques ru00e9troviseur u00e9lectrique ru00e9glage de siu00e8ge u00e9lectrique antidu00e9marrage ElectriquenVolant multifonctionnelnSystu00e8me de navigationnCommande vocalenDu00e9marrage/arru00eat automatiquenRu00e9gulateur de vitessenEcran tactilenPhares au xu00e9non ", "user": "MANSA STORE", "images": ["https://images.coinafrique.com/3860928_uploaded_image1_1662209243.jpg", "https://images.coinafrique.com/3860928_uploaded_image2_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image3_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image4_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image5_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image6_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image1_1662209243.jpg", "https://images.coinafrique.com/3860928_uploaded_image2_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image3_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image4_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image5_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image6_1662209244.jpeg"]},
{"url": "https://sn.coinafrique.com/annonce/voitures/toyota-land-cruiser-2018-3901898", "current_page": "2", "description": "Toyota prado land cruiser vx anne 2018 automatique diesel 5 palace full options grand u00e9cran camu00e9ra de recul frigo bar rndisponibles chez moi", "user": "Aly Du00e9me", "images": ["https://images.coinafrique.com/3901898_uploaded_image1_1664670013.jpg", "https://images.coinafrique.com/3901898_uploaded_image2_1664669859.jpeg", "https://images.coinafrique.com/3901898_uploaded_image3_1664669859.jpeg", "https://images.coinafrique.com/3901898_uploaded_image1_1664670013.jpg", "https://images.coinafrique.com/3901898_uploaded_image2_1664669859.jpeg", "https://images.coinafrique.com/3901898_uploaded_image3_1664669859.jpeg"]},
{"url": "https://sn.coinafrique.com/annonce/terrains/terrain-700-m2-yoff-4055054", "current_page": "4", "description": "Terrain 700m2 pieds dans lu2019eau virage - yoffna vendre au virage yoff,nune parcelle pieds lu2019eau, npour les amoureux nde brise de mer ( 700 m2 )nprix: 630.000.000 fcfa ", "user": "OVHA GROUP", "images": ["https://images.coinafrique.com/4055054_uploaded_image1_1674042554.jpg", "https://images.coinafrique.com/4055054_uploaded_image1_1674042554.jpg"]},
{"url": "https://sn.coinafrique.com/annonce/voitures/land-rover-range-rover-vogue-2020-3889515", "current_page": "2", "description": "Prix du00e9douanu00e9 nna vendre magnifique range rover vogue v6 diesel nnfull option nnvu00e9hicule diplomatique, entretenu exclusivement chez range rover casablanca. nn2 clu00e9s / parfait u00e9tat ", "user": "Auto Elegance", "images": ["https://images.coinafrique.com/3889515_uploaded_image1_1663920624.jpg", "https://images.coinafrique.com/3889515_uploaded_image2_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image3_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image4_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image5_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image6_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image7_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image8_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image9_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image1_1663920624.jpg", "https://images.coinafrique.com/3889515_uploaded_image2_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image3_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image4_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image5_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image6_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image7_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image8_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image9_1663920624.jpeg"]}
I’m running into some difficulties with a Scrapy spider.
Function parse() is not working as it should. It receives a response for a url with a search keyword and then for each listing in the page follows the url to fill the Scrapy Data item.
It has a second yield which recursively calls parse with the next_page url until we reach max_page to also grab all the listings in the following pages.
The second yield isn’t returning any output in the output.json file when calling scrapy crawl example -o output.json
Here is a reduced working version of the spider code which can reproduce the problem if added to a scrapy project.
import scrapy
class Data(scrapy.Item):
page: int = scrapy.Field()
url: str = scrapy.Field()
description: str = scrapy.Field()
user: str = scrapy.Field()
images: list = scrapy.Field()
class Example(scrapy.Spider):
name = 'example'
search = '/search?category=&keyword='
keywords = ['terrains', 'maison', 'land']
max_pages = 2
current_page = 1
def gen_requests(self, url):
for keyword in self.keywords:
build_url = url + self.search
kws = keyword.split(' ')
if (len(kws)>1):
for (i, val) in enumerate(kws):
if (i == 0):
build_url += val
else:
build_url += f'+{val}'
else:
build_url += kws[0]
yield scrapy.Request(build_url, meta={'main_url':url, 'current_page':1}, callback=self.parse)
def start_requests(self):
urls = ['https://ci.coinafrique.com', 'https://sn.coinafrique.com', 'https://bj.coinafrique.com']
for url in urls:
for request in self.gen_requests(url):
yield request
def parse(self, response):
current_page = response.meta['current_page']
main_url = response.meta['main_url']
for listing in response.css('div.col.s6.m4'):
href = listing.xpath('.//p[@class="ad__card-description"]/a/@href').get()
yield scrapy.Request(response.urljoin(href), meta={'current_page':current_page}, callback=self.followListing)
try:
next_page_url = response.css('li.pagination-indicator.direction a::attr(href)')[1].get()
if next_page_url is not None and current_page < self.max_pages:
next_page = main_url + '/search' + next_page_url
current_page += 1
yield scrapy.Request(next_page, meta={'main_url':main_url, 'current_page':1}, callback=self.parse)
except:
print('No next page found')
def followListing(self, response):
url = response.url
current_page = response.meta['current_page']
description = response.xpath('//div[@class="ad__info__box ad__info__box-descriptions"]//text()').getall()[1]
profile = response.css('div.profile-card__content')
user = profile.xpath('.//p[@class="username"]//text()').get()
images = []
for image in response.xpath('//div[contains(@class,"slide-clickable")]/@style').re(r'url((.*))'):
images.append(image)
yield Data(
page=current_page,
url=url,
description=description,
user=user,
images=images
)
If I swap the yield in the parse() function it returns only the max_page (ex. page 2) listings, it seems it only returns the results from the first yield in both cases.
def parse(self, response):
current_page = response.meta['current_page']
main_url = response.meta['main_url']
try:
next_page_url = response.css('li.pagination-indicator.direction a::attr(href)')[1].get()
if next_page_url is not None and current_page < self.max_pages:
next_page = main_url + '/search' + next_page_url
current_page += 1
yield scrapy.Request(next_page, meta={'main_url':main_url, 'current_page':1}, callback=self.parse)
except:
print('No next page found')
for listing in response.css('div.col.s6.m4'):
href = listing.xpath('.//p[@class="ad__card-description"]/a/@href').get()
yield scrapy.Request(response.urljoin(href), meta={'current_page':current_page}, callback=self.followListing)
Instead of using the requests meta dictionary to pass around variables in between request methods, scrapy has the cb_kwargs parameter for just that. However in this instance neither are actually necessary.
The reason it’s not working is because something about how you construct the url for the next page is failing. So instead of using the main_url and the current_page variables you can get the current page from the pagination elements at the bottom of the page by looking for the page link that has active as it’s class name, and then getting that elements sibling to find the next page. Then you can reconstruct the relative link with response.urljoin.
For example:
def parse(self, response):
current_page = response.xpath('//li/span[@class="active"]')
current_text = current_page.xpath('.//text()').get()
for listing in response.css('div.col.s6.m4'):
href = listing.xpath('.//p[@class="ad__card-description"]/a/@href').get()
yield scrapy.Request(response.urljoin(href), callback=self.followListing, cb_kwargs={"current_page":current_text})
next_page = current_page.xpath('./following-sibling::span/a/@href').get()
if next_page:
yield scrapy.Request(response.urljoin(next_page), callback=self.parse)
You can do the same in the followlisting method in order to get the current page.
def followListing(self, response, current_page):
description = response.xpath('//div[@class="ad__info__box ad__info__box-descriptions"]//text()').getall()
description = description[1] if description else ""
profile = response.css('div.profile-card__content')
user = profile.xpath('.//p[@class="username"]//text()').get()
images = []
for image in response.xpath('//div[contains(@class,"slide-clickable")]/@style').re(r'url((.*))'):
images.append(image)
yield Data(
url=response.url,
current_page=current_page,
description=description,
user=user,
images=images
)
So in total your spider would look like this:
import scrapy
class Data(scrapy.Item):
page: int = scrapy.Field()
url: str = scrapy.Field()
current_page = scrapy.Field()
description: str = scrapy.Field()
user: str = scrapy.Field()
images: list = scrapy.Field()
class Example(scrapy.Spider):
name = 'example'
search = '/search?category=&keyword='
keywords = ['terrains', 'maison', 'land']
max_pages = 2
current_page = 1
def gen_requests(self, url):
for keyword in self.keywords:
build_url = url + self.search
kws = keyword.split(' ')
if (len(kws)>1):
for (i, val) in enumerate(kws):
if (i == 0):
build_url += val
else:
build_url += f'+{val}'
else:
build_url += kws[0]
yield scrapy.Request(build_url, callback=self.parse)
def start_requests(self):
urls = ['https://ci.coinafrique.com', 'https://sn.coinafrique.com', 'https://bj.coinafrique.com']
for url in urls:
for request in self.gen_requests(url):
yield request
def parse(self, response):
current_page = response.xpath('//li/span[@class="active"]')
current_text = current_page.xpath('.//text()').get()
for listing in response.css('div.col.s6.m4'):
href = listing.xpath('.//p[@class="ad__card-description"]/a/@href').get()
yield scrapy.Request(response.urljoin(href), callback=self.followListing, cb_kwargs={"current_page":current_text})
if int(current_text) < self.max_pages:
next_page = current_page.xpath('./following-sibling::span/a/@href').get()
if next_page:
yield scrapy.Request(response.urljoin(next_page), callback=self.parse)
def followListing(self, response, current_page):
description = response.xpath('//div[@class="ad__info__box ad__info__box-descriptions"]//text()').getall()
description = description[1] if description else ""
profile = response.css('div.profile-card__content')
user = profile.xpath('.//p[@class="username"]//text()').get()
images = []
for image in response.xpath('//div[contains(@class,"slide-clickable")]/@style').re(r'url((.*))'):
images.append(image)
yield Data(
url=response.url,
current_page=current_page,
description=description,
user=user,
images=images
)
partial output from running the above with
scrapy crawl example -o results.json
{"url": "https://sn.coinafrique.com/annonce/terrains/vente-terrains-150-m2-mbao-4094405", "current_page": "4", "description": "Kalimo city situu00e9 u00e0 30mm du centre-ville de dakar et u00e0 10mn du lac rose plus pru00e9cisu00e9ment u00e0 ndiakhirate, proche de l'autoroute u00e0 pu00e9age a1 sortie 10 de diamniadio, aibd et du prolongement de la vdn. ncette nouvelle citu00e9 disposant de toutes les commoditu00e9s vous propose des parcelles de 150mu00b2 en cours de viabilisation u00e0 12 500 000 ht payables sur 2ans. nmodalitu00e9s de paiement : apport de ru00e9servation 50% soit 6 250 000 + 200.000 pour les frais du2019ouverture de dossier et le reliquat u00e9talu00e9 sur 2ans soit 260 416/ mois sans intu00e9ru00eat. nnature juridique : titre foncier individuel", "user": "Fatou Thiam", "images": ["https://images.coinafrique.com/4094405_uploaded_image1_1676373698.jpg", "https://images.coinafrique.com/4094405_uploaded_image2_1676373698.jpeg", "https://images.coinafrique.com/4094405_uploaded_image1_1676373698.jpg", "https://images.coinafrique.com/4094405_uploaded_image2_1676373698.jpeg"]},
{"url": "https://sn.coinafrique.com/annonce/voitures/toyota-land-cruiser-2012-3898070", "current_page": "2", "description": "Toyota tru00e8s bien entretenu. moteur impeccable.", "user": "Mouhamed Seck", "images": ["https://images.coinafrique.com/3898070_uploaded_image1_1664451625.jpg", "https://images.coinafrique.com/3898070_uploaded_image1_1664451625.jpg"]},
{"url": "https://sn.coinafrique.com/annonce/voitures/toyota-land-cruiser-2016-3898332", "current_page": "2", "description": "Vente prado vxr 2016 full option 7 places en tres bon u00e9tat", "user": "Arnaud Tavarez", "images": ["https://images.coinafrique.com/3898332_uploaded_image1_1664461271.jpg", "https://images.coinafrique.com/3898332_uploaded_image2_1664461271.jpeg", "https://images.coinafrique.com/3898332_uploaded_image3_1664461271.jpeg", "https://images.coinafrique.com/3898332_uploaded_image1_1664461271.jpg", "https://images.coinafrique.com/3898332_uploaded_image2_1664461271.jpeg", "https://images.coinafrique.com/3898332_uploaded_image3_1664461271.jpeg"]},
{"url": "https://sn.coinafrique.com/annonce/voitures/land-rover-range-rover-2014-3860928", "current_page": "2", "description": "Range rover sport hsenPremiu00e8re inscription09/2014nPuissance215 kw (292 ch)nType de carburant dieselnTransmissionautomatiquenClasse d'u00e9mission euro5nClimatisation (climatisationnAide au stationnement avant, arriu00e8renVerrouillage centralisu00e9 sans clu00e9nDirection assistu00e9e traction intu00e9grale pneus tout temps pare-brise chauffant volant chauffant Bluetooth ordinateur de bordnLecteur cd vitres u00e9lectriques ru00e9troviseur u00e9lectrique ru00e9glage de siu00e8ge u00e9lectrique antidu00e9marrage ElectriquenVolant multifonctionnelnSystu00e8me de navigationnCommande vocalenDu00e9marrage/arru00eat automatiquenRu00e9gulateur de vitessenEcran tactilenPhares au xu00e9non ", "user": "MANSA STORE", "images": ["https://images.coinafrique.com/3860928_uploaded_image1_1662209243.jpg", "https://images.coinafrique.com/3860928_uploaded_image2_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image3_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image4_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image5_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image6_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image1_1662209243.jpg", "https://images.coinafrique.com/3860928_uploaded_image2_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image3_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image4_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image5_1662209244.jpeg", "https://images.coinafrique.com/3860928_uploaded_image6_1662209244.jpeg"]},
{"url": "https://sn.coinafrique.com/annonce/voitures/toyota-land-cruiser-2018-3901898", "current_page": "2", "description": "Toyota prado land cruiser vx anne 2018 automatique diesel 5 palace full options grand u00e9cran camu00e9ra de recul frigo bar rndisponibles chez moi", "user": "Aly Du00e9me", "images": ["https://images.coinafrique.com/3901898_uploaded_image1_1664670013.jpg", "https://images.coinafrique.com/3901898_uploaded_image2_1664669859.jpeg", "https://images.coinafrique.com/3901898_uploaded_image3_1664669859.jpeg", "https://images.coinafrique.com/3901898_uploaded_image1_1664670013.jpg", "https://images.coinafrique.com/3901898_uploaded_image2_1664669859.jpeg", "https://images.coinafrique.com/3901898_uploaded_image3_1664669859.jpeg"]},
{"url": "https://sn.coinafrique.com/annonce/terrains/terrain-700-m2-yoff-4055054", "current_page": "4", "description": "Terrain 700m2 pieds dans lu2019eau virage - yoffna vendre au virage yoff,nune parcelle pieds lu2019eau, npour les amoureux nde brise de mer ( 700 m2 )nprix: 630.000.000 fcfa ", "user": "OVHA GROUP", "images": ["https://images.coinafrique.com/4055054_uploaded_image1_1674042554.jpg", "https://images.coinafrique.com/4055054_uploaded_image1_1674042554.jpg"]},
{"url": "https://sn.coinafrique.com/annonce/voitures/land-rover-range-rover-vogue-2020-3889515", "current_page": "2", "description": "Prix du00e9douanu00e9 nna vendre magnifique range rover vogue v6 diesel nnfull option nnvu00e9hicule diplomatique, entretenu exclusivement chez range rover casablanca. nn2 clu00e9s / parfait u00e9tat ", "user": "Auto Elegance", "images": ["https://images.coinafrique.com/3889515_uploaded_image1_1663920624.jpg", "https://images.coinafrique.com/3889515_uploaded_image2_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image3_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image4_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image5_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image6_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image7_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image8_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image9_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image1_1663920624.jpg", "https://images.coinafrique.com/3889515_uploaded_image2_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image3_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image4_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image5_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image6_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image7_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image8_1663920624.jpeg", "https://images.coinafrique.com/3889515_uploaded_image9_1663920624.jpeg"]}