mirror of https://github.com/Bunsly/JobSpy
feat: add LinkedIn scraper
parent
97bb82c089
commit
fe1f8bc91e
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@ -1,12 +1,13 @@
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import json
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import json
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import re
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import re
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import math
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from math import ceil
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import tls_client
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import tls_client
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from bs4 import BeautifulSoup
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from bs4 import BeautifulSoup
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from .. import Scraper, ScraperInput, Site
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from api.core.scrapers import Scraper, ScraperInput, Site
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from ...jobs import *
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from api.core.jobs import *
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from api.core.utils import handle_response
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class IndeedScraper(Scraper):
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class IndeedScraper(Scraper):
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@ -28,14 +29,15 @@ class IndeedScraper(Scraper):
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}
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}
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response = session.get(self.url, params=params)
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response = session.get(self.url, params=params)
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if response.status_code != 200:
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success, result = handle_response(response)
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return {"message": f"Error - Status Code: {response.status_code}"}
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if not success:
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return result
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soup = BeautifulSoup(response.content, "html.parser")
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soup = BeautifulSoup(response.content, "html.parser")
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jobs = IndeedScraper.parse_jobs(soup)
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jobs = IndeedScraper.parse_jobs(soup)
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total_num_jobs = IndeedScraper.total_jobs(soup)
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total_num_jobs = IndeedScraper.total_jobs(soup)
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total_pages = math.ceil(total_num_jobs / 15)
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total_pages = ceil(total_num_jobs / 15)
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job_list: list[JobPost] = []
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job_list: list[JobPost] = []
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# page_number = jobs["metaData"]["mosaicProviderJobCardsModel"]["pageNumber"]
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# page_number = jobs["metaData"]["mosaicProviderJobCardsModel"]["pageNumber"]
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@ -75,7 +77,6 @@ class IndeedScraper(Scraper):
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title=job["normTitle"],
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title=job["normTitle"],
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description=first_li.text if first_li else None,
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description=first_li.text if first_li else None,
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company_name=job["company"],
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company_name=job["company"],
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industry=None,
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location=Location(
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location=Location(
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city=job["jobLocationCity"],
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city=job["jobLocationCity"],
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state=job["jobLocationState"],
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state=job["jobLocationState"],
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@ -0,0 +1,95 @@
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from math import ceil
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import requests
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from bs4 import BeautifulSoup
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from api.core.scrapers import Scraper, ScraperInput, Site
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from api.core.jobs import *
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from api.core.utils import handle_response
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class LinkedInScraper(Scraper):
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def __init__(self):
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site = Site(Site.LINKEDIN)
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super().__init__(site)
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self.url = "https://www.linkedin.com/jobs"
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def scrape(self, scraper_input: ScraperInput) -> JobResponse:
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params = {"pageNum": scraper_input.page - 1, "location": scraper_input.location}
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self.url = f"{self.url}/{scraper_input.search_term}-jobs"
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response = requests.get(self.url, params=params)
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success, result = handle_response(response)
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if not success:
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return result
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soup = BeautifulSoup(response.text, "html.parser")
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job_list: list[JobPost] = []
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for job_card in soup.find_all(
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"div",
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class_="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-search-card base-search-card--link job-search-card",
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):
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job_url_tag = job_card.find("a", class_="base-card__full-link")
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job_url = job_url_tag["href"] if job_url_tag else "N/A"
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job_info = job_card.find("div", class_="base-search-card__info")
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if job_info is not None:
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title_tag = job_info.find("h3", class_="base-search-card__title")
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title = title_tag.text.strip() if title_tag else "N/A"
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company_tag = job_info.find("a", class_="hidden-nested-link")
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company = company_tag.text.strip() if company_tag else "N/A"
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metadata_card = job_info.find(
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"div", class_="base-search-card__metadata"
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)
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location: Location = LinkedInScraper.get_location(metadata_card)
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datetime_tag = metadata_card.find(
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"time", class_="job-search-card__listdate"
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)
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if datetime_tag:
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datetime_str = datetime_tag["datetime"]
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date_posted = datetime.strptime(datetime_str, "%Y-%m-%d")
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job_post = JobPost(
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title=title,
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company_name=company,
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location=location,
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date_posted=date_posted,
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delivery=Delivery(method=DeliveryEnum.URL, value=job_url),
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)
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job_list.append(job_post)
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job_count_text = soup.find(
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"span", class_="results-context-header__job-count"
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).text
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job_count = int("".join(filter(str.isdigit, job_count_text)))
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total_pages = ceil(job_count / 25)
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job_response = JobResponse(
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jobs=job_list,
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job_count=job_count,
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page=scraper_input.page,
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total_pages=total_pages,
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)
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return job_response
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@staticmethod
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def get_location(metadata_card):
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if metadata_card is not None:
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location_tag = metadata_card.find(
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"span", class_="job-search-card__location"
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)
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location_string = location_tag.text.strip() if location_tag else "N/A"
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parts = location_string.split(", ")
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if len(parts) == 2:
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city, state = parts
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location = Location(
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country="US",
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city=city,
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state=state,
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)
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return location
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@ -4,13 +4,14 @@ from urllib.parse import urlparse, parse_qs
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import tls_client
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import tls_client
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from bs4 import BeautifulSoup
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from bs4 import BeautifulSoup
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from .. import Scraper, ScraperInput, Site
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from api.core.scrapers import Scraper, ScraperInput, Site
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from ...jobs import *
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from api.core.jobs import *
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from api.core.utils import handle_response
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class ZipRecruiterScraper(Scraper):
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class ZipRecruiterScraper(Scraper):
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def __init__(self):
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def __init__(self):
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site = Site(Site.INDEED)
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site = Site(Site.ZIP_RECRUITER)
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super().__init__(site)
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super().__init__(site)
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self.url = "https://www.ziprecruiter.com/jobs-search"
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self.url = "https://www.ziprecruiter.com/jobs-search"
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@ -23,14 +24,15 @@ class ZipRecruiterScraper(Scraper):
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params = {
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params = {
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"search": scraper_input.search_term,
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"search": scraper_input.search_term,
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"location": scraper_input.location,
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"location": scraper_input.location,
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"page": min(scraper_input.page if scraper_input.page else 1, 10),
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"page": min(scraper_input.page, 10),
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}
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}
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response = session.get(
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response = session.get(
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self.url, headers=ZipRecruiterScraper.headers(), params=params
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self.url, headers=ZipRecruiterScraper.headers(), params=params
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)
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)
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if response.status_code != 200:
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success, result = handle_response(response)
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return {"message": f"Error - Status Code: {response.status_code}"}
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if not success:
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return result
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html_string = response.content
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html_string = response.content
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soup = BeautifulSoup(html_string, "html.parser")
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soup = BeautifulSoup(html_string, "html.parser")
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@ -57,7 +59,6 @@ class ZipRecruiterScraper(Scraper):
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title=title,
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title=title,
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description=description,
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description=description,
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company_name=company,
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company_name=company,
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industry=None,
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location=ZipRecruiterScraper.get_location(job),
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location=ZipRecruiterScraper.get_location(job),
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job_type=job_type,
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job_type=job_type,
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compensation=ZipRecruiterScraper.get_compensation(job),
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compensation=ZipRecruiterScraper.get_compensation(job),
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@ -0,0 +1,20 @@
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def handle_response(response):
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if response.status_code == 200:
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try:
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return True, response.json()
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except ValueError:
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return True, response.text
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try:
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error_msg = response.json().get("message", "No detailed message provided.")
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except ValueError:
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error_msg = "No detailed message provided."
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error = {
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"message": "An error occurred during the request.",
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"status_code": response.status_code,
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"url": response.url,
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"details": error_msg,
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}
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return False, error
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@ -2,8 +2,8 @@ from fastapi import APIRouter
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from api.core.scrapers.indeed import IndeedScraper
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from api.core.scrapers.indeed import IndeedScraper
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from api.core.scrapers.ziprecruiter import ZipRecruiterScraper
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from api.core.scrapers.ziprecruiter import ZipRecruiterScraper
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from api.core.scrapers.linkedin import LinkedInScraper
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from api.core.scrapers import ScraperInput
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from api.core.scrapers import ScraperInput
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from api.core.jobs import JobResponse
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router = APIRouter(prefix="/jobs")
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router = APIRouter(prefix="/jobs")
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@ -13,17 +13,19 @@ async def scrape_jobs(
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site_type: str, search_term: str, location: str, page: int = None
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site_type: str, search_term: str, location: str, page: int = None
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):
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):
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job_response = {"message": "site type not found"}
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job_response = {"message": "site type not found"}
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if site_type == "indeed":
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indeed_scraper = IndeedScraper()
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scraper_dict = {
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"indeed": IndeedScraper,
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"linkedin": LinkedInScraper,
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"zip": ZipRecruiterScraper,
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}
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scraper_class = scraper_dict.get(site_type)
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if scraper_class:
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scraper = scraper_class()
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scraper_input = ScraperInput(
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scraper_input = ScraperInput(
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search_term=search_term, location=location, page=page
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search_term=search_term, location=location, page=page
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)
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)
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job_response = indeed_scraper.scrape(scraper_input)
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job_response = scraper.scrape(scraper_input)
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elif site_type == "zip":
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ziprecruiter_scraper = ZipRecruiterScraper()
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scraper_input = ScraperInput(
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search_term=search_term, location=location, page=page
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)
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job_response = ziprecruiter_scraper.scrape(scraper_input)
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return job_response
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return job_response
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3
main.py
3
main.py
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@ -1,4 +1,5 @@
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from fastapi import FastAPI
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from fastapi import FastAPI
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from api import router as api_router
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from api import router as api_router
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app = FastAPI()
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app = FastAPI()
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@ -7,4 +8,4 @@ app.include_router(api_router)
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@app.get("/")
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@app.get("/")
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async def root():
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async def root():
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return {"message": "Hello World"}
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return {"message": "JobSpy Backend"}
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@ -0,0 +1,7 @@
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fastapi~=0.99.1
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pydantic~=1.10.11
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beautifulsoup4~=4.12.2
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requests~=2.31.0
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pip~=21.3.1
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wheel~=0.37.1
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setuptools~=60.2.0
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