mirror of https://github.com/Bunsly/JobSpy
Merge pull request #2 from JobSpy-ai/feature/scrapers/Add-ZipRecruiter-Scrper
feat: add ZipRecruiterScraperpull/12/head
Cullen
GitHub
commit
9c5efd6fe1
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@ -6,17 +6,11 @@ from enum import Enum
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class JobType(Enum):
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FULL_TIME = "full_time"
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PART_TIME = "part_time"
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CONTRACT = "contract"
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CONTRACT = "contractor"
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INTERNSHIP = "internship"
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TEMPORARY = "temporary"
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class CompensationInterval(Enum):
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YEARLY = "yearly"
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MONTHLY = "monthly"
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WEEKLY = "weekly"
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DAILY = "daily"
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HOURLY = "hourly"
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PER_DIEM = "per_diem"
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NIGHTS = "nights"
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class Location(BaseModel):
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@ -27,11 +21,19 @@ class Location(BaseModel):
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address: str = None
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class CompensationInterval(Enum):
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YEARLY = "yearly"
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MONTHLY = "monthly"
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WEEKLY = "weekly"
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DAILY = "daily"
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HOURLY = "hourly"
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class Compensation(BaseModel):
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interval: CompensationInterval
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min_amount: int
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max_amount: int
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currency: str = None
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min_amount: float
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max_amount: float
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currency: str = "US"
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class DeliveryEnum(Enum):
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@ -48,9 +50,8 @@ class JobPost(BaseModel):
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title: str
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description: str = None
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company_name: str
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industry: str = None
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location: Location
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job_type: JobType
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job_type: JobType = None
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compensation: Compensation = None
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date_posted: datetime
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delivery: Delivery = None
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@ -38,7 +38,7 @@ class IndeedScraper(Scraper):
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total_pages = math.ceil(total_num_jobs / 15)
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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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for job in jobs["metaData"]["mosaicProviderJobCardsModel"]["results"]:
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snippet_html = BeautifulSoup(job["snippet"], "html.parser")
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@ -92,7 +92,7 @@ class IndeedScraper(Scraper):
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job_response = JobResponse(
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jobs=job_list,
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job_count=total_num_jobs,
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page=page_number,
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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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@ -0,0 +1,147 @@
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import json
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from urllib.parse import urlparse, parse_qs
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import tls_client
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from bs4 import BeautifulSoup
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from .. import Scraper, ScraperInput, Site
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from ...jobs import *
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class ZipRecruiterScraper(Scraper):
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def __init__(self):
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site = Site(Site.INDEED)
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super().__init__(site)
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self.url = "https://www.ziprecruiter.com/jobs-search"
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def scrape(self, scraper_input: ScraperInput) -> JobResponse:
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session = tls_client.Session(
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client_identifier="chrome112", random_tls_extension_order=True
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)
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params = {
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"search": scraper_input.search_term,
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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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}
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response = session.get(
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self.url, headers=ZipRecruiterScraper.headers(), params=params
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)
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if response.status_code != 200:
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return {"message": f"Error - Status Code: {response.status_code}"}
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html_string = response.content
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soup = BeautifulSoup(html_string, "html.parser")
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job_posts = soup.find_all("div", {"class": "job_content"})
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job_list: list[JobPost] = []
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for job in job_posts:
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title = job.find("h2", {"class": "title"}).text
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company = job.find("a", {"class": "company_name"}).text.strip()
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description = job.find("p", {"class": "job_snippet"}).text.strip()
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job_type_element = job.find("li", {"class": "perk_item perk_type"})
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job_type = (
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job_type_element.text.strip().lower().replace("-", "_")
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if job_type_element
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else None
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)
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url = job.find("a", {"class": "job_link"})["href"]
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date_posted = ZipRecruiterScraper.get_date_posted(job)
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job_type = job_type.replace(" ", "_") if job_type else job_type
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job_post = JobPost(
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title=title,
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description=description,
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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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job_type=job_type,
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compensation=ZipRecruiterScraper.get_compensation(job),
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date_posted=date_posted,
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delivery=Delivery(method=DeliveryEnum.URL, value=url),
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)
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job_list.append(job_post)
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script_tag = soup.find("script", {"id": "js_variables"})
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data = json.loads(script_tag.string)
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job_count = data["totalJobCount"]
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job_count = job_count.replace(",", "")
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total_pages = data["maxPages"]
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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=params["page"],
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total_pages=total_pages,
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)
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return job_response
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def get_interval(interval_str):
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interval_alias = {"annually": CompensationInterval.YEARLY}
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interval_str = interval_str.lower()
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if interval_str in interval_alias:
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return interval_alias[interval_str]
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return CompensationInterval(interval_str)
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@staticmethod
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def get_date_posted(job: str):
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button = job.find(
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"button", {"class": "action_input save_job zrs_btn_secondary_200"}
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)
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url_time = button["data-href"]
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url_components = urlparse(url_time)
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params = parse_qs(url_components.query)
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return params.get("posted_time", [None])[0]
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@staticmethod
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def get_compensation(job):
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pay_element = job.find("li", {"class": "perk_item perk_pay"})
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if pay_element is None:
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return None
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pay = pay_element.find("div", {"class": "value"}).find("span").text.strip()
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return ZipRecruiterScraper.create_compensation_object(pay)
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@staticmethod
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def get_location(job):
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location_string = job.find("a", {"class": "company_location"}).text.strip()
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parts = location_string.split(", ")
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city, state = parts
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return 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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@staticmethod
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def create_compensation_object(pay_string: str):
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interval = ZipRecruiterScraper.get_interval(pay_string.split()[-1])
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amounts = []
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for amount in pay_string.split("to"):
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amount = amount.replace(",", "").strip("$ ").split(" ")[0]
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if "K" in amount:
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amount = amount.replace("K", "")
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amount = float(amount) * 1000
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else:
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amount = float(amount)
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amounts.append(amount)
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compensation = Compensation(
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interval=interval, min_amount=min(amounts), max_amount=max(amounts)
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)
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return compensation
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@staticmethod
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def headers():
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return {
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"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_14_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/78.0.3904.97 Safari/537.36"
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}
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@ -1,6 +1,7 @@
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from fastapi import APIRouter
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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 import ScraperInput
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from api.core.jobs import JobResponse
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@ -8,9 +9,21 @@ router = APIRouter(prefix="/jobs")
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@router.get("/")
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async def scrape_jobs(search_term: str, location: str, page: int = None):
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scraper = IndeedScraper()
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async def scrape_jobs(
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site_type: str, search_term: str, location: str, page: int = None
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):
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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_input = ScraperInput(
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search_term=search_term, location=location, page=page
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)
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job_response = indeed_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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scraper_input = ScraperInput(search_term=search_term, location=location, page=page)
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job_response = scraper.scrape(scraper_input)
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return job_response
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