mirror of
https://github.com/Bunsly/JobSpy.git
synced 2026-03-06 20:44:30 -08:00
Indeed country support (#38)
This commit is contained in:
@@ -1,4 +1,4 @@
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from ..jobs import Enum, BaseModel, JobType, JobResponse
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from ..jobs import Enum, BaseModel, JobType, JobResponse, Country
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from typing import List, Optional, Any
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@@ -18,6 +18,7 @@ class ScraperInput(BaseModel):
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search_term: str
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location: str = None
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country: Optional[Country] = Country.USA
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distance: Optional[int] = None
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is_remote: bool = False
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job_type: Optional[JobType] = None
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@@ -35,9 +36,8 @@ class CommonResponse(BaseModel):
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class Scraper:
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def __init__(self, site: Site, url: str):
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def __init__(self, site: Site):
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self.site = site
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self.url = url
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def scrape(self, scraper_input: ScraperInput) -> JobResponse:
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...
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@@ -1,6 +1,8 @@
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import re
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import math
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import io
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import json
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import traceback
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from datetime import datetime
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from typing import Optional
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@@ -18,7 +20,7 @@ from ...jobs import (
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JobResponse,
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JobType,
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)
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from .. import Scraper, ScraperInput, Site, StatusException
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from .. import Scraper, ScraperInput, Site, Country, StatusException
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class ParsingException(Exception):
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@@ -31,8 +33,7 @@ class IndeedScraper(Scraper):
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Initializes IndeedScraper with the Indeed job search url
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"""
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site = Site(Site.INDEED)
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url = "https://www.indeed.com"
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super().__init__(site, url)
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super().__init__(site)
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self.jobs_per_page = 15
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self.seen_urls = set()
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@@ -47,16 +48,21 @@ class IndeedScraper(Scraper):
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:param session:
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:return: jobs found on page, total number of jobs found for search
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"""
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self.country = scraper_input.country
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domain = self.country.domain_value
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self.url = f"https://{domain}.indeed.com"
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job_list = []
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params = {
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"q": scraper_input.search_term,
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"l": scraper_input.location,
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"radius": scraper_input.distance,
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"filter": 0,
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"start": 0 + page * 10,
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}
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if scraper_input.distance:
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params["radius"] = scraper_input.distance
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sc_values = []
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if scraper_input.is_remote:
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sc_values.append("attr(DSQF7)")
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@@ -65,12 +71,15 @@ class IndeedScraper(Scraper):
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if sc_values:
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params["sc"] = "0kf:" + "".join(sc_values) + ";"
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response = session.get(self.url + "/jobs", params=params)
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response = session.get(self.url + "/jobs", params=params, allow_redirects=True)
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# print(response.status_code)
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if response.status_code != 200 and response.status_code != 307:
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if response.status_code not in range(200, 400):
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raise StatusException(response.status_code)
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soup = BeautifulSoup(response.content, "html.parser")
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with open("text2.html", "w", encoding="utf-8") as f:
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f.write(str(soup))
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if "did not match any jobs" in str(soup):
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raise ParsingException("Search did not match any jobs")
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@@ -92,8 +101,6 @@ class IndeedScraper(Scraper):
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if job_url in self.seen_urls:
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return None
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snippet_html = BeautifulSoup(job["snippet"], "html.parser")
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extracted_salary = job.get("extractedSalary")
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compensation = None
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if extracted_salary:
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@@ -118,11 +125,12 @@ class IndeedScraper(Scraper):
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date_posted = date_posted.strftime("%Y-%m-%d")
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description = self.get_description(job_url, session)
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li_elements = snippet_html.find_all("li")
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if description is None and li_elements:
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description = " ".join(li.text for li in li_elements)
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with io.StringIO(job["snippet"]) as f:
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soup = BeautifulSoup(f, "html.parser")
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li_elements = soup.find_all("li")
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if description is None and li_elements:
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description = " ".join(li.text for li in li_elements)
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first_li = snippet_html.find("li")
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job_post = JobPost(
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title=job["normTitle"],
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description=description,
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@@ -130,6 +138,7 @@ class IndeedScraper(Scraper):
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location=Location(
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city=job.get("jobLocationCity"),
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state=job.get("jobLocationState"),
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country=self.country,
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),
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job_type=job_type,
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compensation=compensation,
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@@ -138,7 +147,7 @@ class IndeedScraper(Scraper):
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)
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return job_post
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with ThreadPoolExecutor(max_workers=10) as executor:
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with ThreadPoolExecutor(max_workers=1) as executor:
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job_results: list[Future] = [
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executor.submit(process_job, job)
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for job in jobs["metaData"]["mosaicProviderJobCardsModel"]["results"]
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@@ -166,7 +175,7 @@ class IndeedScraper(Scraper):
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#: get first page to initialize session
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job_list, total_results = self.scrape_page(scraper_input, 0, session)
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with ThreadPoolExecutor(max_workers=10) as executor:
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with ThreadPoolExecutor(max_workers=1) as executor:
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futures: list[Future] = [
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executor.submit(self.scrape_page, scraper_input, page, session)
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for page in range(1, pages_to_process + 1)
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@@ -188,6 +197,7 @@ class IndeedScraper(Scraper):
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error=f"Indeed failed to parse response: {e}",
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)
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except Exception as e:
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print(f"LinkedIn failed to scrape: {e}\n{traceback.format_exc()}")
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return JobResponse(
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success=False,
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error=f"Indeed failed to scrape: {e}",
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@@ -215,17 +225,25 @@ class IndeedScraper(Scraper):
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jk_value = params.get("jk", [None])[0]
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formatted_url = f"{self.url}/viewjob?jk={jk_value}&spa=1"
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response = session.get(formatted_url, allow_redirects=True)
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try:
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response = session.get(
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formatted_url, allow_redirects=True, timeout_seconds=5
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)
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except requests.exceptions.Timeout:
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print("The request timed out.")
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return None
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if response.status_code not in range(200, 400):
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print("status code not in range")
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return None
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raw_description = response.json()["body"]["jobInfoWrapperModel"][
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"jobInfoModel"
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]["sanitizedJobDescription"]
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soup = BeautifulSoup(raw_description, "html.parser")
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text_content = " ".join(soup.get_text().split()).strip()
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return text_content
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with io.StringIO(raw_description) as f:
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soup = BeautifulSoup(f, "html.parser")
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text_content = " ".join(soup.get_text().split()).strip()
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return text_content
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@staticmethod
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def get_job_type(job: dict) -> Optional[JobType]:
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@@ -237,13 +255,18 @@ class IndeedScraper(Scraper):
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for taxonomy in job["taxonomyAttributes"]:
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if taxonomy["label"] == "job-types":
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if len(taxonomy["attributes"]) > 0:
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job_type_str = (
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taxonomy["attributes"][0]["label"]
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.replace("-", "_")
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.replace(" ", "_")
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.upper()
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)
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return JobType[job_type_str]
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label = taxonomy["attributes"][0].get("label")
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if label:
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job_type_str = label.replace("-", "").replace(" ", "").lower()
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# print(f"Debug: job_type_str = {job_type_str}")
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return IndeedScraper.get_enum_from_value(job_type_str)
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return None
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@staticmethod
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def get_enum_from_value(value_str):
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for job_type in JobType:
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if value_str in job_type.value:
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return job_type
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return None
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@staticmethod
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@@ -294,7 +317,7 @@ class IndeedScraper(Scraper):
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:param soup:
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:return: total_num_jobs
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"""
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script = soup.find("script", string=lambda t: "window._initialData" in t)
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script = soup.find("script", string=lambda t: t and "window._initialData" in t)
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pattern = re.compile(r"window._initialData\s*=\s*({.*})\s*;", re.DOTALL)
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match = pattern.search(script.string)
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@@ -22,8 +22,8 @@ class LinkedInScraper(Scraper):
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Initializes LinkedInScraper with the LinkedIn job search url
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"""
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site = Site(Site.LINKEDIN)
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url = "https://www.linkedin.com"
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super().__init__(site, url)
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self.url = "https://www.linkedin.com"
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super().__init__(site)
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def scrape(self, scraper_input: ScraperInput) -> JobResponse:
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"""
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@@ -31,6 +31,7 @@ class LinkedInScraper(Scraper):
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:param scraper_input:
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:return: job_response
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"""
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self.country = "worldwide"
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job_list: list[JobPost] = []
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seen_urls = set()
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page, processed_jobs, job_count = 0, 0, 0
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@@ -104,7 +105,7 @@ class LinkedInScraper(Scraper):
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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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location: Location = self.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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@@ -125,7 +126,7 @@ class LinkedInScraper(Scraper):
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job_url=job_url,
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job_type=job_type,
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compensation=Compensation(
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interval=CompensationInterval.YEARLY, currency="USD"
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interval=CompensationInterval.YEARLY, currency=None
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),
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)
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job_list.append(job_post)
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@@ -195,17 +196,24 @@ class LinkedInScraper(Scraper):
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employment_type = employment_type.lower()
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employment_type = employment_type.replace("-", "")
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return JobType(employment_type)
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return LinkedInScraper.get_enum_from_value(employment_type)
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return text_content, get_job_type(soup)
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@staticmethod
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def get_location(metadata_card: Optional[Tag]) -> Location:
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def get_enum_from_value(value_str):
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for job_type in JobType:
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if value_str in job_type.value:
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return job_type
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return None
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def get_location(self, metadata_card: Optional[Tag]) -> Location:
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"""
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Extracts the location data from the job metadata card.
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:param metadata_card
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:return: location
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"""
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location = Location(country=self.country)
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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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@@ -217,6 +225,7 @@ class LinkedInScraper(Scraper):
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location = Location(
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city=city,
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state=state,
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country=self.country,
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)
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return location
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@@ -1,6 +1,7 @@
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import math
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import json
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import re
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import traceback
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from datetime import datetime
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from typing import Optional, Tuple
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from urllib.parse import urlparse, parse_qs
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@@ -18,6 +19,7 @@ from ...jobs import (
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Location,
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JobResponse,
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JobType,
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Country,
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)
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@@ -27,8 +29,8 @@ class ZipRecruiterScraper(Scraper):
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Initializes LinkedInScraper with the ZipRecruiter job search url
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"""
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site = Site(Site.ZIP_RECRUITER)
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url = "https://www.ziprecruiter.com"
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super().__init__(site, url)
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self.url = "https://www.ziprecruiter.com"
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super().__init__(site)
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self.jobs_per_page = 20
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self.seen_urls = set()
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@@ -80,8 +82,10 @@ class ZipRecruiterScraper(Scraper):
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self.url + "/jobs-search",
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headers=ZipRecruiterScraper.headers(),
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params=params,
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allow_redirects=True,
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)
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# print(response.status_code)
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if response.status_code != 200:
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raise StatusException(response.status_code)
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@@ -144,6 +148,7 @@ class ZipRecruiterScraper(Scraper):
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error=f"ZipRecruiter returned status code {e.status_code}",
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)
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except Exception as e:
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print(f"ZipRecruiter failed to scrape: {e}\n{traceback.format_exc()}")
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return JobResponse(
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success=False,
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error=f"ZipRecruiter failed to scrape: {e}",
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@@ -181,15 +186,12 @@ class ZipRecruiterScraper(Scraper):
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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 = None
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if job_type_element:
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job_type_text = (
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job_type_element.text.strip().lower().replace("-", "").replace(" ", "")
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)
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if job_type_text == "contractor":
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job_type_text = "contract"
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job_type = JobType(job_type_text)
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else:
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job_type = None
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job_type = ZipRecruiterScraper.get_job_type_enum(job_type_text)
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date_posted = ZipRecruiterScraper.get_date_posted(job)
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@@ -206,16 +208,17 @@ class ZipRecruiterScraper(Scraper):
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return job_post
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def process_job_js(self, job: dict) -> JobPost:
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# Map the job data to the expected fields by the Pydantic model
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title = job.get("Title")
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description = BeautifulSoup(
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job.get("Snippet", "").strip(), "html.parser"
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).get_text()
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company = job.get("OrgName")
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location = Location(city=job.get("City"), state=job.get("State"))
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location = Location(
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city=job.get("City"), state=job.get("State"), country=Country.US_CANADA
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)
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try:
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job_type = ZipRecruiterScraper.job_type_from_string(
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job_type = ZipRecruiterScraper.get_job_type_enum(
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job.get("EmploymentType", "").replace("-", "_").lower()
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)
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except ValueError:
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@@ -244,6 +247,7 @@ class ZipRecruiterScraper(Scraper):
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interval=CompensationInterval.YEARLY,
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min_amount=min_amount,
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max_amount=max_amount,
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currency="USD/CAD",
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)
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save_job_url = job.get("SaveJobURL", "")
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posted_time_match = re.search(
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@@ -270,17 +274,18 @@ class ZipRecruiterScraper(Scraper):
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return job_post
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@staticmethod
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def job_type_from_string(value: str) -> Optional[JobType]:
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if not value:
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return None
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def get_enum_from_value(value_str):
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for job_type in JobType:
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if value_str in job_type.value:
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return job_type
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return None
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if value.lower() == "contractor":
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value = "contract"
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normalized_value = value.replace("_", "")
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for item in JobType:
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if item.value == normalized_value:
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return item
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raise ValueError(f"Invalid value for JobType: {value}")
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@staticmethod
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def get_job_type_enum(job_type_str: str) -> Optional[JobType]:
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for job_type in JobType:
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if job_type_str in job_type.value:
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return job_type
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return None
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def get_description(self, job_page_url: str) -> Tuple[Optional[str], Optional[str]]:
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"""
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@@ -289,11 +294,16 @@ class ZipRecruiterScraper(Scraper):
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:param session:
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:return: description or None, response url
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"""
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response = self.session.get(
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job_page_url, headers=ZipRecruiterScraper.headers(), allow_redirects=True
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)
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if response.status_code not in range(200, 400):
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return None, None
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try:
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response = self.session.get(
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job_page_url,
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headers=ZipRecruiterScraper.headers(),
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allow_redirects=True,
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timeout_seconds=5,
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)
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except requests.exceptions.Timeout:
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print("The request timed out.")
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return None
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html_string = response.content
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soup_job = BeautifulSoup(html_string, "html.parser")
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@@ -375,7 +385,10 @@ class ZipRecruiterScraper(Scraper):
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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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interval=interval,
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min_amount=min(amounts),
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max_amount=max(amounts),
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currency="USD/CAD",
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)
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return compensation
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@@ -399,10 +412,7 @@ class ZipRecruiterScraper(Scraper):
|
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city, state = None, None
|
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else:
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city, state = None, None
|
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return Location(
|
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city=city,
|
||||
state=state,
|
||||
)
|
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return Location(city=city, state=state, country=Country.US_CANADA)
|
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@staticmethod
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def headers() -> dict:
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Reference in New Issue
Block a user