mirror of https://github.com/Bunsly/JobSpy
indeed:remove tpe (#210)
Cullen Watson
GitHub
parent
9207ab56f6
commit
9f4083380d
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@ -168,10 +168,7 @@ Indeed specific
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├── company_employees_label
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├── company_revenue_label
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├── company_description
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├── ceo_name
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├── ceo_photo_url
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├── logo_photo_url
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└── banner_photo_url
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└── logo_photo_url
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```
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## Supported Countries for Job Searching
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@ -1,6 +1,6 @@
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[tool.poetry]
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name = "python-jobspy"
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version = "1.1.69"
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version = "1.1.70"
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description = "Job scraper for LinkedIn, Indeed, Glassdoor & ZipRecruiter"
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authors = ["Zachary Hampton <zachary@bunsly.com>", "Cullen Watson <cullen@bunsly.com>"]
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homepage = "https://github.com/Bunsly/JobSpy"
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@ -5,7 +5,7 @@ from typing import Tuple
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from concurrent.futures import ThreadPoolExecutor, as_completed
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from .jobs import JobType, Location
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from .scrapers.utils import logger, set_logger_level, extract_salary
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from .scrapers.utils import set_logger_level, extract_salary, create_logger
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from .scrapers.indeed import IndeedScraper
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from .scrapers.ziprecruiter import ZipRecruiterScraper
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from .scrapers.glassdoor import GlassdoorScraper
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@ -102,7 +102,7 @@ def scrape_jobs(
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scraped_data: JobResponse = scraper.scrape(scraper_input)
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cap_name = site.value.capitalize()
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site_name = "ZipRecruiter" if cap_name == "Zip_recruiter" else cap_name
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logger.info(f"{site_name} finished scraping")
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create_logger(site_name).info(f"finished scraping")
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return site.value, scraped_data
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site_to_jobs_dict = {}
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@ -228,15 +228,12 @@ def scrape_jobs(
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"emails",
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"description",
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"company_url",
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"logo_photo_url",
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"company_url_direct",
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"company_addresses",
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"company_num_employees",
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"company_revenue",
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"company_description",
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"logo_photo_url",
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"banner_photo_url",
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"ceo_name",
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"ceo_photo_url",
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]
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# Step 3: Ensure all desired columns are present, adding missing ones as empty
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@ -256,8 +256,6 @@ class JobPost(BaseModel):
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company_num_employees: str | None = None
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company_revenue: str | None = None
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company_description: str | None = None
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ceo_name: str | None = None
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ceo_photo_url: str | None = None
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logo_photo_url: str | None = None
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banner_photo_url: str | None = None
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@ -14,13 +14,13 @@ from typing import Optional, Tuple
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from datetime import datetime, timedelta
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from concurrent.futures import ThreadPoolExecutor, as_completed
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from .constants import fallback_token, query_template, headers
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from .. import Scraper, ScraperInput, Site
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from ..utils import extract_emails_from_text
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from ..utils import extract_emails_from_text, create_logger
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from ..exceptions import GlassdoorException
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from ..utils import (
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create_session,
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markdown_converter,
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logger,
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)
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from ...jobs import (
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JobPost,
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@ -32,9 +32,13 @@ from ...jobs import (
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DescriptionFormat,
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)
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logger = create_logger("Glassdoor")
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class GlassdoorScraper(Scraper):
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def __init__(self, proxies: list[str] | str | None = None, ca_cert: str | None = None):
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def __init__(
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self, proxies: list[str] | str | None = None, ca_cert: str | None = None
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):
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"""
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Initializes GlassdoorScraper with the Glassdoor job search url
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"""
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@ -59,9 +63,12 @@ class GlassdoorScraper(Scraper):
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self.scraper_input.results_wanted = min(900, scraper_input.results_wanted)
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self.base_url = self.scraper_input.country.get_glassdoor_url()
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self.session = create_session(proxies=self.proxies, ca_cert=self.ca_cert, is_tls=True, has_retry=True)
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self.session = create_session(
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proxies=self.proxies, ca_cert=self.ca_cert, is_tls=True, has_retry=True
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)
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token = self._get_csrf_token()
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self.headers["gd-csrf-token"] = token if token else self.fallback_token
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headers["gd-csrf-token"] = token if token else fallback_token
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self.session.headers.update(headers)
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location_id, location_type = self._get_location(
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scraper_input.location, scraper_input.is_remote
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@ -76,7 +83,7 @@ class GlassdoorScraper(Scraper):
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tot_pages = (scraper_input.results_wanted // self.jobs_per_page) + 2
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range_end = min(tot_pages, self.max_pages + 1)
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for page in range(range_start, range_end):
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logger.info(f"Glassdoor search page: {page}")
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logger.info(f"search page: {page} / {range_end-1}")
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try:
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jobs, cursor = self._fetch_jobs_page(
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scraper_input, location_id, location_type, page, cursor
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@ -107,7 +114,6 @@ class GlassdoorScraper(Scraper):
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payload = self._add_payload(location_id, location_type, page_num, cursor)
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response = self.session.post(
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f"{self.base_url}/graph",
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headers=self.headers,
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timeout_seconds=15,
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data=payload,
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)
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@ -148,9 +154,7 @@ class GlassdoorScraper(Scraper):
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"""
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Fetches csrf token needed for API by visiting a generic page
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"""
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res = self.session.get(
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f"{self.base_url}/Job/computer-science-jobs.htm", headers=self.headers
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)
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res = self.session.get(f"{self.base_url}/Job/computer-science-jobs.htm")
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pattern = r'"token":\s*"([^"]+)"'
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matches = re.findall(pattern, res.text)
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token = None
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@ -199,7 +203,7 @@ class GlassdoorScraper(Scraper):
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.lower()
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)
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return JobPost(
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id=str(job_id),
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id=f"gd-{job_id}",
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title=title,
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company_url=company_url if company_id else None,
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company_name=company_name,
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@ -243,7 +247,7 @@ class GlassdoorScraper(Scraper):
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""",
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}
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]
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res = requests.post(url, json=body, headers=self.headers)
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res = requests.post(url, json=body, headers=headers)
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if res.status_code != 200:
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return None
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data = res.json()[0]
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@ -256,7 +260,7 @@ class GlassdoorScraper(Scraper):
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if not location or is_remote:
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return "11047", "STATE" # remote options
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url = f"{self.base_url}/findPopularLocationAjax.htm?maxLocationsToReturn=10&term={location}"
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res = self.session.get(url, headers=self.headers)
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res = self.session.get(url)
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if res.status_code != 200:
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if res.status_code == 429:
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err = f"429 Response - Blocked by Glassdoor for too many requests"
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@ -310,7 +314,7 @@ class GlassdoorScraper(Scraper):
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"fromage": fromage,
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"sort": "date",
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},
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"query": self.query_template,
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"query": query_template,
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}
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if self.scraper_input.job_type:
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payload["variables"]["filterParams"].append(
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@ -358,188 +362,3 @@ class GlassdoorScraper(Scraper):
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for cursor_data in pagination_cursors:
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if cursor_data["pageNumber"] == page_num:
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return cursor_data["cursor"]
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fallback_token = "Ft6oHEWlRZrxDww95Cpazw:0pGUrkb2y3TyOpAIqF2vbPmUXoXVkD3oEGDVkvfeCerceQ5-n8mBg3BovySUIjmCPHCaW0H2nQVdqzbtsYqf4Q:wcqRqeegRUa9MVLJGyujVXB7vWFPjdaS1CtrrzJq-ok"
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headers = {
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"authority": "www.glassdoor.com",
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"accept": "*/*",
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"accept-language": "en-US,en;q=0.9",
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"apollographql-client-name": "job-search-next",
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"apollographql-client-version": "4.65.5",
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"content-type": "application/json",
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"origin": "https://www.glassdoor.com",
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"referer": "https://www.glassdoor.com/",
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"sec-ch-ua": '"Chromium";v="118", "Google Chrome";v="118", "Not=A?Brand";v="99"',
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"sec-ch-ua-mobile": "?0",
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"sec-ch-ua-platform": '"macOS"',
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"sec-fetch-dest": "empty",
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"sec-fetch-mode": "cors",
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"sec-fetch-site": "same-origin",
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"user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/118.0.0.0 Safari/537.36",
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}
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query_template = """
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query JobSearchResultsQuery(
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$excludeJobListingIds: [Long!],
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$keyword: String,
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$locationId: Int,
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$locationType: LocationTypeEnum,
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$numJobsToShow: Int!,
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$pageCursor: String,
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$pageNumber: Int,
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$filterParams: [FilterParams],
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$originalPageUrl: String,
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$seoFriendlyUrlInput: String,
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$parameterUrlInput: String,
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$seoUrl: Boolean
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) {
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jobListings(
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contextHolder: {
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searchParams: {
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excludeJobListingIds: $excludeJobListingIds,
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keyword: $keyword,
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locationId: $locationId,
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locationType: $locationType,
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numPerPage: $numJobsToShow,
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pageCursor: $pageCursor,
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pageNumber: $pageNumber,
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filterParams: $filterParams,
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originalPageUrl: $originalPageUrl,
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seoFriendlyUrlInput: $seoFriendlyUrlInput,
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parameterUrlInput: $parameterUrlInput,
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seoUrl: $seoUrl,
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searchType: SR
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}
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}
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) {
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companyFilterOptions {
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id
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shortName
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__typename
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}
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filterOptions
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indeedCtk
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jobListings {
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...JobView
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__typename
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}
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jobListingSeoLinks {
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linkItems {
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position
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url
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__typename
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}
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__typename
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}
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jobSearchTrackingKey
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jobsPageSeoData {
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pageMetaDescription
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pageTitle
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__typename
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}
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paginationCursors {
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cursor
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pageNumber
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__typename
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}
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indexablePageForSeo
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searchResultsMetadata {
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searchCriteria {
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implicitLocation {
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id
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localizedDisplayName
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type
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__typename
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}
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keyword
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location {
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id
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shortName
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localizedShortName
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localizedDisplayName
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type
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__typename
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}
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__typename
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}
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helpCenterDomain
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helpCenterLocale
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jobSerpJobOutlook {
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occupation
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paragraph
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__typename
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}
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showMachineReadableJobs
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__typename
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}
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totalJobsCount
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__typename
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}
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}
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fragment JobView on JobListingSearchResult {
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jobview {
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header {
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adOrderId
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advertiserType
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adOrderSponsorshipLevel
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ageInDays
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divisionEmployerName
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easyApply
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employer {
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id
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name
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shortName
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__typename
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}
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employerNameFromSearch
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goc
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gocConfidence
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gocId
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jobCountryId
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jobLink
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jobResultTrackingKey
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jobTitleText
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locationName
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locationType
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locId
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needsCommission
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payCurrency
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payPeriod
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payPeriodAdjustedPay {
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p10
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p50
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p90
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__typename
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}
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rating
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salarySource
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savedJobId
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sponsored
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__typename
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}
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job {
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description
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importConfigId
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jobTitleId
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jobTitleText
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listingId
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__typename
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}
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jobListingAdminDetails {
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cpcVal
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importConfigId
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jobListingId
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jobSourceId
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userEligibleForAdminJobDetails
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__typename
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}
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overview {
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shortName
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squareLogoUrl
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__typename
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}
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__typename
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}
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__typename
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}
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"""
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@ -0,0 +1,184 @@
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headers = {
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"authority": "www.glassdoor.com",
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"accept": "*/*",
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"accept-language": "en-US,en;q=0.9",
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"apollographql-client-name": "job-search-next",
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"apollographql-client-version": "4.65.5",
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"content-type": "application/json",
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"origin": "https://www.glassdoor.com",
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"referer": "https://www.glassdoor.com/",
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"sec-ch-ua": '"Chromium";v="118", "Google Chrome";v="118", "Not=A?Brand";v="99"',
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"sec-ch-ua-mobile": "?0",
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"sec-ch-ua-platform": '"macOS"',
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"sec-fetch-dest": "empty",
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"sec-fetch-mode": "cors",
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"sec-fetch-site": "same-origin",
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"user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/118.0.0.0 Safari/537.36",
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}
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query_template = """
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query JobSearchResultsQuery(
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$excludeJobListingIds: [Long!],
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$keyword: String,
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$locationId: Int,
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$locationType: LocationTypeEnum,
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$numJobsToShow: Int!,
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$pageCursor: String,
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$pageNumber: Int,
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$filterParams: [FilterParams],
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$originalPageUrl: String,
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$seoFriendlyUrlInput: String,
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$parameterUrlInput: String,
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$seoUrl: Boolean
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) {
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jobListings(
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contextHolder: {
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searchParams: {
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excludeJobListingIds: $excludeJobListingIds,
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keyword: $keyword,
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locationId: $locationId,
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locationType: $locationType,
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numPerPage: $numJobsToShow,
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pageCursor: $pageCursor,
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pageNumber: $pageNumber,
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filterParams: $filterParams,
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originalPageUrl: $originalPageUrl,
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seoFriendlyUrlInput: $seoFriendlyUrlInput,
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parameterUrlInput: $parameterUrlInput,
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seoUrl: $seoUrl,
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searchType: SR
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}
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}
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) {
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companyFilterOptions {
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id
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shortName
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__typename
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}
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filterOptions
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indeedCtk
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jobListings {
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...JobView
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__typename
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}
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jobListingSeoLinks {
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linkItems {
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position
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url
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__typename
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}
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__typename
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}
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jobSearchTrackingKey
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jobsPageSeoData {
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pageMetaDescription
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pageTitle
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__typename
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}
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paginationCursors {
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cursor
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pageNumber
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__typename
|
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}
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indexablePageForSeo
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searchResultsMetadata {
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searchCriteria {
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implicitLocation {
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id
|
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localizedDisplayName
|
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type
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__typename
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}
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keyword
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location {
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id
|
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shortName
|
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localizedShortName
|
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localizedDisplayName
|
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type
|
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__typename
|
||||
}
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__typename
|
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}
|
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helpCenterDomain
|
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helpCenterLocale
|
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jobSerpJobOutlook {
|
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occupation
|
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paragraph
|
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__typename
|
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}
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showMachineReadableJobs
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__typename
|
||||
}
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totalJobsCount
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__typename
|
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}
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}
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|
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fragment JobView on JobListingSearchResult {
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jobview {
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header {
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adOrderId
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advertiserType
|
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adOrderSponsorshipLevel
|
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ageInDays
|
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divisionEmployerName
|
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easyApply
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employer {
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id
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name
|
||||
shortName
|
||||
__typename
|
||||
}
|
||||
employerNameFromSearch
|
||||
goc
|
||||
gocConfidence
|
||||
gocId
|
||||
jobCountryId
|
||||
jobLink
|
||||
jobResultTrackingKey
|
||||
jobTitleText
|
||||
locationName
|
||||
locationType
|
||||
locId
|
||||
needsCommission
|
||||
payCurrency
|
||||
payPeriod
|
||||
payPeriodAdjustedPay {
|
||||
p10
|
||||
p50
|
||||
p90
|
||||
__typename
|
||||
}
|
||||
rating
|
||||
salarySource
|
||||
savedJobId
|
||||
sponsored
|
||||
__typename
|
||||
}
|
||||
job {
|
||||
description
|
||||
importConfigId
|
||||
jobTitleId
|
||||
jobTitleText
|
||||
listingId
|
||||
__typename
|
||||
}
|
||||
jobListingAdminDetails {
|
||||
cpcVal
|
||||
importConfigId
|
||||
jobListingId
|
||||
jobSourceId
|
||||
userEligibleForAdminJobDetails
|
||||
__typename
|
||||
}
|
||||
overview {
|
||||
shortName
|
||||
squareLogoUrl
|
||||
__typename
|
||||
}
|
||||
__typename
|
||||
}
|
||||
__typename
|
||||
}
|
||||
"""
|
||||
fallback_token = "Ft6oHEWlRZrxDww95Cpazw:0pGUrkb2y3TyOpAIqF2vbPmUXoXVkD3oEGDVkvfeCerceQ5-n8mBg3BovySUIjmCPHCaW0H2nQVdqzbtsYqf4Q:wcqRqeegRUa9MVLJGyujVXB7vWFPjdaS1CtrrzJq-ok"
|
||||
|
|
@ -10,15 +10,15 @@ from __future__ import annotations
|
|||
import math
|
||||
from typing import Tuple
|
||||
from datetime import datetime
|
||||
from concurrent.futures import ThreadPoolExecutor, Future
|
||||
|
||||
from .constants import job_search_query, api_headers
|
||||
from .. import Scraper, ScraperInput, Site
|
||||
from ..utils import (
|
||||
extract_emails_from_text,
|
||||
get_enum_from_job_type,
|
||||
markdown_converter,
|
||||
logger,
|
||||
create_session,
|
||||
create_logger,
|
||||
)
|
||||
from ...jobs import (
|
||||
JobPost,
|
||||
|
|
@ -30,15 +30,21 @@ from ...jobs import (
|
|||
DescriptionFormat,
|
||||
)
|
||||
|
||||
logger = create_logger("Indeed")
|
||||
|
||||
|
||||
class IndeedScraper(Scraper):
|
||||
def __init__(self, proxies: list[str] | str | None = None, ca_cert: str | None = None):
|
||||
def __init__(
|
||||
self, proxies: list[str] | str | None = None, ca_cert: str | None = None
|
||||
):
|
||||
"""
|
||||
Initializes IndeedScraper with the Indeed API url
|
||||
"""
|
||||
super().__init__(Site.INDEED, proxies=proxies)
|
||||
|
||||
self.session = create_session(proxies=self.proxies, ca_cert=ca_cert, is_tls=False)
|
||||
self.session = create_session(
|
||||
proxies=self.proxies, ca_cert=ca_cert, is_tls=False
|
||||
)
|
||||
self.scraper_input = None
|
||||
self.jobs_per_page = 100
|
||||
self.num_workers = 10
|
||||
|
|
@ -57,7 +63,7 @@ class IndeedScraper(Scraper):
|
|||
self.scraper_input = scraper_input
|
||||
domain, self.api_country_code = self.scraper_input.country.indeed_domain_value
|
||||
self.base_url = f"https://{domain}.indeed.com"
|
||||
self.headers = self.api_headers.copy()
|
||||
self.headers = api_headers.copy()
|
||||
self.headers["indeed-co"] = self.scraper_input.country.indeed_domain_value
|
||||
job_list = []
|
||||
page = 1
|
||||
|
|
@ -65,17 +71,19 @@ class IndeedScraper(Scraper):
|
|||
cursor = None
|
||||
offset_pages = math.ceil(self.scraper_input.offset / 100)
|
||||
for _ in range(offset_pages):
|
||||
logger.info(f"Indeed skipping search page: {page}")
|
||||
logger.info(f"skipping search page: {page}")
|
||||
__, cursor = self._scrape_page(cursor)
|
||||
if not __:
|
||||
logger.info(f"Indeed found no jobs on page: {page}")
|
||||
logger.info(f"found no jobs on page: {page}")
|
||||
break
|
||||
|
||||
while len(self.seen_urls) < scraper_input.results_wanted:
|
||||
logger.info(f"Indeed search page: {page}")
|
||||
logger.info(
|
||||
f"search page: {page} / {math.ceil(scraper_input.results_wanted / 100)}"
|
||||
)
|
||||
jobs, cursor = self._scrape_page(cursor)
|
||||
if not jobs:
|
||||
logger.info(f"Indeed found no jobs on page: {page}")
|
||||
logger.info(f"found no jobs on page: {page}")
|
||||
break
|
||||
job_list += jobs
|
||||
page += 1
|
||||
|
|
@ -95,7 +103,7 @@ class IndeedScraper(Scraper):
|
|||
if self.scraper_input.search_term
|
||||
else ""
|
||||
)
|
||||
query = self.job_search_query.format(
|
||||
query = job_search_query.format(
|
||||
what=(f'what: "{search_term}"' if search_term else ""),
|
||||
location=(
|
||||
f'location: {{where: "{self.scraper_input.location}", radius: {self.scraper_input.distance}, radiusUnit: MILES}}'
|
||||
|
|
@ -109,28 +117,29 @@ class IndeedScraper(Scraper):
|
|||
payload = {
|
||||
"query": query,
|
||||
}
|
||||
api_headers = self.api_headers.copy()
|
||||
api_headers["indeed-co"] = self.api_country_code
|
||||
api_headers_temp = api_headers.copy()
|
||||
api_headers_temp["indeed-co"] = self.api_country_code
|
||||
response = self.session.post(
|
||||
self.api_url,
|
||||
headers=api_headers,
|
||||
headers=api_headers_temp,
|
||||
json=payload,
|
||||
timeout=10,
|
||||
)
|
||||
if response.status_code != 200:
|
||||
if not response.ok:
|
||||
logger.info(
|
||||
f"Indeed responded with status code: {response.status_code} (submit GitHub issue if this appears to be a bug)"
|
||||
f"responded with status code: {response.status_code} (submit GitHub issue if this appears to be a bug)"
|
||||
)
|
||||
return jobs, new_cursor
|
||||
data = response.json()
|
||||
jobs = data["data"]["jobSearch"]["results"]
|
||||
new_cursor = data["data"]["jobSearch"]["pageInfo"]["nextCursor"]
|
||||
|
||||
with ThreadPoolExecutor(max_workers=self.num_workers) as executor:
|
||||
job_results: list[Future] = [
|
||||
executor.submit(self._process_job, job["job"]) for job in jobs
|
||||
]
|
||||
job_list = [result.result() for result in job_results if result.result()]
|
||||
job_list = []
|
||||
for job in jobs:
|
||||
processed_job = self._process_job(job["job"])
|
||||
if processed_job:
|
||||
job_list.append(processed_job)
|
||||
|
||||
return job_list, new_cursor
|
||||
|
||||
def _build_filters(self):
|
||||
|
|
@ -212,7 +221,7 @@ class IndeedScraper(Scraper):
|
|||
employer_details = employer.get("employerDetails", {}) if employer else {}
|
||||
rel_url = job["employer"]["relativeCompanyPageUrl"] if job["employer"] else None
|
||||
return JobPost(
|
||||
id=str(job["key"]),
|
||||
id=f'in-{job["key"]}',
|
||||
title=job["title"],
|
||||
description=description,
|
||||
company_name=job["employer"].get("name") if job.get("employer") else None,
|
||||
|
|
@ -251,18 +260,11 @@ class IndeedScraper(Scraper):
|
|||
company_num_employees=employer_details.get("employeesLocalizedLabel"),
|
||||
company_revenue=employer_details.get("revenueLocalizedLabel"),
|
||||
company_description=employer_details.get("briefDescription"),
|
||||
ceo_name=employer_details.get("ceoName"),
|
||||
ceo_photo_url=employer_details.get("ceoPhotoUrl"),
|
||||
logo_photo_url=(
|
||||
employer["images"].get("squareLogoUrl")
|
||||
if employer and employer.get("images")
|
||||
else None
|
||||
),
|
||||
banner_photo_url=(
|
||||
employer["images"].get("headerImageUrl")
|
||||
if employer and employer.get("images")
|
||||
else None
|
||||
),
|
||||
)
|
||||
|
||||
@staticmethod
|
||||
|
|
@ -347,112 +349,3 @@ class IndeedScraper(Scraper):
|
|||
return CompensationInterval[mapped_interval]
|
||||
else:
|
||||
raise ValueError(f"Unsupported interval: {interval}")
|
||||
|
||||
api_headers = {
|
||||
"Host": "apis.indeed.com",
|
||||
"content-type": "application/json",
|
||||
"indeed-api-key": "161092c2017b5bbab13edb12461a62d5a833871e7cad6d9d475304573de67ac8",
|
||||
"accept": "application/json",
|
||||
"indeed-locale": "en-US",
|
||||
"accept-language": "en-US,en;q=0.9",
|
||||
"user-agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_6_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148 Indeed App 193.1",
|
||||
"indeed-app-info": "appv=193.1; appid=com.indeed.jobsearch; osv=16.6.1; os=ios; dtype=phone",
|
||||
}
|
||||
job_search_query = """
|
||||
query GetJobData {{
|
||||
jobSearch(
|
||||
{what}
|
||||
{location}
|
||||
limit: 100
|
||||
{cursor}
|
||||
sort: RELEVANCE
|
||||
{filters}
|
||||
) {{
|
||||
pageInfo {{
|
||||
nextCursor
|
||||
}}
|
||||
results {{
|
||||
trackingKey
|
||||
job {{
|
||||
source {{
|
||||
name
|
||||
}}
|
||||
key
|
||||
title
|
||||
datePublished
|
||||
dateOnIndeed
|
||||
description {{
|
||||
html
|
||||
}}
|
||||
location {{
|
||||
countryName
|
||||
countryCode
|
||||
admin1Code
|
||||
city
|
||||
postalCode
|
||||
streetAddress
|
||||
formatted {{
|
||||
short
|
||||
long
|
||||
}}
|
||||
}}
|
||||
compensation {{
|
||||
estimated {{
|
||||
currencyCode
|
||||
baseSalary {{
|
||||
unitOfWork
|
||||
range {{
|
||||
... on Range {{
|
||||
min
|
||||
max
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
baseSalary {{
|
||||
unitOfWork
|
||||
range {{
|
||||
... on Range {{
|
||||
min
|
||||
max
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
currencyCode
|
||||
}}
|
||||
attributes {{
|
||||
key
|
||||
label
|
||||
}}
|
||||
employer {{
|
||||
relativeCompanyPageUrl
|
||||
name
|
||||
dossier {{
|
||||
employerDetails {{
|
||||
addresses
|
||||
industry
|
||||
employeesLocalizedLabel
|
||||
revenueLocalizedLabel
|
||||
briefDescription
|
||||
ceoName
|
||||
ceoPhotoUrl
|
||||
}}
|
||||
images {{
|
||||
headerImageUrl
|
||||
squareLogoUrl
|
||||
}}
|
||||
links {{
|
||||
corporateWebsite
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
recruit {{
|
||||
viewJobUrl
|
||||
detailedSalary
|
||||
workSchedule
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
"""
|
||||
|
|
|
|||
|
|
@ -0,0 +1,109 @@
|
|||
job_search_query = """
|
||||
query GetJobData {{
|
||||
jobSearch(
|
||||
{what}
|
||||
{location}
|
||||
limit: 100
|
||||
{cursor}
|
||||
sort: RELEVANCE
|
||||
{filters}
|
||||
) {{
|
||||
pageInfo {{
|
||||
nextCursor
|
||||
}}
|
||||
results {{
|
||||
trackingKey
|
||||
job {{
|
||||
source {{
|
||||
name
|
||||
}}
|
||||
key
|
||||
title
|
||||
datePublished
|
||||
dateOnIndeed
|
||||
description {{
|
||||
html
|
||||
}}
|
||||
location {{
|
||||
countryName
|
||||
countryCode
|
||||
admin1Code
|
||||
city
|
||||
postalCode
|
||||
streetAddress
|
||||
formatted {{
|
||||
short
|
||||
long
|
||||
}}
|
||||
}}
|
||||
compensation {{
|
||||
estimated {{
|
||||
currencyCode
|
||||
baseSalary {{
|
||||
unitOfWork
|
||||
range {{
|
||||
... on Range {{
|
||||
min
|
||||
max
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
baseSalary {{
|
||||
unitOfWork
|
||||
range {{
|
||||
... on Range {{
|
||||
min
|
||||
max
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
currencyCode
|
||||
}}
|
||||
attributes {{
|
||||
key
|
||||
label
|
||||
}}
|
||||
employer {{
|
||||
relativeCompanyPageUrl
|
||||
name
|
||||
dossier {{
|
||||
employerDetails {{
|
||||
addresses
|
||||
industry
|
||||
employeesLocalizedLabel
|
||||
revenueLocalizedLabel
|
||||
briefDescription
|
||||
ceoName
|
||||
ceoPhotoUrl
|
||||
}}
|
||||
images {{
|
||||
headerImageUrl
|
||||
squareLogoUrl
|
||||
}}
|
||||
links {{
|
||||
corporateWebsite
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
recruit {{
|
||||
viewJobUrl
|
||||
detailedSalary
|
||||
workSchedule
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
}}
|
||||
"""
|
||||
|
||||
api_headers = {
|
||||
"Host": "apis.indeed.com",
|
||||
"content-type": "application/json",
|
||||
"indeed-api-key": "161092c2017b5bbab13edb12461a62d5a833871e7cad6d9d475304573de67ac8",
|
||||
"accept": "application/json",
|
||||
"indeed-locale": "en-US",
|
||||
"accept-language": "en-US,en;q=0.9",
|
||||
"user-agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 16_6_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/15E148 Indeed App 193.1",
|
||||
"indeed-app-info": "appv=193.1; appid=com.indeed.jobsearch; osv=16.6.1; os=ios; dtype=phone",
|
||||
}
|
||||
|
|
@ -7,6 +7,7 @@ This module contains routines to scrape LinkedIn.
|
|||
|
||||
from __future__ import annotations
|
||||
|
||||
import math
|
||||
import time
|
||||
import random
|
||||
import regex as re
|
||||
|
|
@ -17,9 +18,10 @@ from bs4.element import Tag
|
|||
from bs4 import BeautifulSoup
|
||||
from urllib.parse import urlparse, urlunparse, unquote
|
||||
|
||||
from .constants import headers
|
||||
from .. import Scraper, ScraperInput, Site
|
||||
from ..exceptions import LinkedInException
|
||||
from ..utils import create_session, remove_attributes
|
||||
from ..utils import create_session, remove_attributes, create_logger
|
||||
from ...jobs import (
|
||||
JobPost,
|
||||
Location,
|
||||
|
|
@ -30,13 +32,14 @@ from ...jobs import (
|
|||
DescriptionFormat,
|
||||
)
|
||||
from ..utils import (
|
||||
logger,
|
||||
extract_emails_from_text,
|
||||
get_enum_from_job_type,
|
||||
currency_parser,
|
||||
markdown_converter,
|
||||
)
|
||||
|
||||
logger = create_logger("LinkedIn")
|
||||
|
||||
|
||||
class LinkedInScraper(Scraper):
|
||||
base_url = "https://www.linkedin.com"
|
||||
|
|
@ -44,7 +47,9 @@ class LinkedInScraper(Scraper):
|
|||
band_delay = 4
|
||||
jobs_per_page = 25
|
||||
|
||||
def __init__(self, proxies: list[str] | str | None = None, ca_cert: str | None = None):
|
||||
def __init__(
|
||||
self, proxies: list[str] | str | None = None, ca_cert: str | None = None
|
||||
):
|
||||
"""
|
||||
Initializes LinkedInScraper with the LinkedIn job search url
|
||||
"""
|
||||
|
|
@ -57,7 +62,7 @@ class LinkedInScraper(Scraper):
|
|||
delay=5,
|
||||
clear_cookies=True,
|
||||
)
|
||||
self.session.headers.update(self.headers)
|
||||
self.session.headers.update(headers)
|
||||
self.scraper_input = None
|
||||
self.country = "worldwide"
|
||||
self.job_url_direct_regex = re.compile(r'(?<=\?url=)[^"]+')
|
||||
|
|
@ -71,17 +76,19 @@ class LinkedInScraper(Scraper):
|
|||
self.scraper_input = scraper_input
|
||||
job_list: list[JobPost] = []
|
||||
seen_ids = set()
|
||||
page = scraper_input.offset // 10 * 10 if scraper_input.offset else 0
|
||||
start = scraper_input.offset // 10 * 10 if scraper_input.offset else 0
|
||||
request_count = 0
|
||||
seconds_old = (
|
||||
scraper_input.hours_old * 3600 if scraper_input.hours_old else None
|
||||
)
|
||||
continue_search = (
|
||||
lambda: len(job_list) < scraper_input.results_wanted and page < 1000
|
||||
lambda: len(job_list) < scraper_input.results_wanted and start < 1000
|
||||
)
|
||||
while continue_search():
|
||||
request_count += 1
|
||||
logger.info(f"LinkedIn search page: {request_count}")
|
||||
logger.info(
|
||||
f"search page: {request_count} / {math.ceil(scraper_input.results_wanted / 10)}"
|
||||
)
|
||||
params = {
|
||||
"keywords": scraper_input.search_term,
|
||||
"location": scraper_input.location,
|
||||
|
|
@ -93,7 +100,7 @@ class LinkedInScraper(Scraper):
|
|||
else None
|
||||
),
|
||||
"pageNum": 0,
|
||||
"start": page,
|
||||
"start": start,
|
||||
"f_AL": "true" if scraper_input.easy_apply else None,
|
||||
"f_C": (
|
||||
",".join(map(str, scraper_input.linkedin_company_ids))
|
||||
|
|
@ -155,7 +162,7 @@ class LinkedInScraper(Scraper):
|
|||
|
||||
if continue_search():
|
||||
time.sleep(random.uniform(self.delay, self.delay + self.band_delay))
|
||||
page += len(job_list)
|
||||
start += len(job_list)
|
||||
|
||||
job_list = job_list[: scraper_input.results_wanted]
|
||||
return JobResponse(jobs=job_list)
|
||||
|
|
@ -211,7 +218,7 @@ class LinkedInScraper(Scraper):
|
|||
job_details = self._get_job_details(job_id)
|
||||
|
||||
return JobPost(
|
||||
id=job_id,
|
||||
id=f"li-{job_id}",
|
||||
title=title,
|
||||
company_name=company,
|
||||
company_url=company_url,
|
||||
|
|
@ -267,15 +274,19 @@ class LinkedInScraper(Scraper):
|
|||
)
|
||||
if job_function_span:
|
||||
job_function = job_function_span.text.strip()
|
||||
|
||||
logo_photo_url = (
|
||||
logo_image.get("data-delayed-url")
|
||||
if (logo_image := soup.find("img", {"class": "artdeco-entity-image"}))
|
||||
else None
|
||||
)
|
||||
return {
|
||||
"description": description,
|
||||
"job_level": self._parse_job_level(soup),
|
||||
"company_industry": self._parse_company_industry(soup),
|
||||
"job_type": self._parse_job_type(soup),
|
||||
"job_url_direct": self._parse_job_url_direct(soup),
|
||||
"logo_photo_url": soup.find("img", {"class": "artdeco-entity-image"}).get(
|
||||
"data-delayed-url"
|
||||
),
|
||||
"logo_photo_url": logo_photo_url,
|
||||
"job_function": job_function,
|
||||
}
|
||||
|
||||
|
|
@ -402,12 +413,3 @@ class LinkedInScraper(Scraper):
|
|||
JobType.CONTRACT: "C",
|
||||
JobType.TEMPORARY: "T",
|
||||
}.get(job_type_enum, "")
|
||||
|
||||
headers = {
|
||||
"authority": "www.linkedin.com",
|
||||
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7",
|
||||
"accept-language": "en-US,en;q=0.9",
|
||||
"cache-control": "max-age=0",
|
||||
"upgrade-insecure-requests": "1",
|
||||
"user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36",
|
||||
}
|
||||
|
|
|
|||
|
|
@ -0,0 +1,8 @@
|
|||
headers = {
|
||||
"authority": "www.linkedin.com",
|
||||
"accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7",
|
||||
"accept-language": "en-US,en;q=0.9",
|
||||
"cache-control": "max-age=0",
|
||||
"upgrade-insecure-requests": "1",
|
||||
"user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36",
|
||||
}
|
||||
|
|
@ -12,15 +12,18 @@ from requests.adapters import HTTPAdapter, Retry
|
|||
|
||||
from ..jobs import CompensationInterval, JobType
|
||||
|
||||
logger = logging.getLogger("JobSpy")
|
||||
logger.propagate = False
|
||||
if not logger.handlers:
|
||||
|
||||
def create_logger(name: str):
|
||||
logger = logging.getLogger(f"JobSpy:{name}")
|
||||
logger.propagate = False
|
||||
if not logger.handlers:
|
||||
logger.setLevel(logging.INFO)
|
||||
console_handler = logging.StreamHandler()
|
||||
format = "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
|
||||
format = "%(asctime)s - %(levelname)s - %(name)s - %(message)s"
|
||||
formatter = logging.Formatter(format)
|
||||
console_handler.setFormatter(formatter)
|
||||
logger.addHandler(console_handler)
|
||||
return logger
|
||||
|
||||
|
||||
class RotatingProxySession:
|
||||
|
|
@ -138,7 +141,9 @@ def set_logger_level(verbose: int = 2):
|
|||
level_name = {2: "INFO", 1: "WARNING", 0: "ERROR"}.get(verbose, "INFO")
|
||||
level = getattr(logging, level_name.upper(), None)
|
||||
if level is not None:
|
||||
logger.setLevel(level)
|
||||
for logger_name in logging.root.manager.loggerDict:
|
||||
if logger_name.startswith("JobSpy:"):
|
||||
logging.getLogger(logger_name).setLevel(level)
|
||||
else:
|
||||
raise ValueError(f"Invalid log level: {level_name}")
|
||||
|
||||
|
|
@ -199,6 +204,10 @@ def extract_salary(
|
|||
monthly_threshold=30000,
|
||||
enforce_annual_salary=False,
|
||||
):
|
||||
"""
|
||||
Extracts salary information from a string and returns the salary interval, min and max salary values, and currency.
|
||||
(TODO: Needs test cases as the regex is complicated and may not cover all edge cases)
|
||||
"""
|
||||
if not salary_str:
|
||||
return None, None, None, None
|
||||
|
||||
|
|
|
|||
|
|
@ -18,13 +18,14 @@ from concurrent.futures import ThreadPoolExecutor
|
|||
|
||||
from bs4 import BeautifulSoup
|
||||
|
||||
from .constants import headers
|
||||
from .. import Scraper, ScraperInput, Site
|
||||
from ..utils import (
|
||||
logger,
|
||||
extract_emails_from_text,
|
||||
create_session,
|
||||
markdown_converter,
|
||||
remove_attributes,
|
||||
create_logger,
|
||||
)
|
||||
from ...jobs import (
|
||||
JobPost,
|
||||
|
|
@ -36,12 +37,16 @@ from ...jobs import (
|
|||
DescriptionFormat,
|
||||
)
|
||||
|
||||
logger = create_logger("ZipRecruiter")
|
||||
|
||||
|
||||
class ZipRecruiterScraper(Scraper):
|
||||
base_url = "https://www.ziprecruiter.com"
|
||||
api_url = "https://api.ziprecruiter.com"
|
||||
|
||||
def __init__(self, proxies: list[str] | str | None = None, ca_cert: str | None = None):
|
||||
def __init__(
|
||||
self, proxies: list[str] | str | None = None, ca_cert: str | None = None
|
||||
):
|
||||
"""
|
||||
Initializes ZipRecruiterScraper with the ZipRecruiter job search url
|
||||
"""
|
||||
|
|
@ -49,6 +54,7 @@ class ZipRecruiterScraper(Scraper):
|
|||
|
||||
self.scraper_input = None
|
||||
self.session = create_session(proxies=proxies, ca_cert=ca_cert)
|
||||
self.session.headers.update(headers)
|
||||
self._get_cookies()
|
||||
|
||||
self.delay = 5
|
||||
|
|
@ -71,7 +77,7 @@ class ZipRecruiterScraper(Scraper):
|
|||
break
|
||||
if page > 1:
|
||||
time.sleep(self.delay)
|
||||
logger.info(f"ZipRecruiter search page: {page}")
|
||||
logger.info(f"search page: {page} / {max_pages}")
|
||||
jobs_on_page, continue_token = self._find_jobs_in_page(
|
||||
scraper_input, continue_token
|
||||
)
|
||||
|
|
@ -97,9 +103,7 @@ class ZipRecruiterScraper(Scraper):
|
|||
if continue_token:
|
||||
params["continue_from"] = continue_token
|
||||
try:
|
||||
res = self.session.get(
|
||||
f"{self.api_url}/jobs-app/jobs", headers=self.headers, params=params
|
||||
)
|
||||
res = self.session.get(f"{self.api_url}/jobs-app/jobs", params=params)
|
||||
if res.status_code not in range(200, 400):
|
||||
if res.status_code == 429:
|
||||
err = "429 Response - Blocked by ZipRecruiter for too many requests"
|
||||
|
|
@ -160,7 +164,7 @@ class ZipRecruiterScraper(Scraper):
|
|||
description_full, job_url_direct = self._get_descr(job_url)
|
||||
|
||||
return JobPost(
|
||||
id=str(job["listing_key"]),
|
||||
id=f'zr-{job["listing_key"]}',
|
||||
title=title,
|
||||
company_name=company,
|
||||
location=location,
|
||||
|
|
@ -180,7 +184,7 @@ class ZipRecruiterScraper(Scraper):
|
|||
)
|
||||
|
||||
def _get_descr(self, job_url):
|
||||
res = self.session.get(job_url, headers=self.headers, allow_redirects=True)
|
||||
res = self.session.get(job_url, allow_redirects=True)
|
||||
description_full = job_url_direct = None
|
||||
if res.ok:
|
||||
soup = BeautifulSoup(res.text, "html.parser")
|
||||
|
|
@ -213,7 +217,7 @@ class ZipRecruiterScraper(Scraper):
|
|||
def _get_cookies(self):
|
||||
data = "event_type=session&logged_in=false&number_of_retry=1&property=model%3AiPhone&property=os%3AiOS&property=locale%3Aen_us&property=app_build_number%3A4734&property=app_version%3A91.0&property=manufacturer%3AApple&property=timestamp%3A2024-01-12T12%3A04%3A42-06%3A00&property=screen_height%3A852&property=os_version%3A16.6.1&property=source%3Ainstall&property=screen_width%3A393&property=device_model%3AiPhone%2014%20Pro&property=brand%3AApple"
|
||||
url = f"{self.api_url}/jobs-app/event"
|
||||
self.session.post(url, data=data, headers=self.headers)
|
||||
self.session.post(url, data=data)
|
||||
|
||||
@staticmethod
|
||||
def _get_job_type_enum(job_type_str: str) -> list[JobType] | None:
|
||||
|
|
@ -241,14 +245,3 @@ class ZipRecruiterScraper(Scraper):
|
|||
if scraper_input.distance:
|
||||
params["radius"] = scraper_input.distance
|
||||
return {k: v for k, v in params.items() if v is not None}
|
||||
|
||||
headers = {
|
||||
"Host": "api.ziprecruiter.com",
|
||||
"accept": "*/*",
|
||||
"x-zr-zva-override": "100000000;vid:ZT1huzm_EQlDTVEc",
|
||||
"x-pushnotificationid": "0ff4983d38d7fc5b3370297f2bcffcf4b3321c418f5c22dd152a0264707602a0",
|
||||
"x-deviceid": "D77B3A92-E589-46A4-8A39-6EF6F1D86006",
|
||||
"user-agent": "Job Search/87.0 (iPhone; CPU iOS 16_6_1 like Mac OS X)",
|
||||
"authorization": "Basic YTBlZjMyZDYtN2I0Yy00MWVkLWEyODMtYTI1NDAzMzI0YTcyOg==",
|
||||
"accept-language": "en-US,en;q=0.9",
|
||||
}
|
||||
|
|
|
|||
|
|
@ -0,0 +1,10 @@
|
|||
headers = {
|
||||
"Host": "api.ziprecruiter.com",
|
||||
"accept": "*/*",
|
||||
"x-zr-zva-override": "100000000;vid:ZT1huzm_EQlDTVEc",
|
||||
"x-pushnotificationid": "0ff4983d38d7fc5b3370297f2bcffcf4b3321c418f5c22dd152a0264707602a0",
|
||||
"x-deviceid": "D77B3A92-E589-46A4-8A39-6EF6F1D86006",
|
||||
"user-agent": "Job Search/87.0 (iPhone; CPU iOS 16_6_1 like Mac OS X)",
|
||||
"authorization": "Basic YTBlZjMyZDYtN2I0Yy00MWVkLWEyODMtYTI1NDAzMzI0YTcyOg==",
|
||||
"accept-language": "en-US,en;q=0.9",
|
||||
}
|
||||
|
|
@ -3,16 +3,16 @@ import pandas as pd
|
|||
|
||||
|
||||
def test_all():
|
||||
result = scrape_jobs(
|
||||
site_name=[
|
||||
"linkedin",
|
||||
sites = [
|
||||
"indeed",
|
||||
"glassdoor",
|
||||
], # ziprecruiter needs good ip, and temp fix to pass test on ci
|
||||
] # ziprecruiter/linkedin needs good ip, and temp fix to pass test on ci
|
||||
result = scrape_jobs(
|
||||
site_name=sites,
|
||||
search_term="engineer",
|
||||
results_wanted=5,
|
||||
)
|
||||
|
||||
assert (
|
||||
isinstance(result, pd.DataFrame) and len(result) == 15
|
||||
isinstance(result, pd.DataFrame) and len(result) == len(sites) * 5
|
||||
), "Result should be a non-empty DataFrame"
|
||||
|
|
|
|||
Loading…
Reference in New Issue