mirror of https://github.com/Bunsly/JobSpy
enh(indeed): company url
parent
32282305c8
commit
e6270f8eec
|
@ -37,7 +37,6 @@ jobs = scrape_jobs(
|
||||||
location="Dallas, TX",
|
location="Dallas, TX",
|
||||||
results_wanted=10,
|
results_wanted=10,
|
||||||
country_indeed='USA' # only needed for indeed / glassdoor
|
country_indeed='USA' # only needed for indeed / glassdoor
|
||||||
# full_description=True (get full description for LinkedIn/Indeed; slower)
|
|
||||||
)
|
)
|
||||||
print(f"Found {len(jobs)} jobs")
|
print(f"Found {len(jobs)} jobs")
|
||||||
print(jobs.head())
|
print(jobs.head())
|
||||||
|
@ -68,7 +67,7 @@ Optional
|
||||||
├── job_type (enum): fulltime, parttime, internship, contract
|
├── job_type (enum): fulltime, parttime, internship, contract
|
||||||
├── proxy (str): in format 'http://user:pass@host:port' or [https, socks]
|
├── proxy (str): in format 'http://user:pass@host:port' or [https, socks]
|
||||||
├── is_remote (bool)
|
├── is_remote (bool)
|
||||||
├── full_description (bool): fetches full description for Indeed / LinkedIn (much slower)
|
├── linkedin_full_description (bool): fetches full description for LinkedIn (slower)
|
||||||
├── results_wanted (int): number of job results to retrieve for each site specified in 'site_type'
|
├── results_wanted (int): number of job results to retrieve for each site specified in 'site_type'
|
||||||
├── easy_apply (bool): filters for jobs that are hosted on the job board site
|
├── easy_apply (bool): filters for jobs that are hosted on the job board site
|
||||||
├── linkedin_company_ids (list[int): searches for linkedin jobs with specific company ids
|
├── linkedin_company_ids (list[int): searches for linkedin jobs with specific company ids
|
||||||
|
|
|
@ -193,13 +193,20 @@ class CompensationInterval(Enum):
|
||||||
|
|
||||||
@classmethod
|
@classmethod
|
||||||
def get_interval(cls, pay_period):
|
def get_interval(cls, pay_period):
|
||||||
return cls[pay_period].value if pay_period in cls.__members__ else None
|
interval_mapping = {
|
||||||
|
"YEAR": cls.YEARLY,
|
||||||
|
"HOUR": cls.HOURLY,
|
||||||
|
}
|
||||||
|
if pay_period in interval_mapping:
|
||||||
|
return interval_mapping[pay_period].value
|
||||||
|
else:
|
||||||
|
return cls[pay_period].value if pay_period in cls.__members__ else None
|
||||||
|
|
||||||
|
|
||||||
class Compensation(BaseModel):
|
class Compensation(BaseModel):
|
||||||
interval: Optional[CompensationInterval] = None
|
interval: Optional[CompensationInterval] = None
|
||||||
min_amount: int | None = None
|
min_amount: float | None = None
|
||||||
max_amount: int | None = None
|
max_amount: float | None = None
|
||||||
currency: Optional[str] = "USD"
|
currency: Optional[str] = "USD"
|
||||||
|
|
||||||
|
|
||||||
|
|
|
@ -6,8 +6,8 @@ This module contains routines to scrape Indeed.
|
||||||
"""
|
"""
|
||||||
import re
|
import re
|
||||||
import math
|
import math
|
||||||
import io
|
|
||||||
import json
|
import json
|
||||||
|
import requests
|
||||||
from typing import Any
|
from typing import Any
|
||||||
from datetime import datetime
|
from datetime import datetime
|
||||||
|
|
||||||
|
@ -95,28 +95,26 @@ class IndeedScraper(Scraper):
|
||||||
):
|
):
|
||||||
raise IndeedException("No jobs found.")
|
raise IndeedException("No jobs found.")
|
||||||
|
|
||||||
def process_job(job: dict) -> JobPost | None:
|
def process_job(job: dict, job_detailed: dict) -> JobPost | None:
|
||||||
job_url = f'{self.url}/m/jobs/viewjob?jk={job["jobkey"]}'
|
job_url = f'{self.url}/m/jobs/viewjob?jk={job["jobkey"]}'
|
||||||
job_url_client = f'{self.url}/viewjob?jk={job["jobkey"]}'
|
job_url_client = f'{self.url}/viewjob?jk={job["jobkey"]}'
|
||||||
if job_url in self.seen_urls:
|
if job_url in self.seen_urls:
|
||||||
return None
|
return None
|
||||||
|
self.seen_urls.add(job_url)
|
||||||
|
description = job_detailed['description']['html']
|
||||||
|
|
||||||
extracted_salary = job.get("extractedSalary")
|
|
||||||
compensation = None
|
compensation = None
|
||||||
if extracted_salary:
|
comp = job_detailed['compensation']['baseSalary']
|
||||||
salary_snippet = job.get("salarySnippet")
|
if comp:
|
||||||
currency = salary_snippet.get("currency") if salary_snippet else None
|
interval = CompensationInterval.get_interval(comp['unitOfWork'])
|
||||||
interval = (extracted_salary.get("type"),)
|
interval = self.get_correct_interval(comp['unitOfWork'])
|
||||||
if isinstance(interval, tuple):
|
if interval:
|
||||||
interval = interval[0]
|
|
||||||
|
|
||||||
interval = interval.upper()
|
|
||||||
if interval in CompensationInterval.__members__:
|
|
||||||
compensation = Compensation(
|
compensation = Compensation(
|
||||||
interval=CompensationInterval[interval],
|
interval=interval,
|
||||||
min_amount=int(extracted_salary.get("min")),
|
min_amount=round(comp['range'].get('min', 0), 2) if comp['range'].get(
|
||||||
max_amount=int(extracted_salary.get("max")),
|
'min') is not None else None,
|
||||||
currency=currency,
|
max_amount = round(comp['range'].get('max', 0), 2) if comp['range'].get('max') is not None else None,
|
||||||
|
currency=job_detailed['compensation']['currencyCode']
|
||||||
)
|
)
|
||||||
|
|
||||||
job_type = IndeedScraper.get_job_type(job)
|
job_type = IndeedScraper.get_job_type(job)
|
||||||
|
@ -124,19 +122,11 @@ class IndeedScraper(Scraper):
|
||||||
date_posted = datetime.fromtimestamp(timestamp_seconds)
|
date_posted = datetime.fromtimestamp(timestamp_seconds)
|
||||||
date_posted = date_posted.strftime("%Y-%m-%d")
|
date_posted = date_posted.strftime("%Y-%m-%d")
|
||||||
|
|
||||||
description = self.get_description(job_url) if scraper_input.full_description else None
|
|
||||||
|
|
||||||
with io.StringIO(job["snippet"]) as f:
|
|
||||||
soup_io = BeautifulSoup(f, "html.parser")
|
|
||||||
li_elements = soup_io.find_all("li")
|
|
||||||
if description is None and li_elements:
|
|
||||||
description = " ".join(li.text for li in li_elements)
|
|
||||||
|
|
||||||
job_post = JobPost(
|
job_post = JobPost(
|
||||||
title=job["normTitle"],
|
title=job["normTitle"],
|
||||||
description=description,
|
description=description,
|
||||||
company_name=job["company"],
|
company_name=job["company"],
|
||||||
company_url=self.url + job["companyOverviewLink"] if "companyOverviewLink" in job else None,
|
company_url=f"{self.url}{job_detailed['employer']['relativeCompanyPageUrl']}" if job_detailed['employer'] else None,
|
||||||
location=Location(
|
location=Location(
|
||||||
city=job.get("jobLocationCity"),
|
city=job.get("jobLocationCity"),
|
||||||
state=job.get("jobLocationState"),
|
state=job.get("jobLocationState"),
|
||||||
|
@ -150,15 +140,19 @@ class IndeedScraper(Scraper):
|
||||||
num_urgent_words=count_urgent_words(description)
|
num_urgent_words=count_urgent_words(description)
|
||||||
if description
|
if description
|
||||||
else None,
|
else None,
|
||||||
is_remote=self.is_remote_job(job),
|
is_remote=IndeedScraper.is_job_remote(job, job_detailed, description)
|
||||||
|
|
||||||
)
|
)
|
||||||
return job_post
|
return job_post
|
||||||
|
|
||||||
workers = 10 if scraper_input.full_description else 10 # possibly lessen 10 when fetching desc based on feedback
|
workers = 10
|
||||||
jobs = jobs["metaData"]["mosaicProviderJobCardsModel"]["results"]
|
jobs = jobs["metaData"]["mosaicProviderJobCardsModel"]["results"]
|
||||||
|
job_keys = [job['jobkey'] for job in jobs]
|
||||||
|
jobs_detailed = self.get_job_details(job_keys)
|
||||||
|
|
||||||
with ThreadPoolExecutor(max_workers=workers) as executor:
|
with ThreadPoolExecutor(max_workers=workers) as executor:
|
||||||
job_results: list[Future] = [
|
job_results: list[Future] = [
|
||||||
executor.submit(process_job, job) for job in jobs
|
executor.submit(process_job, job, job_detailed['job']) for job, job_detailed in zip(jobs, jobs_detailed)
|
||||||
]
|
]
|
||||||
|
|
||||||
job_list = [result.result() for result in job_results if result.result()]
|
job_list = [result.result() for result in job_results if result.result()]
|
||||||
|
@ -333,17 +327,6 @@ class IndeedScraper(Scraper):
|
||||||
'referer': 'https://www.indeed.com/m/jobs?q=software%20intern&l=Dallas%2C%20TX&from=serpso&rq=1&rsIdx=3',
|
'referer': 'https://www.indeed.com/m/jobs?q=software%20intern&l=Dallas%2C%20TX&from=serpso&rq=1&rsIdx=3',
|
||||||
}
|
}
|
||||||
|
|
||||||
@staticmethod
|
|
||||||
def is_remote_job(job: dict) -> bool:
|
|
||||||
"""
|
|
||||||
:param job:
|
|
||||||
:return: bool
|
|
||||||
"""
|
|
||||||
for taxonomy in job.get("taxonomyAttributes", []):
|
|
||||||
if taxonomy["label"] == "remote" and len(taxonomy["attributes"]) > 0:
|
|
||||||
return True
|
|
||||||
return False
|
|
||||||
|
|
||||||
@staticmethod
|
@staticmethod
|
||||||
def add_params(scraper_input: ScraperInput, page: int) -> dict[str, str | Any]:
|
def add_params(scraper_input: ScraperInput, page: int) -> dict[str, str | Any]:
|
||||||
params = {
|
params = {
|
||||||
|
@ -369,3 +352,113 @@ class IndeedScraper(Scraper):
|
||||||
params['iafilter'] = 1
|
params['iafilter'] = 1
|
||||||
|
|
||||||
return params
|
return params
|
||||||
|
|
||||||
|
@staticmethod
|
||||||
|
def is_job_remote(job: dict, job_detailed: dict, description: str) -> bool:
|
||||||
|
remote_keywords = ['remote', 'work from home', 'wfh']
|
||||||
|
is_remote_in_attributes = any(
|
||||||
|
any(keyword in attr['label'].lower() for keyword in remote_keywords)
|
||||||
|
for attr in job_detailed['attributes']
|
||||||
|
)
|
||||||
|
is_remote_in_description = any(keyword in description.lower() for keyword in remote_keywords)
|
||||||
|
is_remote_in_location = any(
|
||||||
|
keyword in job_detailed['location']['formatted']['long'].lower()
|
||||||
|
for keyword in remote_keywords
|
||||||
|
)
|
||||||
|
is_remote_in_taxonomy = any(
|
||||||
|
taxonomy["label"] == "remote" and len(taxonomy["attributes"]) > 0
|
||||||
|
for taxonomy in job.get("taxonomyAttributes", [])
|
||||||
|
)
|
||||||
|
return is_remote_in_attributes or is_remote_in_description or is_remote_in_location
|
||||||
|
|
||||||
|
@staticmethod
|
||||||
|
def get_job_details(job_keys: list[str]) -> dict:
|
||||||
|
"""
|
||||||
|
Queries the GraphQL endpoint for detailed job information for the given job keys.
|
||||||
|
"""
|
||||||
|
url = "https://apis.indeed.com/graphql"
|
||||||
|
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',
|
||||||
|
'indeed-co': 'US',
|
||||||
|
}
|
||||||
|
|
||||||
|
job_keys_gql = '[' + ', '.join(f'"{key}"' for key in job_keys) + ']'
|
||||||
|
|
||||||
|
payload = {
|
||||||
|
"query": f"""
|
||||||
|
query GetJobData {{
|
||||||
|
jobData(input: {{
|
||||||
|
jobKeys: {job_keys_gql}
|
||||||
|
}}) {{
|
||||||
|
results {{
|
||||||
|
job {{
|
||||||
|
key
|
||||||
|
title
|
||||||
|
description {{
|
||||||
|
html
|
||||||
|
}}
|
||||||
|
location {{
|
||||||
|
countryName
|
||||||
|
countryCode
|
||||||
|
city
|
||||||
|
postalCode
|
||||||
|
streetAddress
|
||||||
|
formatted {{
|
||||||
|
short
|
||||||
|
long
|
||||||
|
}}
|
||||||
|
}}
|
||||||
|
compensation {{
|
||||||
|
baseSalary {{
|
||||||
|
unitOfWork
|
||||||
|
range {{
|
||||||
|
... on Range {{
|
||||||
|
min
|
||||||
|
max
|
||||||
|
}}
|
||||||
|
}}
|
||||||
|
}}
|
||||||
|
currencyCode
|
||||||
|
}}
|
||||||
|
attributes {{
|
||||||
|
label
|
||||||
|
}}
|
||||||
|
employer {{
|
||||||
|
relativeCompanyPageUrl
|
||||||
|
}}
|
||||||
|
recruit {{
|
||||||
|
viewJobUrl
|
||||||
|
detailedSalary
|
||||||
|
workSchedule
|
||||||
|
}}
|
||||||
|
}}
|
||||||
|
}}
|
||||||
|
}}
|
||||||
|
}}
|
||||||
|
"""
|
||||||
|
}
|
||||||
|
response = requests.post(url, headers=headers, json=payload)
|
||||||
|
if response.status_code == 200:
|
||||||
|
return response.json()['data']['jobData']['results']
|
||||||
|
else:
|
||||||
|
return {}
|
||||||
|
|
||||||
|
@staticmethod
|
||||||
|
def get_correct_interval(interval: str) -> CompensationInterval:
|
||||||
|
interval_mapping = {
|
||||||
|
"YEAR": "YEARLY",
|
||||||
|
"HOUR": "HOURLY",
|
||||||
|
"MONTH": "MONTHLY"
|
||||||
|
}
|
||||||
|
mapped_interval = interval_mapping.get(interval.upper(), None)
|
||||||
|
if mapped_interval and mapped_interval in CompensationInterval.__members__:
|
||||||
|
return CompensationInterval[mapped_interval]
|
||||||
|
else:
|
||||||
|
raise ValueError(f"Unsupported interval: {interval}")
|
||||||
|
|
Loading…
Reference in New Issue