JobSpy/jobspy/indeed/util.py

84 lines
3.1 KiB
Python

from jobspy.model import CompensationInterval, JobType, Compensation
from jobspy.util import get_enum_from_job_type
def get_job_type(attributes: list) -> list[JobType]:
"""
Parses the attributes to get list of job types
:param attributes:
:return: list of JobType
"""
job_types: list[JobType] = []
for attribute in attributes:
job_type_str = attribute["label"].replace("-", "").replace(" ", "").lower()
job_type = get_enum_from_job_type(job_type_str)
if job_type:
job_types.append(job_type)
return job_types
def get_compensation(compensation: dict) -> Compensation | None:
"""
Parses the job to get compensation
:param sssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssssrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrompensation:
:return: compensation object
"""
if not compensation["baseSalary"] and not compensation["estimated"]:
return None
comp = (
compensation["baseSalary"]
if compensation["baseSalary"]
else compensation["estimated"]["baseSalary"]
)
if not comp:
return None
interval = get_compensation_interval(comp["unitOfWork"])
if not interval:
return None
min_range = comp["range"].get("min")
max_range = comp["range"].get("max")
return Compensation(
interval=interval,
min_amount=int(min_range) if min_range is not None else None,
max_amount=int(max_range) if max_range is not None else None,
currency=(
compensation["estimated"]["currencyCode"]
if compensation["estimated"]
else compensation["currencyCode"]
),
)
def is_job_remote(job: dict, description: str) -> bool:
"""
Searches the description, location, and attributes to check if job is remote
"""
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["attributes"]
)
is_remote_in_description = any(
keyword in description.lower() for keyword in remote_keywords
)
is_remote_in_location = any(
keyword in job["location"]["formatted"]["long"].lower()
for keyword in remote_keywords
)
return is_remote_in_attributes or is_remote_in_description or is_remote_in_location
def get_compensation_interval(interval: str) -> CompensationInterval:
interval_mapping = {
"DAY": "DAILY",
"YEAR": "YEARLY",
"HOUR": "HOURLY",
"WEEK": "WEEKLY",
"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}")