fix job type search (#106)

This commit is contained in:
Cullen Watson
2024-02-12 11:02:48 -06:00
committed by GitHub
parent 91b137ef86
commit aeb1a50d2c
7 changed files with 220 additions and 137 deletions

View File

@@ -6,7 +6,6 @@ This module contains routines to scrape Glassdoor.
"""
import json
import requests
from bs4 import BeautifulSoup
from typing import Optional
from datetime import datetime, timedelta
from concurrent.futures import ThreadPoolExecutor, as_completed
@@ -14,7 +13,7 @@ from ..utils import count_urgent_words, extract_emails_from_text
from .. import Scraper, ScraperInput, Site
from ..exceptions import GlassdoorException
from ..utils import create_session, modify_and_get_description
from ..utils import create_session
from ...jobs import (
JobPost,
Compensation,
@@ -35,6 +34,7 @@ class GlassdoorScraper(Scraper):
self.url = None
self.country = None
self.session = None
self.jobs_per_page = 30
self.seen_urls = set()
@@ -53,8 +53,7 @@ class GlassdoorScraper(Scraper):
payload = self.add_payload(
scraper_input, location_id, location_type, page_num, cursor
)
session = create_session(self.proxy, is_tls=False, has_retry=True)
response = session.post(
response = self.session.post(
f"{self.url}/graph", headers=self.headers(), timeout=10, data=payload
)
if response.status_code != 200:
@@ -73,7 +72,6 @@ class GlassdoorScraper(Scraper):
with ThreadPoolExecutor(max_workers=self.jobs_per_page) as executor:
future_to_job_data = {executor.submit(self.process_job, job): job for job in jobs_data}
for future in as_completed(future_to_job_data):
job_data = future_to_job_data[future]
try:
job_post = future.result()
if job_post:
@@ -111,7 +109,7 @@ class GlassdoorScraper(Scraper):
try:
description = self.fetch_job_description(job_id)
except Exception as e :
except:
description = None
job_post = JobPost(
@@ -145,6 +143,8 @@ class GlassdoorScraper(Scraper):
all_jobs: list[JobPost] = []
cursor = None
max_pages = 30
self.session = create_session(self.proxy, is_tls=False, has_retry=True)
self.session.get(self.url)
try:
for page in range(
@@ -201,8 +201,7 @@ class GlassdoorScraper(Scraper):
return None
data = response.json()[0]
desc = data['data']['jobview']['job']['description']
soup = BeautifulSoup(desc, 'html.parser')
return modify_and_get_description(soup)
return desc
@staticmethod
def parse_compensation(data: dict) -> Optional[Compensation]:
@@ -267,7 +266,6 @@ class GlassdoorScraper(Scraper):
filter_params.append({"filterKey": "fromAge", "values": str(fromage)})
payload = {
"operationName": "JobSearchResultsQuery",
"variables": {
"excludeJobListingIds": [],
"filterParams": filter_params,
@@ -281,21 +279,177 @@ class GlassdoorScraper(Scraper):
"fromage": fromage,
"sort": "date"
},
"query": "query JobSearchResultsQuery($excludeJobListingIds: [Long!], $keyword: String, $locationId: Int, $locationType: LocationTypeEnum, $numJobsToShow: Int!, $pageCursor: String, $pageNumber: Int, $filterParams: [FilterParams], $originalPageUrl: String, $seoFriendlyUrlInput: String, $parameterUrlInput: String, $seoUrl: Boolean) {\n jobListings(\n contextHolder: {searchParams: {excludeJobListingIds: $excludeJobListingIds, keyword: $keyword, locationId: $locationId, locationType: $locationType, numPerPage: $numJobsToShow, pageCursor: $pageCursor, pageNumber: $pageNumber, filterParams: $filterParams, originalPageUrl: $originalPageUrl, seoFriendlyUrlInput: $seoFriendlyUrlInput, parameterUrlInput: $parameterUrlInput, seoUrl: $seoUrl, searchType: SR}}\n ) {\n companyFilterOptions {\n id\n shortName\n __typename\n }\n filterOptions\n indeedCtk\n jobListings {\n ...JobView\n __typename\n }\n jobListingSeoLinks {\n linkItems {\n position\n url\n __typename\n }\n __typename\n }\n jobSearchTrackingKey\n jobsPageSeoData {\n pageMetaDescription\n pageTitle\n __typename\n }\n paginationCursors {\n cursor\n pageNumber\n __typename\n }\n indexablePageForSeo\n searchResultsMetadata {\n searchCriteria {\n implicitLocation {\n id\n localizedDisplayName\n type\n __typename\n }\n keyword\n location {\n id\n shortName\n localizedShortName\n localizedDisplayName\n type\n __typename\n }\n __typename\n }\n footerVO {\n countryMenu {\n childNavigationLinks {\n id\n link\n textKey\n __typename\n }\n __typename\n }\n __typename\n }\n helpCenterDomain\n helpCenterLocale\n jobAlert {\n jobAlertExists\n __typename\n }\n jobSerpFaq {\n questions {\n answer\n question\n __typename\n }\n __typename\n }\n jobSerpJobOutlook {\n occupation\n paragraph\n __typename\n }\n showMachineReadableJobs\n __typename\n }\n serpSeoLinksVO {\n relatedJobTitlesResults\n searchedJobTitle\n searchedKeyword\n searchedLocationIdAsString\n searchedLocationSeoName\n searchedLocationType\n topCityIdsToNameResults {\n key\n value\n __typename\n }\n topEmployerIdsToNameResults {\n key\n value\n __typename\n }\n topEmployerNameResults\n topOccupationResults\n __typename\n }\n totalJobsCount\n __typename\n }\n}\n\nfragment JobView on JobListingSearchResult {\n jobview {\n header {\n adOrderId\n advertiserType\n adOrderSponsorshipLevel\n ageInDays\n divisionEmployerName\n easyApply\n employer {\n id\n name\n shortName\n __typename\n }\n employerNameFromSearch\n goc\n gocConfidence\n gocId\n jobCountryId\n jobLink\n jobResultTrackingKey\n jobTitleText\n locationName\n locationType\n locId\n needsCommission\n payCurrency\n payPeriod\n payPeriodAdjustedPay {\n p10\n p50\n p90\n __typename\n }\n rating\n salarySource\n savedJobId\n sponsored\n __typename\n }\n job {\n descriptionFragments\n importConfigId\n jobTitleId\n jobTitleText\n listingId\n __typename\n }\n jobListingAdminDetails {\n cpcVal\n importConfigId\n jobListingId\n jobSourceId\n userEligibleForAdminJobDetails\n __typename\n }\n overview {\n shortName\n squareLogoUrl\n __typename\n }\n __typename\n }\n __typename\n}\n",
"query": """
query JobSearchResultsQuery(
$excludeJobListingIds: [Long!],
$keyword: String,
$locationId: Int,
$locationType: LocationTypeEnum,
$numJobsToShow: Int!,
$pageCursor: String,
$pageNumber: Int,
$filterParams: [FilterParams],
$originalPageUrl: String,
$seoFriendlyUrlInput: String,
$parameterUrlInput: String,
$seoUrl: Boolean
) {
jobListings(
contextHolder: {
searchParams: {
excludeJobListingIds: $excludeJobListingIds,
keyword: $keyword,
locationId: $locationId,
locationType: $locationType,
numPerPage: $numJobsToShow,
pageCursor: $pageCursor,
pageNumber: $pageNumber,
filterParams: $filterParams,
originalPageUrl: $originalPageUrl,
seoFriendlyUrlInput: $seoFriendlyUrlInput,
parameterUrlInput: $parameterUrlInput,
seoUrl: $seoUrl,
searchType: SR
}
}
) {
companyFilterOptions {
id
shortName
__typename
}
filterOptions
indeedCtk
jobListings {
...JobView
__typename
}
jobListingSeoLinks {
linkItems {
position
url
__typename
}
__typename
}
jobSearchTrackingKey
jobsPageSeoData {
pageMetaDescription
pageTitle
__typename
}
paginationCursors {
cursor
pageNumber
__typename
}
indexablePageForSeo
searchResultsMetadata {
searchCriteria {
implicitLocation {
id
localizedDisplayName
type
__typename
}
keyword
location {
id
shortName
localizedShortName
localizedDisplayName
type
__typename
}
__typename
}
helpCenterDomain
helpCenterLocale
jobSerpJobOutlook {
occupation
paragraph
__typename
}
showMachineReadableJobs
__typename
}
totalJobsCount
__typename
}
}
fragment JobView on JobListingSearchResult {
jobview {
header {
adOrderId
advertiserType
adOrderSponsorshipLevel
ageInDays
divisionEmployerName
easyApply
employer {
id
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
}
"""
}
job_type_filters = {
JobType.FULL_TIME: "fulltime",
JobType.PART_TIME: "parttime",
JobType.CONTRACT: "contract",
JobType.INTERNSHIP: "internship",
JobType.TEMPORARY: "temporary",
}
if scraper_input.job_type in job_type_filters:
filter_value = job_type_filters[scraper_input.job_type]
if scraper_input.job_type:
payload["variables"]["filterParams"].append(
{"filterKey": "jobType", "values": filter_value}
{"filterKey": "jobType", "values": scraper_input.job_type.value[0]}
)
return json.dumps([payload])
@@ -331,7 +485,6 @@ class GlassdoorScraper(Scraper):
"apollographql-client-name": "job-search-next",
"apollographql-client-version": "4.65.5",
"content-type": "application/json",
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"gd-csrf-token": "Ft6oHEWlRZrxDww95Cpazw:0pGUrkb2y3TyOpAIqF2vbPmUXoXVkD3oEGDVkvfeCerceQ5-n8mBg3BovySUIjmCPHCaW0H2nQVdqzbtsYqf4Q:wcqRqeegRUa9MVLJGyujVXB7vWFPjdaS1CtrrzJq-ok",
"origin": "https://www.glassdoor.com",
"referer": "https://www.glassdoor.com/",