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| import requests | |
| import json | |
| from datetime import datetime | |
| import warnings | |
| from bs4 import BeautifulSoup | |
| from markdownify import markdownify | |
| from typing import List | |
| from JobDescription import JobDescription | |
| warnings.filterwarnings("ignore") | |
| def get_offer(url): | |
| response = requests.get(url, verify=False) | |
| if response.status_code == 200: | |
| # Extract the text from the response | |
| soup = BeautifulSoup(response.text, 'html.parser') | |
| match = soup.find('div', {'id': 'the-position-section'}) | |
| text = match.text.rstrip().lstrip() | |
| return markdownify(text) | |
| else: | |
| return "" | |
| def get_logo(job): | |
| if "{}".format(job["logo_photo_url"]) == "nan": | |
| return "https://e7.pngegg.com/pngimages/153/807/png-clipart-timer-clock-computer-icons-unknown-planet-digital-clock-time.png" | |
| return job["logo_photo_url"] | |
| def get_jobs(search_term): | |
| headers = { | |
| "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:109.0) Gecko/20100101 Firefox/109.0", | |
| "Accept": "*/*", | |
| "Accept-Language": "en-US,en;q=0.5", | |
| "Accept-Encoding": "gzip, deflate, br", | |
| "Origin": "https://www.welcometothejungle.com", | |
| "Connection": "keep-alive", | |
| "Sec-Fetch-Dest": "empty", | |
| "Sec-Fetch-Mode": "no-cors", | |
| "Sec-Fetch-Site": "cross-site", | |
| "content-type": "application/x-www-form-urlencoded", | |
| "Referer": "https://www.welcometothejungle.com/", | |
| "Pragma": "no-cache", | |
| "Cache-Control": "no-cache", | |
| "x-algolia-agent": "Algolia for JavaScript (4.14.3); Browser (lite); JS Helper (3.11.2); react (17.0.2); react-instantsearch (6.38.3)", | |
| "x-algolia-api-key": "4bd8f6215d0cc52b26430765769e65a0", | |
| "x-algolia-application-id": "CSEKHVMS53" | |
| } | |
| data = """{ | |
| "requests":[{ | |
| "indexName":"wttj_jobs_production_en", | |
| "params":"attributesToHighlight=%5B%22name%22%5D&attributesToRetrieve=%5B%22*%22%5D&clickAnalytics=true&hitsPerPage=50&maxValuesPerFacet=999&analytics=true&enableABTest=true&userToken=d9c8afab-18d1-41dc-b3ab-da2f75bf30e6&analyticsTags=%5B%22page%3Ajobs_index%22%2C%22language%3Aen%22%5D&facets=%5B%22benefits%22%2C%22organization.commitments%22%2C%22contract_type%22%2C%22contract_duration_minimum%22%2C%22contract_duration_maximum%22%2C%22has_contract_duration%22%2C%22education_level%22%2C%22has_education_level%22%2C%22experience_level_minimum%22%2C%22has_experience_level_minimum%22%2C%22organization.nb_employees%22%2C%22organization.labels%22%2C%22salary_yearly_minimum%22%2C%22has_salary_yearly_minimum%22%2C%22salary_currency%22%2C%22followedCompanies%22%2C%22language%22%2C%22new_profession.category_reference%22%2C%22new_profession.sub_category_reference%22%2C%22remote%22%2C%22sectors.parent_reference%22%2C%22sectors.reference%22%5D&filters=(%22offices.country_code%22%3A%22FR%22)%20AND%20(%22contract_type%22%3A%22full_time%22%20OR%20%22contract_type%22%3A%22temporary%22)%20AND%20(experience_level_minimum%3A0%20TO%201%20OR%20experience_level_minimum%3A1%20TO%203%20OR%20has_experience_level_minimum%3D0)&page=0&query=#####&aroundLatLng=48.85717%2C2.3414&aroundRadius=20000&aroundPrecision=20000"},{"indexName":"wttj_jobs_production_en_promoted","params":"attributesToHighlight=%5B%22name%22%5D&attributesToRetrieve=%5B%22*%22%5D&clickAnalytics=true&hitsPerPage=200&maxValuesPerFacet=999&analytics=true&enableABTest=true&userToken=d9c8afab-18d1-41dc-b3ab-da2f75bf30e6&analyticsTags=%5B%22page%3Ajobs_index%22%2C%22language%3Aen%22%5D&facets=%5B%5D&filters=(%22offices.country_code%22%3A%22FR%22)%20AND%20(%22contract_type%22%3A%22full_time%22%20OR%20%22contract_type%22%3A%22temporary%22)%20AND%20(experience_level_minimum%3A0%20TO%201%20OR%20experience_level_minimum%3A1%20TO%203%20OR%20has_experience_level_minimum%3D0)%20AND%20is_boosted%3Atrue%20AND%20NOT%20reference%3A7e884b19-1ce2-4386-bc6a-643890daf461%20AND%20NOT%20reference%3A1b0237ca-1971-4651-a062-6db5f4c9a6e1%20AND%20NOT%20reference%3Ac27ab821-6822-4156-b4ff-19a9a2940d9d&page=0&query=#####&aroundLatLng=48.85717%2C2.3414&aroundRadius=20000&aroundPrecision=20000"},{"indexName":"wttj_jobs_production_en","params":"analytics=false&facets=%5B%22benefits%22%2C%22organization.commitments%22%2C%22contract_type%22%2C%22contract_duration_minimum%22%2C%22contract_duration_maximum%22%2C%22has_contract_duration%22%2C%22education_level%22%2C%22has_education_level%22%2C%22experience_level_minimum%22%2C%22has_experience_level_minimum%22%2C%22organization.nb_employees%22%2C%22organization.labels%22%2C%22salary_yearly_minimum%22%2C%22has_salary_yearly_minimum%22%2C%22salary_currency%22%2C%22followedCompanies%22%2C%22language%22%2C%22new_profession.category_reference%22%2C%22new_profession.sub_category_reference%22%2C%22remote%22%2C%22sectors.parent_reference%22%2C%22sectors.reference%22%5D&filters=&hitsPerPage=0"},{"indexName":"wttj_jobs_production_en","params":"analytics=false&facets=%5B%22benefits%22%5D&filters=(%22offices.country_code%22%3A%22FR%22)%20AND%20(%22contract_type%22%3A%22full_time%22%20OR%20%22contract_type%22%3A%22temporary%22)%20AND%20(experience_level_minimum%3A0%20TO%201%20OR%20experience_level_minimum%3A1%20TO%203%20OR%20has_experience_level_minimum%3D0)&hitsPerPage=0&query=#####"},{"indexName":"wttj_jobs_production_en","params":"analytics=false&facets=%5B%22organization.commitments%22%5D&filters=(%22offices.country_code%22%3A%22FR%22)%20AND%20(%22contract_type%22%3A%22full_time%22%20OR%20%22contract_type%22%3A%22temporary%22)%20AND%20(experience_level_minimum%3A0%20TO%201%20OR%20experience_level_minimum%3A1%20TO%203%20OR%20has_experience_level_minimum%3D0)&hitsPerPage=0&query=#####"},{"indexName":"wttj_jobs_production_en","params":"analytics=false&facets=%5B%22contract_type%22%5D&filters=(%22offices.country_code%22%3A%22FR%22)%20AND%20(experience_level_minimum%3A0%20TO%201%20OR%20experience_level_minimum%3A1%20TO%203%20OR%20has_experience_level_minimum%3D0)&hitsPerPage=0&query=#####"},{"indexName":"wttj_jobs_production_en","params":"analytics=false&facets=%5B%22contract_duration_minimum%22%5D&filters=contract_duration_minimum%3A1%20TO%203%20OR%20contract_duration_maximum%3A1%20TO%203%20AND%20(%22offices.country_code%22%3A%22FR%22)%20AND%20(%22contract_type%22%3A%22full_time%22%20OR%20%22contract_type%22%3A%22temporary%22)%20AND%20(experience_level_minimum%3A0%20TO%201%20OR%20experience_level_minimum%3A1%20TO%203%20OR%20has_experience_level_minimum%3D0)&hitsPerPage=0&query=#####"},{"indexName":"wttj_jobs_production_en","params":"analytics=false&facets=%5B%22contract_duration_minimum%22%5D&filters=contract_duration_minimum%3A4%20TO%206%20OR%20contract_duration_maximum%3A4%20TO%206%20AND%20(%22offices.country_code%22%3A%22FR%22)%20AND%20(%22contract_type%22%3A%22full_time%22%20OR%20%22contract_type%22%3A%22temporary%22)%20AND%20(experience_level_minimum%3A0%20TO%201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.category_reference%22%5D&filters=(%22offices.country_code%22%3A%22FR%22)%20AND%20(%22contract_type%22%3A%22full_time%22%20OR%20%22contract_type%22%3A%22temporary%22)%20AND%20(experience_level_minimum%3A0%20TO%201%20OR%20experience_level_minimum%3A1%20TO%203%20OR%20has_experience_level_minimum%3D0)&hitsPerPage=0&query=#####"},{"indexName":"wttj_jobs_production_en","params":"analytics=false&facets=%5B%22new_profession.sub_category_reference%22%5D&filters=(%22offices.country_code%22%3A%22FR%22)%20AND%20(%22contract_type%22%3A%22full_time%22%20OR%20%22contract_type%22%3A%22temporary%22)%20AND%20(experience_level_minimum%3A0%20TO%201%20OR%20experience_level_minimum%3A1%20TO%203%20OR%20has_experience_level_minimum%3D0)&hitsPerPage=0&query=#####"},{"indexName":"wttj_jobs_production_en","params":"analytics=false&facets=%5B%22remote%22%5D&filters=(%22offices.country_code%22%3A%22FR%22)%20AND%20(%22contract_type%22%3A%22full_time%22%20OR%20%22contract_type%22%3A%22temporary%22)%20AND%20(experience_level_minimum%3A0%20TO%201%20OR%20experience_level_minimum%3A1%20TO%203%20OR%20has_experience_level_minimum%3D0)&hitsPerPage=0&query=#####"},{"indexName":"wttj_jobs_production_en","params":"analytics=false&facets=%5B%22sectors.parent_reference%22%5D&filters=(%22offices.country_code%22%3A%22FR%22)%20AND%20(%22contract_type%22%3A%22full_time%22%20OR%20%22contract_type%22%3A%22temporary%22)%20AND%20(experience_level_minimum%3A0%20TO%201%20OR%20experience_level_minimum%3A1%20TO%203%20OR%20has_experience_level_minimum%3D0)&hitsPerPage=0&query=#####"},{"indexName":"wttj_jobs_production_en","params":"analytics=false&facets=%5B%22sectors.reference%22%5D&filters=(%22offices.country_code%22%3A%22FR%22)%20AND%20(%22contract_type%22%3A%22full_time%22%20OR%20%22contract_type%22%3A%22temporary%22)%20AND%20(experience_level_minimum%3A0%20TO%201%20OR%20experience_level_minimum%3A1%20TO%203%20OR%20has_experience_level_minimum%3D0)&hitsPerPage=0&query=#####"} | |
| ]} | |
| """.replace("#####", search_term.lower().replace(" ", "%20").replace('"', "%22")) | |
| url = "https://csekhvms53-2.algolianet.com/1/indexes/*/queries?x-algolia-agent=Algolia^%^20for^%^20JavaScript^%^20(4.20.0)^%^3B^%^20Browser^%^20(lite)^%^3B^%^20JS^%^20Helper^%^20(3.11.2)^%^3B^%^20react^%^20(17.0.2)^%^3B^%^20react-instantsearch^%^20(6.38.3)&x-algolia-api-key=4bd8f6215d0cc52b26430765769e65a0&x-algolia-application-id=CSEKHVMS53&search_origin=jobs_search_client" | |
| response = requests.post(url, headers=headers, data=data, verify=False) | |
| #parse result | |
| jsonResponse = json.loads(response.text) | |
| results = jsonResponse["results"] | |
| hits = results[0]["hits"] | |
| jobs = [] | |
| for hit in hits: | |
| #get the info | |
| job = {} | |
| job["name"] = hit["name"] | |
| if hit["published_at"] != None: | |
| try: | |
| # Try parsing with fractional seconds | |
| published_at = datetime.strptime(hit["published_at"], '%Y-%m-%dT%H:%M:%S.%f%z') | |
| except ValueError: | |
| # If it fails, try parsing without fractional seconds | |
| published_at = datetime.strptime(hit["published_at"], '%Y-%m-%dT%H:%M:%S%z') | |
| job["published_at"] = published_at | |
| else: | |
| job["published_at"] = None | |
| job["organization_name"] = hit["organization"]["name"] | |
| if hit["organization"].get("size", None) is not None: | |
| job["organization_size"] = hit["organization"]["size"]["en"] | |
| else: | |
| job["organization_size"] = "" | |
| job["organization_logo_url"] = hit["organization"]["logo"]["url"] | |
| job["URL"] = "https://www.welcometothejungle.com/en/companies/{}/jobs/{}?o={}".format(hit["organization"]["slug"], hit["slug"], hit["objectID"]) | |
| job["company_url"] = "https://www.welcometothejungle.com/en/companies/{}/".format(hit["organization"]["slug"]) | |
| jobs.append(job) | |
| return jobs | |
| def wtoj_get_jobs(search_term)-> List[JobDescription]: | |
| unique_objects = get_jobs(search_term) | |
| jobs = sorted(unique_objects, key=lambda x: x["published_at"], reverse=True) | |
| result = [] | |
| for job in jobs: | |
| job_desc = JobDescription(title=job["name"], company=job["organization_name"], url=job["URL"], company_url=job["company_url"], | |
| job_description=get_offer(job["URL"])) | |
| job_desc.published_at=job["published_at"] | |
| job_desc.organization_logo_url = job["organization_logo_url"] | |
| job_desc.salary_range = "" | |
| result.append(job_desc) | |
| return result | |