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.core.scrapers.indeed import IndeedScraper from .core.scrapers.ziprecruiter import ZipRecruiterScraper from .core.scrapers.linkedin import LinkedInScraper -from .core.formatters.csv import CSVFormatter from .core.scrapers import ( ScraperInput, Site, JobResponse, - OutputFormat, CommonResponse, ) @@ -22,6 +20,7 @@ SCRAPER_MAPPING = { Site.ZIP_RECRUITER: ZipRecruiterScraper, } + def _map_str_to_site(site_name: str) -> Site: return Site[site_name.upper()] @@ -30,7 +29,6 @@ def scrape_jobs( site_name: str | Site | List[Site], search_term: str, - output_format: OutputFormat = OutputFormat.JSON, location: str = "", distance: int = None, is_remote: bool = False, @@ -40,8 +38,7 @@ def scrape_jobs( ) -> pd.DataFrame: """ Asynchronously scrapes job data from multiple job sites. - :param scraper_input: - :return: scraper_response + :return: results_wanted: pandas dataframe containing job data """ if type(site_name) == str: @@ -57,7 +54,6 @@ def scrape_jobs( job_type=job_type, easy_apply=easy_apply, results_wanted=results_wanted, - output_format=output_format ) def scrape_site(site: Site) -> Tuple[str, JobResponse]: diff --git a/src/core/formatters/__init__.py b/src/core/formatters/__init__.py deleted file mode 100644 index 978ee5d..0000000 --- a/src/core/formatters/__init__.py +++ /dev/null @@ -1,7 +0,0 @@ -from enum import Enum - - -class OutputFormat(Enum): - CSV = "csv" - JSON = "json" - GSHEET = "gsheet" diff --git a/src/core/formatters/csv/__init__.py b/src/core/formatters/csv/__init__.py deleted file mode 100644 index c3a98b0..0000000 --- a/src/core/formatters/csv/__init__.py +++ /dev/null @@ -1,134 +0,0 @@ -import gspread -from oauth2client.service_account import ServiceAccountCredentials - -import csv -from io import StringIO -from datetime import datetime - -from ...jobs import * -from ...scrapers import * - - -class CSVFormatter: - @staticmethod - def fetch_job_urls(credentials: Any, google_sheet_name: str) -> set: - """ - Fetches all the job urls from the google sheet to prevent duplicates - :param credentials: - :param google_sheet_name: - :return: urls - """ - try: - gc = gspread.authorize(credentials) - sh = gc.open(google_sheet_name) - - worksheet = sh.get_worksheet(0) - data = worksheet.get_all_values() - job_urls = set() - for row in data[1:]: - job_urls.add(row[3]) - return job_urls - except Exception as e: - raise e - - @staticmethod - def upload_to_google_sheet(csv_data: str, google_sheet_name: str): - """ - Appends rows to google sheet - :param csv_data: - :param google_sheet_name: - :return: - """ - try: - scope = [ - "https://www.googleapis.com/auth/spreadsheets", - "https://www.googleapis.com/auth/drive.file", - "https://www.googleapis.com/auth/drive", - ] - credentials = ServiceAccountCredentials.from_json_keyfile_name( - "client_secret.json", scope - ) - gc = gspread.authorize(credentials) - sh = gc.open(google_sheet_name) - - worksheet = sh.get_worksheet(0) - data_string = csv_data.getvalue() - reader = csv.reader(StringIO(data_string)) - - job_urls = CSVFormatter.fetch_job_urls(credentials) - - rows = list(reader) - - for i, row in enumerate(rows): - if i == 0: - continue - if row[4] in job_urls: - continue - - row[6] = format(int(row[6]), ",d") if row[6] else "" - row[7] = format(int(row[7]), ",d") if row[7] else "" - worksheet.append_row(row) - except Exception as e: - raise e - - @staticmethod - def generate_filename() -> str: - """ - Adds a timestamp to the filename header - :return: filename - """ - timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") - return f"JobSpy_results_{timestamp}.csv" - - @staticmethod - def format(jobs: CommonResponse) -> StringIO: - """ - Transfomr the jobs objects into csv - :param jobs: - :return: csv - """ - output = StringIO() - writer = csv.writer(output) - - headers = [ - "Title", - "Company Name", - "City", - "State", - "Job Type", - "Pay Cycle", - "Min Amount", - "Max Amount", - "Date Posted", - "Description", - "Job URL", - ] - writer.writerow(headers) - - for site, job_response in jobs.dict().items(): - if isinstance(job_response, dict) and job_response.get("success"): - for job in job_response["jobs"]: - writer.writerow( - [ - job["title"], - job["company_name"], - job["location"]["city"], - job["location"]["state"], - job["job_type"].value if job.get("job_type") else "", - job["compensation"]["interval"].value - if job["compensation"] - else "", - job["compensation"]["min_amount"] - if job["compensation"] - else "", - job["compensation"]["max_amount"] - if job["compensation"] - else "", - job.get("date_posted", ""), - job["description"], - job["job_url"], - ] - ) - - output.seek(0) - return output diff --git a/src/core/scrapers/__init__.py b/src/core/scrapers/__init__.py index 7ed8e78..0d7b836 100644 --- a/src/core/scrapers/__init__.py +++ b/src/core/scrapers/__init__.py @@ -17,7 +17,6 @@ class Site(Enum): class ScraperInput(BaseModel): site_type: List[Site] search_term: str - output_format: OutputFormat = OutputFormat.JSON location: str = None distance: int = None diff --git a/src/core/scrapers/indeed/__init__.py b/src/core/scrapers/indeed/__init__.py index 0d60814..8ffa0b6 100644 --- a/src/core/scrapers/indeed/__init__.py +++ b/src/core/scrapers/indeed/__init__.py @@ -7,7 +7,6 @@ import tls_client import urllib.parse from bs4 import BeautifulSoup from bs4.element import Tag -from fastapi import status from ...jobs import JobPost, Compensation, CompensationInterval, Location, JobResponse, JobType from .. import Scraper, ScraperInput, Site, StatusException @@ -65,8 +64,8 @@ class IndeedScraper(Scraper): response = session.get(self.url + "/jobs", params=params) if ( - response.status_code != status.HTTP_200_OK - and response.status_code != status.HTTP_307_TEMPORARY_REDIRECT + response.status_code != 200 + and response.status_code != 307 ): raise StatusException(response.status_code) diff --git a/src/core/scrapers/linkedin/__init__.py b/src/core/scrapers/linkedin/__init__.py index eb211a3..055c92c 100644 --- a/src/core/scrapers/linkedin/__init__.py +++ b/src/core/scrapers/linkedin/__init__.py @@ -4,7 +4,6 @@ from datetime import datetime import requests from bs4 import BeautifulSoup from bs4.element import Tag -from fastapi import status from .. import Scraper, ScraperInput, Site from ...jobs import JobPost, Location, JobResponse, JobType @@ -59,7 +58,7 @@ class LinkedInScraper(Scraper): f"{self.url}/jobs/search", params=params, allow_redirects=True ) - if response.status_code != status.HTTP_200_OK: + if response.status_code != 200: return JobResponse( success=False, error=f"Response returned {response.status_code}", diff --git a/src/core/scrapers/ziprecruiter/__init__.py b/src/core/scrapers/ziprecruiter/__init__.py index 89b3d09..e39ae09 100644 --- a/src/core/scrapers/ziprecruiter/__init__.py +++ b/src/core/scrapers/ziprecruiter/__init__.py @@ -5,7 +5,6 @@ from typing import Optional, Tuple, List from urllib.parse import urlparse, parse_qs import tls_client -from fastapi import status from bs4 import BeautifulSoup from bs4.element import Tag from concurrent.futures import ThreadPoolExecutor, Future @@ -69,7 +68,7 @@ class ZipRecruiterScraper(Scraper): params=params, ) - if response.status_code != status.HTTP_200_OK: + if response.status_code != 200: raise StatusException(response.status_code) html_string = response.text