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- complete rewrite

pull/31/head
Zachary Hampton 2023-09-02 14:03:59 -07:00
parent 0fa92544c9
commit d3f039c981
11 changed files with 600 additions and 229 deletions
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13
.vscode/launch.json vendored
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@ -1,13 +0,0 @@
{
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"module": "uvicorn",
"args": ["main:app","--reload"]
}
]
}

586
poetry.lock generated Normal file
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@ -0,0 +1,586 @@
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]
[[package]]
name = "requests"
version = "2.31.0"
description = "Python HTTP for Humans."
optional = false
python-versions = ">=3.7"
files = [
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certifi = ">=2017.4.17"
charset-normalizer = ">=2,<4"
idna = ">=2.5,<4"
urllib3 = ">=1.21.1,<3"
[package.extras]
socks = ["PySocks (>=1.5.6,!=1.5.7)"]
use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
[[package]]
name = "six"
version = "1.16.0"
description = "Python 2 and 3 compatibility utilities"
optional = false
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
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[[package]]
name = "soupsieve"
version = "2.5"
description = "A modern CSS selector implementation for Beautiful Soup."
optional = false
python-versions = ">=3.8"
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name = "tls-client"
version = "0.2.1"
description = "Advanced Python HTTP Client."
optional = false
python-versions = "*"
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[[package]]
name = "tomli"
version = "2.0.1"
description = "A lil' TOML parser"
optional = false
python-versions = ">=3.7"
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[[package]]
name = "typing-extensions"
version = "4.7.1"
description = "Backported and Experimental Type Hints for Python 3.7+"
optional = false
python-versions = ">=3.7"
files = [
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[[package]]
name = "tzdata"
version = "2023.3"
description = "Provider of IANA time zone data"
optional = false
python-versions = ">=2"
files = [
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]
[[package]]
name = "urllib3"
version = "2.0.4"
description = "HTTP library with thread-safe connection pooling, file post, and more."
optional = false
python-versions = ">=3.7"
files = [
{file = "urllib3-2.0.4-py3-none-any.whl", hash = "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"},
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]
[package.extras]
brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
zstd = ["zstandard (>=0.18.0)"]
[metadata]
lock-version = "2.0"
python-versions = "^3.10"
content-hash = "4b5cf9651d17aabbc62306b1d04febb7163d2efe5e154af134c69bd019b21b4b"

8
pyproject.toml
View File

@ -7,8 +7,16 @@ readme = "README.md"
[tool.poetry.dependencies] [tool.poetry.dependencies]
python = "^3.10" python = "^3.10"
requests = "^2.31.0"
tls-client = "^0.2.1"
beautifulsoup4 = "^4.12.2"
pandas = "^2.1.0"
pydantic = "^2.3.0"
[tool.poetry.group.dev.dependencies]
pytest = "^7.4.1"
[build-system] [build-system]
requires = ["poetry-core"] requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api" build-backend = "poetry.core.masonry.api"

61
requirements.txt
View File

@ -1,61 +0,0 @@
anyio==3.7.1
atomicwrites==1.4.1
attrs==23.1.0
bcrypt==4.0.1
beautifulsoup4==4.12.2
cachetools==5.3.1
certifi==2023.5.7
cffi==1.15.1
chardet==4.0.0
charset-normalizer==3.2.0
click==8.1.4
colorama==0.4.6
cryptography==41.0.1
dataclasses==0.6
deprecation==2.1.0
ecdsa==0.18.0
exceptiongroup==1.1.2
fastapi==0.99.1
google-auth==2.22.0
google-auth-oauthlib==1.0.0
gotrue==0.2.0
gspread==5.10.0
h11==0.14.0
httpcore==0.12.3
httplib2==0.22.0
httpx==0.16.1
idna==2.10
iniconfig==2.0.0
oauth2client==4.1.3
oauthlib==3.2.2
packaging==23.1
passlib==1.7.4
pluggy==1.2.0
postgrest-py==0.4.0
py==1.11.0
pyasn1==0.5.0
pyasn1-modules==0.3.0
pycparser==2.21
pydantic==1.10.11
pyparsing==3.1.1
pytest==6.2.5
python-dateutil==2.8.2
python-dotenv==1.0.0
python-jose==3.3.0
python-multipart==0.0.6
realtime-py==0.1.3
requests==2.25.1
requests-oauthlib==1.3.1
rfc3986==1.5.0
rsa==4.9
six==1.16.0
sniffio==1.3.0
soupsieve==2.4.1
starlette==0.27.0
supabase-py==0.0.2
tls-client==0.2.1
toml==0.10.2
typing_extensions==4.7.1
urllib3==1.26.16
uvicorn==0.22.0
websockets==9.1

8
src/__init__.py
View File

@ -3,12 +3,10 @@ from concurrent.futures import ThreadPoolExecutor
from .core.scrapers.indeed import IndeedScraper from .core.scrapers.indeed import IndeedScraper
from .core.scrapers.ziprecruiter import ZipRecruiterScraper from .core.scrapers.ziprecruiter import ZipRecruiterScraper
from .core.scrapers.linkedin import LinkedInScraper from .core.scrapers.linkedin import LinkedInScraper
from .core.formatters.csv import CSVFormatter
from .core.scrapers import ( from .core.scrapers import (
ScraperInput, ScraperInput,
Site, Site,
JobResponse, JobResponse,
OutputFormat,
CommonResponse, CommonResponse,
) )
@ -22,6 +20,7 @@ SCRAPER_MAPPING = {
Site.ZIP_RECRUITER: ZipRecruiterScraper, Site.ZIP_RECRUITER: ZipRecruiterScraper,
} }
def _map_str_to_site(site_name: str) -> Site: def _map_str_to_site(site_name: str) -> Site:
return Site[site_name.upper()] return Site[site_name.upper()]
@ -30,7 +29,6 @@ def scrape_jobs(
site_name: str | Site | List[Site], site_name: str | Site | List[Site],
search_term: str, search_term: str,
output_format: OutputFormat = OutputFormat.JSON,
location: str = "", location: str = "",
distance: int = None, distance: int = None,
is_remote: bool = False, is_remote: bool = False,
@ -40,8 +38,7 @@ def scrape_jobs(
) -> pd.DataFrame: ) -> pd.DataFrame:
""" """
Asynchronously scrapes job data from multiple job sites. Asynchronously scrapes job data from multiple job sites.
:param scraper_input: :return: results_wanted: pandas dataframe containing job data
:return: scraper_response
""" """
if type(site_name) == str: if type(site_name) == str:
@ -57,7 +54,6 @@ def scrape_jobs(
job_type=job_type, job_type=job_type,
easy_apply=easy_apply, easy_apply=easy_apply,
results_wanted=results_wanted, results_wanted=results_wanted,
output_format=output_format
) )
def scrape_site(site: Site) -> Tuple[str, JobResponse]: def scrape_site(site: Site) -> Tuple[str, JobResponse]:

7
src/core/formatters/__init__.py
View File

@ -1,7 +0,0 @@
from enum import Enum
class OutputFormat(Enum):
CSV = "csv"
JSON = "json"
GSHEET = "gsheet"

134
src/core/formatters/csv/__init__.py
View File

@ -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

1
src/core/scrapers/__init__.py
View File

@ -17,7 +17,6 @@ class Site(Enum):
class ScraperInput(BaseModel): class ScraperInput(BaseModel):
site_type: List[Site] site_type: List[Site]
search_term: str search_term: str
output_format: OutputFormat = OutputFormat.JSON
location: str = None location: str = None
distance: int = None distance: int = None

5
src/core/scrapers/indeed/__init__.py
View File

@ -7,7 +7,6 @@ import tls_client
import urllib.parse import urllib.parse
from bs4 import BeautifulSoup from bs4 import BeautifulSoup
from bs4.element import Tag from bs4.element import Tag
from fastapi import status
from ...jobs import JobPost, Compensation, CompensationInterval, Location, JobResponse, JobType from ...jobs import JobPost, Compensation, CompensationInterval, Location, JobResponse, JobType
from .. import Scraper, ScraperInput, Site, StatusException from .. import Scraper, ScraperInput, Site, StatusException
@ -65,8 +64,8 @@ class IndeedScraper(Scraper):
response = session.get(self.url + "/jobs", params=params) response = session.get(self.url + "/jobs", params=params)
if ( if (
response.status_code != status.HTTP_200_OK response.status_code != 200
and response.status_code != status.HTTP_307_TEMPORARY_REDIRECT and response.status_code != 307
): ):
raise StatusException(response.status_code) raise StatusException(response.status_code)

3
src/core/scrapers/linkedin/__init__.py
View File

@ -4,7 +4,6 @@ from datetime import datetime
import requests import requests
from bs4 import BeautifulSoup from bs4 import BeautifulSoup
from bs4.element import Tag from bs4.element import Tag
from fastapi import status
from .. import Scraper, ScraperInput, Site from .. import Scraper, ScraperInput, Site
from ...jobs import JobPost, Location, JobResponse, JobType from ...jobs import JobPost, Location, JobResponse, JobType
@ -59,7 +58,7 @@ class LinkedInScraper(Scraper):
f"{self.url}/jobs/search", params=params, allow_redirects=True 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( return JobResponse(
success=False, success=False,
error=f"Response returned {response.status_code}", error=f"Response returned {response.status_code}",

3
src/core/scrapers/ziprecruiter/__init__.py
View File

@ -5,7 +5,6 @@ from typing import Optional, Tuple, List
from urllib.parse import urlparse, parse_qs from urllib.parse import urlparse, parse_qs
import tls_client import tls_client
from fastapi import status
from bs4 import BeautifulSoup from bs4 import BeautifulSoup
from bs4.element import Tag from bs4.element import Tag
from concurrent.futures import ThreadPoolExecutor, Future from concurrent.futures import ThreadPoolExecutor, Future
@ -69,7 +68,7 @@ class ZipRecruiterScraper(Scraper):
params=params, params=params,
) )
if response.status_code != status.HTTP_200_OK: if response.status_code != 200:
raise StatusException(response.status_code) raise StatusException(response.status_code)
html_string = response.text html_string = response.text