first working version

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2026-10-08 11:33:52 +02:00
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import base64
import json
import os
import sys
import requests
from modules import html_helper
from dotenv import load_dotenv
from modules.stellenangebot import Stellenangebot, JobSearchResponse
load_dotenv()
defapi_token = os.getenv("DEF_API_TOKEN")
arbeitsagentur_base_url = "https://rest.arbeitsagentur.de/"
defapi_url = "https://api.defapi.org/api/v1/decisions"
timeout = 60
search_strings = ["Developer", "Webentwickler", "Softwareentwickler"]
combined_response: JobSearchResponse = {"ergebnisliste": []}
def main():
load_dotenv()
jobs_data = []
for search in search_strings:
jobs_data = get_jobs(search)
combined_response["ergebnisliste"].extend(jobs_data["ergebnisliste"])
job_refs = get_job_refs(combined_response)
jev_instructions = read_json()
print(jobs_data)
html_parts = []
for job_ref in job_refs:
data = classify(job_ref, jev_instructions)
if data:
html_parts.append(html_helper.render_html(data))
html_helper.write_html(html_parts)
def read_json() -> dict:
with open("jev-instructions.json", mode="r", encoding="utf-8") as read_file:
jev_instructions = json.load(read_file)
read_file.close()
return jev_instructions
def get_job_refs(jobs_data: JobSearchResponse) -> list:
job_ids = []
for job in jobs_data["ergebnisliste"]:
job_ids.append(job["referenznummer"])
return job_ids
def get_jobs(search_string: str) -> JobSearchResponse:
jobs_path = "jobboerse/jobsuche-service/pc/v6/jobs"
headers = {
"X-API-Key": "jobboerse-jobsuche"
}
params = {
"angebotsart": "1",
"was": search_string,
"wo": "Pforzheim",
"umkreis": "50",
"arbeitszeit": "ho;vz;tz",
"page": "1",
"size": "50"
}
url = arbeitsagentur_base_url + jobs_path
response = requests.get(url, headers=headers, params=params, timeout=timeout)
if response.status_code == 200:
return response.json()
else:
print(f"Fehler: {response.status_code}")
sys.exit(response.text)
def fetch_job_data(job_ref: str) -> Stellenangebot:
encoded_ref = base64.b64encode(job_ref.encode("utf-8")).decode("utf-8")
job_path = f"{arbeitsagentur_base_url}/jobboerse/jobsuche-service/pc/v4/jobdetails/{encoded_ref}"
headers = {
"X-API-Key": "jobboerse-jobsuche"
}
response = requests.get(job_path, headers=headers)
return response.json()
def classify(job_ref: str, jev_instructions: dict) -> tuple[Stellenangebot, float] | None:
job_data = fetch_job_data(job_ref)
headers = {
"Accept": "application/json",
"Content-Type": "application/json",
"Authorization": f"Bearer {defapi_token}"
}
data = {
"model": "typesafe/jev-1.13",
"state": job_data["stellenangebotsBeschreibung"],
"questions": {
"job_validation": jev_instructions
}}
response = requests.post(defapi_url, headers=headers, json=data, timeout=timeout)
if response.status_code == 200:
response_data = response.json()
answers = response_data["answers"]
score = answers["job_validation"]["noul"]
if score > 0.6:
return job_data, score
else:
return None
else:
print(f"Fehler: {response.status_code}")
return None
if __name__ == "__main__":
main()