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feat(): prediction pipeline
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@@ -36,28 +36,29 @@ class MlApiGateway:
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self,
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resume_id: ResumeId,
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key_skills: list[str],
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suituble_vacancies: Sequence[SuitableVacancyDs],
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suitable_vacancies: Sequence[SuitableVacancyDs],
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) -> GenerateResumePredictionResponse:
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response = await self._client.post(
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"/predict_salary",
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"/predict",
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json={
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"resume_id": resume_id,
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"resume_id": str(resume_id),
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"key_skills": key_skills,
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"vacancies": [
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{
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"vacancy_id": suituble_vacancy.vacancy_id,
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"from_salary": suituble_vacancy.from_salary,
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"to_salary": suituble_vacancy.to_salary,
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"key_skills": suituble_vacancy.key_skills,
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"resume_similarity": suituble_vacancy.resume_similarity,
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} for suituble_vacancy in suituble_vacancies
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"vacancy_id": str(suitable_vacancy.vacancy_id),
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"from_salary": str(suitable_vacancy.from_salary),
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"to_salary": str(suitable_vacancy.to_salary),
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"key_skills": suitable_vacancy.key_skills,
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"resume_similarity": suitable_vacancy.resume_similarity,
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}
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for suitable_vacancy in suitable_vacancies
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],
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},
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)
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response_json = response.json()
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return GenerateResumePredictionResponse(
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salary_from=response_json["salary_from"],
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salary_to=response_json["salary_to"],
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salary_from=Decimal(str(response_json["salary_from"])),
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salary_to=Decimal(str(response_json["salary_to"])),
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recommended_skills=response_json["recommended_skills"],
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)
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