russianCVparser

General information

Parser extracts as many as possible information from the CV text. It uses natasha library for entities recognition and yargy parser for rule-based parsing.

Information that can be extracted:

• socdem:
  • name,
  • gender,
  • date_of_birth,
  • age,
  • location
• career:
  • period,
  • org_name,
  • occupation
• education:
  • year,
  • name,
  • specialization
• hobby:
  • name

Installation

pip install russianCVparser

Usage

Parser supports documents in docx, pdf and txt formats.

from russianCVparser import CVparser, Document, show_json

parser = CVparser()
document = Document('path/to/doc.pdf')
data = parser.parse_text(document.text) # returns an OrderedDict instance
show_json(data)

Example

from russianCVparser import CVparser, Document, show_json

parser = CVparser()
document = Document('CV.pdf')
data = parser.parse_text(document.text)
show_json(data)

Output:

{
  "socdem": {
    "name": "Иванов Иван Иванович",
    "gender": "male",
    "date_of_birth": {
      "year": 1981,
      "month": 5,
      "day": 2
    },
    "age": "39 лет",
    "location": {
      "name": "Казань"
    }
  },
  "career": [
    {
      "period": {
        "from_date": {
          "month": 12,
          "year": 2017
        }
      },
      "org_name": "ООО "Инвест-консалт"",
      "occupation": "Ведущий специалист"
    },
    {
      "period": {
        "from_date": {
          "month": 2,
          "year": 2011
        },
        "to_date": {
          "month": 6,
          "year": 2017
        }
      },
      "org_name": "Казгорсеть",
      "occupation": "Ведущий специалист"
    },
    {
      "period": {
        "from_date": {
          "month": 2,
          "year": 2010
        },
        "to_date": {
          "month": 2,
          "year": 2011
        }
      },
      "org_name": "ООО Адванс",
      "occupation": "Аналитик"
    }
  ],
  "education": [
    {
      "year": 2015,
      "name": "Российский государственный аграрный университет"
    },
    {
      "year": 2016,
      "name": "Московский Государственный Технический Университет"
    }
  ],
  "hobby": [
    {
      "name": [
        "футбол",
        "рыбалка",
        "шахматы"
      ]
    }
  ]
}