This is the documentation for platform.mindee.com - code samples and API keys will not work with from app.mindee.com

FR Payslip

The Python SDK supports the Mindee V1 Payslip API.

Product Specifications

Specification
Details

Endpoint Name

payslip_fra

Recommended Version

v3.0

Supports Polling/Webhooks

✔️ Yes

Support Synchronous HTTP Calls

❌ No

Geography

🇫🇷 France

Quick-Start

Using the sample below, we are going to illustrate how to extract the data that we want using the SDK.

Payslip Sample

Sample Code

#
# Install the Python client library by running:
# pip install mindee
#

from mindee import Client, product, AsyncPredictResponse

# Init a new client
mindee_client = Client(api_key="my-api-key")

# Load a file from disk
input_doc = mindee_client.source_from_path("/path/to/the/file.ext")

# Load a file from disk and enqueue it.
result: AsyncPredictResponse = mindee_client.enqueue_and_parse(
    product.fr.PayslipV3,
    input_doc,
)

# Print a brief summary of the parsed data
print(result.document)

Sample Output (rST)

########
Document
########
:Mindee ID: a479e3e7-6838-4e82-9a7d-99289f34ec7f
:Filename: default_sample.jpg

Inference
#########
:Product: mindee/payslip_fra v3.0
:Rotation applied: Yes

Prediction
==========
:Pay Period:
  :End Date: 2023-03-31
  :Month: 03
  :Payment Date: 2023-03-29
  :Start Date: 2023-03-01
  :Year: 2023
:Employee:
  :Address: 52 RUE DES FLEURS 33500 LIBOURNE FRANCE
  :Date of Birth:
  :First Name: Jean Luc
  :Last Name: Picard
  :Phone Number:
  :Registration Number:
  :Social Security Number: 123456789012345
:Employer:
  :Address: 1 RUE DU TONNOT 25210 DOUBS
  :Company ID: 12345678901234
  :Company Site:
  :NAF Code: 1234A
  :Name: DEMO COMPANY
  :Phone Number:
  :URSSAF Number:
:Bank Account Details:
  :Bank Name:
  :IBAN:
  :SWIFT:
:Employment:
  :Category: Cadre
  :Coefficient: 600,000
  :Collective Agreement: Construction -- Promotion
  :Job Title: Directeur Régional du Développement
  :Position Level: Niveau 5 Echelon 3
  :Seniority Date:
  :Start Date: 2022-05-01
:Salary Details:
  +--------------+-----------+--------------------------------------+--------+-----------+
  | Amount       | Base      | Description                          | Number | Rate      |
  +==============+===========+======================================+========+===========+
  | 6666.67      |           | Salaire de base                      |        |           |
  +--------------+-----------+--------------------------------------+--------+-----------+
  | 9.30         |           | Part patronale Mutuelle NR           |        |           |
  +--------------+-----------+--------------------------------------+--------+-----------+
  | 508.30       |           | Avantages en nature voiture          |        |           |
  +--------------+-----------+--------------------------------------+--------+-----------+
:Pay Detail:
  :Gross Salary: 7184.27
  :Gross Salary YTD: 18074.81
  :Income Tax Rate: 17.60
  :Income Tax Withheld: 1030.99
  :Net Paid: 3868.32
  :Net Paid Before Tax: 4899.31
  :Net Taxable: 5857.90
  :Net Taxable YTD: 14752.73
  :Total Cost Employer: 10486.94
  :Total Taxes and Deductions: 1650.36
:Paid Time Off:
  +-----------+--------+-------------+-----------+-----------+
  | Accrued   | Period | Type        | Remaining | Used      |
  +===========+========+=============+===========+===========+
  |           | N-1    | VACATION    |           |           |
  +-----------+--------+-------------+-----------+-----------+
  | 6.17      | N      | VACATION    | 6.17      |           |
  +-----------+--------+-------------+-----------+-----------+
  | 2.01      | N      | RTT         | 2.01      |           |
  +-----------+--------+-------------+-----------+-----------+

Standard Fields

These fields are generic and used in several products.

BaseField

Each prediction object contains a set of fields that inherit from the generic BaseField class. A typical BaseField object will have the following attributes:

  • value (Union[float, str]): corresponds to the field value. Can be None if no value was extracted.

  • confidence (float): the confidence score of the field prediction.

  • bounding_box ([Point, Point, Point, Point]): contains exactly 4 relative vertices (points) coordinates of a right rectangle containing the field in the document.

  • polygon (List[Point]): contains the relative vertices coordinates (Point) of a polygon containing the field in the image.

  • page_id (int): the ID of the page, always None when at document-level.

  • reconstructed (bool): indicates whether an object was reconstructed (not extracted as the API gave it).

A Point simply refers to a list of two numbers ([float, float]).

Aside from the previous attributes, all basic fields have access to a custom __str__ method that can be used to print their value as a string.

Specific Fields

Fields which are specific to this product; they are not used in any other product.

Bank Account Details Field

Information about the employee's bank account.

A PayslipV3BankAccountDetail implements the following attributes:

  • bank_name (str): The name of the bank.

  • iban (str): The IBAN of the bank account.

  • swift (str): The SWIFT code of the bank. Fields which are specific to this product; they are not used in any other product.

Employee Field

Information about the employee.

A PayslipV3Employee implements the following attributes:

  • address (str): The address of the employee.

  • date_of_birth (str): The date of birth of the employee.

  • first_name (str): The first name of the employee.

  • last_name (str): The last name of the employee.

  • phone_number (str): The phone number of the employee.

  • registration_number (str): The registration number of the employee.

  • social_security_number (str): The social security number of the employee. Fields which are specific to this product; they are not used in any other product.

Employer Field

Information about the employer.

A PayslipV3Employer implements the following attributes:

  • address (str): The address of the employer.

  • company_id (str): The company ID of the employer.

  • company_site (str): The site of the company.

  • naf_code (str): The NAF code of the employer.

  • name (str): The name of the employer.

  • phone_number (str): The phone number of the employer.

  • urssaf_number (str): The URSSAF number of the employer. Fields which are specific to this product; they are not used in any other product.

Employment Field

Information about the employment.

A PayslipV3Employment implements the following attributes:

  • category (str): The category of the employment.

  • coefficient (str): The coefficient of the employment.

  • collective_agreement (str): The collective agreement of the employment.

  • job_title (str): The job title of the employee.

  • position_level (str): The position level of the employment.

  • seniority_date (str): The seniority date of the employment.

  • start_date (str): The start date of the employment. Fields which are specific to this product; they are not used in any other product.

Information about paid time off.

A PayslipV3PaidTimeOff implements the following attributes:

  • accrued (float): The amount of paid time off accrued in the period.

  • period (str): The paid time off period. Possible values include:

    • N

    • N-1

    • N-2

  • pto_type (str): The type of paid time off. Possible values include:

    • VACATION

    • RTT

    • COMPENSATORY

  • remaining (float): The remaining amount of paid time off at the end of the period.

  • used (float): The amount of paid time off used in the period. Fields which are specific to this product; they are not used in any other product.

Pay Detail Field

Detailed information about the pay.

A PayslipV3PayDetail implements the following attributes:

  • gross_salary (float): The gross salary of the employee.

  • gross_salary_ytd (float): The year-to-date gross salary of the employee.

  • income_tax_rate (float): The income tax rate of the employee.

  • income_tax_withheld (float): The income tax withheld from the employee's pay.

  • net_paid (float): The net paid amount of the employee.

  • net_paid_before_tax (float): The net paid amount before tax of the employee.

  • net_taxable (float): The net taxable amount of the employee.

  • net_taxable_ytd (float): The year-to-date net taxable amount of the employee.

  • total_cost_employer (float): The total cost to the employer.

  • total_taxes_and_deductions (float): The total taxes and deductions of the employee. Fields which are specific to this product; they are not used in any other product.

Pay Period Field

Information about the pay period.

A PayslipV3PayPeriod implements the following attributes:

  • end_date (str): The end date of the pay period.

  • month (str): The month of the pay period.

  • payment_date (str): The date of payment for the pay period.

  • start_date (str): The start date of the pay period.

  • year (str): The year of the pay period. Fields which are specific to this product; they are not used in any other product.

Salary Details Field

Detailed information about the earnings.

A PayslipV3SalaryDetail implements the following attributes:

  • amount (float): The amount of the earning.

  • base (float): The base rate value of the earning.

  • description (str): The description of the earnings.

  • number (float): The number of units in the earning.

  • rate (float): The rate of the earning.

Attributes

The following fields are extracted for Payslip V3:

Bank Account Details

bank_account_details (PayslipV3BankAccountDetail): Information about the employee's bank account.

print(result.document.inference.prediction.bank_account_details.value)

Employee

employee (PayslipV3Employee): Information about the employee.

print(result.document.inference.prediction.employee.value)

Employer

employer (PayslipV3Employer): Information about the employer.

print(result.document.inference.prediction.employer.value)

Employment

employment (PayslipV3Employment): Information about the employment.

print(result.document.inference.prediction.employment.value)

paid_time_off (List[PayslipV3PaidTimeOff]): Information about paid time off.

for paid_time_off_elem in result.document.inference.prediction.paid_time_off:
    print(paid_time_off_elem.value)

Pay Detail

pay_detail (PayslipV3PayDetail): Detailed information about the pay.

print(result.document.inference.prediction.pay_detail.value)

Pay Period

pay_period (PayslipV3PayPeriod): Information about the pay period.

print(result.document.inference.prediction.pay_period.value)

Salary Details

salary_details (List[PayslipV3SalaryDetail]): Detailed information about the earnings.

for salary_details_elem in result.document.inference.prediction.salary_details:
    print(salary_details_elem.value)
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