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Project description
Identity Forge
This project is a Python command-line tool that generates a specified number of fictitious identities (including name, surname, username, and email address) from a provided list of names and surnames. The generated identities are saved in CSV or Excel (XLSX) format, ensuring that all usernames are unique.
Features
- Generates unique usernames based on name and surname combinations.
- Optionally uses the
faker
library to generate random names if no input file is provided. - Outputs identities in both CSV and Excel formats.
- Ensures there are no duplicate usernames and emails.
- Command-line arguments allow flexible input and output options.
Prerequisites
Before running the project, ensure you have the following installed:
- Python 3.8+
pandas
library (for CSV/Excel/JSON/Parquet export)argparse
library (for parsing command-line arguments)faker
library (for generating random names if no input file is provided)pytest
library (for testing)unidecode
library (for reducing Unicode to an ASCII representation)aiofiles
library (for asynchronous file operations)
You can install these libraries manually via pip
:
pip install pandas argparse unidecode faker aiofiles
Or by using requirements.txt
file:
pip install --prefix=/install -r ./requirements.txt
Usage
Command-Line Arguments
You can specify the number of identities to generate, the input file, and the output format and more through command-line arguments.
python src/main.py <number_of_identities> [--names-file NAMES_FILE] [--surnames-file NAMES_FILE] [--output-file OUTPUT_FILE] [--output-format {csv,excel,json,parquet,all}]
Command-Line Arguments
To generate 100 identities from a given names file and save them as CSV, JSON, Parquet and Excel (all is default):
python src/main.py 100 --names-file names.txt --surnames-file surnames.txt --output-file output/identities --output-format all
If no --names-file/--surnames-file argument is given, the tool will use the faker library to generate random names and surnames:
python identity_generator.py 100
Arguments
- number_of_identities: The number of identities to generate (required).
- --names-file: Optional file containing the list of names and surnames (if not provided, random names will be generated using the faker library).
- --surnames-file: Optional file containing the list of names and surnames (if not provided, random names will be generated using the faker library).
- --output-file: Path to save the output file without extension (default is output/identities). The appropriate extension (.csv or .xlsx) will be added based on the --output-format.
- --output-format: Output format, either csv, excel, or both (default is both).
- --workers: Allows users to specify the number of parallel workers (CPU cores) to use. Defaults to 4.
Input File Format
The input file (surnames.txt) should contain surnames, one per line, like this:
John
Jane
The input file (names.txt) should contain names, one per line, like this:
Doe
Smith
The program will randomly combine these names and surnames to create identities.
Output
The generated output will include the following columns:
username
password
email
isEmailVerified
name
surname
middlename
honorific
language
isActive
gender
communicationChannel
addressType
streetNumber
complementStreetNumber
streetType
streetName
complementLocation
complementIdentification
complementAddress
postalCode
locality
region
country
Each generated identity includes detailed address information, broken down into multiple columns:
- Type: Either "work" or "home".
- StreetNumber: The building or street number.
- ComplementStreetNumber: Additional street number information like "bis" or "ter" (optional).
- StreetType: Type of street (e.g., avenue, boulevard).
- StreetName: The name of the street.
- Locality: The city or town.
- ComplementLocation: Additional location information (optional).
- ComplementIdentification: Identification complements (optional).
- ComplementAddress: Additional address details such as apartment or suite number.
- Region: The region in France (e.g., ÃŽle-de-France).
- Country: Always "France".
- PostalCode: The postal code of the address.
License
This project is licensed under the Apache License, Version 2.0.
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