In the beginning

• I'm not good at English and development, so I apologize for my poor English and development.
• If you find or notice points to be improved, I would appreciate if you told me.
• This project hasn't uploaded to PyPI.
• This generator is imperfect.

dummy_creator

This is a dummy data generator.
Unlike faker or mimesis, this generates dummy data with parameters defined by you.

Now, you can define parameters with a json file, and output data will create in csv folder.

How to use

1. Make this generator available.(You need to run either pattern1 or pattern2)
   1. pattern1
      1. Please clone this project.($ git clone ~)
      2. In the project directory, use pip install . command.
   2. pattern2
      1. use pip install git+https://github.com/ktanonymous/dummy_creator command.
2. You can use this generator with from dummy_creator import create_dummy script.
3. You will find dummy data in csv folder with this generator.

Example

Show very simple input file example below.

input_file.json

{
    "gender": {
        "number": 800,
        "label": {
            "1": "male",
            "2": "female"
        },
        "dist": "random",
        "weights": {
            "1": 6,
            "2": 4
        }
}

With this input file, you can create 800 dummy data of gender in the ratio of 6:4.
If you want to use this input file, for example, write script like below.

example.py

from dummy_creator import create_dummy

input_file = 'input_file.json'
create_dummy(input_file=input_file.json)

Dummy data will be created like below.

csv
  ┗ gender.csv

Kinds of distribution

Now, you can use distribution showed below.

• Normal probability distribution (Gauss distribution)
• Logarithmic normal distribution
• Uniform distribution
• Random choices with user-defined-weights