mimesis

Mimesis: Fake Data Generator.

62 个版本 Python >=3.10

安装

pip install mimesis

poetry add mimesis

pipenv install mimesis

conda install mimesis

描述

Mimesis: The Fake Data Generator

Documentation: https://mimesis.name/

Mimesis (/mɪˈmiːsɪs) is a robust data generator for Python that can produce a wide range of fake data in various languages.

The key features are:

Multilingual: Supports 46 different locales.
Extensibility: Supports custom data providers and custom field handlers.
Ease of use: Features a simple design and clear documentation for straightforward data generation.
Performance: Widely recognized as the fastest data generator among Python solutions.
Data variety: Includes various data providers designed for different use cases.
Schema-based generators: Offers schema-based data generators to effortlessly produce data of any complexity.
Relational data: Supports generating relational data with references between schemas for complex data structures.
Intuitive: Great editor support. Fully typed, thus autocompletion almost everywhere.

Installation

[!IMPORTANT] To work with Mimesis on Python versions 3.8 and 3.9, the final compatible version is Mimesis 11.1.0. Install this specific version to ensure compatibility.

[!WARNING] Starting from version 19.0.0, Mimesis has dropped support for builtin providers.

To install mimesis, use pip:

~ pip install mimesis

Documentation

You can find the complete documentation on the Read the Docs.

It is divided into several sections:

You can improve it by sending pull requests to this repository.

Usage

The library is exceptionally user-friendly, and it only requires you to import a Data Provider object that corresponds to the desired data type.

For instance, the Person provider can be imported to access personal information, including name, surname, email, and other related fields:

from mimesis import Person
from mimesis.locales import Locale

person = Person(Locale.EN)

person.full_name()
# Output: 'Brande Sears'

person.email(domains=['example.com'])
# Output: 'roccelline1878@example.com'

person.email(domains=['mimesis.name'], unique=True)
# Output: 'f272a05d39ec46fdac5be4ac7be45f3f@mimesis.name'

person.telephone(mask='1-4##-8##-5##3')
# Output: '1-436-896-5213'

License

Mimesis is licensed under the MIT License. See LICENSE for more information.

分类

Development Status :: 5 - Production/Stable Intended Audience :: Developers License :: OSI Approved :: MIT License Operating System :: OS Independent Programming Language :: Python Programming Language :: Python :: 3 Programming Language :: Python :: 3 :: Only Programming Language :: Python :: 3.10 Programming Language :: Python :: 3.11 Programming Language :: Python :: 3.12 Programming Language :: Python :: 3.13 Programming Language :: Python :: 3.14 Programming Language :: Python :: Implementation :: CPython Programming Language :: Python :: Implementation :: PyPy Topic :: Software Development Topic :: Software Development :: Testing Topic :: Utilities

版本列表

19.1.0 2026-01-11

19.0.0 2025-12-28

18.0.0 2024-09-13

17.0.0 2024-06-01

16.0.0 2024-04-04

15.1.0 2024-02-27

15.0.0 2024-02-27

14.0.0 2024-01-31

13.1.0 2024-01-24

13.0.0 2024-01-19

12.1.1 2024-01-17

12.1.0 2024-01-07

12.0.0 2024-01-07

11.1.0 2023-08-19

11.0.0 2023-08-19

10.2.1 2023-08-06

10.2.0 2023-08-06

10.1.0 2023-05-26

10.0.0 2023-05-20

9.0.0 2023-04-30

8.0.0 2023-04-16

7.1.0 2023-04-06

7.0.0 2022-12-17

6.1.1 2022-10-02

6.1.0 2022-10-01

6.0.0 2022-08-08

5.6.1 2022-08-06

5.6.0 2022-08-06

5.5.0 2022-06-22

5.4.0 2022-05-22

5.3.0 2022-01-25

5.2.1 2021-12-11

5.1.1 2021-12-11

5.1.0 2021-11-05

5.0.0 2021-10-29

4.1.3 2020-12-21

4.1.2 2020-08-29

4.1.1 2020-08-16

4.1.0 2020-08-16

4.0.0 2020-02-09

3.3.0 2019-07-31

3.2.0 2019-05-18

3.1.0 2019-02-02

3.0.0 2018-12-15

2.1.0 2018-06-17

2.0.1 2018-04-01

2.0.0 2018-02-09

1.0.5 2018-01-19

1.0.4 2018-01-03

1.0.3 2017-12-20

1.0.2 2017-12-16

1.0.1 2017-12-04

1.0.0 2017-12-03

0.0.10 2017-10-05

0.0.9 2017-09-25

0.0.8 2017-09-21

0.0.7 2017-09-09

0.0.6 2017-09-09

0.0.5 2017-08-17

0.0.4 2017-08-09

0.0.3 2017-07-15

0.0.2 2017-07-15