viper
Mimesis
| viper | Mimesis | |
|---|---|---|
| 1 | 3 | |
| 14 | 4,307 | |
| - | - | |
| 5.1 | 8.9 | |
| 4 months ago | 5 days ago | |
| Python | Python | |
| MIT License | MIT License |
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viper
Mimesis
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Mimesis allows you toeasily generate detailed dummy datasets.
Mimesis has well-structured and comprehensive documentation: https://mimesis.name
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Open source
P.S Here is a project I was talking about.
- Mimesis is a fake data generator that can be used in Data Science for generating dummy datasets.
What are some alternatives?
sketch - AI code-writing assistant that understands data content
faker - Faker is a Python package that generates fake data for you.
Prefect - The easiest way to build, run, and monitor data pipelines at scale.
fake2db - create custom test databases that are populated with fake data
airbyte - The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
radar
dython - A set of data tools in Python
callee - Argument matchers for unittest.mock
PyFunctional - Python library for creating data pipelines with chain functional programming
FauxFactory - Generates random data for your tests.
aiounittest - Test python asyncio-based code with ease.
pytest-fastapi-deps - This library allows you to easily replace FastAPI dependencies in your tests. Regular mocking techniques do not work due to the inner working of FastAPI.