frame-fixtures
Mimesis
| frame-fixtures | Mimesis | |
|---|---|---|
| 1 | 3 | |
| 7 | 4,307 | |
| - | - | |
| 0.0 | 8.9 | |
| about 1 year ago | 3 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
frame-fixtures
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The Performance Advantage of No-Copy DataFrame Operations
To compare performance, we will use the FrameFixtures library to create two DataFrames of 10,000 rows by 1,000 columns of heterogeneous types. For both we can convert the StaticFrame Frame into a Pandas DataFrame.
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?
faker - Faker is a Python package that generates fake data for you.
fake2db - create custom test databases that are populated with fake data
radar
FauxFactory - Generates random data for your tests.
callee - Argument matchers for unittest.mock
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.
Selenium Wire - Extends Selenium's Python bindings to give you the ability to inspect requests made by the browser.
Schemathesis - Automate your API Testing: catch crashes, validate specs, and save time
picka - pip install picka - Picka is a python based data generation and randomization module which aims to increase coverage by increasing the amount of tests you _dont_ have to write by hand.
mqtt-explorer - MQTT Explorer - MQTT Subscriber client to explore topic hierarchies
RedExpect - Automate SSH in python easily!