LíkiðWhat is Mimesis?
It is a high-performance fake data generator for Python, which provides data for a variety of purposes in a variety of languages. The fake data could be used to populate a testing database, create fake API endpoints, create JSON and XML files of arbitrary structure, anonymize data taken from production and etc.
Mimesis is a tool in the Databases category of a tech stack.
Key Features
Easy: Designed to be easy to use and learnMultilingual: Supports data for a lot of languagesPerformance: The fastest data generator available for PythonData variety: Supports a lot of data providers for a variety of purposesCountry-specific data providers: Provides data specific only for some countriesExtensibility: You can create your own data providers and use them with MimesisGeneric data provider: The simplified access to all the providers from a single objectZero hard dependencies: Does not require any modules other than the Python standard librarySchema-based generators: Provides an easy mechanism to generate data by the schema of any complexity
Mimesis Pros & Cons
Pros of Mimesis
No pros listed yet.
Cons of Mimesis
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Mimesis Alternatives & Comparisons
What are some alternatives to Mimesis?
Slick
It is a modern database query and access library for Scala. It allows you to work with stored data almost as if you were using Scala collections while at the same time giving you full control over when a database access happens and which data is transferred.
Spring Data
It makes it easy to use data access technologies, relational and non-relational databases, map-reduce frameworks, and cloud-based data services. This is an umbrella project which contains many subprojects that are specific to a given database.
Dataform
Dataform helps you manage all data processes in your cloud data warehouse. Publish tables, write data tests and automate complex SQL workflows in a few minutes, so you can spend more time on analytics and less time managing infrastructure.
