Metadata-Version: 2.1
Name: mabel
Version: 0.4.7
Summary: Python Data Libraries
Home-page: https://github.com/joocer/mabel/
Maintainer: Joocer
License: UNKNOWN
Description: <img align="centre" alt="overlapping arrows" height="92" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/mabel.svg" />
        
        **mabel** is a platform for authoring data processing systems.
        
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        ## What are its Key Features
        
        -  Programatically define data pipelines
        -  Treats datasets as immutable
        -  On-the-fly compression
        -  Automatic version tracking of processing operations
        -  Trace messages through the pipeline (random sampling)
        -  Automatic retry of failed operations
        -  Low-memory requirements, even with Tb of data
        
        ## Where Can I Find Documentation
        
        See the [wiki](https://github.com/joocer/mabel/wiki)
        
        ## How Do I Get It?
        
        From PyPI (recommended)
        ~~~
        pip install --upgrade mabel
        ~~~
        From GitHub
        ~~~
        pip install --upgrade git+https://github.com/joocer/mabel
        ~~~
        
        ## What Dependencies does mabel Have?
        
        -  **[UltraJSON](https://github.com/ultrajson/ultrajson)** (AKA `ujson`) is used where `orjson` is not available. `orjson` is the preferred JSON library but is not available on all platforms and environments so `ujson` is a dependency to ensure a performant JSON library with broad support is available.  
        -  **[dateutil](https://dateutil.readthedocs.io/en/stable/)** is used to convert dates received as strings
        -  **[zstandard](https://github.com/indygreg/python-zstandard)** is used for real-time compression
        -  **[mmh3](https://github.com/hajimes/mmh3)** is used for non-cryptographic hashing
        -  **[bitarray](https://github.com/ilanschnell/bitarray)** is used for compacting data
        
        There are a number of optional dependencies which are usually only required for specific features and functionality. These are listed in the [requirements-test.txt](https://github.com/joocer/mabel/blob/main/requirements-test.txt) file which is used for testing. The key exception is `orjson` which is the preferred JSON library but not available on all platforms.
        
        ## Can I Contribute?
        
        Want to help build mabel? See the [contribution guidance](https://github.com/joocer/mabel/blob/main/CONTRIBUTING.md)
        
        ## What Platforms Does mabel Support?
        
        mabel comes with adapters for the following services, or is tested to run on the following platforms:
        
        | | Service | Support
        |-- |-- |-- 
        | <img align="centre" alt="GCP Storage" height="48" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/gcs-logo.png" /> | Google Cloud Storage |  Read/Write
        | <img align="centre" alt="MinIo" height="48" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/minio-logo.png" /> | MinIO | Read/Write
        | <img align="centre" alt="AWS S3" height="48" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/s3-logo.png" /> | S3 | Read/Write
        | <img align="centre" alt="MongoDB" height="48" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/mongodb-logo.png" /> | MongoDB | Read Only
        | <img align="centre" alt="MQTT" height="48" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/mqtt-logo.png" /> | MQTT | Read Only
        | <img align="centre" alt="Docker" height="48" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/docker-logo.png" /> | Docker | Hosting
        | <img align="centre" alt="Kubernetes" height="48" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/kubernetes-logo.svg" /> | Kubernetes | Hosting
        | <img align="centre" alt="Raspberry Pi" height="48" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/raspberry-pi-logo.svg" /> | Raspberry Pi | Hosting (<img align="centre" alt="Notice" height="16" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/note.svg" />1)
        
        Linux, MacOS and Windows (<img align="centre" alt="Notice" height="16" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/note.svg" />2) also supported.
        
        Adapters for other data services can be written. 
        
        <img align="centre" alt="Notice" height="16" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/note.svg" />1 - Raspbian fully functional with `ujson`  
        <img align="centre" alt="Notice" height="16" src="https://raw.githubusercontent.com/joocer/mabel/main/icons/note.svg" />2 - Multi-Processing not available on Windows
        
        ## License
        [Apache 2.0](LICENSE)
Platform: UNKNOWN
Description-Content-Type: text/markdown
