Metadata-Version: 2.1
Name: batcat
Version: 0.2.43
Summary: BatCat, A Cat Looks Like A Bat.
Home-page: https://github.com/Ewen2015/BatCat
Author: Ewen Wang
Author-email: wolfgangwong2012@gmail.com
License: Apache License 2.0
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3.9
License-File: LICENSE
Requires-Dist: pandas
Requires-Dist: boto3 (==1.18.57)
Requires-Dist: botocore (==1.21.57)
Requires-Dist: protobuf (==3.19.5)
Requires-Dist: awscli (==1.20.57)
Requires-Dist: requests (==2.31.0)
Requires-Dist: sagemaker (==2.59.8)
Requires-Dist: stepfunctions (==2.2.0)
Requires-Dist: sagemaker-experiments (==0.1.35)
Requires-Dist: pyathena (==2.3.0)
Requires-Dist: redshift-connector (==2.0.888)
Requires-Dist: sqlalchemy (==1.3.23)
Requires-Dist: psycopg2-binary (==2.9.1)
Requires-Dist: joblib (==1.2.0)


##############################
BatCat, A Cat with A Bat Face!
##############################

😸😹😺😻😼😽😾😿🙀🐱

BatCat is designed to help data scientists to practice machine learning operations (MLOps) on Amazon Web Services (AWS). 

Services of AWS covered:
- AWS Lambda: a serverless, event-driven compute service
- AWS S3 (Simple Storage Service): provides object storage service
- Amazon Athena: a serverless, interactive query service on S3
- Amazon Redshift: a data warehouse product

Philosophy of BatCat's MLOps
============================

**BatCat** is designed to make the data scientist's life easier when practicing **machine learning operations (MLOps)** on **Amazon Web Services (AWS)**.

Services of AWS included:

1. **AWS Lambda**: a serverless, event-driven compute service
2. **AWS S3 (Simple Storage Service)**: provides object storage service
3. **Amazon Athena**: a serverless, interactive query service on S3
4. **Amazon Redshift**: a data warehouse product
5. **Amazon SageMaker**: a cloud machine-learning platform that enables developers to create, train, and deploy machine-learning models in the cloud.
6. **Elastic Container Registry (ECR)**: is a fully managed Docker container registry that makes it easy to store, share, and deploy container images.
7. **AWS Step Functions**: a low-code, visual workflow service that developers use to build distributed applications, automate IT and business processes, and build data and machine learning pipelines using AWS services.
8. **Secrets Manager**: is a secure and convenient storage system for API keys, passwords, certificates, and other sensitive data.

Install
=======

.. code-block:: python

    pip install batcat


Story of the BatCat
===================

The package names after a cat of my friend, Clara. 

.. image:: https://raw.githubusercontent.com/Ewen2015/BatCat/master/BatCat.jpeg
    :width: 600
    :align: center

License
=======

BatCat is licensed under the MIT License. © Contributors, 2023.
