Metadata-Version: 2.1
Name: aml-pipeline
Version: 0.0.1
Summary: Azure Machine Learning Pipeline high level API
Home-page: https://github.com/zmyzheng/Azure-ML-Pipeline
Author: Mingyang Zheng
Author-email: zhengzmy@gmail.com
License: UNKNOWN
Description: # Azure-ML-Pipeline
        
        Azure Machine Learning Pipeline high level API
        
        
        This project defines a set of high level APIs to define and publish Machine Learning Pipeline from [Azure Machine Learning Service](https://docs.microsoft.com/en-us/azure/machine-learning/).
        
        Azure Machine Learning Service supports 2 types of pipelines:
        - Http triggered pipeline: expose a constant REST endpoint to be triggered by authenticated Http request
        - Schedule based pipeline: pipeline is triggered by a predefined time interval.
        
        
        ## Use the libary
        1. for Http triggered pipeline: inherent [HttpTriggeredPipeline](https://github.com/zmyzheng/Azure-ML-Pipeline/blob/main/zmyzheng/amlpipeline/HttpTriggeredPipeline.py) class and override two methods:registerDataStores() and definePipelineSteps() . Example: [HttpSklearnAzureFunctionPipeline.py](https://github.com/zmyzheng/Azure-ML-Pipeline/blob/main/examples/http_trigger_scikit_learn_train_azure_function_image_acr_model_hosting/HttpSklearnAzureFunctionPipeline.py)
        2. for schedule based pipeline: (developing)
        
        
        
        # Contribute to this repo
        ## Build locally
        
        ### Use conda (recommended)
        <code>
        conda create -p .env python=3.7
        
        conda activate ./.env
        
        .env/bin/pip install -r src/requirements.txt
        </code>
        
        
        
        ### Use pip
        <code>
        python3.6 -m venv .env
        
        source .env/bin/activate
        
        .env/bin/pip install -r src/requirements.txt
        </code>
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
