Metadata-Version: 2.1
Name: google-cloud-automl
Version: 1.0.1
Summary: Cloud AutoML API client library
Home-page: https://github.com/googleapis/python-automl
Author: Google LLC
Author-email: googleapis-packages@oogle.com
License: Apache 2.0
Description: Python Client for Cloud AutoML API
        ==================================
        
        |ga| |pypi| |versions| 
        
        The `Cloud AutoML API`_ is a suite of machine learning products that enables
        developers with limited machine learning expertise to train high-quality models
        specific to their business needs, by leveraging Google’s state-of-the-art
        transfer learning, and Neural Architecture Search technology.
        
        - `Client Library Documentation`_
        - `Product Documentation`_
        
        .. |ga| image:: https://img.shields.io/badge/support-ga-gold.svg
           :target: https://github.com/googleapis/google-cloud-python/blob/master/README.rst#ga-support
        .. |pypi| image:: https://img.shields.io/pypi/v/google-cloud-automl.svg
           :target: https://pypi.org/project/google-cloud-automl/
        .. |versions| image:: https://img.shields.io/pypi/pyversions/google-cloud-automl.svg
           :target: https://pypi.org/project/google-cloud-automl/
        .. _Cloud AutoML API: https://cloud.google.com/automl
        .. _Client Library Documentation: https://googleapis.dev/python/automl/latest
        .. _Product Documentation:  https://cloud.google.com/automl
        
        Quick Start
        -----------
        
        In order to use this library, you first need to go through the following steps:
        
        1. `Select or create a Cloud Platform project.`_
        2. `Enable billing for your project.`_
        3. `Enable the Cloud AutoML API.`_
        4. `Setup Authentication.`_
        
        .. _Select or create a Cloud Platform project.: https://console.cloud.google.com/project
        .. _Enable billing for your project.: https://cloud.google.com/billing/docs/how-to/modify-project#enable_billing_for_a_project
        .. _Enable the Cloud AutoML API.:  https://cloud.google.com/automl
        .. _Setup Authentication.: https://googleapis.dev/python/google-api-core/latest/auth.html
        
        Installation
        ~~~~~~~~~~~~
        
        Install this library in a `virtualenv`_ using pip. `virtualenv`_ is a tool to
        create isolated Python environments. The basic problem it addresses is one of
        dependencies and versions, and indirectly permissions.
        
        With `virtualenv`_, it's possible to install this library without needing system
        install permissions, and without clashing with the installed system
        dependencies.
        
        .. _`virtualenv`: https://virtualenv.pypa.io/en/latest/
        
        
        Supported Python Versions
        ^^^^^^^^^^^^^^^^^^^^^^^^^
        Python >= 3.5
        
        Deprecated Python Versions
        ^^^^^^^^^^^^^^^^^^^^^^^^^^
        Python == 2.7. Python 2.7 support will be removed on January 1, 2020.
        
        
        Mac/Linux
        ^^^^^^^^^
        
        .. code-block:: console
        
            pip install virtualenv
            virtualenv <your-env>
            source <your-env>/bin/activate
            <your-env>/bin/pip install google-cloud-automl
        
        
        Windows
        ^^^^^^^
        
        .. code-block:: console
        
            pip install virtualenv
            virtualenv <your-env>
            <your-env>\Scripts\activate
            <your-env>\Scripts\pip.exe install google-cloud-automl
        
        Example Usage
        ~~~~~~~~~~~~~
        
        .. code-block:: python
        
           from google.cloud.automl_v1beta1 import PredictionServiceClient
        
           client = PredictionServiceClient()
           model_path = client.model_path('my-project-123', 'us-central', 'model-name')
           payload = {...}
           params = {'foo': 1}
           response = client.predict(model_path, payload, params=params)
        
        Next Steps
        ~~~~~~~~~~
        
        -  Read the `Client Library Documentation`_ for Cloud AutoML API
           API to see other available methods on the client.
        -  Read the `Product documentation`_ to learn
           more about the product and see How-to Guides.
        
        Making & Testing Local Changes
        ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
        
        If you want to make changes to this library, here is how to set up your
        development environment:
        
        1. Make sure you have `virtualenv`_ installed and activated as shown above.
        2. Run the following one-time setup (it will be persisted in your virtualenv):
        
           .. code-block:: console
        
               pip install -r ../docs/requirements.txt
               pip install -U nox mock pytest
        
        3. If you want to run all tests, you will need a billing-enabled 
           `GCP project`_, and a `service account`_ with access to the AutoML APIs.
           Note: the first time the tests run in a new project it will take a _long_
           time, on the order of 2-3 hours. This is one-time setup that will be skipped
           in future runs.
        
        .. _service account: https://cloud.google.com/iam/docs/creating-managing-service-accounts
        .. _GCP project: https://cloud.google.com/resource-manager/docs/creating-managing-projects
        
        .. code-block:: console
        
            export PROJECT_ID=<project-id> GOOGLE_APPLICATION_CREDENTIALS=</path/to/creds.json>
            nox
        
        
Platform: Posix; MacOS X; Windows
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Operating System :: OS Independent
Classifier: Topic :: Internet
Requires-Python: >=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*
Provides-Extra: pandas
Provides-Extra: storage
