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Merge pull request #47 from Azure-Samples/kaihuis-cognitiveservices-samples
add cognitiveservices samples
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samples/cognitiveservices/README.md

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---
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page_type: sample
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languages:
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- python
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products:
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- azure
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description: "These code samples will show you how to manage Cognitive Services using Azure SDK for Python."
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urlFragment: cognitiveservices
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---
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# Getting started - Managing Cognitive Services using Azure Python SDK
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These code samples will show you how to manage Cognitive Services using Azure SDK for Python.
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## Features
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This project framework provides examples for the following services:
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### Storage
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* Using the Azure SDK for Python - Cognitive Services Manamgement Library [azure-mgmt-cognitiveservices](https://pypi.org/project/azure-mgmt-cognitiveservices/) for the [Cognitive Services API](https://docs.microsoft.com/en-us/rest/api/cognitiveservices/)
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## Getting Started
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### Prerequisites
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1. Before we run the samples, we need to make sure we have setup the credentials. Follow the instructions in [register a new application using Azure portal](https://docs.microsoft.com/en-us/azure/active-directory/develop/howto-create-service-principal-portal) to obtain `subscription id`,`client id`,`client secret`, and `application id`
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2. Store your credentials an environment variables.
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For example, in Linux-based OS, you can do
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```bash
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export AZURE_TENANT_ID="xxx"
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export AZURE_CLIENT_ID="xxx"
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export AZURE_CLIENT_SECRET="xxx"
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export SUBSCRIPTION_ID="xxx"
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```
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### Installation
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1. If you don't already have it, [install Python](https://www.python.org/downloads/).
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This sample (and the SDK) is compatible with Python 2.7, 3.3, 3.4, 3.5 and 3.6.
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2. General recommendation for Python development is to use a Virtual Environment.
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For more information, see https://docs.python.org/3/tutorial/venv.html
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Install and initialize the virtual environment with the "venv" module on Python 3 (you must install [virtualenv](https://pypi.python.org/pypi/virtualenv) for Python 2.7):
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```
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python -m venv mytestenv # Might be "python3" or "py -3.6" depending on your Python installation
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cd mytestenv
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source bin/activate # Linux shell (Bash, ZSH, etc.) only
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./scripts/activate # PowerShell only
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./scripts/activate.bat # Windows CMD only
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```
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### Quickstart
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1. Clone the repository.
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```
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git clone https://github.com/Azure-Samples/azure-samples-python-management.git
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```
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2. Install the dependencies using pip.
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```
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cd azure-samples-python-management/samples/cognitiveservices
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pip install -r requirements.txt
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```
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## Demo
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A demo app is included to show how to use the project.
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To run the complete demo, execute `python example.py`
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To run each individual demo, point directly to the file. For example (i.e. not complete list):
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1. `python manage_account.py`
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Each file is a separate code sample that no dependency on other files. You can look at whichever code sample you're interested in
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## Resources
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- https://github.com/Azure/azure-sdk-for-python
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# --------------------------------------------------------------------------
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# Copyright (c) Microsoft Corporation. All rights reserved.
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# Licensed under the MIT License. See License.txt in the project root for
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# license information.
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# --------------------------------------------------------------------------
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import os
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from azure.identity import DefaultAzureCredential
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from azure.mgmt.cognitiveservices import CognitiveServicesManagementClient
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from azure.mgmt.resource import ResourceManagementClient
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def main():
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SUBSCRIPTION_ID = os.environ.get("SUBSCRIPTION_ID", None)
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GROUP_NAME = "testgroupx"
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ACCOUNT = "accountxxyyzz"
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# Create client
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# # For other authentication approaches, please see: https://pypi.org/project/azure-identity/
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resource_client = ResourceManagementClient(
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credential=DefaultAzureCredential(),
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subscription_id=SUBSCRIPTION_ID
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)
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cognitiveservices_client = CognitiveServicesManagementClient(
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credential=DefaultAzureCredential(),
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subscription_id=SUBSCRIPTION_ID
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)
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# Create resource group
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resource_client.resource_groups.create_or_update(
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GROUP_NAME,
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{"location": "eastus"}
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)
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# Create account
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account = cognitiveservices_client.accounts.create(
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GROUP_NAME,
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ACCOUNT,
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{
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"location": "West US",
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"kind": "CognitiveServices",
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"sku": {
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"name": "S0"
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},
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"identity": {
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"type": "SystemAssigned"
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}
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}
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)
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print("Create account:\n{}".format(account))
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# Get account
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account = cognitiveservices_client.accounts.get_properties(
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GROUP_NAME,
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ACCOUNT
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)
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print("Get account:\n{}".format(account))
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# Update account
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account = cognitiveservices_client.accounts.update(
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GROUP_NAME,
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ACCOUNT,
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{
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"location": "West US",
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"kind": "CognitiveServices",
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"sku": {
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"name": "S0"
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},
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"identity": {
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"type": "SystemAssigned"
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}
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}
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)
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print("Update account:\n{}".format(account))
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# Delete account
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account = cognitiveservices_client.accounts.delete(
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GROUP_NAME,
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ACCOUNT
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)
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print("Delete account.\n")
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# Delete Group
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resource_client.resource_groups.begin_delete(
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GROUP_NAME
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).result()
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if __name__ == "__main__":
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main()
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azure-identity
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azure-mgmt-cognitiveserivces==11.0.0b1
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azure-mgmt-resource==15.0.0

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