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# coding: utf-8
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
"""
FILE: sample_authentication_v3_1.py
DESCRIPTION:
This sample demonstrates how to authenticate to the Form Recognizer service.
There are two supported methods of authentication:
1) Use a Form Recognizer API key with AzureKeyCredential from azure.core.credentials
2) Use a token credential from azure-identity to authenticate with Azure Active Directory
See more details about authentication here:
https://docs.microsoft.com/azure/cognitive-services/authentication
USAGE:
python sample_authentication_v3_1.py
Set the environment variables with your own values before running the sample:
1) AZURE_FORM_RECOGNIZER_ENDPOINT - the endpoint to your Form Recognizer resource.
2) AZURE_FORM_RECOGNIZER_KEY - your Form Recognizer API key
3) AZURE_CLIENT_ID - the client ID of your active directory application.
4) AZURE_TENANT_ID - the tenant ID of your active directory application.
5) AZURE_CLIENT_SECRET - the secret of your active directory application.
"""
import os
class AuthenticationSample(object):
url = "https://raw.githubusercontent.com/Azure/azure-sdk-for-python/main/sdk/formrecognizer/azure-ai-formrecognizer/tests/sample_forms/forms/Form_1.jpg"
def authentication_with_api_key_credential_form_recognizer_client(self):
# [START create_fr_client_with_key]
from azure.core.credentials import AzureKeyCredential
from azure.ai.formrecognizer import FormRecognizerClient
endpoint = os.environ["AZURE_FORM_RECOGNIZER_ENDPOINT"]
key = os.environ["AZURE_FORM_RECOGNIZER_KEY"]
form_recognizer_client = FormRecognizerClient(endpoint, AzureKeyCredential(key))
# [END create_fr_client_with_key]
poller = form_recognizer_client.begin_recognize_content_from_url(self.url)
result = poller.result()
def authentication_with_azure_active_directory_form_recognizer_client(self):
# [START create_fr_client_with_aad]
"""DefaultAzureCredential will use the values from these environment
variables: AZURE_CLIENT_ID, AZURE_TENANT_ID, AZURE_CLIENT_SECRET
"""
from azure.ai.formrecognizer import FormRecognizerClient
from azure.identity import DefaultAzureCredential
endpoint = os.environ["AZURE_FORM_RECOGNIZER_ENDPOINT"]
credential = DefaultAzureCredential()
form_recognizer_client = FormRecognizerClient(endpoint, credential)
# [END create_fr_client_with_aad]
poller = form_recognizer_client.begin_recognize_content_from_url(self.url)
result = poller.result()
def authentication_with_api_key_credential_form_training_client(self):
# [START create_ft_client_with_key]
from azure.core.credentials import AzureKeyCredential
from azure.ai.formrecognizer import FormTrainingClient
endpoint = os.environ["AZURE_FORM_RECOGNIZER_ENDPOINT"]
key = os.environ["AZURE_FORM_RECOGNIZER_KEY"]
form_training_client = FormTrainingClient(endpoint, AzureKeyCredential(key))
# [END create_ft_client_with_key]
properties = form_training_client.get_account_properties()
def authentication_with_azure_active_directory_form_training_client(self):
# [START create_ft_client_with_aad]
"""DefaultAzureCredential will use the values from these environment
variables: AZURE_CLIENT_ID, AZURE_TENANT_ID, AZURE_CLIENT_SECRET
"""
from azure.ai.formrecognizer import FormTrainingClient
from azure.identity import DefaultAzureCredential
endpoint = os.environ["AZURE_FORM_RECOGNIZER_ENDPOINT"]
credential = DefaultAzureCredential()
form_training_client = FormTrainingClient(endpoint, credential)
# [END create_ft_client_with_aad]
properties = form_training_client.get_account_properties()
if __name__ == '__main__':
sample = AuthenticationSample()
sample.authentication_with_api_key_credential_form_recognizer_client()
sample.authentication_with_azure_active_directory_form_recognizer_client()
sample.authentication_with_api_key_credential_form_training_client()
sample.authentication_with_azure_active_directory_form_training_client()
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