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# coding=utf-8
# ------------------------------------
# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.
# ------------------------------------
import pytest
import functools
from io import BytesIO
from datetime import date, time
from azure.core.exceptions import ClientAuthenticationError, ServiceRequestError, HttpResponseError
from azure.core.credentials import AzureKeyCredential
from azure.ai.formrecognizer._generated.models import AnalyzeOperationResult
from azure.ai.formrecognizer._response_handlers import prepare_prebuilt_models
from azure.ai.formrecognizer import FormRecognizerClient, FormContentType, FormRecognizerApiVersion
from testcase import FormRecognizerTest, GlobalFormRecognizerAccountPreparer
from testcase import GlobalClientPreparer as _GlobalClientPreparer
GlobalClientPreparer = functools.partial(_GlobalClientPreparer, FormRecognizerClient)
class TestBusinessCardFromUrl(FormRecognizerTest):
@GlobalFormRecognizerAccountPreparer()
def test_polling_interval(self, resource_group, location, form_recognizer_account, form_recognizer_account_key):
client = FormRecognizerClient(form_recognizer_account, AzureKeyCredential(form_recognizer_account_key), polling_interval=7)
self.assertEqual(client._client._config.polling_interval, 7)
poller = client.begin_recognize_business_cards_from_url(self.business_card_url_jpg, polling_interval=6)
poller.wait()
self.assertEqual(poller._polling_method._timeout, 6)
poller2 = client.begin_recognize_business_cards_from_url(self.business_card_url_jpg)
poller2.wait()
self.assertEqual(poller2._polling_method._timeout, 7) # goes back to client default
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_cards_encoded_url(self, client):
try:
poller = client.begin_recognize_business_cards_from_url("https://fakeuri.com/blank%20space")
except HttpResponseError as e:
self.assertIn("https://fakeuri.com/blank%20space", e.response.request.body)
@GlobalFormRecognizerAccountPreparer()
def test_business_card_url_bad_endpoint(self, resource_group, location, form_recognizer_account, form_recognizer_account_key):
with self.assertRaises(ServiceRequestError):
client = FormRecognizerClient("http://notreal.azure.com", AzureKeyCredential(form_recognizer_account_key))
poller = client.begin_recognize_business_cards_from_url(self.business_card_url_jpg)
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_authentication_successful_key(self, client):
poller = client.begin_recognize_business_cards_from_url(self.business_card_url_jpg)
result = poller.result()
@GlobalFormRecognizerAccountPreparer()
def test_authentication_bad_key(self, resource_group, location, form_recognizer_account, form_recognizer_account_key):
client = FormRecognizerClient(form_recognizer_account, AzureKeyCredential("xxxx"))
with self.assertRaises(ClientAuthenticationError):
poller = client.begin_recognize_business_cards_from_url(self.business_card_url_jpg)
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_card_bad_url(self, client):
with self.assertRaises(HttpResponseError):
poller = client.begin_recognize_business_cards_from_url("https://badurl.jpg")
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_card_url_pass_stream(self, client):
with open(self.business_card_png, "rb") as business_card:
with self.assertRaises(HttpResponseError):
poller = client.begin_recognize_business_cards_from_url(business_card)
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_card_url_transform_png(self, client):
responses = []
def callback(raw_response, _, headers):
analyze_result = client._deserialize(AnalyzeOperationResult, raw_response)
extracted_business_card = prepare_prebuilt_models(analyze_result)
responses.append(analyze_result)
responses.append(extracted_business_card)
poller = client.begin_recognize_business_cards_from_url(
business_card_url=self.business_card_url_png,
include_field_elements=True,
cls=callback
)
result = poller.result()
raw_response = responses[0]
returned_model = responses[1]
business_card = returned_model[0]
actual = raw_response.analyze_result.document_results[0].fields
read_results = raw_response.analyze_result.read_results
document_results = raw_response.analyze_result.document_results
self.assertFormFieldsTransformCorrect(business_card.fields, actual, read_results)
# check page range
self.assertEqual(business_card.page_range.first_page_number, document_results[0].page_range[0])
self.assertEqual(business_card.page_range.last_page_number, document_results[0].page_range[1])
# Check page metadata
self.assertFormPagesTransformCorrect(business_card.pages, read_results)
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_card_url_transform_jpg(self, client):
responses = []
def callback(raw_response, _, headers):
analyze_result = client._deserialize(AnalyzeOperationResult, raw_response)
extracted_business_card = prepare_prebuilt_models(analyze_result)
responses.append(analyze_result)
responses.append(extracted_business_card)
poller = client.begin_recognize_business_cards_from_url(
business_card_url=self.business_card_url_jpg,
include_field_elements=True,
cls=callback
)
result = poller.result()
raw_response = responses[0]
returned_model = responses[1]
business_card = returned_model[0]
actual = raw_response.analyze_result.document_results[0].fields
read_results = raw_response.analyze_result.read_results
document_results = raw_response.analyze_result.document_results
page_results = raw_response.analyze_result.page_results
self.assertFormFieldsTransformCorrect(business_card.fields, actual, read_results)
# check page range
self.assertEqual(business_card.page_range.first_page_number, document_results[0].page_range[0])
self.assertEqual(business_card.page_range.last_page_number, document_results[0].page_range[1])
# Check page metadata
self.assertFormPagesTransformCorrect(business_card.pages, read_results)
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_card_url_multipage_transform_pdf(self, client):
responses = []
def callback(raw_response, _, headers):
analyze_result = client._deserialize(AnalyzeOperationResult, raw_response)
extracted_business_card = prepare_prebuilt_models(analyze_result)
responses.append(analyze_result)
responses.append(extracted_business_card)
poller = client.begin_recognize_business_cards_from_url(
business_card_url=self.business_card_multipage_url_pdf,
include_field_elements=True,
cls=callback
)
result = poller.result()
raw_response = responses[0]
returned_model = responses[1]
read_results = raw_response.analyze_result.read_results
document_results = raw_response.analyze_result.document_results
page_results = raw_response.analyze_result.page_results
self.assertEqual(2, len(returned_model))
self.assertEqual(2, len(document_results))
for i in range(len(returned_model)):
business_card = returned_model[i]
actual = document_results[i]
self.assertFormFieldsTransformCorrect(business_card.fields, actual.fields, read_results)
self.assertEqual(i + 1, business_card.page_range.first_page_number)
self.assertEqual(i + 1, business_card.page_range.last_page_number)
# Check page metadata
self.assertFormPagesTransformCorrect(returned_model, read_results)
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_card_jpg(self, client):
poller = client.begin_recognize_business_cards_from_url(self.business_card_url_jpg)
result = poller.result()
self.assertEqual(len(result), 1)
business_card = result[0]
# check dict values
self.assertEqual(len(business_card.fields.get("ContactNames").value), 1)
self.assertEqual(business_card.fields.get("ContactNames").value[0].value_data.page_number, 1)
self.assertEqual(business_card.fields.get("ContactNames").value[0].value['FirstName'].value, 'Avery')
self.assertEqual(business_card.fields.get("ContactNames").value[0].value['LastName'].value, 'Smith')
self.assertEqual(len(business_card.fields.get("JobTitles").value), 1)
self.assertEqual(business_card.fields.get("JobTitles").value[0].value, "Senior Researcher")
self.assertEqual(len(business_card.fields.get("Departments").value), 1)
self.assertEqual(business_card.fields.get("Departments").value[0].value, "Cloud & Al Department")
self.assertEqual(len(business_card.fields.get("Emails").value), 1)
self.assertEqual(business_card.fields.get("Emails").value[0].value, "avery.smith@contoso.com")
self.assertEqual(len(business_card.fields.get("Websites").value), 1)
self.assertEqual(business_card.fields.get("Websites").value[0].value, "https://www.contoso.com/")
# FIXME: uncomment https://github.com/Azure/azure-sdk-for-python/issues/14300
# self.assertEqual(len(business_card.fields.get("MobilePhones").value), 1)
# self.assertEqual(business_card.fields.get("MobilePhones").value[0].value, "https://www.contoso.com/")
# self.assertEqual(len(business_card.fields.get("OtherPhones").value), 1)
# self.assertEqual(business_card.fields.get("OtherPhones").value[0].value, "https://www.contoso.com/")
# self.assertEqual(len(business_card.fields.get("Faxes").value), 1)
# self.assertEqual(business_card.fields.get("Faxes").value[0].value, "https://www.contoso.com/")
self.assertEqual(len(business_card.fields.get("Addresses").value), 1)
self.assertEqual(business_card.fields.get("Addresses").value[0].value, "2 Kingdom Street Paddington, London, W2 6BD")
self.assertEqual(len(business_card.fields.get("CompanyNames").value), 1)
self.assertEqual(business_card.fields.get("CompanyNames").value[0].value, "Contoso")
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_card_png(self, client):
poller = client.begin_recognize_business_cards_from_url(self.business_card_url_png)
result = poller.result()
self.assertEqual(len(result), 1)
business_card = result[0]
# check dict values
self.assertEqual(len(business_card.fields.get("ContactNames").value), 1)
self.assertEqual(business_card.fields.get("ContactNames").value[0].value_data.page_number, 1)
self.assertEqual(business_card.fields.get("ContactNames").value[0].value['FirstName'].value, 'Avery')
self.assertEqual(business_card.fields.get("ContactNames").value[0].value['LastName'].value, 'Smith')
self.assertEqual(len(business_card.fields.get("JobTitles").value), 1)
self.assertEqual(business_card.fields.get("JobTitles").value[0].value, "Senior Researcher")
self.assertEqual(len(business_card.fields.get("Departments").value), 1)
self.assertEqual(business_card.fields.get("Departments").value[0].value, "Cloud & Al Department")
self.assertEqual(len(business_card.fields.get("Emails").value), 1)
self.assertEqual(business_card.fields.get("Emails").value[0].value, "avery.smith@contoso.com")
self.assertEqual(len(business_card.fields.get("Websites").value), 1)
self.assertEqual(business_card.fields.get("Websites").value[0].value, "https://www.contoso.com/")
# FIXME: uncomment https://github.com/Azure/azure-sdk-for-python/issues/14300
# self.assertEqual(len(business_card.fields.get("MobilePhones").value), 1)
# self.assertEqual(business_card.fields.get("MobilePhones").value[0].value, "https://www.contoso.com/")
# self.assertEqual(len(business_card.fields.get("OtherPhones").value), 1)
# self.assertEqual(business_card.fields.get("OtherPhones").value[0].value, "https://www.contoso.com/")
# self.assertEqual(len(business_card.fields.get("Faxes").value), 1)
# self.assertEqual(business_card.fields.get("Faxes").value[0].value, "https://www.contoso.com/")
self.assertEqual(len(business_card.fields.get("Addresses").value), 1)
self.assertEqual(business_card.fields.get("Addresses").value[0].value, "2 Kingdom Street Paddington, London, W2 6BD")
self.assertEqual(len(business_card.fields.get("CompanyNames").value), 1)
self.assertEqual(business_card.fields.get("CompanyNames").value[0].value, "Contoso")
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_card_multipage_pdf(self, client):
poller = client.begin_recognize_business_cards_from_url(self.business_card_multipage_url_pdf, include_field_elements=True)
result = poller.result()
self.assertEqual(len(result), 2)
business_card = result[0]
self.assertEqual(len(business_card.fields.get("ContactNames").value), 1)
self.assertEqual(business_card.fields.get("ContactNames").value[0].value_data.page_number, 1)
self.assertEqual(business_card.fields.get("ContactNames").value[0].value['FirstName'].value, 'JOHN')
self.assertEqual(business_card.fields.get("ContactNames").value[0].value['LastName'].value, 'SINGER')
self.assertEqual(len(business_card.fields.get("JobTitles").value), 1)
self.assertEqual(business_card.fields.get("JobTitles").value[0].value, "Software Engineer")
self.assertEqual(len(business_card.fields.get("Emails").value), 1)
self.assertEqual(business_card.fields.get("Emails").value[0].value, "johnsinger@contoso.com")
self.assertEqual(len(business_card.fields.get("Websites").value), 1)
self.assertEqual(business_card.fields.get("Websites").value[0].value, "https://www.contoso.com")
# FIXME: uncomment https://github.com/Azure/azure-sdk-for-python/issues/14300
# self.assertEqual(len(business_card.fields.get("OtherPhones").value), 1)
# self.assertEqual(business_card.fields.get("OtherPhones").value[0].value, "https://www.contoso.com/")
business_card = result[1]
self.assertEqual(len(business_card.fields.get("ContactNames").value), 1)
self.assertEqual(business_card.fields.get("ContactNames").value[0].value_data.page_number, 2)
self.assertEqual(business_card.fields.get("ContactNames").value[0].value['FirstName'].value, 'Avery')
self.assertEqual(business_card.fields.get("ContactNames").value[0].value['LastName'].value, 'Smith')
self.assertEqual(len(business_card.fields.get("JobTitles").value), 1)
self.assertEqual(business_card.fields.get("JobTitles").value[0].value, "Senior Researcher")
self.assertEqual(len(business_card.fields.get("Departments").value), 1)
self.assertEqual(business_card.fields.get("Departments").value[0].value, "Cloud & Al Department")
self.assertEqual(len(business_card.fields.get("Emails").value), 1)
self.assertEqual(business_card.fields.get("Emails").value[0].value, "avery.smith@contoso.com")
self.assertEqual(len(business_card.fields.get("Websites").value), 1)
self.assertEqual(business_card.fields.get("Websites").value[0].value, "https://www.contoso.com/")
# FIXME: uncomment https://github.com/Azure/azure-sdk-for-python/issues/14300
# self.assertEqual(len(business_card.fields.get("MobilePhones").value), 1)
# self.assertEqual(business_card.fields.get("MobilePhones").value[0].value, "https://www.contoso.com/")
# self.assertEqual(len(business_card.fields.get("OtherPhones").value), 1)
# self.assertEqual(business_card.fields.get("OtherPhones").value[0].value, "https://www.contoso.com/")
# self.assertEqual(len(business_card.fields.get("Faxes").value), 1)
# self.assertEqual(business_card.fields.get("Faxes").value[0].value, "https://www.contoso.com/")
self.assertEqual(len(business_card.fields.get("Addresses").value), 1)
self.assertEqual(business_card.fields.get("Addresses").value[0].value, "2 Kingdom Street Paddington, London, W2 6BD")
self.assertEqual(len(business_card.fields.get("CompanyNames").value), 1)
self.assertEqual(business_card.fields.get("CompanyNames").value[0].value, "Contoso")
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_card_jpg_include_field_elements(self, client):
poller = client.begin_recognize_business_cards_from_url(self.business_card_url_jpg, include_field_elements=True)
result = poller.result()
self.assertEqual(len(result), 1)
business_card = result[0]
self.assertFormPagesHasValues(business_card.pages)
for name, field in business_card.fields.items():
for f in field.value:
self.assertFieldElementsHasValues(f.value_data.field_elements, business_card.page_range.first_page_number)
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
@pytest.mark.live_test_only
def test_business_card_continuation_token(self, client):
initial_poller = client.begin_recognize_business_cards_from_url(self.business_card_url_jpg)
cont_token = initial_poller.continuation_token()
poller = client.begin_recognize_business_cards_from_url(None, continuation_token=cont_token)
result = poller.result()
self.assertIsNotNone(result)
initial_poller.wait() # necessary so azure-devtools doesn't throw assertion error
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer(client_kwargs={"api_version": FormRecognizerApiVersion.V2_0})
def test_business_card_v2(self, client):
with pytest.raises(ValueError) as e:
client.begin_recognize_business_cards_from_url(self.business_card_url_jpg)
assert "Method 'begin_recognize_business_cards_from_url' is only available for API version V2_1_PREVIEW and up" in str(e.value)
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_card_locale_specified(self, client):
poller = client.begin_recognize_business_cards_from_url(self.business_card_url_jpg, locale="en-IN")
assert 'en-IN' == poller._polling_method._initial_response.http_response.request.query['locale']
poller.wait()
@GlobalFormRecognizerAccountPreparer()
@GlobalClientPreparer()
def test_business_card_locale_error(self, client):
with pytest.raises(HttpResponseError) as e:
client.begin_recognize_business_cards_from_url(self.business_card_url_jpg, locale="not a locale")
assert "locale" in e.value.error.message
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