def test_authentication_bad_key(self, formrecognizer_test_endpoint,
formrecognizer_test_api_key):
client = FormRecognizerClient(formrecognizer_test_endpoint,
AzureKeyCredential("xxxx"))
with self.assertRaises(ClientAuthenticationError):
poller = client.begin_recognize_id_documents(
b"xx", content_type="image/jpeg")
def recognize_id_documents(self):
path_to_sample_forms = os.path.abspath(
os.path.join(os.path.abspath(__file__), "..",
"./sample_forms/id_documents/license.jpg"))
# [START recognize_id_documents]
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=endpoint, credential=AzureKeyCredential(key))
with open(path_to_sample_forms, "rb") as f:
poller = form_recognizer_client.begin_recognize_id_documents(
id_document=f)
id_documents = poller.result()
for idx, id_document in enumerate(id_documents):
print("--------Recognizing ID document #{}--------".format(idx +
1))
first_name = id_document.fields.get("FirstName")
if first_name:
print("First Name: {} has confidence: {}".format(
first_name.value, first_name.confidence))
last_name = id_document.fields.get("LastName")
if last_name:
print("Last Name: {} has confidence: {}".format(
last_name.value, last_name.confidence))
document_number = id_document.fields.get("DocumentNumber")
if document_number:
print("Document Number: {} has confidence: {}".format(
document_number.value, document_number.confidence))
dob = id_document.fields.get("DateOfBirth")
if dob:
print("Date of Birth: {} has confidence: {}".format(
dob.value, dob.confidence))
doe = id_document.fields.get("DateOfExpiration")
if doe:
print("Date of Expiration: {} has confidence: {}".format(
doe.value, doe.confidence))
sex = id_document.fields.get("Sex")
if sex:
print("Sex: {} has confidence: {}".format(
sex.value, sex.confidence))
address = id_document.fields.get("Address")
if address:
print("Address: {} has confidence: {}".format(
address.value, address.confidence))
country = id_document.fields.get("Country")
if country:
print("Country: {} has confidence: {}".format(
country.value, country.confidence))
region = id_document.fields.get("Region")
if region:
print("Region: {} has confidence: {}".format(
region.value, region.confidence))
def test_id_document_bad_endpoint(self, formrecognizer_test_endpoint,
formrecognizer_test_api_key):
with open(self.id_document_jpg, "rb") as fd:
myfile = fd.read()
with self.assertRaises(ServiceRequestError):
client = FormRecognizerClient(
"http://notreal.azure.com",
AzureKeyCredential(formrecognizer_test_api_key))
poller = client.begin_recognize_id_documents(myfile)
# </snippet_manage_getmodel>
# <snippet_manage_delete>
form_training_client.delete_model(model_id=custom_model.model_id)
try:
form_training_client.get_custom_model(model_id=custom_model.model_id)
except ResourceNotFoundError:
print("Successfully deleted model with id {}".format(
custom_model.model_id))
# </snippet_manage_delete>
# <snippet_id>
idURL = "https://raw.githubusercontent.com/Azure-Samples/cognitive-services-REST-api-samples/master/curl/form-recognizer/id-license.jpg"
poller = form_recognizer_client.begin_recognize_id_documents(idURL)
id_documents = poller.result()
for idx, id_document in enumerate(id_documents):
print("--------Recognizing ID document #{}--------".format(idx + 1))
first_name = id_document.fields.get("FirstName")
if first_name:
print("First Name: {} has confidence: {}".format(
first_name.value, first_name.confidence))
last_name = id_document.fields.get("LastName")
if last_name:
print("Last Name: {} has confidence: {}".format(
last_name.value, last_name.confidence))
document_number = id_document.fields.get("DocumentNumber")
if document_number:
print("Document Number: {} has confidence: {}".format(
