def test_custom_form_empty_model_id(self, formrecognizer_test_endpoint,
formrecognizer_test_api_key):
client = FormRecognizerClient(
formrecognizer_test_endpoint,
AzureKeyCredential(formrecognizer_test_api_key))
with self.assertRaises(ValueError):
client.begin_recognize_custom_forms_from_url(
model_id="", form_url="https://badurl.jpg")
def test_custom_form_empty_model_id(self, resource_group, location,
form_recognizer_account,
form_recognizer_account_key):
client = FormRecognizerClient(
form_recognizer_account,
AzureKeyCredential(form_recognizer_account_key))
with self.assertRaises(ValueError):
client.begin_recognize_custom_forms_from_url(
model_id="", form_url="https://badurl.jpg")
def test_url_authentication_bad_key(self, formrecognizer_test_endpoint,
formrecognizer_test_api_key):
client = FormRecognizerClient(formrecognizer_test_endpoint,
AzureKeyCredential("xxxx"))
with self.assertRaises(ClientAuthenticationError):
result = client.begin_recognize_custom_forms_from_url(
model_id="xx", form_url=self.form_url_jpg)
def test_custom_form_url_bad_endpoint(self, formrecognizer_test_endpoint,
formrecognizer_test_api_key):
with self.assertRaises(ServiceRequestError):
client = FormRecognizerClient(
"http://notreal.azure.com",
AzureKeyCredential(formrecognizer_test_api_key))
result = client.begin_recognize_custom_forms_from_url(
model_id="xx", form_url=self.form_url_jpg)
def test_url_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):
result = client.begin_recognize_custom_forms_from_url(
model_id="xx", form_url=self.form_url_jpg)
def test_pass_stream_into_url(self, resource_group, location, form_recognizer_account, form_recognizer_account_key):
client = FormRecognizerClient(form_recognizer_account, AzureKeyCredential(form_recognizer_account_key))
with open(self.unsupported_content_py, "rb") as fd:
with self.assertRaises(HttpResponseError):
poller = client.begin_recognize_custom_forms_from_url(
model_id="xxx",
form_url=fd,
)
def test_custom_forms_encoded_url(self, resource_group, location, form_recognizer_account, form_recognizer_account_key):
client = FormRecognizerClient(form_recognizer_account, AzureKeyCredential(form_recognizer_account_key))
try:
poller = client.begin_recognize_custom_forms_from_url(
model_id="00000000-0000-0000-0000-000000000000",
form_url="https://fakeuri.com/blank%20space"
)
except HttpResponseError as e:
self.assertIn("https://fakeuri.com/blank%20space", e.response.request.body)
def test_passing_bad_url(self, formrecognizer_test_endpoint,
formrecognizer_test_api_key):
client = FormRecognizerClient(
formrecognizer_test_endpoint,
AzureKeyCredential(formrecognizer_test_api_key))
with self.assertRaises(HttpResponseError):
poller = client.begin_recognize_custom_forms_from_url(
model_id="xx", form_url="https://badurl.jpg")
def test_passing_bad_url(self, resource_group, location,
form_recognizer_account,
form_recognizer_account_key):
client = FormRecognizerClient(
form_recognizer_account,
AzureKeyCredential(form_recognizer_account_key))
with self.assertRaises(HttpResponseError):
poller = client.begin_recognize_custom_forms_from_url(
model_id="xx", form_url="https://badurl.jpg")
]),
))
# Training result information
for doc in model.training_documents:
print("Document name: {}".format(doc.name))
print("Document status: {}".format(doc.status))
print("Document page count: {}".format(doc.page_count))
print("Document errors: {}".format(doc.errors))
# </snippet_trainlabels>
# <snippet_analyze>
# Model ID from when you trained your model.
model_id = "<your custom model id>"
poller = form_recognizer_client.begin_recognize_custom_forms_from_url(
model_id=model_id, form_url=formUrl)
result = poller.result()
for recognized_form in result:
print("Form type: {}".format(recognized_form.form_type))
for name, field in recognized_form.fields.items():
print(
"Field '{}' has label '{}' with value '{}' and a confidence score of {}"
.format(name, field.label_data.text if field.label_data else name,
field.value, field.confidence))
# </snippet_analyze>
# <snippet_manage_count>
account_properties = form_training_client.get_account_properties()
print(
"Our account has {} custom models, and we can have at most {} custom models"
