async def test_training_without_labels_v2(self, client, formrecognizer_storage_container_sas_url_v2, **kwargs):
# this can be reverted to set_bodiless_matcher() after tests are re-recorded and don't contain these headers
set_custom_default_matcher(
compare_bodies=False, excluded_headers="Authorization,Content-Length,x-ms-client-request-id,x-ms-request-id"
)
async with client:
poller = await client.begin_training(training_files_url=formrecognizer_storage_container_sas_url_v2, use_training_labels=True)
model = await poller.result()
model_dict = model.to_dict()
model = CustomFormModel.from_dict(model_dict)
assert model.model_id
assert model.training_started_on
assert model.training_completed_on
assert model.errors == []
assert model.status == "ready"
for doc in model.training_documents:
assert doc.name
assert doc.page_count
assert doc.status
assert doc.errors == []
for sub in model.submodels:
assert sub.form_type
assert sub.accuracy is not None
for key, field in sub.fields.items():
assert field.accuracy is not None
assert field.name
async def test_training_without_labels_v2(
self, client, formrecognizer_storage_container_sas_url_v2,
**kwargs):
set_bodiless_matcher()
async with client:
poller = await client.begin_training(
training_files_url=formrecognizer_storage_container_sas_url_v2,
use_training_labels=True)
model = await poller.result()
model_dict = model.to_dict()
model = CustomFormModel.from_dict(model_dict)
assert model.model_id
assert model.training_started_on
assert model.training_completed_on
assert model.errors == []
assert model.status == "ready"
for doc in model.training_documents:
assert doc.name
assert doc.page_count
assert doc.status
assert doc.errors == []
for sub in model.submodels:
assert sub.form_type
assert sub.accuracy is not None
for key, field in sub.fields.items():
assert field.accuracy is not None
assert field.name
def test_training_without_labels_v21(
self, client, formrecognizer_storage_container_sas_url_v2):
poller = client.begin_training(
training_files_url=formrecognizer_storage_container_sas_url_v2,
use_training_labels=True,
model_name="my labeled model")
model = poller.result()
model_dict = model.to_dict()
model = CustomFormModel.from_dict(model_dict)
assert model.model_id
assert model.model_name == "my labeled model"
assert model.training_started_on
assert model.training_completed_on
assert model.errors == []
assert model.status == "ready"
for doc in model.training_documents:
assert doc.name
assert doc.page_count
assert doc.status
assert doc.errors == []
for sub in model.submodels:
assert sub.form_type
assert sub.accuracy is not None
for key, field in sub.fields.items():
assert field.accuracy is not None
assert field.name