def copy_model(self):
from azure.core.credentials import AzureKeyCredential
from azure.ai.formrecognizer import FormTrainingClient
source_endpoint = os.environ["AZURE_FORM_RECOGNIZER_ENDPOINT"]
source_key = os.environ["AZURE_FORM_RECOGNIZER_KEY"]
target_endpoint = os.environ["AZURE_FORM_RECOGNIZER_TARGET_ENDPOINT"]
target_key = os.environ["AZURE_FORM_RECOGNIZER_TARGET_KEY"]
source_model_id = os.environ["AZURE_SOURCE_MODEL_ID"]
target_region = os.environ["AZURE_FORM_RECOGNIZER_TARGET_REGION"]
target_resource_id = os.environ[
"AZURE_FORM_RECOGNIZER_TARGET_RESOURCE_ID"]
# [START get_copy_authorization]
target_client = FormTrainingClient(
endpoint=target_endpoint,
credential=AzureKeyCredential(target_key))
target = target_client.get_copy_authorization(
resource_region=target_region, resource_id=target_resource_id)
# [END get_copy_authorization]
# [START begin_copy_model]
source_client = FormTrainingClient(
endpoint=source_endpoint,
credential=AzureKeyCredential(source_key))
poller = source_client.begin_copy_model(model_id=source_model_id,
target=target)
copied_over_model = poller.result()
print("Model ID: {}".format(copied_over_model.model_id))
print("Status: {}".format(copied_over_model.status))
def copy_model(self, custom_model_id):
from azure.core.credentials import AzureKeyCredential
from azure.ai.formrecognizer import FormTrainingClient
source_endpoint = os.environ["AZURE_FORM_RECOGNIZER_ENDPOINT"]
source_key = os.environ["AZURE_FORM_RECOGNIZER_KEY"]
target_endpoint = os.environ["AZURE_FORM_RECOGNIZER_TARGET_ENDPOINT"]
target_key = os.environ["AZURE_FORM_RECOGNIZER_TARGET_KEY"]
source_model_id = os.getenv("AZURE_SOURCE_MODEL_ID", custom_model_id)
target_region = os.environ["AZURE_FORM_RECOGNIZER_TARGET_REGION"]
target_resource_id = os.environ[
"AZURE_FORM_RECOGNIZER_TARGET_RESOURCE_ID"]
# [START get_copy_authorization]
target_client = FormTrainingClient(
endpoint=target_endpoint,
credential=AzureKeyCredential(target_key))
target = target_client.get_copy_authorization(
resource_region=target_region, resource_id=target_resource_id)
# model ID that target client will use to access the model once copy is complete
print("Model ID: {}".format(target["modelId"]))
# [END get_copy_authorization]
# [START begin_copy_model]
source_client = FormTrainingClient(
endpoint=source_endpoint,
credential=AzureKeyCredential(source_key))
poller = source_client.begin_copy_model(
model_id=source_model_id,
target=
target # output from target client's call to get_copy_authorization()
)
copied_over_model = poller.result()
print("Model ID: {}".format(copied_over_model.model_id))
print("Status: {}".format(copied_over_model.status))
