parse_with_model_beta_test.py

# Copyright 2020 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the 'License');
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific ladnguage governing permissions and
# limitations under the License.

import os

import parse_with_model_beta


PROJECT_ID = os.environ['GCLOUD_PROJECT']
INPUT_URI = 'gs://cloud-samples-data/documentai/invoice.pdf'
AUTOML_NL_MODEL_ID = 'TCN3472481026502981088'

if 'AUTOML_NL_MODEL_ID' in os.environ:
    AUTOML_NL_MODEL_ID = os.environ['AUTOML_NL_MODEL_ID']

MODEL_NAME = 'projects/{}/locations/us-central1/models/{}'.format(PROJECT_ID, AUTOML_NL_MODEL_ID)


def test_parse_with_model(capsys):
    parse_with_model_beta.parse_with_model(PROJECT_ID, INPUT_URI, MODEL_NAME)
    out, _ = capsys.readouterr()
    assert 'Label detected' in out
    assert 'Confidence' in out