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70 changes: 70 additions & 0 deletions bigquery/data_profile_scan/dataplex_get_data_profile_scan.py
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# Copyright 2026 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
#
# https://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 language governing permissions and
# limitations under the License.

# [START dataplex_get_data_profile_scan]
import sys

from google.api_core import exceptions
from google.cloud import dataplex_v1


def get_data_profile_scan(
project_id: str,
location: str,
data_scan_id: str,
) -> None:
"""Retrieves a Dataplex data profile scan and its latest profile results.

Args:
project_id: Google Cloud project ID (for example, 'example-project').
location: Google Cloud region where the data scan resides
(for example, 'us-central1').
data_scan_id: Dataplex data profile scan ID
(for example, 'example-profile-scan').
"""
client = dataplex_v1.DataScanServiceClient()
scan_name = f"projects/{project_id}/locations/{location}/dataScans/{data_scan_id}"
# Request DataScanView.FULL so the response includes data_profile_result metrics.
request = dataplex_v1.GetDataScanRequest(
name=scan_name,
view=dataplex_v1.GetDataScanRequest.DataScanView.FULL,
)

try:
scan = client.get_data_scan(request=request)
except exceptions.NotFound as err:
print(
f"error: data profile scan '{data_scan_id}' not found in location "
f"'{location}' for project '{project_id}': {err.message}",
file=sys.stderr,
)
return
except exceptions.GoogleAPICallError as err:
print(
f"error: failed to retrieve data profile scan '{data_scan_id}' in location "
f"'{location}' for project '{project_id}': {err.message}",
file=sys.stderr,
)
return

row_count = (
scan.data_profile_result.row_count if scan.data_profile_result else "N/A"
)
print(f"Resource ID: {scan.name}")
print(f"Data Resource: {scan.data.resource}")
print(f"Row Count: {row_count}")
print(f"Scan State: {scan.state.name}")


# [END dataplex_get_data_profile_scan]
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# Copyright 2026 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
#
# https://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 language governing permissions and
# limitations under the License.

from unittest import mock

import dataplex_get_data_profile_scan
from google.api_core import exceptions
import pytest


def test_get_data_profile_scan_success(
monkeypatch: pytest.MonkeyPatch,
capsys: pytest.CaptureFixture[str],
) -> None:
mock_client = mock.MagicMock()
mock_scan = mock.MagicMock()
mock_scan.name = (
"projects/example-project/locations/us-central1/dataScans/example-profile-scan"
)
mock_scan.data.resource = "//bigquery.googleapis.com/projects/bigquery-public-data/datasets/samples/tables/shakespeare"
mock_scan.data_profile_result.row_count = 164656
mock_scan.state.name = "ACTIVE"
mock_client.get_data_scan.return_value = mock_scan
monkeypatch.setattr(
dataplex_get_data_profile_scan.dataplex_v1,
"DataScanServiceClient",
lambda: mock_client,
)

dataplex_get_data_profile_scan.get_data_profile_scan(
project_id="example-project",
location="us-central1",
data_scan_id="example-profile-scan",
)

captured = capsys.readouterr()
assert (
"Resource ID: projects/example-project/locations/us-central1/dataScans/example-profile-scan"
in captured.out
)
assert "Row Count: 164656" in captured.out
assert "Scan State: ACTIVE" in captured.out


def test_get_data_profile_scan_error(
monkeypatch: pytest.MonkeyPatch,
capsys: pytest.CaptureFixture[str],
) -> None:
mock_client = mock.MagicMock()
mock_client.get_data_scan.side_effect = exceptions.NotFound("scan not found")
monkeypatch.setattr(
dataplex_get_data_profile_scan.dataplex_v1,
"DataScanServiceClient",
lambda: mock_client,
)

dataplex_get_data_profile_scan.get_data_profile_scan(
project_id="example-project",
location="us-central1",
data_scan_id="example-profile-scan",
)

captured = capsys.readouterr()
assert "error:" in captured.err
assert "example-profile-scan" in captured.err
23 changes: 23 additions & 0 deletions bigquery/data_profile_scan/noxfile_config.py
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# Copyright 2026 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
#
# https://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 language governing permissions and
# limitations under the License.

TEST_CONFIG_OVERRIDE = {
# You can opt out from the test for specific Python versions.
"ignored_versions": ["2.7", "3.7", "3.8", "3.9", "3.10", "3.11"],
# Enforce type hints on new samples.
"enforce_type_hints": True,
"gcloud_project_env": "GOOGLE_CLOUD_PROJECT",
"pip_version_override": None,
"envs": {},
}
1 change: 1 addition & 0 deletions bigquery/data_profile_scan/requirements-test.txt
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pytest==9.0.3; python_version >= "3.10"
1 change: 1 addition & 0 deletions bigquery/data_profile_scan/requirements.txt
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google-cloud-dataplex==2.20.0
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