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78 changes: 78 additions & 0 deletions bigquery/stored_procedures/bigquery_create_procedure.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 bigquery_create_procedure]
import sys

from google.api_core import exceptions
from google.cloud import bigquery


def create_procedure(
project_id: str,
dataset_id: str,
) -> None:
"""Creates a GoogleSQL stored procedure in a BigQuery dataset.

Args:
project_id: Google Cloud project ID (for example, 'example-project').
dataset_id: BigQuery dataset ID where the procedure is created
(for example, 'example_dataset').
"""
client = bigquery.Client(project=project_id)
# Use a fixed procedure identifier inside the caller-supplied dataset.
# The procedure body queries the public Shakespeare dataset in bigquery-public-data
# (https://cloud.google.com/bigquery/public-data).
procedure_id = "example_procedure"
routine_ref = f"{project_id}.{dataset_id}.{procedure_id}"
sql = f"""
CREATE OR REPLACE PROCEDURE `{routine_ref}`(
target_corpus STRING,
OUT total_words INT64
)
BEGIN
SET total_words = (
SELECT COALESCE(SUM(word_count), 0)
FROM `bigquery-public-data.samples.shakespeare`
WHERE corpus = target_corpus
);
END;
"""

try:
print(f"Creating stored procedure: {routine_ref}")
query_job = client.query(sql)
query_job.result()
except exceptions.NotFound as err:
print(
f"error: dataset '{dataset_id}' not found in project '{project_id}' "
f"when creating stored procedure '{procedure_id}': {err.message}",
file=sys.stderr,
)
return
except exceptions.GoogleAPICallError as err:
print(
f"error: failed to create stored procedure '{procedure_id}' in dataset "
f"'{dataset_id}' for project '{project_id}': {err.message}",
file=sys.stderr,
)
return

print(f"Resource ID: {routine_ref}")
print(f"Job ID: {query_job.job_id}")
print(f"Procedure ID: {procedure_id}")
print(f"Statement Type: {query_job.statement_type}")


# [END bigquery_create_procedure]
70 changes: 70 additions & 0 deletions bigquery/stored_procedures/bigquery_create_procedure_test.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.

from unittest import mock

import bigquery_create_procedure
from google.api_core import exceptions
import pytest


def test_create_procedure_success(
monkeypatch: pytest.MonkeyPatch,
capsys: pytest.CaptureFixture[str],
) -> None:
mock_client = mock.MagicMock()
mock_job = mock.MagicMock()
mock_job.job_id = "example-job-123"
mock_job.statement_type = "SCRIPT"
mock_job.result.return_value = []
mock_client.query.return_value = mock_job
monkeypatch.setattr(
bigquery_create_procedure.bigquery,
"Client",
lambda project=None: mock_client,
)

bigquery_create_procedure.create_procedure(
project_id="example-project",
dataset_id="example_dataset",
)

captured = capsys.readouterr()
assert "Resource ID:" in captured.out
assert "example-project" in captured.out
assert mock_client.query.called


def test_create_procedure_error(
monkeypatch: pytest.MonkeyPatch,
capsys: pytest.CaptureFixture[str],
) -> None:
mock_client = mock.MagicMock()
mock_job = mock.MagicMock()
mock_job.result.side_effect = exceptions.NotFound("resource error")
mock_client.query.return_value = mock_job
monkeypatch.setattr(
bigquery_create_procedure.bigquery,
"Client",
lambda project=None: mock_client,
)

bigquery_create_procedure.create_procedure(
project_id="example-project",
dataset_id="example_dataset",
)

captured = capsys.readouterr()
assert "error:" in captured.err
assert "example-project" in captured.err
23 changes: 23 additions & 0 deletions bigquery/stored_procedures/noxfile_config.py
Original file line number Diff line number Diff line change
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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/stored_procedures/requirements-test.txt
Original file line number Diff line number Diff line change
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pytest==9.0.3; python_version >= "3.10"
1 change: 1 addition & 0 deletions bigquery/stored_procedures/requirements.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
google-cloud-bigquery==3.47.0
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