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docs: add samples for Spanner-specific features (#492)
* docs: add samples for Spanner-specific features * docs: more samples * docs: add more samples * test: add tests for samples * chore: fix linting error * docs: document samples * docs: link to README
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# Spanner SQLAlchemy Samples | ||
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This folder contains samples for how to use common Spanner features with SQLAlchemy. The samples use | ||
a shared [data model](model.py) and can be executed as a standalone application. The samples | ||
automatically start the [Spanner Emulator](https://cloud.google.com/spanner/docs/emulator) in a | ||
Docker container when they are executed. You must therefore have Docker installed on your system to | ||
run a sample. | ||
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You can run a sample with `nox`: | ||
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```shell | ||
nox -s hello_world | ||
``` | ||
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Change `hello_world` to run any of the other sample names. The runnable samples all end with | ||
`_sample.py`. Omit the `_sample.py` part of the file name to run the sample. | ||
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| Sample name | Description | | ||
|-----------------------|-----------------------------------------------------------------------------| | ||
| bit_reversed_sequence | Use a bit-reversed sequence for primary key generation. | | ||
| date_and_timestamp | Map Spanner DATE and TIMESTAMP columns to SQLAlchemy. | | ||
| default_column_value | Create and use a Spanner DEFAULT column constraint in SQLAlchemy. | | ||
| generated_column | Create and use a Spanner generated column in SQLAlchemy. | | ||
| hello_world | Shows how to connect to Spanner with SQLAlchemy and execute a simple query. | | ||
| insert_data | Insert multiple rows to Spanner with SQLAlchemy. | | ||
| interleaved_table | Create and use an interleaved table (INTERLEAVE IN PARENT) with SQLAlchemy. | | ||
| transaction | Execute a read/write transaction on Spanner with SQLAlchemy. | | ||
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# Copyright 2024 Google LLC All rights reserved. | ||
# | ||
# 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 language governing permissions and | ||
# limitations under the License. | ||
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import datetime | ||
import uuid | ||
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from sqlalchemy import create_engine | ||
from sqlalchemy.orm import Session | ||
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from sample_helper import run_sample | ||
from model import Singer, Concert, Venue, TicketSale | ||
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# Shows how to use a bit-reversed sequence for primary key generation. | ||
# | ||
# The TicketSale model uses a bit-reversed sequence for automatic primary key | ||
# generation: | ||
# | ||
# id: Mapped[int] = mapped_column( | ||
# BigInteger, | ||
# Sequence("ticket_sale_id"), | ||
# server_default=TextClause("GET_NEXT_SEQUENCE_VALUE(SEQUENCE ticket_sale_id)"), | ||
# primary_key=True, | ||
# ) | ||
# | ||
# This leads to the following table definition: | ||
# | ||
# CREATE TABLE ticket_sales ( | ||
# id INT64 NOT NULL DEFAULT (GET_NEXT_SEQUENCE_VALUE(SEQUENCE ticket_sale_id)), | ||
# ... | ||
# ) PRIMARY KEY (id) | ||
def bit_reversed_sequence_sample(): | ||
engine = create_engine( | ||
"spanner:///projects/sample-project/" | ||
"instances/sample-instance/" | ||
"databases/sample-database", | ||
echo=True, | ||
) | ||
with Session(engine) as session: | ||
singer = Singer(id=str(uuid.uuid4()), first_name="John", last_name="Doe") | ||
venue = Venue(code="CH", name="Concert Hall", active=True) | ||
concert = Concert( | ||
venue=venue, | ||
start_time=datetime.datetime(2024, 11, 7, 19, 30, 0), | ||
singer=singer, | ||
title="John Doe - Live in Concert Hall", | ||
) | ||
# TicketSale automatically generates a primary key value using a | ||
# bit-reversed sequence. We therefore do not need to specify a primary | ||
# key value when we create an instance of TicketSale. | ||
ticket_sale = TicketSale( | ||
concert=concert, customer_name="Alice Doe", seats=["A010", "A011", "A012"] | ||
) | ||
session.add_all([singer, venue, concert, ticket_sale]) | ||
session.commit() | ||
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if __name__ == "__main__": | ||
run_sample(bit_reversed_sequence_sample) |
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# Copyright 2024 Google LLC All rights reserved. | ||
# | ||
# 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 language governing permissions and | ||
# limitations under the License. | ||
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import datetime | ||
import uuid | ||
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from sqlalchemy import create_engine | ||
from sqlalchemy.orm import Session | ||
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from sample_helper import run_sample | ||
from model import Singer, Concert, Venue | ||
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# Shows how to map and use the DATE and TIMESTAMP data types in Spanner. | ||
def date_and_timestamp_sample(): | ||
engine = create_engine( | ||
"spanner:///projects/sample-project/" | ||
"instances/sample-instance/" | ||
"databases/sample-database", | ||
echo=True, | ||
) | ||
with Session(engine) as session: | ||
# Singer has a property birthdate, which is mapped to a DATE column. | ||
# Use the datetime.date type for this. | ||
singer = Singer( | ||
id=str(uuid.uuid4()), | ||
first_name="John", | ||
last_name="Doe", | ||
birthdate=datetime.date(1979, 10, 14), | ||
) | ||
venue = Venue(code="CH", name="Concert Hall", active=True) | ||
# Concert has a property `start_time`, which is mapped to a TIMESTAMP | ||
# column. Use the datetime.datetime type for this. | ||
concert = Concert( | ||
venue=venue, | ||
start_time=datetime.datetime(2024, 11, 7, 19, 30, 0), | ||
singer=singer, | ||
title="John Doe - Live in Concert Hall", | ||
) | ||
session.add_all([singer, venue, concert]) | ||
session.commit() | ||
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# Use AUTOCOMMIT for sessions that only read. This is more | ||
# efficient than using a read/write transaction to only read. | ||
session.connection(execution_options={"isolation_level": "AUTOCOMMIT"}) | ||
print( | ||
f"{singer.full_name}, born on {singer.birthdate}, has planned " | ||
f"a concert that starts on {concert.start_time} in {venue.name}." | ||
) | ||
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if __name__ == "__main__": | ||
run_sample(date_and_timestamp_sample) |
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# Copyright 2024 Google LLC All rights reserved. | ||
# | ||
# 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 language governing permissions and | ||
# limitations under the License. | ||
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import datetime | ||
import uuid | ||
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from sqlalchemy import create_engine | ||
from sqlalchemy.orm import Session | ||
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from sample_helper import run_sample | ||
from model import Singer, Album, Track | ||
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# Shows how to use a default column with SQLAlchemy and Spanner. | ||
def default_column_value_sample(): | ||
engine = create_engine( | ||
"spanner:///projects/sample-project/" | ||
"instances/sample-instance/" | ||
"databases/sample-database", | ||
echo=True, | ||
) | ||
with Session(engine) as session: | ||
# The Track model has a `recorded_at` property that is set to | ||
# CURRENT_TIMESTAMP if no other value is supplied. | ||
singer = Singer(id=str(uuid.uuid4()), first_name="John", last_name="Doe") | ||
album = Album(id=str(uuid.uuid4()), title="My album", singer=singer) | ||
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# This track will use the default CURRENT_TIMESTAMP for the recorded_at | ||
# property. | ||
track1 = Track( | ||
id=str(uuid.uuid4()), | ||
track_number=1, | ||
title="My track 1", | ||
album=album, | ||
) | ||
track2 = Track( | ||
id=str(uuid.uuid4()), | ||
track_number=2, | ||
title="My track 2", | ||
recorded_at=datetime.datetime(2024, 11, 7, 10, 0, 0), | ||
album=album, | ||
) | ||
session.add_all([singer, album, track1, track2]) | ||
session.commit() | ||
print(f"Track 1 was recorded at: " f"{track1.recorded_at}") | ||
print(f"Track 2 was recorded at: " f"{track2.recorded_at}") | ||
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if __name__ == "__main__": | ||
run_sample(default_column_value_sample) |
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# Copyright 2024 Google LLC All rights reserved. | ||
# | ||
# 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 language governing permissions and | ||
# limitations under the License. | ||
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import uuid | ||
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from sqlalchemy import create_engine | ||
from sqlalchemy.orm import Session | ||
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from sample_helper import run_sample | ||
from model import Singer | ||
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# Shows how to use a generated column with SQLAlchemy and Spanner. | ||
def generated_column_sample(): | ||
engine = create_engine( | ||
"spanner:///projects/sample-project/" | ||
"instances/sample-instance/" | ||
"databases/sample-database", | ||
echo=True, | ||
) | ||
with Session(engine) as session: | ||
# The Singer model has a `full_name` property that is generated by the | ||
# database. | ||
singer = Singer(id=str(uuid.uuid4()), first_name="John", last_name="Doe") | ||
session.add(singer) | ||
session.commit() | ||
print( | ||
f"The database generated a full name for the singer: " f"{singer.full_name}" | ||
) | ||
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# Updating the first name or last name of the singer will also update | ||
# the generated full name property. | ||
singer.last_name = "Jones" | ||
session.commit() | ||
print(f"Updated full name for singer: " f"{singer.full_name}") | ||
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if __name__ == "__main__": | ||
run_sample(generated_column_sample) |
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# Copyright 2024 Google LLC All rights reserved. | ||
# | ||
# 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 language governing permissions and | ||
# limitations under the License. | ||
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from sqlalchemy import create_engine, select, text | ||
from sample_helper import run_sample | ||
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def quickstart(): | ||
engine = create_engine( | ||
"spanner:///projects/sample-project/" | ||
"instances/sample-instance/" | ||
"databases/sample-database" | ||
) | ||
with engine.connect().execution_options(isolation_level="AUTOCOMMIT") as connection: | ||
results = connection.execute(select(text("'Hello World!'"))).fetchall() | ||
print("\nMessage from Spanner: ", results[0][0], "\n") | ||
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if __name__ == "__main__": | ||
run_sample(quickstart) |
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