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docs: add samples for Spanner-specific features #492
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8664aca
docs: add samples for Spanner-specific features
olavloite d62a355
docs: more samples
olavloite 96177ff
docs: add more samples
olavloite b6d9563
test: add tests for samples
olavloite e119f66
chore: fix linting error
olavloite 4fabe42
Merge branch 'main' into samples
olavloite 8af408a
docs: document samples
olavloite efae517
docs: link to README
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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. | ||
|
|
||
| import datetime | ||
| import uuid | ||
|
|
||
| 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. | ||
|
|
||
| from sqlalchemy import create_engine, select, text | ||
| from sample_helper import run_sample | ||
|
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|
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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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| # 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, Album, Track | ||
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| # Shows how to insert data using SQLAlchemy, including relationships that are | ||
| # defined both as foreign keys and as interleaved tables. | ||
| def insert_data(): | ||
| 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="Smith", | ||
| albums=[ | ||
| Album( | ||
| id=str(uuid.uuid4()), | ||
| title="Rainforest", | ||
| tracks=[ | ||
| # Track is INTERLEAVED IN PARENT Album, but can be treated | ||
| # as a normal relationship in SQLAlchemy. | ||
| Track(track_number=1, title="Green"), | ||
| Track(track_number=2, title="Blue"), | ||
| Track(track_number=3, title="Yellow"), | ||
| ], | ||
| ), | ||
| Album( | ||
| id=str(uuid.uuid4()), | ||
| title="Butterflies", | ||
| tracks=[ | ||
| Track(track_number=1, title="Purple"), | ||
| Track(track_number=2, title="Cyan"), | ||
| Track(track_number=3, title="Mauve"), | ||
| ], | ||
| ), | ||
| ], | ||
| ) | ||
| session.add(singer) | ||
| 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"Inserted singer {singer.full_name} with {len(singer.albums)} " | ||
| f"albums successfully" | ||
| ) | ||
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| if __name__ == "__main__": | ||
| run_sample(insert_data) |
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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. | ||
|
|
||
| import datetime | ||
| from typing import Optional, List | ||
|
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| from sqlalchemy import ( | ||
| String, | ||
| Computed, | ||
| Date, | ||
| LargeBinary, | ||
| Integer, | ||
| Numeric, | ||
| ForeignKey, | ||
| JSON, | ||
| Boolean, | ||
| DateTime, | ||
| BigInteger, | ||
| ARRAY, | ||
| ForeignKeyConstraint, | ||
| Sequence, | ||
| TextClause, | ||
| ) | ||
| from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column, relationship | ||
|
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| class Base(DeclarativeBase): | ||
| pass | ||
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| # Most models in this sample use a client-side generated UUID as primary key. | ||
| # This allows inserts to use Batch DML, as the primary key value does not need | ||
| # to be returned from Spanner using a THEN RETURN clause. | ||
| # | ||
| # The TicketSale model uses a bit-reversed sequence for primary key generation. | ||
| # This is achieved by creating a bit-reversed sequence and assigning the id | ||
| # column of the model a server_default value that gets the next value from that | ||
| # sequence. | ||
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| class Singer(Base): | ||
| __tablename__ = "singers" | ||
| id: Mapped[str] = mapped_column(String(36), primary_key=True) | ||
| first_name: Mapped[Optional[str]] = mapped_column(String(200), nullable=True) | ||
| last_name: Mapped[str] = mapped_column(String(200), nullable=False) | ||
| full_name: Mapped[str] = mapped_column( | ||
| String, Computed("COALESCE(first_name || ' ', '') || last_name") | ||
| ) | ||
| birthdate: Mapped[Optional[datetime.date]] = mapped_column(Date, nullable=True) | ||
| picture: Mapped[Optional[bytes]] = mapped_column(LargeBinary, nullable=True) | ||
| albums: Mapped[List["Album"]] = relationship( | ||
| back_populates="singer", cascade="all, delete-orphan" | ||
| ) | ||
| concerts: Mapped[List["Concert"]] = relationship( | ||
| back_populates="singer", cascade="all, delete-orphan" | ||
| ) | ||
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| class Album(Base): | ||
| __tablename__ = "albums" | ||
| id: Mapped[str] = mapped_column(String(36), primary_key=True) | ||
| title: Mapped[str] = mapped_column(String(200), nullable=False) | ||
| release_date: Mapped[Optional[datetime.date]] = mapped_column(Date, nullable=True) | ||
| singer_id: Mapped[str] = mapped_column(ForeignKey("singers.id")) | ||
| singer: Mapped["Singer"] = relationship(back_populates="albums") | ||
| tracks: Mapped[List["Track"]] = relationship( | ||
| back_populates="album", | ||
| primaryjoin="Album.id == foreign(Track.id)", | ||
| ) | ||
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| class Track(Base): | ||
| __tablename__ = "tracks" | ||
| # This interleaves the table `tracks` in its parent `albums`. | ||
| __table_args__ = { | ||
| "spanner_interleave_in": "albums", | ||
| "spanner_interleave_on_delete_cascade": True, | ||
| } | ||
| id: Mapped[str] = mapped_column(String(36), primary_key=True) | ||
| track_number: Mapped[int] = mapped_column(Integer, primary_key=True) | ||
| title: Mapped[str] = mapped_column(String(200), nullable=False) | ||
| duration: Mapped[Optional[float]] = mapped_column(Numeric, nullable=True) | ||
| album: Mapped["Album"] = relationship( | ||
| back_populates="tracks", | ||
| foreign_keys=[id], | ||
| primaryjoin="Track.id == Album.id", | ||
| remote_side="Album.id", | ||
| ) | ||
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| # SQLAlchemy does not know what 'spanner_interleave_in' means, so we need to | ||
| # explicitly tell SQLAlchemy that `tracks` depends on `albums`, and that | ||
| # `albums` therefore must be created before `tracks`. | ||
| Track.__table__.add_is_dependent_on(Album.__table__) | ||
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| class Venue(Base): | ||
| __tablename__ = "venues" | ||
| code: Mapped[str] = mapped_column(String(10), primary_key=True) | ||
| name: Mapped[str] = mapped_column(String(200), nullable=False) | ||
| description: Mapped[str] = mapped_column(JSON, nullable=True) | ||
| active: Mapped[bool] = mapped_column(Boolean, nullable=False) | ||
| concerts: Mapped[List["Concert"]] = relationship( | ||
| back_populates="venue", cascade="all, delete-orphan" | ||
| ) | ||
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| class Concert(Base): | ||
| __tablename__ = "concerts" | ||
| venue_code: Mapped[str] = mapped_column( | ||
| String(10), ForeignKey("venues.code"), primary_key=True | ||
| ) | ||
| start_time: Mapped[Optional[datetime.datetime]] = mapped_column( | ||
| DateTime, primary_key=True, nullable=False | ||
| ) | ||
| singer_id: Mapped[str] = mapped_column( | ||
| String(36), ForeignKey("singers.id"), primary_key=True | ||
| ) | ||
| title: Mapped[str] = mapped_column(String(200), nullable=False) | ||
| singer: Mapped["Singer"] = relationship(back_populates="concerts") | ||
| venue: Mapped["Venue"] = relationship(back_populates="concerts") | ||
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| class TicketSale(Base): | ||
| __tablename__ = "ticket_sales" | ||
| __table_args__ = ( | ||
| ForeignKeyConstraint( | ||
| ["venue_code", "start_time", "singer_id"], | ||
| ["concerts.venue_code", "concerts.start_time", "concerts.singer_id"], | ||
| ), | ||
| ) | ||
| id: Mapped[int] = mapped_column( | ||
| BigInteger, | ||
| Sequence("ticket_sale_id"), | ||
| server_default=TextClause("GET_NEXT_SEQUENCE_VALUE(SEQUENCE ticket_sale_id)"), | ||
| primary_key=True, | ||
| ) | ||
| customer_name: Mapped[str] = mapped_column(String(200), nullable=False) | ||
| seats: Mapped[list[str]] = mapped_column(ARRAY(String(20)), nullable=False) | ||
| venue_code: Mapped[str] = mapped_column(String(10), ForeignKey("venues.code")) | ||
| start_time: Mapped[Optional[datetime.datetime]] = mapped_column( | ||
| DateTime, nullable=False | ||
| ) | ||
| singer_id: Mapped[str] = mapped_column(String(36), ForeignKey("singers.id")) |
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|---|---|---|
| @@ -0,0 +1,36 @@ | ||
| # 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 nox | ||
|
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|
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| @nox.session() | ||
| def hello_world(session): | ||
| _sample(session) | ||
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| @nox.session() | ||
| def create_tables(session): | ||
| _sample(session) | ||
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| def _sample(session): | ||
| session.install("testcontainers") | ||
| session.install("sqlalchemy") | ||
| session.install("setuptools") | ||
| session.install( | ||
| "git+https://github.com/googleapis/python-spanner.git#egg=google-cloud-spanner" | ||
| ) | ||
| session.install("../.") | ||
| session.run("python", session.name + "_sample.py") |
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