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📝 Document .in_() method (#619)
* Document IN() * Update "includes" and "tip" formatting in `where.md` * Fix code block formatting in `where.md` * Fix link in `where.md` * Rename code example, add `_py310` version --------- Co-authored-by: Motov Yurii <109919500+YuriiMotov@users.noreply.github.com> Co-authored-by: Yurii Motov <yurii.motov.monte@gmail.com>
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@@ -562,7 +562,7 @@ We could imagine that **Spider-Boy** is even **younger**. But because we don't k
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### Less Than or Equal
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Finally, we can use `<=` to get the rows where a column is **less than or equal** to a value:
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We can also use `<=` to get the rows where a column is **less than or equal** to a value:
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{* ./docs_src/tutorial/where/tutorial006_py310.py ln[42:47] hl[44] *}
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@@ -579,6 +579,22 @@ We get `Black Lion` here too because although the age is not *strictly* less tha
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///
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### In
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Finally, we can use `in_` to get the rows where a column is a member of a collection of values:
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{* ./docs_src/tutorial/where/tutorial006b_py310.py ln[42:47] hl[44] *}
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In this case, we match `Deadpond` since it's part of the collections of names.
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We don't have any hero called `Ratman`, so it does not match any hero.
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/// tip
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You need to wrap your attribute with `col()` to use `in_`.
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You can read more about it in the [Type annotations and errors](#type-annotations-and-errors){.internal-link target=_blank} section.
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///
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### Benefits of Expressions
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Here's a good moment to see that being able to use these pure Python expressions instead of keyword arguments can help a lot. ✨
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57
docs_src/tutorial/where/tutorial006b_py310.py
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57
docs_src/tutorial/where/tutorial006b_py310.py
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from sqlmodel import Field, Session, SQLModel, col, create_engine, select
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class Hero(SQLModel, table=True):
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id: int | None = Field(default=None, primary_key=True)
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name: str
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secret_name: str
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age: int | None = None
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sqlite_file_name = "database.db"
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sqlite_url = f"sqlite:///{sqlite_file_name}"
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engine = create_engine(sqlite_url, echo=True)
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def create_db_and_tables():
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SQLModel.metadata.create_all(engine)
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def create_heroes():
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hero_1 = Hero(name="Deadpond", secret_name="Dive Wilson")
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hero_2 = Hero(name="Spider-Boy", secret_name="Pedro Parqueador")
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hero_3 = Hero(name="Rusty-Man", secret_name="Tommy Sharp", age=48)
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hero_4 = Hero(name="Tarantula", secret_name="Natalia Roman-on", age=32)
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hero_5 = Hero(name="Black Lion", secret_name="Trevor Challa", age=35)
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hero_6 = Hero(name="Dr. Weird", secret_name="Steve Weird", age=36)
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hero_7 = Hero(name="Captain North America", secret_name="Esteban Rogelios", age=93)
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with Session(engine) as session:
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session.add(hero_1)
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session.add(hero_2)
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session.add(hero_3)
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session.add(hero_4)
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session.add(hero_5)
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session.add(hero_6)
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session.add(hero_7)
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session.commit()
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def select_heroes():
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with Session(engine) as session:
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statement = select(Hero).where(col(Hero.name).in_(["Deadpond", "Ratman"]))
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results = session.exec(statement)
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for hero in results:
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print(hero)
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def main():
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create_db_and_tables()
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create_heroes()
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select_heroes()
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if __name__ == "__main__":
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main()
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59
docs_src/tutorial/where/tutorial006b_py39.py
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59
docs_src/tutorial/where/tutorial006b_py39.py
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from typing import Optional
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from sqlmodel import Field, Session, SQLModel, col, create_engine, select
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class Hero(SQLModel, table=True):
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id: Optional[int] = Field(default=None, primary_key=True)
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name: str
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secret_name: str
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age: Optional[int] = None
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sqlite_file_name = "database.db"
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sqlite_url = f"sqlite:///{sqlite_file_name}"
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engine = create_engine(sqlite_url, echo=True)
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def create_db_and_tables():
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SQLModel.metadata.create_all(engine)
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def create_heroes():
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hero_1 = Hero(name="Deadpond", secret_name="Dive Wilson")
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hero_2 = Hero(name="Spider-Boy", secret_name="Pedro Parqueador")
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hero_3 = Hero(name="Rusty-Man", secret_name="Tommy Sharp", age=48)
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hero_4 = Hero(name="Tarantula", secret_name="Natalia Roman-on", age=32)
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hero_5 = Hero(name="Black Lion", secret_name="Trevor Challa", age=35)
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hero_6 = Hero(name="Dr. Weird", secret_name="Steve Weird", age=36)
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hero_7 = Hero(name="Captain North America", secret_name="Esteban Rogelios", age=93)
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with Session(engine) as session:
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session.add(hero_1)
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session.add(hero_2)
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session.add(hero_3)
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session.add(hero_4)
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session.add(hero_5)
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session.add(hero_6)
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session.add(hero_7)
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session.commit()
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def select_heroes():
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with Session(engine) as session:
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statement = select(Hero).where(col(Hero.name).in_(["Deadpond", "Ratman"]))
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results = session.exec(statement)
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for hero in results:
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print(hero)
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def main():
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create_db_and_tables()
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create_heroes()
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select_heroes()
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if __name__ == "__main__":
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main()
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35
tests/test_tutorial/test_where/test_tutorial006b.py
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35
tests/test_tutorial/test_where/test_tutorial006b.py
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import importlib
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from types import ModuleType
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import pytest
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from sqlmodel import create_engine
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from ...conftest import PrintMock, needs_py310
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@pytest.fixture(
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name="mod",
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params=[
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pytest.param("tutorial006b_py39"),
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pytest.param("tutorial006b_py310", marks=needs_py310),
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],
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)
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def get_module(request: pytest.FixtureRequest) -> ModuleType:
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mod = importlib.import_module(f"docs_src.tutorial.where.{request.param}")
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mod.sqlite_url = "sqlite://"
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mod.engine = create_engine(mod.sqlite_url)
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return mod
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def test_tutorial(print_mock: PrintMock, mod: ModuleType):
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mod.main()
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assert print_mock.calls == [
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[
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{
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"name": "Deadpond",
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"secret_name": "Dive Wilson",
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"age": None,
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"id": 1,
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}
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]
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]
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