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141 changes: 3 additions & 138 deletions README.md
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Expand Up @@ -62,156 +62,21 @@ class Note(orm.Model):
__tablename__ = "notes"
__database__ = database
__metadata__ = metadata

id = orm.Integer(primary_key=True)
text = orm.String(max_length=100)
completed = orm.Boolean(default=False)

# Create the database
# Create the database and tables
engine = sqlalchemy.create_engine(str(database.url))
metadata.create_all(engine)

# .create()
await Note.objects.create(text="Buy the groceries.", completed=False)
await Note.objects.create(text="Call Mum.", completed=True)
await Note.objects.create(text="Send invoices.", completed=True)

# .all()
notes = await Note.objects.all()

# .filter()
notes = await Note.objects.filter(completed=True).all()

# .exclude()
notes = await Note.objects.exclude(completed=False).all()

# exact, iexact, contains, icontains, lt, lte, gt, gte, in
notes = await Note.objects.filter(text__icontains="mum").all()

# .order_by()
# order by ascending name and descending id
notes = await Note.objects.order_by("name", "-id").all()

# .get()
note = await Note.objects.get(id=1)

# .first()
note = await Note.objects.filter(completed=True).first()

# .update()
await note.update(completed=True)

# .delete()
await note.delete()

# 'pk' always refers to the primary key
note = await Note.objects.get(pk=2)
note.pk # 2

print(note)
# Note(id=1, text="Buy the groceries.", completed=False)
```

ORM supports loading and filtering across foreign keys...

```python
import databases
import orm
import sqlalchemy

database = databases.Database("sqlite:///db.sqlite")
metadata = sqlalchemy.MetaData()


class Album(orm.Model):
__tablename__ = "album"
__metadata__ = metadata
__database__ = database

id = orm.Integer(primary_key=True)
name = orm.String(max_length=100)


class Track(orm.Model):
__tablename__ = "track"
__metadata__ = metadata
__database__ = database

id = orm.Integer(primary_key=True)
album = orm.ForeignKey(Album)
title = orm.String(max_length=100)
position = orm.Integer()


# Create some records to work with.
malibu = await Album.objects.create(name="Malibu")
await Track.objects.create(album=malibu, title="The Bird", position=1)
await Track.objects.create(album=malibu, title="Heart don't stand a chance", position=2)
await Track.objects.create(album=malibu, title="The Waters", position=3)

fantasies = await Album.objects.create(name="Fantasies")
await Track.objects.create(album=fantasies, title="Help I'm Alive", position=1)
await Track.objects.create(album=fantasies, title="Sick Muse", position=2)


# Fetch an instance, without loading a foreign key relationship on it.
track = await Track.objects.get(title="The Bird")

# We have an album instance, but it only has the primary key populated
print(track.album) # Album(id=1) [sparse]
print(track.album.pk) # 1
print(track.album.name) # Raises AttributeError

# Load the relationship from the database
await track.album.load()
assert track.album.name == "Malibu"

# This time, fetch an instance, loading the foreign key relationship.
track = await Track.objects.select_related("album").get(title="The Bird")
assert track.album.name == "Malibu"

# Fetch instances, with a filter across an FK relationship.
tracks = Track.objects.filter(album__name="Fantasies")
assert len(tracks) == 2

# Fetch instances, with a filter and operator across an FK relationship.
tracks = Track.objects.filter(album__name__iexact="fantasies")
assert len(tracks) == 2

# Limit a query
tracks = await Track.objects.limit(1).all()
assert len(tracks) == 1
```

## Data types

The following keyword arguments are supported on all field types.

* `primary_key`
* `allow_null`
* `default`
* `index`
* `unique`

All fields are required unless one of the following is set:

* `allow_null` - Creates a nullable column. Sets the default to `None`.
* `allow_blank` - Allow empty strings to validate. Sets the default to `""`.
* `default` - Set a default value for the field.

The following column types are supported.
See TypeSystem for [type-specific validation keyword arguments][typesystem-fields].

* `orm.BigInteger()`
* `orm.Boolean()`
* `orm.Date()`
* `orm.DateTime()`
* `orm.Enum()`
* `orm.Float()`
* `orm.Integer()`
* `orm.String(max_length)`
* `orm.Text()`
* `orm.Time()`
* `orm.JSON()`

[sqlalchemy-core]: https://docs.sqlalchemy.org/en/latest/core/
[alembic]: https://alembic.sqlalchemy.org/en/latest/
[psycopg2]: https://www.psycopg.org/
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75 changes: 75 additions & 0 deletions docs/declaring_models.md
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## Declaring models

You can define models by inheriting from `orm.Model` and
defining model fields as attributes in the class.
For each defined model you need to set two special variables:

* `__database__` for database connection.
* `__metadata__` for `SQLAlchemy` functions and migrations.

You can also specify the table name in database by setting `__tablename__` attribute.

```python
import databases
import orm
import sqlalchemy

database = databases.Database("sqlite:///db.sqlite")
metadata = sqlalchemy.MetaData()


class Note(orm.Model):
__tablename__ = "notes"
__database__ = database
__metadata__ = metadata

id = orm.Integer(primary_key=True)
text = orm.String(max_length=100)
completed = orm.Boolean(default=False)
```

ORM can create or drop database and tables from models using SQLAlchemy.
For using these functions or `Alembic` migrations, you still have to
install a synchronous DB driver: [psycopg2][psycopg2] for PostgreSQL and [pymysql][pymysql] for MySQL.

Afer installing a synchronous DB driver, you can create tables for the models using:

```python
engine = sqlalchemy.create_engine(str(database.url))
metadata.create_all(engine)
```

## Data types

The following keyword arguments are supported on all field types.

* `primary_key` - A boolean. Determine if column is primary key.
* `allow_null` - A boolean. Determine if column is nullable.
* `default` - A value or a callable (function).
* `index` - A boolean. Determine if database indexes should be created.
* `unique` - A boolean. Determine if unique constraint should be created.

All fields are required unless one of the following is set:

* `allow_null` - A boolean. Determine if column is nullable. Sets the default to `None`.
* `allow_blank` - A boolean. Determine if empty strings are allowed. Sets the default to `""`.
* `default` - A value or a callable (function).

The following column types are supported.
See `TypeSystem` for [type-specific validation keyword arguments][typesystem-fields].

* `orm.BigInteger()`
* `orm.Boolean()`
* `orm.Date()`
* `orm.DateTime()`
* `orm.Enum()`
* `orm.Float()`
* `orm.Integer()`
* `orm.String(max_length)`
* `orm.Text()`
* `orm.Time()`
* `orm.JSON()`

[psycopg2]: https://www.psycopg.org/
[pymysql]: https://github.com/PyMySQL/PyMySQL
[typesystem-fields]: https://www.encode.io/typesystem/fields/
90 changes: 90 additions & 0 deletions docs/index.md
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# ORM

<p>
<a href="https://github.com/encode/orm/actions">
<img src="https://github.com/encode/orm/workflows/Test%20Suite/badge.svg" alt="Build Status">
</a>
<a href="https://codecov.io/gh/encode/orm">
<img src="https://codecov.io/gh/encode/orm/branch/master/graph/badge.svg" alt="Coverage">
</a>
<a href="https://pypi.org/project/orm/">
<img src="https://badge.fury.io/py/orm.svg" alt="Package version">
</a>
</p>

The `orm` package is an async ORM for Python, with support for Postgres,
MySQL, and SQLite. ORM is built with:

* [SQLAlchemy core][sqlalchemy-core] for query building.
* [`databases`][databases] for cross-database async support.
* [`typesystem`][typesystem] for data validation.

Because ORM is built on SQLAlchemy core, you can use Alembic to provide
database migrations.

**ORM is still under development: We recommend pinning any dependencies with `orm~=0.1`**

---

## Installation

```shell
$ pip install orm
```

You can install the required database drivers with:

```shell
$ pip install orm[postgresql]
$ pip install orm[mysql]
$ pip install orm[sqlite]
```

Driver support is provided using one of [asyncpg][asyncpg], [aiomysql][aiomysql], or [aiosqlite][aiosqlite].
Note that if you are using any synchronous SQLAlchemy functions such as `engine.create_all()` or [alembic][alembic] migrations then you still have to install a synchronous DB driver: [psycopg2][psycopg2] for PostgreSQL and [pymysql][pymysql] for MySQL.

---

## Quickstart

**Note**: Use `ipython` to try this from the console, since it supports `await`.

```python
import databases
import orm
import sqlalchemy

database = databases.Database("sqlite:///db.sqlite")
metadata = sqlalchemy.MetaData()


class Note(orm.Model):
__tablename__ = "notes"
__database__ = database
__metadata__ = metadata
id = orm.Integer(primary_key=True)
text = orm.String(max_length=100)
completed = orm.Boolean(default=False)

# Create the database and tables
engine = sqlalchemy.create_engine(str(database.url))
metadata.create_all(engine)

await Note.objects.create(text="Buy the groceries.", completed=False)

note = await Note.objects.get(id=1)
print(note)
# Note(id=1, text="Buy the groceries.", completed=False)
```

[sqlalchemy-core]: https://docs.sqlalchemy.org/en/latest/core/
[alembic]: https://alembic.sqlalchemy.org/en/latest/
[psycopg2]: https://www.psycopg.org/
[pymysql]: https://github.com/PyMySQL/PyMySQL
[asyncpg]: https://github.com/MagicStack/asyncpg
[aiomysql]: https://github.com/aio-libs/aiomysql
[aiosqlite]: https://github.com/jreese/aiosqlite

[databases]: https://github.com/encode/databases
[typesystem]: https://github.com/encode/typesystem
[typesystem-fields]: https://www.encode.io/typesystem/fields/
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