update docs, build site folder

docs/contributing.md

@@ -0,0 +1,62 @@
+All contributions to *ormar* are welcomed!
+
+## Issues
+
+To make it as simple as possible for us to help you, please include the following:
+
+*  OS 
+*  python version
+*  ormar version
+*  database backend (mysql, sqlite or postgresql)
+
+Please try to always include the above unless you're unable to install *ormar* or **know** it's not relevant
+to your question or feature request.
+
+## Pull Requests
+
+It should be quite straight forward to get started and create a Pull Request.
+
+!!! note
+    Unless your change is trivial (typo, docs tweak etc.), please create an issue to discuss the change before
+    creating a pull request.
+
+To make contributing as easy and fast as possible, you'll want to run tests and linting locally. 
+
+You'll need to have **python 3.6**, **3.7**, or **3.8**, **virtualenv**, and **git** installed.
+
+```bash
+# 1. clone your fork and cd into the repo directory
+git clone git@github.com:<your username>/ormar.git
+cd ormar
+
+# 2. Set up a virtualenv for running tests
+virtualenv -p `which python3.7` env
+source env/bin/activate
+# (or however you prefer to setup a python environment, 3.6 will work too)
+
+# 3. Install ormar, dependencies and test dependencies
+pip install -r requirements.txt
+
+# 4. Checkout a new branch and make your changes
+git checkout -b my-new-feature-branch
+# make your changes...
+
+# 5. Formatting and linting
+# ormar uses black for formatting, flake8 for linting and mypy for type hints check
+# run all of the following as all those calls will be run on travis after every push
+black ormar
+flake8 ormar
+mypy --config-file mypy.ini ormar
+
+# 6. Run tests
+# on localhost all tests are run against sglite backend
+# rest of the backends will be checked after push
+pytest -svv --cov=ormar --cov=tests --cov-fail-under=100 --cov-report=term-missing
+
+# 7. Build documentation
+mkdocs build
+# if you have changed the documentation make sure it builds successfully
+# you can also use `mkdocs serve` to serve the documentation at localhost:8000
+
+# ... commit, push, and create your pull request
+```

docs/fastapi.md

@@ -0,0 +1,126 @@
+
+The use of ormar with fastapi is quite simple.
+
+Apart from connecting to databases at startup everything else 
+you need to do is substitute pydantic models with ormar models.
+
+Here you can find a very simple sample application code.
+
+```python
+from typing import List
+
+import databases
+import pytest
+import sqlalchemy
+from fastapi import FastAPI
+from starlette.testclient import TestClient
+
+import ormar
+from tests.settings import DATABASE_URL
+
+app = FastAPI()
+metadata = sqlalchemy.MetaData()
+database = databases.Database(DATABASE_URL, force_rollback=True)
+app.state.database = database
+
+# define startup and shutdown events
+@app.on_event("startup")
+async def startup() -> None:
+    database_ = app.state.database
+    if not database_.is_connected:
+        await database_.connect()
+
+
+@app.on_event("shutdown")
+async def shutdown() -> None:
+    database_ = app.state.database
+    if database_.is_connected:
+        await database_.disconnect()
+
+# define ormar models
+class Category(ormar.Model):
+    class Meta:
+        tablename = "categories"
+        metadata = metadata
+        database = database
+
+    id: ormar.Integer(primary_key=True)
+    name: ormar.String(max_length=100)
+
+
+class Item(ormar.Model):
+    class Meta:
+        tablename = "items"
+        metadata = metadata
+        database = database
+
+    id: ormar.Integer(primary_key=True)
+    name: ormar.String(max_length=100)
+    category: ormar.ForeignKey(Category, nullable=True)
+
+# define endpoints in fastapi
+@app.get("/items/", response_model=List[Item])
+async def get_items():
+    items = await Item.objects.select_related("category").all()
+    # not that you can return a model directly - fastapi will json-ize it
+    return items
+
+
+@app.post("/items/", response_model=Item)
+async def create_item(item: Item):
+    # note how ormar methods like save() are available streight out of the box
+    await item.save()
+    return item
+
+
+@app.post("/categories/", response_model=Category)
+async def create_category(category: Category):
+    await category.save()
+    return category
+
+
+@app.put("/items/{item_id}")
+async def get_item(item_id: int, item: Item):
+    # you can work both with item_id or item
+    item_db = await Item.objects.get(pk=item_id)
+    return await item_db.update(**item.dict())
+
+
+@app.delete("/items/{item_id}")
+async def delete_item(item_id: int, item: Item):
+    item_db = await Item.objects.get(pk=item_id)
+    return {"deleted_rows": await item_db.delete()}
+
+# here is a sample test to check the working of the ormar with fastapi
+def test_all_endpoints():
+    # note that TestClient is only sync, don't use asyns here
+    client = TestClient(app)
+    # note that you need to connect to database manually
+    # or use client as contextmanager
+    with client as client:
+        response = client.post("/categories/", json={"name": "test cat"})
+        category = response.json()
+        response = client.post(
+            "/items/", json={"name": "test", "id": 1, "category": category}
+        )
+        item = Item(**response.json())
+        assert item.pk is not None
+
+        response = client.get("/items/")
+        items = [Item(**item) for item in response.json()]
+        assert items[0] == item
+
+        item.name = "New name"
+        response = client.put(f"/items/{item.pk}", json=item.dict())
+        assert response.json() == item.dict()
+
+        response = client.get("/items/")
+        items = [Item(**item) for item in response.json()]
+        assert items[0].name == "New name"
+
+        response = client.delete(f"/items/{item.pk}", json=item.dict())
+        assert response.json().get("deleted_rows", "__UNDEFINED__") != "__UNDEFINED__"
+        response = client.get("/items/")
+        items = response.json()
+        assert len(items) == 0
+```

docs/index.md

@@ -1,4 +1,4 @@
-# ORMar
+# ormar
 <p>
 <a href="https://pypi.org/project/ormar">
     <img src="https://img.shields.io/pypi/v/ormar.svg" alt="Pypi version">
@@ -20,27 +20,43 @@
 </a>
 </p>
 
-The `ormar` package is an async ORM for Python, with support for Postgres,
+### Overview
-MySQL, and SQLite. 
+
+The `ormar` package is an async mini ORM for Python, with support for **Postgres,
+MySQL**, and **SQLite**. 
+
+The main benefit of using `ormar` are:
+
+*  getting an **async ORM that can be used with async frameworks** (fastapi, starlette etc.)
+*  getting just **one model to maintain** - you don't have to maintain pydantic and other orm model (sqlalchemy, peewee, gino etc.)
+
+The goal was to create a simple ORM that can be **used directly (as request and response models) with [`fastapi`][fastapi]** that bases it's data validation on pydantic.
 
 Ormar - apart form obvious ORM in name - get it's name from ormar in swedish which means snakes, and ormar(e) in italian which means cabinet. 
+
 And what's a better name for python ORM than snakes cabinet :)
 
+### Documentation
+
+Check out the [documentation][documentation] for details.
+
+### Dependencies
+
 Ormar is built with:
 
   * [`SQLAlchemy core`][sqlalchemy-core] for query building.
   * [`databases`][databases] for cross-database async support.
   * [`pydantic`][pydantic] for data validation.
 
+### Migrations
+
 Because ormar is built on SQLAlchemy core, you can use [`alembic`][alembic] to provide
 database migrations.
 
-The goal was to create a simple ORM that can be used directly (as request and response models) with [`fastapi`][fastapi] that bases it's data validation on pydantic.
-Initial work was inspired by [`encode/orm`][encode/orm], later I found `ormantic` and used it as a further inspiration.
-The encode package was too simple (i.e. no ability to join two times to the same table) and used typesystem for data checks.
 
+**ormar is still under development:** We recommend pinning any dependencies with `ormar~=0.3.6`
 
-**ormar is still under development:** We recommend pinning any dependencies with `ormar~=0.2.0`
+### Quick Start
 
 **Note**: Use `ipython` to try this from the console, since it supports `await`.
 
@@ -52,69 +68,6 @@ import sqlalchemy
 database = databases.Database("sqlite:///db.sqlite")
 metadata = sqlalchemy.MetaData()
 
-class Note(ormar.Model):
-    class Meta:
-        tablename = "notes"
-        database = database
-        metadata = metadata
-
-    # primary keys of type int by dafault are set to autoincrement    
-    id: ormar.Integer(primary_key=True)
-    text: ormar.String(length=100)
-    completed: ormar.Boolean(default=False)
-    # as of ormar >=0.3.2 you can provide a list of choices that will be validated
-    flag: ormar.String(default='To do', choices=['To do', 'Pending', 'Done'])
-
-# Create the database
-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()
-
-# exact, iexact, contains, icontains, lt, lte, gt, gte, in
-notes = await Note.objects.filter(text__icontains="mum").all()
-
-# exclude - from ormar >= 0.3.1
-notes = await Note.objects.exclude(text__icontains="mum").all()
-
-# startswith, istartswith, endswith, iendswith - from ormar >= 0.3.3
-notes = await Note.objects.filter(text__iendswith="mum.").all()
-notes = await Note.objects.filter(text__istartswith="call").all()
-notes = await Note.objects.filter(text__startswith="Buy").all()
-
-# .get()
-note = await Note.objects.get(id=1)
-
-# .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
-```
-
-Ormar supports loading and filtering across foreign keys...
-
-```python
-import databases
-import ormar
-import sqlalchemy
-
-database = databases.Database("sqlite:///db.sqlite")
-metadata = sqlalchemy.MetaData()
-
 
 class Album(ormar.Model):
     class Meta:
@@ -155,7 +108,7 @@ 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
+print(track.album.name)  # None
 
 # Load the relationship from the database
 await track.album.load()
@@ -184,310 +137,33 @@ tracks = await Track.objects.limit(1).all()
 assert len(tracks) == 1
 ```
 
-Since version >=0.3 Ormar supports also many to many relationships
-```python
-import databases
-import ormar
-import sqlalchemy
-
-database = databases.Database("sqlite:///db.sqlite")
-metadata = sqlalchemy.MetaData()
-
-class Author(ormar.Model):
-    class Meta:
-        tablename = "authors"
-        database = database
-        metadata = metadata
-
-    id: ormar.Integer(primary_key=True)
-    first_name: ormar.String(max_length=80)
-    last_name: ormar.String(max_length=80)
-
-
-class Category(ormar.Model):
-    class Meta:
-        tablename = "categories"
-        database = database
-        metadata = metadata
-
-    id: ormar.Integer(primary_key=True)
-    name: ormar.String(max_length=40)
-
-
-class PostCategory(ormar.Model):
-    class Meta:
-        tablename = "posts_categories"
-        database = database
-        metadata = metadata
-
-
-class Post(ormar.Model):
-    class Meta:
-        tablename = "posts"
-        database = database
-        metadata = metadata
-
-    id: ormar.Integer(primary_key=True)
-    title: ormar.String(max_length=200)
-    categories: ormar.ManyToMany(Category, through=PostCategory)
-    author: ormar.ForeignKey(Author)
-
-guido = await Author.objects.create(first_name="Guido", last_name="Van Rossum")
-post = await Post.objects.create(title="Hello, M2M", author=guido)
-news = await Category.objects.create(name="News")
-
-# Add a category to a post.
-await post.categories.add(news)
-# or from the other end:
-await news.posts.add(post)
-
-# Creating columns object from instance:
-await post.categories.create(name="Tips")
-assert len(await post.categories.all()) == 2
-
-# Many to many relation exposes a list of columns models 
-# and an API of the Queryset:
-assert news == await post.categories.get(name="News")
-
-# with all Queryset methods - filtering, selecting columns, counting etc.
-await news.posts.filter(title__contains="M2M").all()
-await Category.objects.filter(posts__author=guido).get()
-
-# columns models of many to many relation can be prefetched
-news_posts = await news.posts.select_related("author").all()
-assert news_posts[0].author == guido
-
-# Removal of the relationship by one
-await news.posts.remove(post)
-# or all at once
-await news.posts.clear()
-
-```
-
-Since version >=0.3.4 Ormar supports also queryset level delete and update statements, 
-as well as get_or_create and update_or_create
-```python
-import databases
-import ormar
-import sqlalchemy
-
-database = databases.Database("sqlite:///db.sqlite")
-metadata = sqlalchemy.MetaData()
-
-class Book(ormar.Model):
-    class Meta:
-        tablename = "books"
-        metadata = metadata
-        database = database
-
-    id: ormar.Integer(primary_key=True)
-    title: ormar.String(max_length=200)
-    author: ormar.String(max_length=100)
-    genre: ormar.String(max_length=100, default='Fiction', choices=['Fiction', 'Adventure', 'Historic', 'Fantasy'])
-
-await Book.objects.create(title='Tom Sawyer', author="Twain, Mark", genre='Adventure')
-await Book.objects.create(title='War and Peace', author="Tolstoy, Leo", genre='Fiction')
-await Book.objects.create(title='Anna Karenina', author="Tolstoy, Leo", genre='Fiction')
-await Book.objects.create(title='Harry Potter', author="Rowling, J.K.", genre='Fantasy')
-await Book.objects.create(title='Lord of the Rings', author="Tolkien, J.R.", genre='Fantasy')
-
-# update accepts kwargs that are used to update queryset model
-# all other arguments are ignored (argument names not in own model table)
-await Book.objects.filter(author="Tolstoy, Leo").update(author="Lenin, Vladimir") # update all Tolstoy's books
-all_books = await Book.objects.filter(author="Lenin, Vladimir").all()
-assert len(all_books) == 2
-
-# delete accepts kwargs that will be used in filter
-# acting in same way as queryset.filter(**kwargs).delete()
-await Book.objects.delete(genre='Fantasy') # delete all fantasy books
-all_books = await Book.objects.all()
-assert len(all_books) == 3
-
-# queryset needs to be filtered before deleting to prevent accidental overwrite
-# to update whole database table each=True needs to be provided as a safety switch
-await Book.objects.update(each=True, genre='Fiction')
-all_books = await Book.objects.filter(genre='Fiction').all()
-assert len(all_books) == 3
-
-# helper get/update or create methods of queryset
-# if not exists it will be created
-vol1 = await Book.objects.get_or_create(title="Volume I", author='Anonymous', genre='Fiction')
-assert await Book.objects.count() == 1
-
-# if exists it will be returned
-assert await Book.objects.get_or_create(title="Volume I", author='Anonymous', genre='Fiction') == vol1
-assert await Book.objects.count() == 1
-
-# if not exist the instance will be persisted in db
-vol2 = await Book.objects.update_or_create(title="Volume II", author='Anonymous', genre='Fiction')
-assert await Book.objects.count() == 1
-
-# if pk or pkname passed in kwargs (like id here) the object will be updated
-assert await Book.objects.update_or_create(id=vol2.id, genre='Historic')
-assert await Book.objects.count() == 1
-
-```
-
-
-Since version >=0.3.5 Ormar supports also bulk operations -> bulk_create and bulk_update
-```python
-import databases
-import ormar
-import sqlalchemy
-
-database = databases.Database("sqlite:///db.sqlite")
-metadata = sqlalchemy.MetaData()
-
-
-class ToDo(ormar.Model):
-    class Meta:
-        tablename = "todos"
-        metadata = metadata
-        database = database
-
-    id: ormar.Integer(primary_key=True)
-    text: ormar.String(max_length=500)
-    completed: ormar.Boolean(default=False)
-
-# create multiple instances at once with bulk_create
-await ToDo.objects.bulk_create(
-            [
-                ToDo(text="Buy the groceries."),
-                ToDo(text="Call Mum.", completed=True),
-                ToDo(text="Send invoices.", completed=True),
-            ]
-        )
-
-todoes = await ToDo.objects.all()
-assert len(todoes) == 3
-
-# update objects
-for todo in todoes:
-    todo.completed = False
-
-# perform update of all objects at once
-# objects need to have pk column set, otherwise exception is raised
-await ToDo.objects.bulk_update(todoes)
-
-completed = await ToDo.objects.filter(completed=False).all()
-assert len(completed) == 3
-
-```
-
-Since version >=0.3.6 Ormar supports unique constraints on multiple columns
-```python
-import databases
-import ormar
-import sqlalchemy
-
-database = databases.Database("sqlite:///db.sqlite")
-metadata = sqlalchemy.MetaData()
-
-
-class Product(ormar.Model):
-    class Meta:
-        tablename = "products"
-        metadata = metadata
-        database = database
-        # define your constraints in Meta class of the model
-        # it's a list that can contain multiple constraints
-        constraints = [ormar.UniqueColumns("name", "company")]
-
-    id: ormar.Integer(primary_key=True)
-    name: ormar.String(max_length=100)
-    company: ormar.String(max_length=200)
-
-await Product.objects.create(name="Cookies", company="Nestle")
-await Product.objects.create(name="Mars", company="Mars")
-await Product.objects.create(name="Mars", company="Nestle")
-
-
-# will raise error based on backend 
-# (sqlite3.IntegrityError, pymysql.IntegrityError, asyncpg.exceptions.UniqueViolationError)
-await Product.objects.create(name="Mars", company="Mars")       
-
-```
-
-Since version >=0.3.6 Ormar supports selecting subset of model columns to limit the data load.
-Warning - mandatory fields cannot be excluded as it will raise validation error, to exclude a field it has to be nullable.
-Pk column cannot be excluded - it's always auto added even if not explicitly included.
-```python
-import databases
-import pydantic
-import pytest
-import sqlalchemy
-
-import ormar
-from tests.settings import DATABASE_URL
-
-database = databases.Database(DATABASE_URL, force_rollback=True)
-metadata = sqlalchemy.MetaData()
-
-
-class Company(ormar.Model):
-    class Meta:
-        tablename = "companies"
-        metadata = metadata
-        database = database
-
-    id: ormar.Integer(primary_key=True)
-    name: ormar.String(max_length=100)
-    founded: ormar.Integer(nullable=True)
-
-
-class Car(ormar.Model):
-    class Meta:
-        tablename = "cars"
-        metadata = metadata
-        database = database
-
-    id: ormar.Integer(primary_key=True)
-    manufacturer: ormar.ForeignKey(Company)
-    name: ormar.String(max_length=100)
-    year: ormar.Integer(nullable=True)
-    gearbox_type: ormar.String(max_length=20, nullable=True)
-    gears: ormar.Integer(nullable=True)
-    aircon_type: ormar.String(max_length=20, nullable=True)
-
-
-
-# build some sample data
-toyota = await Company.objects.create(name="Toyota", founded=1937)
-await Car.objects.create(manufacturer=toyota, name="Corolla", year=2020, gearbox_type='Manual', gears=5,
-                         aircon_type='Manual')
-await Car.objects.create(manufacturer=toyota, name="Yaris", year=2019, gearbox_type='Manual', gears=5,
-                         aircon_type='Manual')
-await Car.objects.create(manufacturer=toyota, name="Supreme", year=2020, gearbox_type='Auto', gears=6,
-                         aircon_type='Auto')
-
-# select manufacturer but only name - to include related models use notation {model_name}__{column}
-all_cars = await Car.objects.select_related('manufacturer').fields(['id', 'name', 'company__name']).all()
-for car in all_cars:
-    # excluded columns will yield None
-    assert all(getattr(car, x) is None for x in ['year', 'gearbox_type', 'gears', 'aircon_type'])
-    # included column on related models will be available, pk column is always included
-    # even if you do not include it in fields list
-    assert car.manufacturer.name == 'Toyota'
-    # also in the nested related models - you cannot exclude pk - it's always auto added 
-    assert car.manufacturer.founded is None
-
-# fields() can be called several times, building up the columns to select
-# models selected in select_related but with no columns in fields list implies all fields
-all_cars = await Car.objects.select_related('manufacturer').fields('id').fields(
-                ['name']).all()
-# all fiels from company model are selected
-assert all_cars[0].manufacturer.name == 'Toyota' 
-assert all_cars[0].manufacturer.founded ==  1937
-
-# cannot exclude mandatory model columns - company__name in this example
-await Car.objects.select_related('manufacturer').fields(['id', 'name', 'company__founded']).all()
-# will raise pydantic ValidationError as company.name is required
-
-```
-
-
 ## Data types
 
+#### Relation types
+
+*  One to many  - with `ForeignKey`
+*  Many to many - with `Many2Many`
+
+#### Model fields types
+
+Available Model Fields (with required args - optional ones in docs):
+
+* `String(max_length)`
+* `Text()`
+* `Boolean()`
+* `Integer()`
+* `Float()`
+* `Date()`
+* `Time()`
+* `DateTime()`
+* `JSON()`
+* `BigInteger()`
+* `Decimal(scale, precision)`
+* `UUID()`
+* `ForeignKey(to)`
+* `Many2Many(to, through)`
+
+### Available fields options
 The following keyword arguments are supported on all field types.
 
   * `primary_key: bool`
@@ -506,25 +182,12 @@ All fields are required unless one of the following is set:
   * `primary key` with `autoincrement` - When a column is set to primary key and autoincrement is set on this column. 
 Autoincrement is set by default on int primary keys. 
 
-Available Model Fields (with required args - optional ones in docs):
+
-* `String(max_length)`
-* `Text()`
-* `Boolean()`
-* `Integer()`
-* `Float()`
-* `Date()`
-* `Time()`
-* `DateTime()`
-* `JSON()`
-* `BigInteger()`
-* `Decimal(scale, precision)`
-* `UUID()`
-* `ForeignKey(to)`
-* `Many2Many(to, through)`
 
 [sqlalchemy-core]: https://docs.sqlalchemy.org/en/latest/core/
 [databases]: https://github.com/encode/databases
 [pydantic]: https://pydantic-docs.helpmanual.io/
 [encode/orm]: https://github.com/encode/orm/
 [alembic]: https://alembic.sqlalchemy.org/en/latest/
-[fastapi]: https://fastapi.tiangolo.com/
+[fastapi]: https://fastapi.tiangolo.com/
+[documentation]: https://ormar.collerek.com/

docs/install.md

@@ -0,0 +1,50 @@
+## Installation
+
+Installation is as simple as:
+
+```py
+pip install ormar
+```
+
+### Dependencies
+
+Ormar uses `databases` for connectivity issues, `pydantic` for validation and `sqlalchemy-core` for queries.
+
+All three should install along the installation of ormar if not present at your system before.
+
+*  databases
+*  pydantic>=1.5 
+*  sqlalchemy 
+
+
+## Optional dependencies
+
+*ormar* has three optional dependencies based on database backend you use:
+
+### Postgresql
+
+```py
+pip install ormar[postgresql]
+```
+
+### Mysql
+
+Will install also `asyncpg` and `psycopg2`.
+
+```py
+pip install ormar[mysql]
+```
+
+Will install also `aiomysql` and `pymysql`.
+
+### Sqlite
+
+```py
+pip install ormar[sqlite]
+```
+
+Will install also `aiosqlite`.
+
+### Manual installation of dependencies
+
+Of course, you can also install these requirements manually with `pip install asyncpg` etc.

docs/queries.md

@@ -130,6 +130,45 @@ assert len(all_books) == 3
 
 `update_or_create(**kwargs) -> Model`
 
+Updates the model, or in case there is no match in database creates a new one.
+
+```python hl_lines="24-30"
+import databases
+import ormar
+import sqlalchemy
+
+database = databases.Database("sqlite:///db.sqlite")
+metadata = sqlalchemy.MetaData()
+
+class Book(ormar.Model):
+    class Meta:
+        tablename = "books"
+        metadata = metadata
+        database = database
+
+    id: ormar.Integer(primary_key=True)
+    title: ormar.String(max_length=200)
+    author: ormar.String(max_length=100)
+    genre: ormar.String(max_length=100, default='Fiction', choices=['Fiction', 'Adventure', 'Historic', 'Fantasy'])
+
+await Book.objects.create(title='Tom Sawyer', author="Twain, Mark", genre='Adventure')
+await Book.objects.create(title='War and Peace', author="Tolstoy, Leo", genre='Fiction')
+await Book.objects.create(title='Anna Karenina', author="Tolstoy, Leo", genre='Fiction')
+
+
+# if not exist the instance will be persisted in db
+vol2 = await Book.objects.update_or_create(title="Volume II", author='Anonymous', genre='Fiction')
+assert await Book.objects.count() == 1
+
+# if pk or pkname passed in kwargs (like id here) the object will be updated
+assert await Book.objects.update_or_create(id=vol2.id, genre='Historic')
+assert await Book.objects.count() == 1
+```
+
+!!!note
+    Note that if you want to create a new object you either have to pass pk column value or pk column has to be set as autoincrement
+
+
 ### bulk_create
 
 `bulk_create(objects: List["Model"]) -> None`
@@ -238,15 +277,27 @@ assert len(all_books) == 2
 
 ### all
 
-Returns all rows from a database for given model
+`all(self, **kwargs) -> List[Optional["Model"]]`
+
+Returns all rows from a database for given model for set filter options.
+
+Passing kwargs is a shortcut and equals to calling `filter(**kwrags).all()`.
+
+If there are no rows meeting the criteria an empty list is returned.
 
 ```python
-tracks = await Track.objects.select_related("album").all()
+tracks = await Track.objects.select_related("album").all(title='Sample')
-# will return a list of all Tracks
+# will return a list of all Tracks with title Sample
+
+tracks = await Track.objects.all()
+# will return a list of all Tracks in database
+
 ```
 
 ### filter
 
+`filter(**kwargs) -> QuerySet`
+
 Allows you to filter by any `Model` attribute/field 
 as well as to fetch instances, with a filter across an FK relationship.
 
@@ -269,16 +320,40 @@ You can use special filter suffix to change the filter operands:
 *  gte - like `position__gte=3` (sql >=)
 *  lt - like `position__lt=3` (sql <)
 *  lte - like `position__lte=3` (sql <=)
+*  startswith - like `album__name__startswith='Mal'` (exact start match)
+*  istartswith - like `album__name__istartswith='mal'` (exact start match case insensitive)
+*  endswith - like `album__name__endswith='ibu'` (exact end match)
+*  iendswith - like `album__name__iendswith='IBU'` (exact end match case insensitive)
 
 !!!note
-    `filter()`, `select_related()`, `limit()` and `offset()` returns a QueySet instance so you can chain them together.
+    All methods that do not return the rows explicitly returns a QueySet instance so you can chain them together
+    
+    So operations like `filter()`, `select_related()`, `limit()` and `offset()` etc. can be chained.
     
     Something like `Track.object.select_related("album").filter(album__name="Malibu").offset(1).limit(1).all()`
 
 ### exclude
 
+`exclude(**kwargs) -> QuerySet`
+
+Works exactly the same as filter and all modifiers (suffixes) are the same, but returns a not condition.
+
+So if you use `filter(name='John')` which equals to `where name = 'John'` in SQL, 
+the `exclude(name='John')` equals to `where name <> 'John'`
+
+Note that all conditions are joined so if you pass multiple values it becomes a union of conditions.
+
+`exclude(name='John', age>=35)` will become `where not (name='John' and age>=35)`
+
+```python
+notes = await Track.objects.exclude(position_gt=3).all()
+# returns all tracks with position < 3
+```
+
 ### select_related
 
+`select_related(related: Union[List, str]) -> QuerySet`
+
 Allows to prefetch related models. 
 
 To fetch related model use `ForeignKey` names.
@@ -299,17 +374,24 @@ classes = await SchoolClass.objects.select_related(
 # as well as classes students
 ```
 
+Exactly the same behavior is for Many2Many fields, where you put the names of Many2Many fields and the final `Models` are fetched for you.
+
 !!!warning
     If you set `ForeignKey` field as not nullable (so required) during 
     all queries the not nullable `Models` will be auto prefetched, even if you do not include them in select_related.
 
 !!!note
-    `filter()`, `select_related()`, `limit()` and `offset()` returns a QueySet instance so you can chain them together.
+    All methods that do not return the rows explicitly returns a QueySet instance so you can chain them together
+    
+    So operations like `filter()`, `select_related()`, `limit()` and `offset()` etc. can be chained.
     
     Something like `Track.object.select_related("album").filter(album__name="Malibu").offset(1).limit(1).all()`
 
+
 ### limit
 
+`limit(limit_count: int) -> QuerySet`
+
 You can limit the results to desired number of rows.
 
 ```python
@@ -318,12 +400,16 @@ tracks = await Track.objects.limit(1).all()
 ```
 
 !!!note
-    `filter()`, `select_related()`, `limit()` and `offset()` returns a QueySet instance so you can chain them together.
+    All methods that do not return the rows explicitly returns a QueySet instance so you can chain them together
+    
+    So operations like `filter()`, `select_related()`, `limit()` and `offset()` etc. can be chained.
     
     Something like `Track.object.select_related("album").filter(album__name="Malibu").offset(1).limit(1).all()`
 
 ### offset
 
+`offset(offset: int) -> QuerySet`
+
 You can also offset the results by desired number of rows.
 
 ```python
@@ -331,18 +417,126 @@ tracks = await Track.objects.offset(1).limit(1).all()
 # will return just one Track, but this time the second one
 ```
 
+!!!note
+    All methods that do not return the rows explicitly returns a QueySet instance so you can chain them together
+    
+    So operations like `filter()`, `select_related()`, `limit()` and `offset()` etc. can be chained.
+    
+    Something like `Track.object.select_related("album").filter(album__name="Malibu").offset(1).limit(1).all()`
+
+
 ### count
 
+`count() -> int`
+
+Returns number of rows matching the given criteria (applied with `filter` and `exclude`)
+
+```python
+# returns count of rows in db
+no_of_books = await Book.objects.count()
+```
 
 ### exists
 
+`exists() -> bool`
+
+Returns a bool value to confirm if there are rows matching the given criteria (applied with `filter` and `exclude`)
+
+```python
+# returns a boolean value if given row exists
+has_sample = await Book.objects.filter(title='Sample').exists()
+```
+
 ### fields
 
+`fields(columns: Union[List, str]) -> QuerySet`
+
+With `fields()` you can select subset of model columns to limit the data load.
+
+```python hl_lines="48 60 61 67"
+import databases
+import sqlalchemy
+
+import ormar
+from tests.settings import DATABASE_URL
+
+database = databases.Database(DATABASE_URL, force_rollback=True)
+metadata = sqlalchemy.MetaData()
+
+
+class Company(ormar.Model):
+    class Meta:
+        tablename = "companies"
+        metadata = metadata
+        database = database
+
+    id: ormar.Integer(primary_key=True)
+    name: ormar.String(max_length=100)
+    founded: ormar.Integer(nullable=True)
+
+
+class Car(ormar.Model):
+    class Meta:
+        tablename = "cars"
+        metadata = metadata
+        database = database
+
+    id: ormar.Integer(primary_key=True)
+    manufacturer: ormar.ForeignKey(Company)
+    name: ormar.String(max_length=100)
+    year: ormar.Integer(nullable=True)
+    gearbox_type: ormar.String(max_length=20, nullable=True)
+    gears: ormar.Integer(nullable=True)
+    aircon_type: ormar.String(max_length=20, nullable=True)
+
+
+
+# build some sample data
+toyota = await Company.objects.create(name="Toyota", founded=1937)
+await Car.objects.create(manufacturer=toyota, name="Corolla", year=2020, gearbox_type='Manual', gears=5,
+                         aircon_type='Manual')
+await Car.objects.create(manufacturer=toyota, name="Yaris", year=2019, gearbox_type='Manual', gears=5,
+                         aircon_type='Manual')
+await Car.objects.create(manufacturer=toyota, name="Supreme", year=2020, gearbox_type='Auto', gears=6,
+                         aircon_type='Auto')
+
+# select manufacturer but only name - to include related models use notation {model_name}__{column}
+all_cars = await Car.objects.select_related('manufacturer').fields(['id', 'name', 'company__name']).all()
+for car in all_cars:
+    # excluded columns will yield None
+    assert all(getattr(car, x) is None for x in ['year', 'gearbox_type', 'gears', 'aircon_type'])
+    # included column on related models will be available, pk column is always included
+    # even if you do not include it in fields list
+    assert car.manufacturer.name == 'Toyota'
+    # also in the nested related models - you cannot exclude pk - it's always auto added 
+    assert car.manufacturer.founded is None
+
+# fields() can be called several times, building up the columns to select
+# models selected in select_related but with no columns in fields list implies all fields
+all_cars = await Car.objects.select_related('manufacturer').fields('id').fields(
+                ['name']).all()
+# all fiels from company model are selected
+assert all_cars[0].manufacturer.name == 'Toyota' 
+assert all_cars[0].manufacturer.founded ==  1937
+
+# cannot exclude mandatory model columns - company__name in this example
+await Car.objects.select_related('manufacturer').fields(['id', 'name', 'company__founded']).all()
+# will raise pydantic ValidationError as company.name is required
+
+```
+
+!!!warning
+    Mandatory fields cannot be excluded as it will raise `ValidationError`, to exclude a field it has to be nullable.
+
+!!!tip
+    Pk column cannot be excluded - it's always auto added even if not explicitly included.
 
 
 !!!note
-    `filter()`, `select_related()`, `limit()` and `offset()` returns a QueySet instance so you can chain them together.
+    All methods that do not return the rows explicitly returns a QueySet instance so you can chain them together
+    
+    So operations like `filter()`, `select_related()`, `limit()` and `offset()` etc. can be chained.
     
     Something like `Track.object.select_related("album").filter(album__name="Malibu").offset(1).limit(1).all()`
-    
+
 [models]: ./models.md

mkdocs.yml

@@ -8,7 +8,6 @@ nav:
   - Relations: relations.md
   - Queries: queries.md
   - Use with Fastapi: fastapi.md
-  - Testing: testing.md
   - Contributing: contributing.md
 repo_name: collerek/ormar
 repo_url: https://github.com/collerek/ormar

site/404.html

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+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-footer-copyright">
+        
+        Made with
+        <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+          Material for MkDocs
+        </a>
+      </div>
+      
+    </div>
+  </div>
+</footer>
+      
+    </div>
+    
+      <script src="/assets/javascripts/vendor.d1f5a259.min.js"></script>
+      <script src="/assets/javascripts/bundle.f9edbbd5.min.js"></script><script id="__lang" type="application/json">{"clipboard.copy": "Copy to clipboard", "clipboard.copied": "Copied to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.result.placeholder": "Type to start searching", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents"}</script>
+      
+      <script>
+        app = initialize({
+          base: "/",
+          features: [],
+          search: Object.assign({
+            worker: "/assets/javascripts/worker/search.fae956e7.min.js"
+          }, typeof search !== "undefined" && search)
+        })
+      </script>
+      
+        <script src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/10.1.1/highlight.min.js"></script>
+      
+        <script src="/javascripts/config.js"></script>
+      
+    
+  </body>
+</html>

site/assets/javascripts/lunr/min/lunr.da.min.js

@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Danish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.da=function(){this.pipeline.reset(),this.pipeline.add(e.da.trimmer,e.da.stopWordFilter,e.da.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.da.stemmer))},e.da.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.da.trimmer=e.trimmerSupport.generateTrimmer(e.da.wordCharacters),e.Pipeline.registerFunction(e.da.trimmer,"trimmer-da"),e.da.stemmer=function(){var r=e.stemmerSupport.Among,i=e.stemmerSupport.SnowballProgram,n=new function(){function e(){var e,r=f.cursor+3;if(d=f.limit,0<=r&&r<=f.limit){for(a=r;;){if(e=f.cursor,f.in_grouping(w,97,248)){f.cursor=e;break}if(f.cursor=e,e>=f.limit)return;f.cursor++}for(;!f.out_grouping(w,97,248);){if(f.cursor>=f.limit)return;f.cursor++}d=f.cursor,d<a&&(d=a)}}function n(){var e,r;if(f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(c,32),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del();break;case 2:f.in_grouping_b(p,97,229)&&f.slice_del()}}function t(){var e,r=f.limit-f.cursor;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.find_among_b(l,4)?(f.bra=f.cursor,f.limit_backward=e,f.cursor=f.limit-r,f.cursor>f.limit_backward&&(f.cursor--,f.bra=f.cursor,f.slice_del())):f.limit_backward=e)}function s(){var e,r,i,n=f.limit-f.cursor;if(f.ket=f.cursor,f.eq_s_b(2,"st")&&(f.bra=f.cursor,f.eq_s_b(2,"ig")&&f.slice_del()),f.cursor=f.limit-n,f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(m,5),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del(),i=f.limit-f.cursor,t(),f.cursor=f.limit-i;break;case 2:f.slice_from("løs")}}function o(){var e;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.out_grouping_b(w,97,248)?(f.bra=f.cursor,u=f.slice_to(u),f.limit_backward=e,f.eq_v_b(u)&&f.slice_del()):f.limit_backward=e)}var a,d,u,c=[new r("hed",-1,1),new r("ethed",0,1),new r("ered",-1,1),new r("e",-1,1),new r("erede",3,1),new r("ende",3,1),new r("erende",5,1),new r("ene",3,1),new r("erne",3,1),new r("ere",3,1),new r("en",-1,1),new r("heden",10,1),new r("eren",10,1),new r("er",-1,1),new r("heder",13,1),new r("erer",13,1),new r("s",-1,2),new r("heds",16,1),new r("es",16,1),new r("endes",18,1),new r("erendes",19,1),new r("enes",18,1),new r("ernes",18,1),new r("eres",18,1),new r("ens",16,1),new r("hedens",24,1),new r("erens",24,1),new r("ers",16,1),new r("ets",16,1),new r("erets",28,1),new r("et",-1,1),new r("eret",30,1)],l=[new r("gd",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("elig",1,1),new r("els",-1,1),new r("løst",-1,2)],w=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],p=[239,254,42,3,0,0,0,0,0,0,0,0,0,0,0,0,16],f=new i;this.setCurrent=function(e){f.setCurrent(e)},this.getCurrent=function(){return f.getCurrent()},this.stem=function(){var r=f.cursor;return e(),f.limit_backward=r,f.cursor=f.limit,n(),f.cursor=f.limit,t(),f.cursor=f.limit,s(),f.cursor=f.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.da.stemmer,"stemmer-da"),e.da.stopWordFilter=e.generateStopWordFilter("ad af alle alt anden at blev blive bliver da de dem den denne der deres det dette dig din disse dog du efter eller en end er et for fra ham han hans har havde have hende hendes her hos hun hvad hvis hvor i ikke ind jeg jer jo kunne man mange med meget men mig min mine mit mod ned noget nogle nu når og også om op os over på selv sig sin sine sit skal skulle som sådan thi til ud under var vi vil ville vor være været".split(" ")),e.Pipeline.registerFunction(e.da.stopWordFilter,"stopWordFilter-da")}});

site/assets/javascripts/lunr/min/lunr.ja.min.js

@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.ja=function(){this.pipeline.reset(),this.pipeline.add(e.ja.trimmer,e.ja.stopWordFilter,e.ja.stemmer),r?this.tokenizer=e.ja.tokenizer:(e.tokenizer&&(e.tokenizer=e.ja.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.ja.tokenizer))};var t=new e.TinySegmenter;e.ja.tokenizer=function(i){var n,o,s,p,a,u,m,l,c,f;if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t.toLowerCase()):t.toLowerCase()});for(o=i.toString().toLowerCase().replace(/^\s+/,""),n=o.length-1;n>=0;n--)if(/\S/.test(o.charAt(n))){o=o.substring(0,n+1);break}for(a=[],s=o.length,c=0,l=0;c<=s;c++)if(u=o.charAt(c),m=c-l,u.match(/\s/)||c==s){if(m>0)for(p=t.segment(o.slice(l,c)).filter(function(e){return!!e}),f=l,n=0;n<p.length;n++)r?a.push(new e.Token(p[n],{position:[f,p[n].length],index:a.length})):a.push(p[n]),f+=p[n].length;l=c+1}return a},e.ja.stemmer=function(){return function(e){return e}}(),e.Pipeline.registerFunction(e.ja.stemmer,"stemmer-ja"),e.ja.wordCharacters="一二三四五六七八九十百千万億兆一-龠々〆ヵヶぁ-んァ-ヴーｱ-ﾝﾞa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ja.trimmer=e.trimmerSupport.generateTrimmer(e.ja.wordCharacters),e.Pipeline.registerFunction(e.ja.trimmer,"trimmer-ja"),e.ja.stopWordFilter=e.generateStopWordFilter("これ それ あれ この その あの ここ そこ あそこ こちら どこ だれ なに なん 何 私 貴方 貴方方 我々 私達 あの人 あのかた 彼女 彼 です あります おります います は が の に を で え から まで より も どの と し それで しかし".split(" ")),e.Pipeline.registerFunction(e.ja.stopWordFilter,"stopWordFilter-ja"),e.jp=e.ja,e.Pipeline.registerFunction(e.jp.stemmer,"stemmer-jp"),e.Pipeline.registerFunction(e.jp.trimmer,"trimmer-jp"),e.Pipeline.registerFunction(e.jp.stopWordFilter,"stopWordFilter-jp")}});

site/assets/javascripts/lunr/min/lunr.jp.min.js

@@ -0,0 +1 @@
+module.exports=require("./lunr.ja");

site/assets/javascripts/lunr/min/lunr.multi.min.js

@@ -0,0 +1 @@
+!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){e.multiLanguage=function(){for(var t=Array.prototype.slice.call(arguments),i=t.join("-"),r="",n=[],s=[],p=0;p<t.length;++p)"en"==t[p]?(r+="\\w",n.unshift(e.stopWordFilter),n.push(e.stemmer),s.push(e.stemmer)):(r+=e[t[p]].wordCharacters,e[t[p]].stopWordFilter&&n.unshift(e[t[p]].stopWordFilter),e[t[p]].stemmer&&(n.push(e[t[p]].stemmer),s.push(e[t[p]].stemmer)));var o=e.trimmerSupport.generateTrimmer(r);return e.Pipeline.registerFunction(o,"lunr-multi-trimmer-"+i),n.unshift(o),function(){this.pipeline.reset(),this.pipeline.add.apply(this.pipeline,n),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add.apply(this.searchPipeline,s))}}}});

site/assets/javascripts/lunr/min/lunr.no.min.js

@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Norwegian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.no=function(){this.pipeline.reset(),this.pipeline.add(e.no.trimmer,e.no.stopWordFilter,e.no.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.no.stemmer))},e.no.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.no.trimmer=e.trimmerSupport.generateTrimmer(e.no.wordCharacters),e.Pipeline.registerFunction(e.no.trimmer,"trimmer-no"),e.no.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(){var e,r=w.cursor+3;if(a=w.limit,0<=r||r<=w.limit){for(s=r;;){if(e=w.cursor,w.in_grouping(d,97,248)){w.cursor=e;break}if(e>=w.limit)return;w.cursor=e+1}for(;!w.out_grouping(d,97,248);){if(w.cursor>=w.limit)return;w.cursor++}a=w.cursor,a<s&&(a=s)}}function i(){var e,r,n;if(w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,e=w.find_among_b(m,29),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:n=w.limit-w.cursor,w.in_grouping_b(c,98,122)?w.slice_del():(w.cursor=w.limit-n,w.eq_s_b(1,"k")&&w.out_grouping_b(d,97,248)&&w.slice_del());break;case 3:w.slice_from("er")}}function t(){var e,r=w.limit-w.cursor;w.cursor>=a&&(e=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,w.find_among_b(u,2)?(w.bra=w.cursor,w.limit_backward=e,w.cursor=w.limit-r,w.cursor>w.limit_backward&&(w.cursor--,w.bra=w.cursor,w.slice_del())):w.limit_backward=e)}function o(){var e,r;w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,e=w.find_among_b(l,11),e?(w.bra=w.cursor,w.limit_backward=r,1==e&&w.slice_del()):w.limit_backward=r)}var s,a,m=[new r("a",-1,1),new r("e",-1,1),new r("ede",1,1),new r("ande",1,1),new r("ende",1,1),new r("ane",1,1),new r("ene",1,1),new r("hetene",6,1),new r("erte",1,3),new r("en",-1,1),new r("heten",9,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",12,1),new r("s",-1,2),new r("as",14,1),new r("es",14,1),new r("edes",16,1),new r("endes",16,1),new r("enes",16,1),new r("hetenes",19,1),new r("ens",14,1),new r("hetens",21,1),new r("ers",14,1),new r("ets",14,1),new r("et",-1,1),new r("het",25,1),new r("ert",-1,3),new r("ast",-1,1)],u=[new r("dt",-1,-1),new r("vt",-1,-1)],l=[new r("leg",-1,1),new r("eleg",0,1),new r("ig",-1,1),new r("eig",2,1),new r("lig",2,1),new r("elig",4,1),new r("els",-1,1),new r("lov",-1,1),new r("elov",7,1),new r("slov",7,1),new r("hetslov",9,1)],d=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],c=[119,125,149,1],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,i(),w.cursor=w.limit,t(),w.cursor=w.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.no.stemmer,"stemmer-no"),e.no.stopWordFilter=e.generateStopWordFilter("alle at av bare begge ble blei bli blir blitt både båe da de deg dei deim deira deires dem den denne der dere deres det dette di din disse ditt du dykk dykkar då eg ein eit eitt eller elles en enn er et ett etter for fordi fra før ha hadde han hans har hennar henne hennes her hjå ho hoe honom hoss hossen hun hva hvem hver hvilke hvilken hvis hvor hvordan hvorfor i ikke ikkje ikkje ingen ingi inkje inn inni ja jeg kan kom korleis korso kun kunne kva kvar kvarhelst kven kvi kvifor man mange me med medan meg meget mellom men mi min mine mitt mot mykje ned no noe noen noka noko nokon nokor nokre nå når og også om opp oss over på samme seg selv si si sia sidan siden sin sine sitt sjøl skal skulle slik so som som somme somt så sånn til um upp ut uten var vart varte ved vere verte vi vil ville vore vors vort vår være være vært å".split(" ")),e.Pipeline.registerFunction(e.no.stopWordFilter,"stopWordFilter-no")}});

site/assets/javascripts/lunr/min/lunr.stemmer.support.min.js

@@ -0,0 +1 @@
+!function(r,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(r.lunr)}(this,function(){return function(r){r.stemmerSupport={Among:function(r,t,i,s){if(this.toCharArray=function(r){for(var t=r.length,i=new Array(t),s=0;s<t;s++)i[s]=r.charCodeAt(s);return i},!r&&""!=r||!t&&0!=t||!i)throw"Bad Among initialisation: s:"+r+", substring_i: "+t+", result: "+i;this.s_size=r.length,this.s=this.toCharArray(r),this.substring_i=t,this.result=i,this.method=s},SnowballProgram:function(){var r;return{bra:0,ket:0,limit:0,cursor:0,limit_backward:0,setCurrent:function(t){r=t,this.cursor=0,this.limit=t.length,this.limit_backward=0,this.bra=this.cursor,this.ket=this.limit},getCurrent:function(){var t=r;return r=null,t},in_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},in_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},out_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e>s||e<i)return this.cursor++,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},out_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e>s||e<i)return this.cursor--,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},eq_s:function(t,i){if(this.limit-this.cursor<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor+s)!=i.charCodeAt(s))return!1;return this.cursor+=t,!0},eq_s_b:function(t,i){if(this.cursor-this.limit_backward<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor-t+s)!=i.charCodeAt(s))return!1;return this.cursor-=t,!0},find_among:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=l;m<_.s_size;m++){if(n+l==u){f=-1;break}if(f=r.charCodeAt(n+l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n+_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n+_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},find_among_b:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit_backward,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=_.s_size-1-l;m>=0;m--){if(n-l==u){f=-1;break}if(f=r.charCodeAt(n-1-l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n-_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n-_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},replace_s:function(t,i,s){var e=s.length-(i-t),n=r.substring(0,t),u=r.substring(i);return r=n+s+u,this.limit+=e,this.cursor>=i?this.cursor+=e:this.cursor>t&&(this.cursor=t),e},slice_check:function(){if(this.bra<0||this.bra>this.ket||this.ket>this.limit||this.limit>r.length)throw"faulty slice operation"},slice_from:function(r){this.slice_check(),this.replace_s(this.bra,this.ket,r)},slice_del:function(){this.slice_from("")},insert:function(r,t,i){var s=this.replace_s(r,t,i);r<=this.bra&&(this.bra+=s),r<=this.ket&&(this.ket+=s)},slice_to:function(){return this.slice_check(),r.substring(this.bra,this.ket)},eq_v_b:function(r){return this.eq_s_b(r.length,r)}}}},r.trimmerSupport={generateTrimmer:function(r){var t=new RegExp("^[^"+r+"]+"),i=new RegExp("[^"+r+"]+$");return function(r){return"function"==typeof r.update?r.update(function(r){return r.replace(t,"").replace(i,"")}):r.replace(t,"").replace(i,"")}}}}});

site/assets/javascripts/lunr/min/lunr.sv.min.js

@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Swedish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
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site/assets/javascripts/lunr/min/lunr.vi.min.js

@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.vi=function(){this.pipeline.reset(),this.pipeline.add(e.vi.stopWordFilter,e.vi.trimmer)},e.vi.wordCharacters="[A-Za-ẓ̀͐́͑̉̃̓ÂâÊêÔôĂ-ăĐ-đƠ-ơƯ-ư]",e.vi.trimmer=e.trimmerSupport.generateTrimmer(e.vi.wordCharacters),e.Pipeline.registerFunction(e.vi.trimmer,"trimmer-vi"),e.vi.stopWordFilter=e.generateStopWordFilter("là cái nhưng mà".split(" "))}});

site/contributing/index.html

@@ -0,0 +1,547 @@
+
+
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="An simple async ORM with fastapi in mind and pydantic validation.">
+      
+      
+      
+      <link rel="shortcut icon" href="../assets/images/favicon.png">
+      <meta name="generator" content="mkdocs-1.1.2, mkdocs-material-5.5.5">
+    
+    
+      
+        <title>Contributing - ormar</title>
+      
+    
+    
+      <link rel="stylesheet" href="../assets/stylesheets/main.63b94e9e.min.css">
+      
+        <link rel="stylesheet" href="../assets/stylesheets/palette.7f672a1f.min.css">
+      
+      
+        
+        
+        <meta name="theme-color" content="#3f51b5">
+      
+    
+    
+    
+      
+        <link href="https://fonts.gstatic.com" rel="preconnect" crossorigin>
+        <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,400i,700%7CRoboto+Mono&display=fallback">
+        <style>body,input{font-family:"Roboto",-apple-system,BlinkMacSystemFont,Helvetica,Arial,sans-serif}code,kbd,pre{font-family:"Roboto Mono",SFMono-Regular,Consolas,Menlo,monospace}</style>
+      
+    
+    
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/10.1.1/styles/default.min.css">
+    
+    
+      
+    
+    
+  </head>
+  
+  
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="" data-md-color-primary="indigo" data-md-color-accent="">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#issues" class="md-skip">
+          Skip to content
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+      <header class="md-header" data-md-component="header">
+  <nav class="md-header-nav md-grid" aria-label="Header">
+    <a href=".." title="ormar" class="md-header-nav__button md-logo" aria-label="ormar">
+      
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 8a3 3 0 003-3 3 3 0 00-3-3 3 3 0 00-3 3 3 3 0 003 3m0 3.54C9.64 9.35 6.5 8 3 8v11c3.5 0 6.64 1.35 9 3.54 2.36-2.19 5.5-3.54 9-3.54V8c-3.5 0-6.64 1.35-9 3.54z"/></svg>
+
+    </a>
+    <label class="md-header-nav__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2z"/></svg>
+    </label>
+    <div class="md-header-nav__title" data-md-component="header-title">
+      
+        <div class="md-header-nav__ellipsis">
+          <span class="md-header-nav__topic md-ellipsis">
+            ormar
+          </span>
+          <span class="md-header-nav__topic md-ellipsis">
+            
+              Contributing
+            
+          </span>
+        </div>
+      
+    </div>
+    
+      <label class="md-header-nav__button md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0116 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 019.5 16 6.5 6.5 0 013 9.5 6.5 6.5 0 019.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
+      </label>
+      
+<div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" data-md-state="active">
+      <label class="md-search__icon md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0116 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 019.5 16 6.5 6.5 0 013 9.5 6.5 6.5 0 019.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
+      </label>
+      <button type="reset" class="md-search__icon md-icon" aria-label="Clear" data-md-component="search-reset" tabindex="-1">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41L17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41z"/></svg>
+      </button>
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header-nav__source">
+        
+<a href="https://github.com/collerek/ormar/" title="Go to repository" class="md-source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z"/></svg>
+  </div>
+  <div class="md-source__repository">
+    collerek/ormar
+  </div>
+</a>
+      </div>
+    
+  </nav>
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+        
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              <div class="md-sidebar md-sidebar--primary" data-md-component="navigation">
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    <nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="ormar" class="md-nav__button md-logo" aria-label="ormar">
+      
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 8a3 3 0 003-3 3 3 0 00-3-3 3 3 0 00-3 3 3 3 0 003 3m0 3.54C9.64 9.35 6.5 8 3 8v11c3.5 0 6.64 1.35 9 3.54 2.36-2.19 5.5-3.54 9-3.54V8c-3.5 0-6.64 1.35-9 3.54z"/></svg>
+
+    </a>
+    ormar
+  </label>
+  
+    <div class="md-nav__source">
+      
+<a href="https://github.com/collerek/ormar/" title="Go to repository" class="md-source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z"/></svg>
+  </div>
+  <div class="md-source__repository">
+    collerek/ormar
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href=".." title="Overview" class="md-nav__link">
+      Overview
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../install/" title="Installation" class="md-nav__link">
+      Installation
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../models/" title="Models" class="md-nav__link">
+      Models
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../fields/" title="Fields" class="md-nav__link">
+      Fields
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../relations/" title="Relations" class="md-nav__link">
+      Relations
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../queries/" title="Queries" class="md-nav__link">
+      Queries
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../fastapi/" title="Use with Fastapi" class="md-nav__link">
+      Use with Fastapi
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+  
+
+
+  <li class="md-nav__item md-nav__item--active">
+    
+    <input class="md-nav__toggle md-toggle" data-md-toggle="toc" type="checkbox" id="__toc">
+    
+    
+      <label class="md-nav__link md-nav__link--active" for="__toc">
+        Contributing
+        <span class="md-nav__icon md-icon">
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 9h14V7H3v2m0 4h14v-2H3v2m0 4h14v-2H3v2m16 0h2v-2h-2v2m0-10v2h2V7h-2m0 6h2v-2h-2v2z"/></svg>
+        </span>
+      </label>
+    
+    <a href="./" title="Contributing" class="md-nav__link md-nav__link--active">
+      Contributing
+    </a>
+    
+      
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
+      </span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#issues" class="md-nav__link">
+    Issues
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#pull-requests" class="md-nav__link">
+    Pull Requests
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+    
+  </li>
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="toc">
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
+      </span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#issues" class="md-nav__link">
+    Issues
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#pull-requests" class="md-nav__link">
+    Pull Requests
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          <div class="md-content">
+            <article class="md-content__inner md-typeset">
+              
+                
+                  <a href="https://github.com/collerek/ormar/edit/master/docs/contributing.md" title="Edit this page" class="md-content__button md-icon">
+                    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
+                  </a>
+                
+                
+                  
+                
+                
+                  <h1>Contributing</h1>
+                
+                <p>All contributions to <em>ormar</em> are welcomed!</p>
+<h2 id="issues">Issues</h2>
+<p>To make it as simple as possible for us to help you, please include the following:</p>
+<ul>
+<li>OS </li>
+<li>python version</li>
+<li>ormar version</li>
+<li>database backend (mysql, sqlite or postgresql)</li>
+</ul>
+<p>Please try to always include the above unless you're unable to install <em>ormar</em> or <strong>know</strong> it's not relevant
+to your question or feature request.</p>
+<h2 id="pull-requests">Pull Requests</h2>
+<p>It should be quite straight forward to get started and create a Pull Request.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Unless your change is trivial (typo, docs tweak etc.), please create an issue to discuss the change before
+creating a pull request.</p>
+</div>
+<p>To make contributing as easy and fast as possible, you'll want to run tests and linting locally. </p>
+<p>You'll need to have <strong>python 3.6</strong>, <strong>3.7</strong>, or <strong>3.8</strong>, <strong>virtualenv</strong>, and <strong>git</strong> installed.</p>
+<table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span> 1
+ 2
+ 3
+ 4
+ 5
+ 6
+ 7
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+34</pre></div></td><td class="code"><div class="highlight"><pre><span></span><code><span class="c1"># 1. clone your fork and cd into the repo directory</span>
+git clone git@github.com:&lt;your username&gt;/ormar.git
+<span class="nb">cd</span> ormar
+
+<span class="c1"># 2. Set up a virtualenv for running tests</span>
+virtualenv -p <span class="sb">`</span>which python3.7<span class="sb">`</span> env
+<span class="nb">source</span> env/bin/activate
+<span class="c1"># (or however you prefer to setup a python environment, 3.6 will work too)</span>
+
+<span class="c1"># 3. Install ormar, dependencies and test dependencies</span>
+pip install -r requirements.txt
+
+<span class="c1"># 4. Checkout a new branch and make your changes</span>
+git checkout -b my-new-feature-branch
+<span class="c1"># make your changes...</span>
+
+<span class="c1"># 5. Formatting and linting</span>
+<span class="c1"># ormar uses black for formatting, flake8 for linting and mypy for type hints check</span>
+<span class="c1"># run all of the following as all those calls will be run on travis after every push</span>
+black ormar
+flake8 ormar
+mypy --config-file mypy.ini ormar
+
+<span class="c1"># 6. Run tests</span>
+<span class="c1"># on localhost all tests are run against sglite backend</span>
+<span class="c1"># rest of the backends will be checked after push</span>
+pytest -svv --cov<span class="o">=</span>ormar --cov<span class="o">=</span>tests --cov-fail-under<span class="o">=</span><span class="m">100</span> --cov-report<span class="o">=</span>term-missing
+
+<span class="c1"># 7. Build documentation</span>
+mkdocs build
+<span class="c1"># if you have changed the documentation make sure it builds successfully</span>
+<span class="c1"># you can also use `mkdocs serve` to serve the documentation at localhost:8000</span>
+
+<span class="c1"># ... commit, push, and create your pull request</span>
+</code></pre></div>
+</td></tr></table>
+                
+              
+              
+                
+
+
+              
+            </article>
+          </div>
+        </div>
+      </main>
+      
+        
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+</html>

site/fastapi/index.html

@@ -0,0 +1,629 @@
+
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+
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+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="An simple async ORM with fastapi in mind and pydantic validation.">
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+    
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+    <body dir="ltr" data-md-color-scheme="" data-md-color-primary="indigo" data-md-color-accent="">
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+    <div data-md-component="skip">
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+    
+      <header class="md-header" data-md-component="header">
+  <nav class="md-header-nav md-grid" aria-label="Header">
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+
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+    </label>
+    <div class="md-header-nav__title" data-md-component="header-title">
+      
+        <div class="md-header-nav__ellipsis">
+          <span class="md-header-nav__topic md-ellipsis">
+            ormar
+          </span>
+          <span class="md-header-nav__topic md-ellipsis">
+            
+              Use with Fastapi
+            
+          </span>
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+      
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+      </label>
+      
+<div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" data-md-state="active">
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+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
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+      </button>
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
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+
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+  </div>
+  <div class="md-source__repository">
+    collerek/ormar
+  </div>
+</a>
+    </div>
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+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href=".." title="Overview" class="md-nav__link">
+      Overview
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../install/" title="Installation" class="md-nav__link">
+      Installation
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../models/" title="Models" class="md-nav__link">
+      Models
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../fields/" title="Fields" class="md-nav__link">
+      Fields
+    </a>
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+
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+      
+      
+      
+
+
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+    <a href="../relations/" title="Relations" class="md-nav__link">
+      Relations
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+
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+      
+      
+      
+
+
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+    <a href="../queries/" title="Queries" class="md-nav__link">
+      Queries
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+      
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+
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+
+
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+    
+    
+    <a href="./" title="Use with Fastapi" class="md-nav__link md-nav__link--active">
+      Use with Fastapi
+    </a>
+    
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../contributing/" title="Contributing" class="md-nav__link">
+      Contributing
+    </a>
+  </li>
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+          
+          <div class="md-content">
+            <article class="md-content__inner md-typeset">
+              
+                
+                  <a href="https://github.com/collerek/ormar/edit/master/docs/fastapi.md" title="Edit this page" class="md-content__button md-icon">
+                    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
+                  </a>
+                
+                
+                  
+                
+                
+                  <h1>Use with Fastapi</h1>
+                
+                <p>The use of ormar with fastapi is quite simple.</p>
+<p>Apart from connecting to databases at startup everything else 
+you need to do is substitute pydantic models with ormar models.</p>
+<p>Here you can find a very simple sample application code.</p>
+<table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span>  1
+  2
+  3
+  4
+  5
+  6
+  7
+  8
+  9
+ 10
+ 11
+ 12
+ 13
+ 14
+ 15
+ 16
+ 17
+ 18
+ 19
+ 20
+ 21
+ 22
+ 23
+ 24
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+ 26
+ 27
+ 28
+ 29
+ 30
+ 31
+ 32
+ 33
+ 34
+ 35
+ 36
+ 37
+ 38
+ 39
+ 40
+ 41
+ 42
+ 43
+ 44
+ 45
+ 46
+ 47
+ 48
+ 49
+ 50
+ 51
+ 52
+ 53
+ 54
+ 55
+ 56
+ 57
+ 58
+ 59
+ 60
+ 61
+ 62
+ 63
+ 64
+ 65
+ 66
+ 67
+ 68
+ 69
+ 70
+ 71
+ 72
+ 73
+ 74
+ 75
+ 76
+ 77
+ 78
+ 79
+ 80
+ 81
+ 82
+ 83
+ 84
+ 85
+ 86
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+ 88
+ 89
+ 90
+ 91
+ 92
+ 93
+ 94
+ 95
+ 96
+ 97
+ 98
+ 99
+100
+101
+102
+103
+104
+105
+106
+107
+108
+109
+110
+111
+112
+113
+114
+115
+116</pre></div></td><td class="code"><div class="highlight"><pre><span></span><code><span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">List</span>
+
+<span class="kn">import</span> <span class="nn">databases</span>
+<span class="kn">import</span> <span class="nn">pytest</span>
+<span class="kn">import</span> <span class="nn">sqlalchemy</span>
+<span class="kn">from</span> <span class="nn">fastapi</span> <span class="kn">import</span> <span class="n">FastAPI</span>
+<span class="kn">from</span> <span class="nn">starlette.testclient</span> <span class="kn">import</span> <span class="n">TestClient</span>
+
+<span class="kn">import</span> <span class="nn">ormar</span>
+<span class="kn">from</span> <span class="nn">tests.settings</span> <span class="kn">import</span> <span class="n">DATABASE_URL</span>
+
+<span class="n">app</span> <span class="o">=</span> <span class="n">FastAPI</span><span class="p">()</span>
+<span class="n">metadata</span> <span class="o">=</span> <span class="n">sqlalchemy</span><span class="o">.</span><span class="n">MetaData</span><span class="p">()</span>
+<span class="n">database</span> <span class="o">=</span> <span class="n">databases</span><span class="o">.</span><span class="n">Database</span><span class="p">(</span><span class="n">DATABASE_URL</span><span class="p">,</span> <span class="n">force_rollback</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="n">app</span><span class="o">.</span><span class="n">state</span><span class="o">.</span><span class="n">database</span> <span class="o">=</span> <span class="n">database</span>
+
+<span class="c1"># define startup and shutdown events</span>
+<span class="nd">@app</span><span class="o">.</span><span class="n">on_event</span><span class="p">(</span><span class="s2">&quot;startup&quot;</span><span class="p">)</span>
+<span class="k">async</span> <span class="k">def</span> <span class="nf">startup</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="n">database_</span> <span class="o">=</span> <span class="n">app</span><span class="o">.</span><span class="n">state</span><span class="o">.</span><span class="n">database</span>
+    <span class="k">if</span> <span class="ow">not</span> <span class="n">database_</span><span class="o">.</span><span class="n">is_connected</span><span class="p">:</span>
+        <span class="k">await</span> <span class="n">database_</span><span class="o">.</span><span class="n">connect</span><span class="p">()</span>
+
+
+<span class="nd">@app</span><span class="o">.</span><span class="n">on_event</span><span class="p">(</span><span class="s2">&quot;shutdown&quot;</span><span class="p">)</span>
+<span class="k">async</span> <span class="k">def</span> <span class="nf">shutdown</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+    <span class="n">database_</span> <span class="o">=</span> <span class="n">app</span><span class="o">.</span><span class="n">state</span><span class="o">.</span><span class="n">database</span>
+    <span class="k">if</span> <span class="n">database_</span><span class="o">.</span><span class="n">is_connected</span><span class="p">:</span>
+        <span class="k">await</span> <span class="n">database_</span><span class="o">.</span><span class="n">disconnect</span><span class="p">()</span>
+
+<span class="c1"># define ormar models</span>
+<span class="k">class</span> <span class="nc">Category</span><span class="p">(</span><span class="n">ormar</span><span class="o">.</span><span class="n">Model</span><span class="p">):</span>
+    <span class="k">class</span> <span class="nc">Meta</span><span class="p">:</span>
+        <span class="n">tablename</span> <span class="o">=</span> <span class="s2">&quot;categories&quot;</span>
+        <span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span>
+        <span class="n">database</span> <span class="o">=</span> <span class="n">database</span>
+
+    <span class="nb">id</span><span class="p">:</span> <span class="n">ormar</span><span class="o">.</span><span class="n">Integer</span><span class="p">(</span><span class="n">primary_key</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">name</span><span class="p">:</span> <span class="n">ormar</span><span class="o">.</span><span class="n">String</span><span class="p">(</span><span class="n">max_length</span><span class="o">=</span><span class="mi">100</span><span class="p">)</span>
+
+
+<span class="k">class</span> <span class="nc">Item</span><span class="p">(</span><span class="n">ormar</span><span class="o">.</span><span class="n">Model</span><span class="p">):</span>
+    <span class="k">class</span> <span class="nc">Meta</span><span class="p">:</span>
+        <span class="n">tablename</span> <span class="o">=</span> <span class="s2">&quot;items&quot;</span>
+        <span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span>
+        <span class="n">database</span> <span class="o">=</span> <span class="n">database</span>
+
+    <span class="nb">id</span><span class="p">:</span> <span class="n">ormar</span><span class="o">.</span><span class="n">Integer</span><span class="p">(</span><span class="n">primary_key</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">name</span><span class="p">:</span> <span class="n">ormar</span><span class="o">.</span><span class="n">String</span><span class="p">(</span><span class="n">max_length</span><span class="o">=</span><span class="mi">100</span><span class="p">)</span>
+    <span class="n">category</span><span class="p">:</span> <span class="n">ormar</span><span class="o">.</span><span class="n">ForeignKey</span><span class="p">(</span><span class="n">Category</span><span class="p">,</span> <span class="n">nullable</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+<span class="c1"># define endpoints in fastapi</span>
+<span class="nd">@app</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/items/&quot;</span><span class="p">,</span> <span class="n">response_model</span><span class="o">=</span><span class="n">List</span><span class="p">[</span><span class="n">Item</span><span class="p">])</span>
+<span class="k">async</span> <span class="k">def</span> <span class="nf">get_items</span><span class="p">():</span>
+    <span class="n">items</span> <span class="o">=</span> <span class="k">await</span> <span class="n">Item</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">select_related</span><span class="p">(</span><span class="s2">&quot;category&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">all</span><span class="p">()</span>
+    <span class="c1"># not that you can return a model directly - fastapi will json-ize it</span>
+    <span class="k">return</span> <span class="n">items</span>
+
+
+<span class="nd">@app</span><span class="o">.</span><span class="n">post</span><span class="p">(</span><span class="s2">&quot;/items/&quot;</span><span class="p">,</span> <span class="n">response_model</span><span class="o">=</span><span class="n">Item</span><span class="p">)</span>
+<span class="k">async</span> <span class="k">def</span> <span class="nf">create_item</span><span class="p">(</span><span class="n">item</span><span class="p">:</span> <span class="n">Item</span><span class="p">):</span>
+    <span class="c1"># note how ormar methods like save() are available streight out of the box</span>
+    <span class="k">await</span> <span class="n">item</span><span class="o">.</span><span class="n">save</span><span class="p">()</span>
+    <span class="k">return</span> <span class="n">item</span>
+
+
+<span class="nd">@app</span><span class="o">.</span><span class="n">post</span><span class="p">(</span><span class="s2">&quot;/categories/&quot;</span><span class="p">,</span> <span class="n">response_model</span><span class="o">=</span><span class="n">Category</span><span class="p">)</span>
+<span class="k">async</span> <span class="k">def</span> <span class="nf">create_category</span><span class="p">(</span><span class="n">category</span><span class="p">:</span> <span class="n">Category</span><span class="p">):</span>
+    <span class="k">await</span> <span class="n">category</span><span class="o">.</span><span class="n">save</span><span class="p">()</span>
+    <span class="k">return</span> <span class="n">category</span>
+
+
+<span class="nd">@app</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="s2">&quot;/items/</span><span class="si">{item_id}</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="k">async</span> <span class="k">def</span> <span class="nf">get_item</span><span class="p">(</span><span class="n">item_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">item</span><span class="p">:</span> <span class="n">Item</span><span class="p">):</span>
+    <span class="c1"># you can work both with item_id or item</span>
+    <span class="n">item_db</span> <span class="o">=</span> <span class="k">await</span> <span class="n">Item</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">pk</span><span class="o">=</span><span class="n">item_id</span><span class="p">)</span>
+    <span class="k">return</span> <span class="k">await</span> <span class="n">item_db</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="o">**</span><span class="n">item</span><span class="o">.</span><span class="n">dict</span><span class="p">())</span>
+
+
+<span class="nd">@app</span><span class="o">.</span><span class="n">delete</span><span class="p">(</span><span class="s2">&quot;/items/</span><span class="si">{item_id}</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="k">async</span> <span class="k">def</span> <span class="nf">delete_item</span><span class="p">(</span><span class="n">item_id</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">item</span><span class="p">:</span> <span class="n">Item</span><span class="p">):</span>
+    <span class="n">item_db</span> <span class="o">=</span> <span class="k">await</span> <span class="n">Item</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">pk</span><span class="o">=</span><span class="n">item_id</span><span class="p">)</span>
+    <span class="k">return</span> <span class="p">{</span><span class="s2">&quot;deleted_rows&quot;</span><span class="p">:</span> <span class="k">await</span> <span class="n">item_db</span><span class="o">.</span><span class="n">delete</span><span class="p">()}</span>
+
+<span class="c1"># here is a sample test to check the working of the ormar with fastapi</span>
+<span class="k">def</span> <span class="nf">test_all_endpoints</span><span class="p">():</span>
+    <span class="c1"># note that TestClient is only sync, don&#39;t use asyns here</span>
+    <span class="n">client</span> <span class="o">=</span> <span class="n">TestClient</span><span class="p">(</span><span class="n">app</span><span class="p">)</span>
+    <span class="c1"># note that you need to connect to database manually</span>
+    <span class="c1"># or use client as contextmanager</span>
+    <span class="k">with</span> <span class="n">client</span> <span class="k">as</span> <span class="n">client</span><span class="p">:</span>
+        <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">post</span><span class="p">(</span><span class="s2">&quot;/categories/&quot;</span><span class="p">,</span> <span class="n">json</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="s2">&quot;test cat&quot;</span><span class="p">})</span>
+        <span class="n">category</span> <span class="o">=</span> <span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">()</span>
+        <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">post</span><span class="p">(</span>
+            <span class="s2">&quot;/items/&quot;</span><span class="p">,</span> <span class="n">json</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="s2">&quot;test&quot;</span><span class="p">,</span> <span class="s2">&quot;id&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s2">&quot;category&quot;</span><span class="p">:</span> <span class="n">category</span><span class="p">}</span>
+        <span class="p">)</span>
+        <span class="n">item</span> <span class="o">=</span> <span class="n">Item</span><span class="p">(</span><span class="o">**</span><span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">())</span>
+        <span class="k">assert</span> <span class="n">item</span><span class="o">.</span><span class="n">pk</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span>
+
+        <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/items/&quot;</span><span class="p">)</span>
+        <span class="n">items</span> <span class="o">=</span> <span class="p">[</span><span class="n">Item</span><span class="p">(</span><span class="o">**</span><span class="n">item</span><span class="p">)</span> <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">()]</span>
+        <span class="k">assert</span> <span class="n">items</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="n">item</span>
+
+        <span class="n">item</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="s2">&quot;New name&quot;</span>
+        <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;/items/</span><span class="si">{</span><span class="n">item</span><span class="o">.</span><span class="n">pk</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span> <span class="n">json</span><span class="o">=</span><span class="n">item</span><span class="o">.</span><span class="n">dict</span><span class="p">())</span>
+        <span class="k">assert</span> <span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">()</span> <span class="o">==</span> <span class="n">item</span><span class="o">.</span><span class="n">dict</span><span class="p">()</span>
+
+        <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/items/&quot;</span><span class="p">)</span>
+        <span class="n">items</span> <span class="o">=</span> <span class="p">[</span><span class="n">Item</span><span class="p">(</span><span class="o">**</span><span class="n">item</span><span class="p">)</span> <span class="k">for</span> <span class="n">item</span> <span class="ow">in</span> <span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">()]</span>
+        <span class="k">assert</span> <span class="n">items</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">name</span> <span class="o">==</span> <span class="s2">&quot;New name&quot;</span>
+
+        <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">delete</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;/items/</span><span class="si">{</span><span class="n">item</span><span class="o">.</span><span class="n">pk</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span> <span class="n">json</span><span class="o">=</span><span class="n">item</span><span class="o">.</span><span class="n">dict</span><span class="p">())</span>
+        <span class="k">assert</span> <span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">()</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;deleted_rows&quot;</span><span class="p">,</span> <span class="s2">&quot;__UNDEFINED__&quot;</span><span class="p">)</span> <span class="o">!=</span> <span class="s2">&quot;__UNDEFINED__&quot;</span>
+        <span class="n">response</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;/items/&quot;</span><span class="p">)</span>
+        <span class="n">items</span> <span class="o">=</span> <span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">()</span>
+        <span class="k">assert</span> <span class="nb">len</span><span class="p">(</span><span class="n">items</span><span class="p">)</span> <span class="o">==</span> <span class="mi">0</span>
+</code></pre></div>
+</td></tr></table>
+                
+              
+              
+                
+
+
+              
+            </article>
+          </div>
+        </div>
+      </main>
+      
+        
+<footer class="md-footer">
+  
+    <div class="md-footer-nav">
+      <nav class="md-footer-nav__inner md-grid" aria-label="Footer">
+        
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+            <div class="md-footer-nav__button md-icon">
+              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
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+          </a>
+        
+      </nav>
+    </div>
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
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+        
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+          Material for MkDocs
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+          }, typeof search !== "undefined" && search)
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+      
+        <script src="../javascripts/config.js"></script>
+      
+    
+  </body>
+</html>

site/fields/index.html

@@ -0,0 +1,973 @@
+
+
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="An simple async ORM with fastapi in mind and pydantic validation.">
+      
+      
+      
+      <link rel="shortcut icon" href="../assets/images/favicon.png">
+      <meta name="generator" content="mkdocs-1.1.2, mkdocs-material-5.5.5">
+    
+    
+      
+        <title>Fields - ormar</title>
+      
+    
+    
+      <link rel="stylesheet" href="../assets/stylesheets/main.63b94e9e.min.css">
+      
+        <link rel="stylesheet" href="../assets/stylesheets/palette.7f672a1f.min.css">
+      
+      
+        
+        
+        <meta name="theme-color" content="#3f51b5">
+      
+    
+    
+    
+      
+        <link href="https://fonts.gstatic.com" rel="preconnect" crossorigin>
+        <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,400i,700%7CRoboto+Mono&display=fallback">
+        <style>body,input{font-family:"Roboto",-apple-system,BlinkMacSystemFont,Helvetica,Arial,sans-serif}code,kbd,pre{font-family:"Roboto Mono",SFMono-Regular,Consolas,Menlo,monospace}</style>
+      
+    
+    
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/10.1.1/styles/default.min.css">
+    
+    
+      
+    
+    
+  </head>
+  
+  
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="" data-md-color-primary="indigo" data-md-color-accent="">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#fields" class="md-skip">
+          Skip to content
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+      <header class="md-header" data-md-component="header">
+  <nav class="md-header-nav md-grid" aria-label="Header">
+    <a href=".." title="ormar" class="md-header-nav__button md-logo" aria-label="ormar">
+      
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 8a3 3 0 003-3 3 3 0 00-3-3 3 3 0 00-3 3 3 3 0 003 3m0 3.54C9.64 9.35 6.5 8 3 8v11c3.5 0 6.64 1.35 9 3.54 2.36-2.19 5.5-3.54 9-3.54V8c-3.5 0-6.64 1.35-9 3.54z"/></svg>
+
+    </a>
+    <label class="md-header-nav__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2z"/></svg>
+    </label>
+    <div class="md-header-nav__title" data-md-component="header-title">
+      
+        <div class="md-header-nav__ellipsis">
+          <span class="md-header-nav__topic md-ellipsis">
+            ormar
+          </span>
+          <span class="md-header-nav__topic md-ellipsis">
+            
+              Fields
+            
+          </span>
+        </div>
+      
+    </div>
+    
+      <label class="md-header-nav__button md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0116 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 019.5 16 6.5 6.5 0 013 9.5 6.5 6.5 0 019.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
+      </label>
+      
+<div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
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+    <ul class="md-nav__list" data-md-scrollfix>
+      
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+  <a href="#common-parameters" class="md-nav__link">
+    Common Parameters
+  </a>
+  
+    <nav class="md-nav" aria-label="Common Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#primary_key" class="md-nav__link">
+    primary_key
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#autoincrement" class="md-nav__link">
+    autoincrement
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#nullable" class="md-nav__link">
+    nullable
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#default" class="md-nav__link">
+    default
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+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#server-default" class="md-nav__link">
+    server default
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+        
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+    unique
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+        
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+  <a href="#choices" class="md-nav__link">
+    choices
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+  
+</li>
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+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#fields-types" class="md-nav__link">
+    Fields Types
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields Types">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#string" class="md-nav__link">
+    String
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#text" class="md-nav__link">
+    Text
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#boolean" class="md-nav__link">
+    Boolean
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#integer" class="md-nav__link">
+    Integer
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#biginteger" class="md-nav__link">
+    BigInteger
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#float" class="md-nav__link">
+    Float
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#decimal" class="md-nav__link">
+    Decimal
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#date" class="md-nav__link">
+    Date
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
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+    Time
+  </a>
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+        
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+    DateTime
+  </a>
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+        
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+    JSON
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
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+    UUID
+  </a>
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+
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+    <a href="../relations/" title="Relations" class="md-nav__link">
+      Relations
+    </a>
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+
+    
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+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../queries/" title="Queries" class="md-nav__link">
+      Queries
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+    <a href="../fastapi/" title="Use with Fastapi" class="md-nav__link">
+      Use with Fastapi
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+      Contributing
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+                  </div>
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+                    
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+      
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+    Common Parameters
+  </a>
+  
+    <nav class="md-nav" aria-label="Common Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#primary_key" class="md-nav__link">
+    primary_key
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#autoincrement" class="md-nav__link">
+    autoincrement
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#nullable" class="md-nav__link">
+    nullable
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#default" class="md-nav__link">
+    default
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#server-default" class="md-nav__link">
+    server default
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#index" class="md-nav__link">
+    index
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
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+    unique
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
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+    pydantic_only
+  </a>
+  
+</li>
+        
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+  <a href="#choices" class="md-nav__link">
+    choices
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+  
+</li>
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+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#fields-types" class="md-nav__link">
+    Fields Types
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields Types">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#string" class="md-nav__link">
+    String
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#text" class="md-nav__link">
+    Text
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#boolean" class="md-nav__link">
+    Boolean
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#integer" class="md-nav__link">
+    Integer
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#biginteger" class="md-nav__link">
+    BigInteger
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#float" class="md-nav__link">
+    Float
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#decimal" class="md-nav__link">
+    Decimal
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#date" class="md-nav__link">
+    Date
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#time" class="md-nav__link">
+    Time
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#datetime" class="md-nav__link">
+    DateTime
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#json" class="md-nav__link">
+    JSON
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#uuid" class="md-nav__link">
+    UUID
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          <div class="md-content">
+            <article class="md-content__inner md-typeset">
+              
+                
+                  <a href="https://github.com/collerek/ormar/edit/master/docs/fields.md" title="Edit this page" class="md-content__button md-icon">
+                    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
+                  </a>
+                
+                
+                  
+                
+                
+                <h1 id="fields">Fields</h1>
+<p>There are 12 basic model field types and a special <code>ForeignKey</code> and <code>Many2Many</code> fields to establish relationships between models.</p>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>For explanation of <code>ForeignKey</code> and <code>Many2Many</code> fields check <a href="../relations/">relations</a>.</p>
+</div>
+<p>Each of the <code>Fields</code> has assigned both <code>sqlalchemy</code> column class and python type that is used to create <code>pydantic</code> model.</p>
+<h2 id="common-parameters">Common Parameters</h2>
+<p>All <code>Field</code> types have a set of common parameters.</p>
+<h3 id="primary_key">primary_key</h3>
+<p><code>primary_key</code>: <code>bool</code> = <code>False</code> -&gt; by default False.</p>
+<p>Sets the primary key column on a table, foreign keys always refer to the pk of the <code>Model</code>.</p>
+<p>Used in sql only.</p>
+<h3 id="autoincrement">autoincrement</h3>
+<p><code>autoincrement</code>: <code>bool</code> = <code>primary_key and type == int</code> -&gt; defaults to True if column is a primary key and of type Integer, otherwise False.</p>
+<p>Can be only used with int/bigint fields.</p>
+<p>If a field has autoincrement it becomes optional.</p>
+<p>Used both in sql and pydantic (changes pk field to optional for autoincrement).</p>
+<h3 id="nullable">nullable</h3>
+<p><code>nullable</code>: <code>bool</code> = <code>not primary_key</code> -&gt; defaults to False for primary key column, and True for all other. </p>
+<p>Specifies if field is optional or required, used both with sql and pydantic.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>By default all <code>ForeignKeys</code> are also nullable, meaning the related <code>Model</code> is not required.</p>
+<p>If you change the <code>ForeignKey</code> column to <code>nullable=False</code>, it becomes required.</p>
+</div>
+<div class="admonition info">
+<p class="admonition-title">Info</p>
+<p>If you want to know more about how you can preload related models during queries and how the relations work read the <a href="../queries/">queries</a> and <a href="../relations/">relations</a> sections. </p>
+</div>
+<h3 id="default">default</h3>
+<p><code>default</code>: <code>Any</code> = <code>None</code> -&gt; defaults to None. </p>
+<p>A default value used if no other value is passed.</p>
+<p>In sql invoked on an insert, used during pydantic model definition.</p>
+<p>If the field has a default value it becomes optional.</p>
+<p>You can pass a static value or a Callable (function etc.)</p>
+<p>Used both in sql and pydantic.</p>
+<h3 id="server-default">server default</h3>
+<p><code>server_default</code>: <code>Any</code> = <code>None</code>  -&gt; defaults to None. </p>
+<p>A default value used if no other value is passed.</p>
+<p>In sql invoked on the server side so you can pass i.e. sql function (like now() wrapped in sqlalchemy text() clause).</p>
+<p>If the field has a server_default value it becomes optional.</p>
+<p>You can pass a static value or a Callable (function etc.)</p>
+<p>Used in sql only.</p>
+<h3 id="index">index</h3>
+<p><code>index</code>: <code>bool</code> = <code>False</code> -&gt; by default False, </p>
+<p>Sets the index on a table's column.</p>
+<p>Used in sql only.</p>
+<h3 id="unique">unique</h3>
+<p><code>unique</code>: <code>bool</code> = <code>False</code> </p>
+<p>Sets the unique constraint on a table's column.</p>
+<p>Used in sql only.</p>
+<h3 id="pydantic_only">pydantic_only</h3>
+<p><code>pydantic_only</code>: <code>bool</code> = <code>False</code> </p>
+<p>Prevents creation of a sql column for given field.</p>
+<p>Used for data related to given model but not to be stored in the database.</p>
+<p>Used in pydantic only.</p>
+<h3 id="choices">choices</h3>
+<p><code>choices</code>: <code>Sequence</code> = <code>[]</code> </p>
+<p>A set of choices allowed to be used for given field.</p>
+<p>Used for data validation on pydantic side.</p>
+<p>Prevents insertion of value not present in the choices list.</p>
+<p>Used in pydantic only.</p>
+<h2 id="fields-types">Fields Types</h2>
+<h3 id="string">String</h3>
+<p><code>String(max_length, 
+        allow_blank: bool = True,
+        strip_whitespace: bool = False,
+        min_length: int = None,
+        max_length: int = None,
+        curtail_length: int = None,
+        regex: str = None,)</code> has a required <code>max_length</code> parameter.  </p>
+<ul>
+<li>Sqlalchemy column: <code>sqlalchemy.String</code>  </li>
+<li>Type (used for pydantic): <code>str</code> </li>
+</ul>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>For explanation of other parameters check <a href="https://pydantic-docs.helpmanual.io/usage/types/#constrained-types">pydantic</a> documentation.</p>
+</div>
+<h3 id="text">Text</h3>
+<p><code>Text(allow_blank: bool = True, strip_whitespace: bool = False)</code> has no required parameters.  </p>
+<ul>
+<li>Sqlalchemy column: <code>sqlalchemy.Text</code>  </li>
+<li>Type (used for pydantic): <code>str</code> </li>
+</ul>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>For explanation of other parameters check <a href="https://pydantic-docs.helpmanual.io/usage/types/#constrained-types">pydantic</a> documentation.</p>
+</div>
+<h3 id="boolean">Boolean</h3>
+<p><code>Boolean()</code> has no required parameters.  </p>
+<ul>
+<li>Sqlalchemy column: <code>sqlalchemy.Boolean</code>  </li>
+<li>Type (used for pydantic): <code>bool</code> </li>
+</ul>
+<h3 id="integer">Integer</h3>
+<p><code>Integer(minimum: int = None,
+        maximum: int = None,
+        multiple_of: int = None)</code> has no required parameters.  </p>
+<ul>
+<li>Sqlalchemy column: <code>sqlalchemy.Integer</code>  </li>
+<li>Type (used for pydantic): <code>int</code> </li>
+</ul>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>For explanation of other parameters check <a href="https://pydantic-docs.helpmanual.io/usage/types/#constrained-types">pydantic</a> documentation.</p>
+</div>
+<h3 id="biginteger">BigInteger</h3>
+<p><code>BigInteger(minimum: int = None,
+        maximum: int = None,
+        multiple_of: int = None)</code> has no required parameters.  </p>
+<ul>
+<li>Sqlalchemy column: <code>sqlalchemy.BigInteger</code>  </li>
+<li>Type (used for pydantic): <code>int</code> </li>
+</ul>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>For explanation of other parameters check <a href="https://pydantic-docs.helpmanual.io/usage/types/#constrained-types">pydantic</a> documentation.</p>
+</div>
+<h3 id="float">Float</h3>
+<p><code>Float(minimum: float = None,
+        maximum: float = None,
+        multiple_of: int = None)</code> has no required parameters.  </p>
+<ul>
+<li>Sqlalchemy column: <code>sqlalchemy.Float</code>  </li>
+<li>Type (used for pydantic): <code>float</code> </li>
+</ul>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>For explanation of other parameters check <a href="https://pydantic-docs.helpmanual.io/usage/types/#constrained-types">pydantic</a> documentation.</p>
+</div>
+<h3 id="decimal">Decimal</h3>
+<p><code>Decimal(minimum: float = None,
+        maximum: float = None,
+        multiple_of: int = None,
+        precision: int = None,
+        scale: int = None,
+        max_digits: int = None,
+        decimal_places: int = None)</code> has no required parameters</p>
+<p>You can use either <code>length</code> and <code>precision</code> parameters or <code>max_digits</code> and <code>decimal_places</code>.  </p>
+<ul>
+<li>Sqlalchemy column: <code>sqlalchemy.DECIMAL</code>  </li>
+<li>Type (used for pydantic): <code>decimal.Decimal</code> </li>
+</ul>
+<div class="admonition tip">
+<p class="admonition-title">Tip</p>
+<p>For explanation of other parameters check <a href="https://pydantic-docs.helpmanual.io/usage/types/#constrained-types">pydantic</a> documentation.</p>
+</div>
+<h3 id="date">Date</h3>
+<p><code>Date()</code> has no required parameters.  </p>
+<ul>
+<li>Sqlalchemy column: <code>sqlalchemy.Date</code>  </li>
+<li>Type (used for pydantic): <code>datetime.date</code> </li>
+</ul>
+<h3 id="time">Time</h3>
+<p><code>Time()</code> has no required parameters.  </p>
+<ul>
+<li>Sqlalchemy column: <code>sqlalchemy.Time</code>  </li>
+<li>Type (used for pydantic): <code>datetime.time</code> </li>
+</ul>
+<h3 id="datetime">DateTime</h3>
+<p><code>DateTime()</code> has no required parameters.  </p>
+<ul>
+<li>Sqlalchemy column: <code>sqlalchemy.DateTime</code>  </li>
+<li>Type (used for pydantic): <code>datetime.datetime</code> </li>
+</ul>
+<h3 id="json">JSON</h3>
+<p><code>JSON()</code> has no required parameters.  </p>
+<ul>
+<li>Sqlalchemy column: <code>sqlalchemy.JSON</code>  </li>
+<li>Type (used for pydantic): <code>pydantic.Json</code> </li>
+</ul>
+<h3 id="uuid">UUID</h3>
+<p><code>UUID()</code> has no required parameters.  </p>
+<ul>
+<li>Sqlalchemy column: <code>ormar.UUID</code> based on <code>sqlalchemy.CHAR</code> field  </li>
+<li>Type (used for pydantic): <code>uuid.UUID</code> </li>
+</ul>
+                
+              
+              
+                
+
+
+              
+            </article>
+          </div>
+        </div>
+      </main>
+      
+        
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site/index.html

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+  <head>
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+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="An simple async ORM with fastapi in mind and pydantic validation.">
+      
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+      <meta name="generator" content="mkdocs-1.1.2, mkdocs-material-5.5.5">
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+    <body dir="ltr" data-md-color-scheme="" data-md-color-primary="indigo" data-md-color-accent="">
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+    
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+    <div data-md-component="skip">
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+          Skip to content
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+  <nav class="md-header-nav md-grid" aria-label="Header">
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+            
+              Overview
+            
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+<div class="md-search" data-md-component="search" role="dialog">
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+      
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+  <a href="#overview" class="md-nav__link">
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+    Migrations
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+    Quick Start
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#data-types" class="md-nav__link">
+    Data types
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+  
+    <nav class="md-nav" aria-label="Data types">
+      <ul class="md-nav__list">
+        
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+    Relation types
+  </a>
+  
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+        
+          <li class="md-nav__item">
+  <a href="#model-fields-types" class="md-nav__link">
+    Model fields types
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#available-fields-options" class="md-nav__link">
+    Available fields options
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+    
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+      
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+  <li class="md-nav__item">
+    <a href="queries/" title="Queries" class="md-nav__link">
+      Queries
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+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="fastapi/" title="Use with Fastapi" class="md-nav__link">
+      Use with Fastapi
+    </a>
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+    
+      
+      
+      
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+
+  <li class="md-nav__item">
+    <a href="contributing/" title="Contributing" class="md-nav__link">
+      Contributing
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+</nav>
+                  </div>
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+              </div>
+            
+            
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="toc">
+                <div class="md-sidebar__scrollwrap">
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+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-scrollfix>
+      
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+    Overview
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+    Documentation
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+    Dependencies
+  </a>
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+  <a href="#migrations" class="md-nav__link">
+    Migrations
+  </a>
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+</li>
+      
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+  <a href="#quick-start" class="md-nav__link">
+    Quick Start
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#data-types" class="md-nav__link">
+    Data types
+  </a>
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+    <nav class="md-nav" aria-label="Data types">
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+        
+          <li class="md-nav__item">
+  <a href="#relation-types" class="md-nav__link">
+    Relation types
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model-fields-types" class="md-nav__link">
+    Model fields types
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#available-fields-options" class="md-nav__link">
+    Available fields options
+  </a>
+  
+</li>
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+</li>
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+          <div class="md-content">
+            <article class="md-content__inner md-typeset">
+              
+                
+                  <a href="https://github.com/collerek/ormar/edit/master/docs/index.md" title="Edit this page" class="md-content__button md-icon">
+                    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
+                  </a>
+                
+                
+                  
+                
+                
+                <h1 id="ormar">ormar</h1>
+<p><p>
+<a href="https://pypi.org/project/ormar">
+    <img src="https://img.shields.io/pypi/v/ormar.svg" alt="Pypi version">
+</a>
+<a href="https://pypi.org/project/ormar">
+    <img src="https://img.shields.io/pypi/pyversions/ormar.svg" alt="Pypi version">
+</a>
+<a href="https://travis-ci.com/collerek/ormar">
+    <img src="https://travis-ci.com/collerek/ormar.svg?branch=master" alt="Build Status">
+</a>
+<a href="https://codecov.io/gh/collerek/ormar">
+    <img src="https://codecov.io/gh/collerek/ormar/branch/master/graph/badge.svg" alt="Coverage">
+</a>
+<a href="https://www.codefactor.io/repository/github/collerek/ormar">
+<img src="https://www.codefactor.io/repository/github/collerek/ormar/badge" alt="CodeFactor" />
+</a>
+<a href="https://app.codacy.com/manual/collerek/ormar?utm_source=github.com&utm_medium=referral&utm_content=collerek/oramr&utm_campaign=Badge_Grade_Dashboard">
+<img src="https://api.codacy.com/project/badge/Grade/62568734f70f49cd8ea7a1a0b2d0c107" alt="Codacy" />
+</a>
+</p></p>
+<h3 id="overview">Overview</h3>
+<p>The <code>ormar</code> package is an async mini ORM for Python, with support for <strong>Postgres,
+MySQL</strong>, and <strong>SQLite</strong>. </p>
+<p>The main benefit of using <code>ormar</code> are:</p>
+<ul>
+<li>getting an <strong>async ORM that can be used with async frameworks</strong> (fastapi, starlette etc.)</li>
+<li>getting just <strong>one model to maintain</strong> - you don't have to maintain pydantic and other orm model (sqlalchemy, peewee, gino etc.)</li>
+</ul>
+<p>The goal was to create a simple ORM that can be <strong>used directly (as request and response models) with <a href="https://fastapi.tiangolo.com/"><code>fastapi</code></a></strong> that bases it's data validation on pydantic.</p>
+<p>Ormar - apart form obvious ORM in name - get it's name from ormar in swedish which means snakes, and ormar(e) in italian which means cabinet. </p>
+<p>And what's a better name for python ORM than snakes cabinet :)</p>
+<h3 id="documentation">Documentation</h3>
+<p>Check out the <a href="https://ormar.collerek.com/">documentation</a> for details.</p>
+<h3 id="dependencies">Dependencies</h3>
+<p>Ormar is built with:</p>
+<ul>
+<li><a href="https://docs.sqlalchemy.org/en/latest/core/"><code>SQLAlchemy core</code></a> for query building.</li>
+<li><a href="https://github.com/encode/databases"><code>databases</code></a> for cross-database async support.</li>
+<li><a href="https://pydantic-docs.helpmanual.io/"><code>pydantic</code></a> for data validation.</li>
+</ul>
+<h3 id="migrations">Migrations</h3>
+<p>Because ormar is built on SQLAlchemy core, you can use <a href="https://alembic.sqlalchemy.org/en/latest/"><code>alembic</code></a> to provide
+database migrations.</p>
+<p><strong>ormar is still under development:</strong> We recommend pinning any dependencies with <code>ormar~=0.3.6</code></p>
+<h3 id="quick-start">Quick Start</h3>
+<p><strong>Note</strong>: Use <code>ipython</code> to try this from the console, since it supports <code>await</code>.</p>
+<table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span> 1
+ 2
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+74</pre></div></td><td class="code"><div class="highlight"><pre><span></span><code><span class="kn">import</span> <span class="nn">databases</span>
+<span class="kn">import</span> <span class="nn">ormar</span>
+<span class="kn">import</span> <span class="nn">sqlalchemy</span>
+
+<span class="n">database</span> <span class="o">=</span> <span class="n">databases</span><span class="o">.</span><span class="n">Database</span><span class="p">(</span><span class="s2">&quot;sqlite:///db.sqlite&quot;</span><span class="p">)</span>
+<span class="n">metadata</span> <span class="o">=</span> <span class="n">sqlalchemy</span><span class="o">.</span><span class="n">MetaData</span><span class="p">()</span>
+
+
+<span class="k">class</span> <span class="nc">Album</span><span class="p">(</span><span class="n">ormar</span><span class="o">.</span><span class="n">Model</span><span class="p">):</span>
+    <span class="k">class</span> <span class="nc">Meta</span><span class="p">:</span>
+        <span class="n">tablename</span> <span class="o">=</span> <span class="s2">&quot;album&quot;</span>
+        <span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span>
+        <span class="n">database</span> <span class="o">=</span> <span class="n">database</span>
+
+    <span class="nb">id</span><span class="p">:</span> <span class="n">ormar</span><span class="o">.</span><span class="n">Integer</span><span class="p">(</span><span class="n">primary_key</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">name</span><span class="p">:</span> <span class="n">ormar</span><span class="o">.</span><span class="n">String</span><span class="p">(</span><span class="n">length</span><span class="o">=</span><span class="mi">100</span><span class="p">)</span>
+
+
+<span class="k">class</span> <span class="nc">Track</span><span class="p">(</span><span class="n">ormar</span><span class="o">.</span><span class="n">Model</span><span class="p">):</span>
+    <span class="k">class</span> <span class="nc">Meta</span><span class="p">:</span>
+        <span class="n">tablename</span> <span class="o">=</span> <span class="s2">&quot;track&quot;</span>
+        <span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span>
+        <span class="n">database</span> <span class="o">=</span> <span class="n">database</span>
+
+    <span class="nb">id</span><span class="p">:</span> <span class="n">ormar</span><span class="o">.</span><span class="n">Integer</span><span class="p">(</span><span class="n">primary_key</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">album</span><span class="p">:</span> <span class="n">ormar</span><span class="o">.</span><span class="n">ForeignKey</span><span class="p">(</span><span class="n">Album</span><span class="p">)</span>
+    <span class="n">title</span><span class="p">:</span> <span class="n">ormar</span><span class="o">.</span><span class="n">String</span><span class="p">(</span><span class="n">length</span><span class="o">=</span><span class="mi">100</span><span class="p">)</span>
+    <span class="n">position</span><span class="p">:</span> <span class="n">ormar</span><span class="o">.</span><span class="n">Integer</span><span class="p">()</span>
+
+
+<span class="c1"># Create some records to work with.</span>
+<span class="n">malibu</span> <span class="o">=</span> <span class="k">await</span> <span class="n">Album</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">create</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">&quot;Malibu&quot;</span><span class="p">)</span>
+<span class="k">await</span> <span class="n">Track</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">create</span><span class="p">(</span><span class="n">album</span><span class="o">=</span><span class="n">malibu</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;The Bird&quot;</span><span class="p">,</span> <span class="n">position</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+<span class="k">await</span> <span class="n">Track</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">create</span><span class="p">(</span><span class="n">album</span><span class="o">=</span><span class="n">malibu</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Heart don&#39;t stand a chance&quot;</span><span class="p">,</span> <span class="n">position</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
+<span class="k">await</span> <span class="n">Track</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">create</span><span class="p">(</span><span class="n">album</span><span class="o">=</span><span class="n">malibu</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;The Waters&quot;</span><span class="p">,</span> <span class="n">position</span><span class="o">=</span><span class="mi">3</span><span class="p">)</span>
+
+<span class="n">fantasies</span> <span class="o">=</span> <span class="k">await</span> <span class="n">Album</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">create</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">&quot;Fantasies&quot;</span><span class="p">)</span>
+<span class="k">await</span> <span class="n">Track</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">create</span><span class="p">(</span><span class="n">album</span><span class="o">=</span><span class="n">fantasies</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Help I&#39;m Alive&quot;</span><span class="p">,</span> <span class="n">position</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+<span class="k">await</span> <span class="n">Track</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">create</span><span class="p">(</span><span class="n">album</span><span class="o">=</span><span class="n">fantasies</span><span class="p">,</span> <span class="n">title</span><span class="o">=</span><span class="s2">&quot;Sick Muse&quot;</span><span class="p">,</span> <span class="n">position</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
+
+
+<span class="c1"># Fetch an instance, without loading a foreign key relationship on it.</span>
+<span class="n">track</span> <span class="o">=</span> <span class="k">await</span> <span class="n">Track</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;The Bird&quot;</span><span class="p">)</span>
+
+<span class="c1"># We have an album instance, but it only has the primary key populated</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">track</span><span class="o">.</span><span class="n">album</span><span class="p">)</span>       <span class="c1"># Album(id=1) [sparse]</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">track</span><span class="o">.</span><span class="n">album</span><span class="o">.</span><span class="n">pk</span><span class="p">)</span>    <span class="c1"># 1</span>
+<span class="nb">print</span><span class="p">(</span><span class="n">track</span><span class="o">.</span><span class="n">album</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>  <span class="c1"># None</span>
+
+<span class="c1"># Load the relationship from the database</span>
+<span class="k">await</span> <span class="n">track</span><span class="o">.</span><span class="n">album</span><span class="o">.</span><span class="n">load</span><span class="p">()</span>
+<span class="k">assert</span> <span class="n">track</span><span class="o">.</span><span class="n">album</span><span class="o">.</span><span class="n">name</span> <span class="o">==</span> <span class="s2">&quot;Malibu&quot;</span>
+
+<span class="c1"># This time, fetch an instance, loading the foreign key relationship.</span>
+<span class="n">track</span> <span class="o">=</span> <span class="k">await</span> <span class="n">Track</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">select_related</span><span class="p">(</span><span class="s2">&quot;album&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;The Bird&quot;</span><span class="p">)</span>
+<span class="k">assert</span> <span class="n">track</span><span class="o">.</span><span class="n">album</span><span class="o">.</span><span class="n">name</span> <span class="o">==</span> <span class="s2">&quot;Malibu&quot;</span>
+
+<span class="c1"># By default you also get a second side of the relation </span>
+<span class="c1"># constructed as lowercase source model name +&#39;s&#39; (tracks in this case)</span>
+<span class="c1"># you can also provide custom name with parameter related_name</span>
+<span class="n">album</span> <span class="o">=</span> <span class="k">await</span> <span class="n">Album</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">select_related</span><span class="p">(</span><span class="s2">&quot;tracks&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">all</span><span class="p">()</span>
+<span class="k">assert</span> <span class="nb">len</span><span class="p">(</span><span class="n">album</span><span class="o">.</span><span class="n">tracks</span><span class="p">)</span> <span class="o">==</span> <span class="mi">3</span>
+
+<span class="c1"># Fetch instances, with a filter across an FK relationship.</span>
+<span class="n">tracks</span> <span class="o">=</span> <span class="n">Track</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="n">album__name</span><span class="o">=</span><span class="s2">&quot;Fantasies&quot;</span><span class="p">)</span>
+<span class="k">assert</span> <span class="nb">len</span><span class="p">(</span><span class="n">tracks</span><span class="p">)</span> <span class="o">==</span> <span class="mi">2</span>
+
+<span class="c1"># Fetch instances, with a filter and operator across an FK relationship.</span>
+<span class="n">tracks</span> <span class="o">=</span> <span class="n">Track</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="n">album__name__iexact</span><span class="o">=</span><span class="s2">&quot;fantasies&quot;</span><span class="p">)</span>
+<span class="k">assert</span> <span class="nb">len</span><span class="p">(</span><span class="n">tracks</span><span class="p">)</span> <span class="o">==</span> <span class="mi">2</span>
+
+<span class="c1"># Limit a query</span>
+<span class="n">tracks</span> <span class="o">=</span> <span class="k">await</span> <span class="n">Track</span><span class="o">.</span><span class="n">objects</span><span class="o">.</span><span class="n">limit</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span><span class="o">.</span><span class="n">all</span><span class="p">()</span>
+<span class="k">assert</span> <span class="nb">len</span><span class="p">(</span><span class="n">tracks</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span>
+</code></pre></div>
+</td></tr></table>
+
+<h2 id="data-types">Data types</h2>
+<h4 id="relation-types">Relation types</h4>
+<ul>
+<li>One to many  - with <code>ForeignKey</code></li>
+<li>Many to many - with <code>Many2Many</code></li>
+</ul>
+<h4 id="model-fields-types">Model fields types</h4>
+<p>Available Model Fields (with required args - optional ones in docs):</p>
+<ul>
+<li><code>String(max_length)</code></li>
+<li><code>Text()</code></li>
+<li><code>Boolean()</code></li>
+<li><code>Integer()</code></li>
+<li><code>Float()</code></li>
+<li><code>Date()</code></li>
+<li><code>Time()</code></li>
+<li><code>DateTime()</code></li>
+<li><code>JSON()</code></li>
+<li><code>BigInteger()</code></li>
+<li><code>Decimal(scale, precision)</code></li>
+<li><code>UUID()</code></li>
+<li><code>ForeignKey(to)</code></li>
+<li><code>Many2Many(to, through)</code></li>
+</ul>
+<h3 id="available-fields-options">Available fields options</h3>
+<p>The following keyword arguments are supported on all field types.</p>
+<ul>
+<li><code>primary_key: bool</code></li>
+<li><code>nullable: bool</code></li>
+<li><code>default: Any</code></li>
+<li><code>server_default: Any</code></li>
+<li><code>index: bool</code></li>
+<li><code>unique: bool</code></li>
+<li><code>choices: typing.Sequence</code></li>
+</ul>
+<p>All fields are required unless one of the following is set:</p>
+<ul>
+<li><code>nullable</code> - Creates a nullable column. Sets the default to <code>None</code>.</li>
+<li><code>default</code> - Set a default value for the field.</li>
+<li><code>server_default</code> - Set a default value for the field on server side (like sqlalchemy's <code>func.now()</code>).</li>
+<li><code>primary key</code> with <code>autoincrement</code> - When a column is set to primary key and autoincrement is set on this column. 
+Autoincrement is set by default on int primary keys. </li>
+</ul>
+                
+              
+              
+                
+
+
+              
+            </article>
+          </div>
+        </div>
+      </main>
+      
+        
+<footer class="md-footer">
+  
+    <div class="md-footer-nav">
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+  </div>
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+    Postgresql
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+  <a href="#manual-installation-of-dependencies" class="md-nav__link">
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+    Postgresql
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+    Mysql
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+    Sqlite
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#manual-installation-of-dependencies" class="md-nav__link">
+    Manual installation of dependencies
+  </a>
+  
+</li>
+        
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+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          <div class="md-content">
+            <article class="md-content__inner md-typeset">
+              
+                
+                  <a href="https://github.com/collerek/ormar/edit/master/docs/install.md" title="Edit this page" class="md-content__button md-icon">
+                    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
+                  </a>
+                
+                
+                  
+                
+                
+                  <h1>Installation</h1>
+                
+                <h2 id="installation">Installation</h2>
+<p>Installation is as simple as:</p>
+<table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span>1</pre></div></td><td class="code"><div class="highlight"><pre><span></span><code><span class="n">pip</span> <span class="n">install</span> <span class="n">ormar</span>
+</code></pre></div>
+</td></tr></table>
+
+<h3 id="dependencies">Dependencies</h3>
+<p>Ormar uses <code>databases</code> for connectivity issues, <code>pydantic</code> for validation and <code>sqlalchemy-core</code> for queries.</p>
+<p>All three should install along the installation of ormar if not present at your system before.</p>
+<ul>
+<li>databases</li>
+<li>pydantic&gt;=1.5 </li>
+<li>sqlalchemy </li>
+</ul>
+<h2 id="optional-dependencies">Optional dependencies</h2>
+<p><em>ormar</em> has three optional dependencies based on database backend you use:</p>
+<h3 id="postgresql">Postgresql</h3>
+<table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span>1</pre></div></td><td class="code"><div class="highlight"><pre><span></span><code><span class="n">pip</span> <span class="n">install</span> <span class="n">ormar</span><span class="p">[</span><span class="n">postgresql</span><span class="p">]</span>
+</code></pre></div>
+</td></tr></table>
+
+<h3 id="mysql">Mysql</h3>
+<p>Will install also <code>asyncpg</code> and <code>psycopg2</code>.</p>
+<table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span>1</pre></div></td><td class="code"><div class="highlight"><pre><span></span><code><span class="n">pip</span> <span class="n">install</span> <span class="n">ormar</span><span class="p">[</span><span class="n">mysql</span><span class="p">]</span>
+</code></pre></div>
+</td></tr></table>
+
+<p>Will install also <code>aiomysql</code> and <code>pymysql</code>.</p>
+<h3 id="sqlite">Sqlite</h3>
+<table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span>1</pre></div></td><td class="code"><div class="highlight"><pre><span></span><code><span class="n">pip</span> <span class="n">install</span> <span class="n">ormar</span><span class="p">[</span><span class="n">sqlite</span><span class="p">]</span>
+</code></pre></div>
+</td></tr></table>
+
+<p>Will install also <code>aiosqlite</code>.</p>
+<h3 id="manual-installation-of-dependencies">Manual installation of dependencies</h3>
+<p>Of course, you can also install these requirements manually with <code>pip install asyncpg</code> etc.</p>
+                
+              
+              
+                
+
+
+              
+            </article>
+          </div>
+        </div>
+      </main>
+      
+        
+<footer class="md-footer">
+  
+    <div class="md-footer-nav">
+      <nav class="md-footer-nav__inner md-grid" aria-label="Footer">
+        
+          <a href=".." title="Overview" class="md-footer-nav__link md-footer-nav__link--prev" rel="prev">
+            <div class="md-footer-nav__button md-icon">
+              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
+            </div>
+            <div class="md-footer-nav__title">
+              <div class="md-ellipsis">
+                <span class="md-footer-nav__direction">
+                  Previous
+                </span>
+                Overview
+              </div>
+            </div>
+          </a>
+        
+        
+          <a href="../models/" title="Models" class="md-footer-nav__link md-footer-nav__link--next" rel="next">
+            <div class="md-footer-nav__title">
+              <div class="md-ellipsis">
+                <span class="md-footer-nav__direction">
+                  Next
+                </span>
+                Models
+              </div>
+            </div>
+            <div class="md-footer-nav__button md-icon">
+              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11H4z"/></svg>
+            </div>
+          </a>
+        
+      </nav>
+    </div>
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-footer-copyright">
+        
+        Made with
+        <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+          Material for MkDocs
+        </a>
+      </div>
+      
+    </div>
+  </div>
+</footer>
+      
+    </div>
+    
+      <script src="../assets/javascripts/vendor.d1f5a259.min.js"></script>
+      <script src="../assets/javascripts/bundle.f9edbbd5.min.js"></script><script id="__lang" type="application/json">{"clipboard.copy": "Copy to clipboard", "clipboard.copied": "Copied to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.result.placeholder": "Type to start searching", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents"}</script>
+      
+      <script>
+        app = initialize({
+          base: "..",
+          features: [],
+          search: Object.assign({
+            worker: "../assets/javascripts/worker/search.fae956e7.min.js"
+          }, typeof search !== "undefined" && search)
+        })
+      </script>
+      
+        <script src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/10.1.1/highlight.min.js"></script>
+      
+        <script src="../javascripts/config.js"></script>
+      
+    
+  </body>
+</html>

site/sitemap.xml

@@ -0,0 +1,35 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"><url>
+     <loc>None</loc>
+     <lastmod>2020-10-08</lastmod>
+     <changefreq>daily</changefreq>
+    </url><url>
+     <loc>None</loc>
+     <lastmod>2020-10-08</lastmod>
+     <changefreq>daily</changefreq>
+    </url><url>
+     <loc>None</loc>
+     <lastmod>2020-10-08</lastmod>
+     <changefreq>daily</changefreq>
+    </url><url>
+     <loc>None</loc>
+     <lastmod>2020-10-08</lastmod>
+     <changefreq>daily</changefreq>
+    </url><url>
+     <loc>None</loc>
+     <lastmod>2020-10-08</lastmod>
+     <changefreq>daily</changefreq>
+    </url><url>
+     <loc>None</loc>
+     <lastmod>2020-10-08</lastmod>
+     <changefreq>daily</changefreq>
+    </url><url>
+     <loc>None</loc>
+     <lastmod>2020-10-08</lastmod>
+     <changefreq>daily</changefreq>
+    </url><url>
+     <loc>None</loc>
+     <lastmod>2020-10-08</lastmod>
+     <changefreq>daily</changefreq>
+    </url>
+</urlset>

site/testing/index.html

@@ -0,0 +1,351 @@
+
+
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+        <meta name="description" content="An simple async ORM with fastapi in mind and pydantic validation.">
+      
+      
+      
+      <link rel="shortcut icon" href="../assets/images/favicon.png">
+      <meta name="generator" content="mkdocs-1.1.2, mkdocs-material-5.5.5">
+    
+    
+      
+        <title>Testing - ormar</title>
+      
+    
+    
+      <link rel="stylesheet" href="../assets/stylesheets/main.63b94e9e.min.css">
+      
+        <link rel="stylesheet" href="../assets/stylesheets/palette.7f672a1f.min.css">
+      
+      
+        
+        
+        <meta name="theme-color" content="#3f51b5">
+      
+    
+    
+    
+      
+        <link href="https://fonts.gstatic.com" rel="preconnect" crossorigin>
+        <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,400i,700%7CRoboto+Mono&display=fallback">
+        <style>body,input{font-family:"Roboto",-apple-system,BlinkMacSystemFont,Helvetica,Arial,sans-serif}code,kbd,pre{font-family:"Roboto Mono",SFMono-Regular,Consolas,Menlo,monospace}</style>
+      
+    
+    
+    
+      <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/10.1.1/styles/default.min.css">
+    
+    
+      
+    
+    
+  </head>
+  
+  
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="" data-md-color-primary="indigo" data-md-color-accent="">
+  
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+      <header class="md-header" data-md-component="header">
+  <nav class="md-header-nav md-grid" aria-label="Header">
+    <a href=".." title="ormar" class="md-header-nav__button md-logo" aria-label="ormar">
+      
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 8a3 3 0 003-3 3 3 0 00-3-3 3 3 0 00-3 3 3 3 0 003 3m0 3.54C9.64 9.35 6.5 8 3 8v11c3.5 0 6.64 1.35 9 3.54 2.36-2.19 5.5-3.54 9-3.54V8c-3.5 0-6.64 1.35-9 3.54z"/></svg>
+
+    </a>
+    <label class="md-header-nav__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2z"/></svg>
+    </label>
+    <div class="md-header-nav__title" data-md-component="header-title">
+      
+        <div class="md-header-nav__ellipsis">
+          <span class="md-header-nav__topic md-ellipsis">
+            ormar
+          </span>
+          <span class="md-header-nav__topic md-ellipsis">
+            
+              Testing
+            
+          </span>
+        </div>
+      
+    </div>
+    
+      <label class="md-header-nav__button md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0116 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 019.5 16 6.5 6.5 0 013 9.5 6.5 6.5 0 019.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
+      </label>
+      
+<div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" data-md-state="active">
+      <label class="md-search__icon md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0116 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 019.5 16 6.5 6.5 0 013 9.5 6.5 6.5 0 019.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
+      </label>
+      <button type="reset" class="md-search__icon md-icon" aria-label="Clear" data-md-component="search-reset" tabindex="-1">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41L17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41z"/></svg>
+      </button>
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header-nav__source">
+        
+<a href="https://github.com/collerek/ormar/" title="Go to repository" class="md-source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z"/></svg>
+  </div>
+  <div class="md-source__repository">
+    collerek/ormar
+  </div>
+</a>
+      </div>
+    
+  </nav>
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+        
+      
+      
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              <div class="md-sidebar md-sidebar--primary" data-md-component="navigation">
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    <nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="ormar" class="md-nav__button md-logo" aria-label="ormar">
+      
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 8a3 3 0 003-3 3 3 0 00-3-3 3 3 0 00-3 3 3 3 0 003 3m0 3.54C9.64 9.35 6.5 8 3 8v11c3.5 0 6.64 1.35 9 3.54 2.36-2.19 5.5-3.54 9-3.54V8c-3.5 0-6.64 1.35-9 3.54z"/></svg>
+
+    </a>
+    ormar
+  </label>
+  
+    <div class="md-nav__source">
+      
+<a href="https://github.com/collerek/ormar/" title="Go to repository" class="md-source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z"/></svg>
+  </div>
+  <div class="md-source__repository">
+    collerek/ormar
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href=".." title="Overview" class="md-nav__link">
+      Overview
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../install/" title="Installation" class="md-nav__link">
+      Installation
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../models/" title="Models" class="md-nav__link">
+      Models
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../fields/" title="Fields" class="md-nav__link">
+      Fields
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../relations/" title="Relations" class="md-nav__link">
+      Relations
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../queries/" title="Queries" class="md-nav__link">
+      Queries
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../fastapi/" title="Use with Fastapi" class="md-nav__link">
+      Use with Fastapi
+    </a>
+  </li>
+
+    
+      
+      
+      
+
+
+  <li class="md-nav__item">
+    <a href="../contributing/" title="Contributing" class="md-nav__link">
+      Contributing
+    </a>
+  </li>
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+          
+          <div class="md-content">
+            <article class="md-content__inner md-typeset">
+              
+                
+                  <a href="https://github.com/collerek/ormar/edit/master/docs/testing.md" title="Edit this page" class="md-content__button md-icon">
+                    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
+                  </a>
+                
+                
+                  
+                
+                
+                  <h1>Testing</h1>
+                
+                
+                
+              
+              
+                
+
+
+              
+            </article>
+          </div>
+        </div>
+      </main>
+      
+        
+<footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-footer-copyright">
+        
+        Made with
+        <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+          Material for MkDocs
+        </a>
+      </div>
+      
+    </div>
+  </div>
+</footer>
+      
+    </div>
+    
+      <script src="../assets/javascripts/vendor.d1f5a259.min.js"></script>
+      <script src="../assets/javascripts/bundle.f9edbbd5.min.js"></script><script id="__lang" type="application/json">{"clipboard.copy": "Copy to clipboard", "clipboard.copied": "Copied to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.result.placeholder": "Type to start searching", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents"}</script>
+      
+      <script>
+        app = initialize({
+          base: "..",
+          features: [],
+          search: Object.assign({
+            worker: "../assets/javascripts/worker/search.fae956e7.min.js"
+          }, typeof search !== "undefined" && search)
+        })
+      </script>
+      
+        <script src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/10.1.1/highlight.min.js"></script>
+      
+        <script src="../javascripts/config.js"></script>
+      
+    
+  </body>
+</html>