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Andrew Brookins 2021-08-31 12:03:53 -07:00
parent ccad3de32d
commit 7f0fb15f19
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200
README.md
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@ -14,119 +14,167 @@ redis-developer-python includes an ORM/ODM.
```pyhon
import decimal
import datetime
from typing import Optional
from typing import Optional, List
from redis import Redis
import redis
from pydantic import ValidationError
from redis_developer.orm import (
RedisModel,
Field,
Relationship
RedisModel,
Field,
Relationship,
)
db = Redis()
# Declarative model classes
class BaseModel(RedisModel):
config:
database = db
class BaseRedisModel(RedisModel):
class Meta:
database = redis.Redis(password="my-password", decode_responses=True)
model_key_prefix = "redis-developer:"
class Address(BaseModel):
address_line_1: str
address_line_2: str
city: str
country: str
postal_code: str
class Address(BaseRedisModel):
address_line_1: str
address_line_2: Optional[str]
city: str
country: str
postal_code: str
class Order(BaseModel):
total: decimal.Decimal
currency: str
created_on: datetime.datetime
class Order(BaseRedisModel):
total: decimal.Decimal
currency: str
created_on: datetime.datetime
class Member(BaseModel):
# An auto-incrementing primary key is added by default if no primary key
# is specified.
id: Optional[int] = Field(default=None, primary_key=True)
first_name: str
last_name: str
email: str = Field(unique=True, index=True)
zipcode: Optional[int]
join_date: datetime.date
class Member(BaseRedisModel):
first_name: str
last_name: str
email: str = Field(unique=True, index=True)
join_date: datetime.date
# Creates an embedded document: stored as hash fields or JSON document.
address: Address
# Creates an embedded document: stored as hash fields or JSON document.
address: Address
# Creates a relationship to data in separate Hash or JSON documents.
orders: Relationship(Order, backref='recommended',
field_name='recommended_by')
# Creates a relationship to data in separate Hash or JSON documents.
orders: Optional[List[Order]] = Relationship(back_populates='member')
# Creates a self-relationship.
recommended_by: Relationship('Member', backref='recommended',
field_name='recommended_by')
# Creates a self-relationship.
recommended_by: Optional['Member'] = Relationship(back_populates='recommended')
class Meta:
key_pattern = "member:{id}"
class Meta(BaseRedisModel.Meta):
model_key_prefix = "member"
primary_key_pattern = ""
# Validation
# Raises ValidationError: last_name is required
Member(
first_name="Andrew",
zipcode="97086",
join_date=datetime.date.today()
address = Address(
address_line_1="1 Main St.",
city="Happy Town",
state="WY",
postal_code=11111,
country="USA"
)
# Raises ValidationError: last_name, address are required
try:
Member(
first_name="Andrew",
zipcode="97086",
join_date=datetime.date.today()
)
except ValidationError as e:
pass
# Raises ValidationError: join_date is not a date
try:
Member(
first_name="Andrew",
last_name="Brookins",
join_date="yesterday"
)
except ValidationError as e:
pass
# Passes validation
Member(
first_name="Andrew",
last_name="Brookins",
zipcode="97086",
join_date=datetime.date.today()
)
# Raises ValidationError: zipcode is not a number
Member(
first_name="Andrew",
last_name="Brookins",
zipcode="not a number",
join_date=datetime.date.today()
)
# Persist a model instance to Redis
member = Member(
first_name="Andrew",
last_name="Brookins",
zipcode="97086",
join_date=datetime.date.today()
first_name="Andrew",
last_name="Brookins",
email="a@example.com",
address=address,
join_date=datetime.date.today()
)
# Assign the return value to get any auto-fields filled in,
# like the primary key (if an auto-incrementing integer).
member = member.save()
# Hydrate a model instance from Redis using the primary key.
member = Member.get(d=1)
# Hydrate a model instance from Redis using a secondary index on a unique field.
member = Member.get(email="a.m.brookins@gmail.com")
# Save a model instance to Redis
# What if the field wasn't unique and there were two "a.m.brookins@gmail.com"
# entries?
# This would raise a MultipleObjectsReturned error:
address.save()
address2 = Address.get(address.pk)
assert address2 == address
# Save a model with relationships (TODO!)
member.save()
# Save many model instances to Redis
today = datetime.date.today()
members = [
Member(
first_name="Andrew",
last_name="Brookins",
email="a@example.com",
address=address,
join_date=today
),
Member(
first_name="Kim",
last_name="Brookins",
email="k@example.com",
address=address,
join_date=today
)
]
Member.add(members)
# Get a model instance from Redis using the primary key.
member = Member.get(1)
# Update a model instance in Redis
member.first_name = "Brian"
member.last_name = "Sam-Bodden"
member.save()
# Or, with an implicit save:
member.update(first_name="Brian", last_name="Sam-Bodden")
# Or, affecting multiple model instances with an implicit save:
Member.filter(Member.last_name == "Brookins").update(last_name="Sam-Bodden")
# Exact-value queries on indexed fields
# What if the field wasn't unique and there were two "a@example.com"
# entries? This would raise a MultipleObjectsReturned error:
member = Member.get(Member.email == "a.m.brookins@gmail.com")
# What if you know there might be multiple results? Use filter():
members = Member.filter(Member.last_name == "Brookins")
# What if you want to only return values that don't match a query?
members = Member.exclude(last_name="Brookins")
members = Member.exclude(Member.last_name == "Brookins")
# You can combine filer() and exclude():
members = Member.filter(last_name="Brookins").exclude(first_name="Andrew")
members = Member.filter(Member.last_name == "Brookins").exclude(
Member.first_name == "Andrew")
```

31
redis_developer/orm/model.py
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@ -277,6 +277,7 @@ class RedisModel(BaseModel, metaclass=RedisModelMetaclass):
if not hasattr(cls.Meta, 'primary_key_pattern'):
cls.Meta.primary_key_pattern = f"{cls.Meta.primary_key.name}:{{pk}}"
def __init__(__pydantic_self__, **data: Any) -> None:
# Uses something other than `self` the first arg to allow "self" as a
# settable attribute
@ -323,27 +324,29 @@ class RedisModel(BaseModel, metaclass=RedisModelMetaclass):
raise RedisModelError("You must define only one primary key for a model")
@classmethod
def key(cls, part: str):
def make_key(cls, part: str):
global_prefix = getattr(cls.Meta, 'global_key_prefix', '')
model_prefix = getattr(cls.Meta, 'model_key_prefix', '')
return f"{global_prefix}{model_prefix}{part}"
@classmethod
def make_primary_key(self, pk: Any):
"""Return the Redis key for this model."""
return self.make_key(self.Meta.primary_key_pattern.format(pk=pk))
def key(self):
"""Return the Redis key for this model."""
pk = self.__fields__[self.Meta.primary_key.field.name]
return self.make_primary_key(pk)
@classmethod
def get(cls, pk: Any):
# TODO: Getting related objects
pk_pattern = cls.Meta.primary_key_pattern.format(pk=str(pk))
print("GET ", cls.key(pk_pattern))
document = cls.db().hgetall(cls.key(pk_pattern))
document = cls.db().hgetall(cls.make_primary_key(pk))
if not document:
raise NotFoundError
return cls.parse_obj(document)
def delete(self):
# TODO: deleting relationships
pk = self.__fields__[self.Meta.primary_key.field.name]
pk_pattern = self.Meta.primary_key_pattern.format(pk=pk)
return self.db().delete(self.key(pk_pattern))
@classmethod
def db(cls):
return cls.Meta.database
@ -369,7 +372,12 @@ class RedisModel(BaseModel, metaclass=RedisModelMetaclass):
"""Return raw values from Redis instead of model instances."""
return cls
def delete(self):
# TODO: deleting relationships
return self.db().delete(self.key())
def save(self) -> 'RedisModel':
# TODO: Saving related models
pk_field = self.Meta.primary_key.field
document = jsonable_encoder(self.dict())
pk = document[pk_field.name]
@ -379,8 +387,7 @@ class RedisModel(BaseModel, metaclass=RedisModelMetaclass):
setattr(self, pk_field.name, pk)
document[pk_field.name] = pk
pk_pattern = self.Meta.primary_key_pattern.format(pk=pk)
success = self.db().hset(self.key(pk_pattern), mapping=document)
success = self.db().hset(self.key(), mapping=document)
return success
Meta = DefaultMeta

192
redis_developer/tests/test_model.py Normal file
View file

@ -0,0 +1,192 @@
import decimal
import datetime
from typing import Optional, List
import pytest
import redis
from pydantic import ValidationError
from redis_developer.orm import (
RedisModel,
Field,
Relationship,
)
r = redis.Redis()
class BaseRedisModel(RedisModel):
class Meta:
database = redis.Redis(password="my-password", decode_responses=True)
model_key_prefix = "redis-developer:"
class Address(BaseRedisModel):
address_line_1: str
address_line_2: Optional[str]
city: str
country: str
postal_code: str
class Order(BaseRedisModel):
total: decimal.Decimal
currency: str
created_on: datetime.datetime
class Member(BaseRedisModel):
first_name: str
last_name: str
email: str = Field(unique=True, index=True)
join_date: datetime.date
# Creates an embedded document: stored as hash fields or JSON document.
address: Address
# Creates a relationship to data in separate Hash or JSON documents.
orders: Optional[List[Order]] = Relationship(back_populates='member')
# Creates a self-relationship.
recommended_by: Optional['Member'] = Relationship(back_populates='recommended')
class Meta(BaseRedisModel.Meta):
model_key_prefix = "member"
primary_key_pattern = ""
def test_validates_required_fields():
address = Address(
address_line_1="1 Main St.",
city="Happy Town",
state="WY",
postal_code=11111,
country="USA"
)
# Raises ValidationError: last_name, address are required
with pytest.raises(ValidationError):
Member(
first_name="Andrew",
zipcode="97086",
join_date=datetime.date.today()
)
def test_validates_field():
# Raises ValidationError: join_date is not a date
with pytest.raises(ValidationError):
Member(
first_name="Andrew",
last_name="Brookins",
join_date="yesterday"
)
# Passes validation
def test_validation_passes():
address = Address(
address_line_1="1 Main St.",
city="Happy Town",
state="WY",
postal_code=11111,
country="USA"
)
member = Member(
first_name="Andrew",
last_name="Brookins",
email="a@example.com",
address=address,
join_date=datetime.date.today()
)
assert member.first_name == "Andrew"
def test_saves_model():
address = Address(
address_line_1="1 Main St.",
city="Happy Town",
state="WY",
postal_code=11111,
country="USA"
)
# Save a model instance to Redis
address.save()
address2 = Address.get(address.pk)
assert address2 == address
# Saves a model with relationships (TODO!)
@pytest.skip("Not implemented yet")
def test_saves_with_relationships():
address = Address(
address_line_1="1 Main St.",
city="Happy Town",
state="WY",
postal_code=11111,
country="USA"
)
member = Member(
first_name="Andrew",
last_name="Brookins",
email="a@example.com",
address=address,
join_date=datetime.date.today()
)
member.save()
# Save many model instances to Redis
@pytest.skip("Not implemented yet")
def test_saves_many():
today = datetime.date.today()
members = [
Member(
first_name="Andrew",
last_name="Brookins",
email="a@example.com",
address=address,
join_date=today
),
Member(
first_name="Kim",
last_name="Brookins",
email="k@example.com",
address=address,
join_date=today
)
]
Member.add(members)
@pytest.skip("No implemented yet")
def test_updates_a_model():
# Update a model instance in Redis
member.first_name = "Brian"
member.last_name = "Sam-Bodden"
member.save()
# Or, with an implicit save:
member.update(first_name="Brian", last_name="Sam-Bodden")
# Or, affecting multiple model instances with an implicit save:
Member.filter(Member.last_name == "Brookins").update(last_name="Sam-Bodden")
@pytest.skip("Not implemented yet")
def test_exact_match_queries():
# What if the field wasn't unique and there were two "a@example.com"
# entries? This would raise a MultipleObjectsReturned error:
member = Member.get(Member.email == "a.m.brookins@gmail.com")
# What if you know there might be multiple results? Use filter():
members = Member.filter(Member.last_name == "Brookins")
# What if you want to only return values that don't match a query?
members = Member.exclude(Member.last_name == "Brookins")
# You can combine filer() and exclude():
members = Member.filter(Member.last_name == "Brookins").exclude(
Member.first_name == "Andrew")

2
test.py
View file

@ -17,7 +17,7 @@ from redis_developer.orm import (
class BaseRedisModel(RedisModel):
class Meta:
database = redis.Redis(password="my-password", decode_responses=True)
model_key_prefix = "redis-developer:"
global_key_prefix = "redis-developer:"
class Address(BaseRedisModel):