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# How To: Override Default Authorization | ||
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## Auth Principals | ||
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By default, Platformics reads user and role information from JWT's with a special structure: | ||
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```json | ||
{ | ||
"sub": "USERID GOES HERE", | ||
"project_claims": { | ||
"member": [123, 456], | ||
"owner": [789], | ||
"viewer": [333] | ||
} | ||
} | ||
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``` | ||
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However, this may not work for every use case - if your application needs to fetch user and role information from some other source (cookies, external databases, etc) then you'll need to replace Platformics' default behavior with your own. This is pretty straightforward though, since Platformics uses dependency injection to allow many of its default behaviors to be customized! | ||
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```python | ||
# your_app/main.py | ||
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from platformics.settings import APISettings | ||
from database import models | ||
from fastapi import Depends | ||
from platformics.api.core.deps import get_auth_principal | ||
from platformics.security.authorization import Principal | ||
from platformics.graphql_api.core.deps import get_settings, get_user_token | ||
from platformics.security.token_auth import get_token_claims | ||
from starlette.requests import Request | ||
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... | ||
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# Create and run app | ||
app = get_app(settings, schema, models) | ||
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# This is a FastAPI Dependency (https://fastapi.tiangolo.com/tutorial/dependencies/) and can | ||
# depend on any of platformics' built-in dependencies, or any extra dependencies you may choose | ||
# to define! | ||
def override_auth_principal(request: Request, settings: APISettings = Depends(get_settings), user_token: typing.optional[str] = Depends(get_user_token)) -> typing.Optional[Principal]: | ||
if user_token: | ||
claims = get_token_claims(user_token) | ||
else: | ||
claims = {"sub": "anonymous"} | ||
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# Create an anonymous auth scope if we don't have a logged in user! | ||
return Principal( | ||
claims["sub"[, | ||
roles=["user"], | ||
attr={ | ||
"user_id": claims["sub"], | ||
"owner_projects": [], | ||
"member_projects": [], | ||
"service_identity": [], | ||
# This value can be read from a secret or external db or anything you wish. | ||
# It's just hardcoded here for brevity. | ||
"viewer_projects": [444], | ||
}, | ||
) | ||
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# This override ensures that every time the API tries to fetch information about a user and their | ||
# roles, your code will be called instead of the Platformics built-in functionality. | ||
app.dependency_overrides[get_auth_principal] = override_auth_principal | ||
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... | ||
``` | ||
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## Authorized Queries | ||
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Platformics generates authorized SQL queries via [Cerbos' SQLAlchemy](https://docs.cerbos.dev/cerbos/latest/recipes/orm/sqlalchemy/index.html) integration by default. If you need to add additional filters to queries, or even skip using Cerbos entirely, you'll need to extend the base `platformics.security.authorization.AuthzClient` class to suit your own needs, and update the app's dependencies to use your modified AuthzClient class instead: | ||
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```python | ||
# your_app/main.py | ||
import typing | ||
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from cerbos.sdk.model import Resource, ResourceDesc | ||
from platformics.security.authorization import Principal, AuthzClient | ||
from platformics.settings import APISettings | ||
from sqlalchemy.sql import Select | ||
from platformics.graphql_api.core.deps import get_authz_client | ||
from fastapi import Depends | ||
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... | ||
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# You can override any subset of the following methods! | ||
class CustomAuthzClient(AuthzClient): | ||
def __init__(self, settings: APISettings): | ||
# Set up your class | ||
... | ||
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def can_create(self, resource, principal: Principal) -> bool: | ||
# Return a boolean value representing whether the user has permission to create the resource | ||
... | ||
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def can_update(self, resource, principal: Principal) -> bool: | ||
# Return a boolean value representing whether the user has permission to update the resource | ||
... | ||
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def get_resource_query(self, principal: Principal, action: AuthzAction, model_cls, relationship) -> Select: | ||
# Return a SQLAlchemy query for the given model_cls with security filters already applied | ||
... | ||
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def modify_where_clause(self, principal: Principal, action: AuthzAction, model_cls, where_clauses) -> Select: | ||
# Add additional filters to a query before it is executed. | ||
... | ||
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def get_customized_authz_client(settings: APISettings = Depends(get_settings)): | ||
return CustomAuthzClient(settings) | ||
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# This override ensures that every time the API tries to fetch an authorization client | ||
# roles, your code will be called instead of the Platformics built-in functionality. | ||
app.dependency_overrides[get_authz_client] = get_customized_authz_client | ||
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... |
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""" | ||
Test that our principal-generation and authz client functionality can be overriden the way the docs say they acan. | ||
""" | ||
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import datetime | ||
import pytest | ||
import sqlalchemy as sa | ||
from platformics.database.connect import SyncDB | ||
from platformics.security.authorization import AuthzClient | ||
from platformics.graphql_api.core.deps import get_settings, get_authz_client | ||
from fastapi import Depends | ||
from conftest import GQLTestClient, SessionStorage | ||
from test_infra.factories.sample import SampleFactory | ||
from fastapi import FastAPI | ||
from platformics.security.authorization import Principal | ||
from platformics.settings import APISettings | ||
from platformics.graphql_api.core.deps import ( | ||
get_auth_principal, | ||
) | ||
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date_now = datetime.datetime.now() | ||
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@pytest.mark.asyncio | ||
async def test_principal_override( | ||
api_test_schema: FastAPI, | ||
sync_db: SyncDB, | ||
gql_client: GQLTestClient, | ||
) -> None: | ||
""" | ||
Test that we can override the way auth principals get generated. Our tests | ||
use this functionality under the hood so we know it works, but since this | ||
interface is now *explicitly* documented, it's a breaking change to alter the | ||
interface. | ||
""" | ||
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def custom_auth_principal(): | ||
return Principal( | ||
"user123", | ||
roles=["user"], | ||
attr={ | ||
"user_id": "user123", | ||
"owner_projects": [], | ||
"member_projects": [], | ||
"service_identity": [], | ||
# This value can be read from a secret or external db or anything you wish. | ||
# It's just hardcoded here for brevity. | ||
"viewer_projects": [444], | ||
}, | ||
) | ||
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api_test_schema.dependency_overrides[get_auth_principal] = custom_auth_principal | ||
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user_id = 12345 | ||
secondary_user_id = 67890 | ||
project_id = 444 | ||
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# Create mock data | ||
with sync_db.session() as session: | ||
SessionStorage.set_session(session) | ||
SampleFactory.create_batch( | ||
2, | ||
collection_location="San Francisco, CA", | ||
collection_date=date_now, | ||
owner_user_id=user_id, | ||
collection_id=project_id, | ||
) | ||
SampleFactory.create_batch( | ||
6, | ||
collection_location="Mountain View, CA", | ||
collection_date=date_now, | ||
owner_user_id=user_id, | ||
collection_id=project_id, | ||
) | ||
SampleFactory.create_batch( | ||
4, | ||
collection_location="Phoenix, AZ", | ||
collection_date=date_now, | ||
owner_user_id=secondary_user_id, | ||
collection_id=9999, | ||
) | ||
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# Fetch all samples | ||
query = """ | ||
query MyQuery { | ||
samples { | ||
id, | ||
collectionLocation | ||
} | ||
} | ||
""" | ||
output = await gql_client.query(query, user_id=user_id, member_projects=[project_id]) | ||
locations = [sample["collectionLocation"] for sample in output["data"]["samples"]] | ||
assert "San Francisco, CA" in locations | ||
assert "Mountain View, CA" in locations | ||
assert "Phoenix, AZ" not in locations | ||
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class CustomAuthzClient(AuthzClient): | ||
def get_resource_query(self, principal, action, model_cls, relationship): | ||
query = sa.select(model_cls).where(model_cls.name.in_(["apple", "asparagus"])) | ||
return query | ||
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def custom_authz_client(settings: APISettings = Depends(get_settings)) -> AuthzClient: | ||
return AuthzClient(settings=settings) | ||
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@pytest.mark.asyncio | ||
async def test_authz_client_override( | ||
api_test_schema: FastAPI, | ||
sync_db: SyncDB, | ||
gql_client: GQLTestClient, | ||
) -> None: | ||
""" | ||
Test that we can override the way auth principals get generated. Our tests | ||
use this functionality under the hood so we know it works, but since this | ||
interface is now *explicitly* documented, it's a breaking change to alter the | ||
interface. | ||
""" | ||
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api_test_schema.dependency_overrides[get_authz_client] = custom_authz_client | ||
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user_id = 12345 | ||
secondary_user_id = 67890 | ||
project_id = 444 | ||
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# Create mock data | ||
with sync_db.session() as session: | ||
SessionStorage.set_session(session) | ||
SampleFactory.create( | ||
name="bananas", | ||
collection_date=date_now, | ||
owner_user_id=user_id, | ||
collection_id=project_id, | ||
) | ||
SampleFactory.create( | ||
name="apples", | ||
collection_date=date_now, | ||
owner_user_id=user_id, | ||
collection_id=project_id, | ||
) | ||
SampleFactory.create( | ||
name="asparagus", | ||
collection_date=date_now, | ||
owner_user_id=secondary_user_id, | ||
collection_id=project_id, | ||
) | ||
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# Fetch all samples | ||
query = """ | ||
query MyQuery { | ||
samples { | ||
id, | ||
name | ||
} | ||
} | ||
""" | ||
output = await gql_client.query(query, user_id=user_id, member_projects=[project_id]) | ||
names = [sample["name"] for sample in output["data"]["samples"]] | ||
assert "apples" in names | ||
assert "asparagus" in names | ||
assert "banana" not in names |