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[run] | ||
omit = */tests/* |
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name: Integration Tests | ||
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on: [push, pull_request] | ||
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jobs: | ||
build: | ||
runs-on: ubuntu-latest | ||
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steps: | ||
- uses: actions/checkout@v1 | ||
- name: Build environment | ||
run: make integration-build | ||
- name: Run Integration Tests | ||
run: make integration-test |
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name: Lint | ||
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on: [push, pull_request] | ||
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jobs: | ||
build: | ||
runs-on: ubuntu-latest | ||
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steps: | ||
- uses: actions/checkout@v1 | ||
- name: Set up Python 3.8 | ||
uses: actions/setup-python@v1 | ||
with: | ||
python-version: 3.8 | ||
- name: Install dependencies | ||
run: | | ||
python -m pip install --upgrade pip | ||
pip install -e ".[dev]" | ||
- name: Run lint 💅 | ||
run: black graphene_federation --check |
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name: Unit Tests | ||
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on: [push, pull_request] | ||
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jobs: | ||
build: | ||
runs-on: ubuntu-latest | ||
strategy: | ||
max-parallel: 4 | ||
matrix: | ||
python-version: ["3.6", "3.7", "3.8"] | ||
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steps: | ||
- uses: actions/checkout@v1 | ||
- name: Set up Python ${{ matrix.python-version }} | ||
uses: actions/setup-python@v1 | ||
with: | ||
python-version: ${{ matrix.python-version }} | ||
- name: Install dependencies | ||
run: | | ||
python -m pip install --upgrade pip | ||
pip install -e ".[test]" | ||
- name: Run Unit Tests | ||
run: py.test graphene_federation --cov=graphene_federation -vv | ||
- name: Upload Coverage | ||
env: | ||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||
run: | | ||
pip install coveralls | ||
coveralls |
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FROM python:3.8-slim | ||
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# Disable Python buffering in order to see the logs immediatly | ||
ENV PYTHONUNBUFFERED=1 | ||
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# Set the default working directory | ||
WORKDIR /workdir | ||
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COPY . /workdir | ||
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# Install dependencies | ||
RUN pip install -e ".[dev]" | ||
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CMD tail -f /dev/null |
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build: | ||
# ------------------------- | ||
# Integration testing | ||
# ------------------------- | ||
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.PHONY: integration-build ## Build environment for integration tests | ||
integration-build: | ||
cd integration_tests && docker-compose build | ||
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test: | ||
.PHONY: integration-test ## Run integration tests | ||
integration-test: | ||
cd integration_tests && docker-compose down && docker-compose run --rm tests | ||
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# ------------------------- | ||
# Development and unit testing | ||
# ------------------------- | ||
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.PHONY: dev-setup ## Install development dependencies | ||
dev-setup: | ||
docker-compose up -d && docker-compose exec graphene_federation bash | ||
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.PHONY: tests ## Run unit tests | ||
tests: | ||
docker-compose run graphene_federation py.test graphene_federation --cov=graphene_federation -vv |
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# graphene-federation | ||
Federation support for graphene | ||
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Build: [![CircleCI](https://circleci.com/gh/preply/graphene-federation.svg?style=svg)](https://circleci.com/gh/preply/graphene-federation) | ||
Federation support for ![Graphene Logo](http://graphene-python.org/favicon.png) [Graphene](http://graphene-python.org) following the [Federation specifications](https://www.apollographql.com/docs/apollo-server/federation/federation-spec/). | ||
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[![Build Status][build-image]][build-url] | ||
[![Coverage Status][coveralls-image]][coveralls-url] | ||
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[build-image]: https://github.com/loft-orbital/graphene-federation/workflows/Unit%20Tests/badge.svg?branch=loft-master | ||
[build-url]: https://github.com/loft-orbital/graphene-federation/actions | ||
[coveralls-image]: https://coveralls.io/repos/github/loft-orbital/graphene-federation/badge.svg?branch=loft-master | ||
[coveralls-url]: https://coveralls.io/github/loft-orbital/graphene-federation?branch=loft-master | ||
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Federation specs implementation on top of Python graphene lib | ||
https://www.apollographql.com/docs/apollo-server/federation/federation-spec/ | ||
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Based on discussion: https://github.com/graphql-python/graphene/issues/953#issuecomment-508481652 | ||
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Supports now: | ||
* sdl (_service fields) # make possible to add schema in federation (as is) | ||
* `@key` decorator (entity support) # to perform Queries across service boundaries | ||
* You can use multiple `@key` per each ObjectType | ||
```python | ||
@key('id') | ||
@key('email') | ||
class User(ObjectType): | ||
id = Int(required=True) | ||
email = String() | ||
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def __resolve_reference(self, info, **kwargs): | ||
if self.id is not None: | ||
return User(id=self.id, email=f'name_{self.id}@gmail.com') | ||
return User(id=123, email=self.email) | ||
``` | ||
* extend # extend remote types | ||
* external # mark field as external | ||
* requires # mark that field resolver requires other fields to be pre-fetched | ||
* provides # to annotate the expected returned fieldset from a field on a base type that is guaranteed to be selectable by the gateway. | ||
* **Base class should be decorated with `@provides`** as well as field on a base type that provides. Check example bellow: | ||
```python | ||
import graphene | ||
from graphene_federation import provides | ||
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@provides | ||
class ArticleThatProvideAuthorAge(graphene.ObjectType): | ||
id = Int(required=True) | ||
text = String(required=True) | ||
author = provides(Field(User), fields='age') | ||
``` | ||
------------------------ | ||
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## Supported Features | ||
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At the moment it supports: | ||
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* `sdl` (`_service` on field): enable to add schema in federation (as is) | ||
* `@key` decorator (entity support): enable to perform queries across service boundaries (you can have more than one key per type) | ||
* `@extend`: extend remote types | ||
* `external()`: mark a field as external | ||
* `requires()`: mark that field resolver requires other fields to be pre-fetched | ||
* `provides()`/`@provides`: annotate the expected returned fieldset from a field on a base type that is guaranteed to be selectable by the gateway. | ||
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Each type which is decorated with `@key` or `@extend` is added to the `_Entity` union. | ||
The [`__resolve_reference` method](https://www.apollographql.com/docs/federation/api/apollo-federation/#__resolvereference) can be defined for each type that is an entity. | ||
This method is called whenever an entity is requested as part of the fulfilling a query plan. | ||
If not explicitly defined, the default resolver is used. | ||
The default resolver just creates instance of type with passed fieldset as kwargs, see [`entity.get_entity_query`](graphene_federation/entity.py) for more details | ||
* You should define `__resolve_reference`, if you need to extract object before passing it to fields resolvers (example: [FileNode](integration_tests/service_b/src/schema.py)) | ||
* You should not define `__resolve_reference`, if fields resolvers need only data passed in fieldset (example: [FunnyText](integration_tests/service_a/src/schema.py)) | ||
Read more in [official documentation](https://www.apollographql.com/docs/apollo-server/api/apollo-federation/#__resolvereference). | ||
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------------------------ | ||
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## Example | ||
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Here is an example of implementation based on the [Apollo Federation introduction example](https://www.apollographql.com/docs/federation/). | ||
It implements a federation schema for a basic e-commerce application over three services: accounts, products, reviews. | ||
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### Accounts | ||
First add an account service that expose a `User` type that can then be referenced in other services by its `id` field: | ||
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```python | ||
import graphene | ||
from graphene import Field, ID, ObjectType, String | ||
from graphene_federation import build_schema, key | ||
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@key(fields='id') # mark File as Entity and add in EntityUnion https://www.apollographql.com/docs/apollo-server/federation/federation-spec/#key | ||
class File(graphene.ObjectType): | ||
id = graphene.Int(required=True) | ||
name = graphene.String() | ||
@key("id") | ||
class User(ObjectType): | ||
id = Int(required=True) | ||
username = String(required=True) | ||
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def resolve_id(self, info, **kwargs): | ||
return 1 | ||
def __resolve_reference(self, info, **kwargs): | ||
""" | ||
Here we resolve the reference of the user entity referenced by its `id` field. | ||
""" | ||
return User(id=self.id, email=f"user_{self.id}@mail.com") | ||
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def resolve_name(self, info, **kwargs): | ||
return self.name | ||
class Query(ObjectType): | ||
me = Field(User) | ||
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def __resolve_reference(self, info, **kwargs): # https://www.apollographql.com/docs/apollo-server/api/apollo-federation/#__resolvereference | ||
return get_file_by_id(self.id) | ||
schema = build_schema(query=Query) | ||
``` | ||
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### Product | ||
The product service exposes a `Product` type that can be used by other services via the `upc` field: | ||
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```python | ||
import graphene | ||
from graphene_federation import build_schema | ||
from graphene import Argument, ID, Int, List, ObjectType, String | ||
from graphene_federation import build_schema, key | ||
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@key("upc") | ||
class Product(ObjectType): | ||
upc = String(required=True) | ||
name = String(required=True) | ||
price = Int() | ||
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def __resolve_reference(self, info, **kwargs): | ||
""" | ||
Here we resolve the reference of the product entity referenced by its `upc` field. | ||
""" | ||
return User(upc=self.upc, name=f"product {self.upc}") | ||
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class Query(graphene.ObjectType): | ||
... | ||
pass | ||
class Query(ObjectType): | ||
topProducts = List(Product, first=Argument(Int, default_value=5)) | ||
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schema = build_schema(Query) # add _service{sdl} field in Query | ||
schema = build_schema(query=Query) | ||
``` | ||
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### Reviews | ||
The reviews service exposes a `Review` type which has a link to both the `User` and `Product` types. | ||
It also has the ability to provide the username of the `User`. | ||
On top of that it adds to the `User`/`Product` types (that are both defined in other services) the ability to get their reviews. | ||
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```python | ||
import graphene | ||
from graphene_federation import external, extend | ||
from graphene import Field, ID, Int, List, ObjectType, String | ||
from graphene_federation import build_schema, extend, external, provides | ||
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@extend("id") | ||
class User(ObjectType): | ||
id = external(Int(required=True)) | ||
reviews = List(lambda: Review) | ||
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def resolve_reviews(self, info, *args, **kwargs): | ||
""" | ||
Get all the reviews of a given user. (not implemented here) | ||
""" | ||
return [] | ||
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@extend("upc") | ||
class Product(ObjectType): | ||
upc = external(String(required=True)) | ||
reviews = List(lambda: Review) | ||
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# Note that both the base type and the field need to be decorated with `provides` (on the field itself you need to specify which fields get provided). | ||
@provides | ||
class Review(ObjectType): | ||
body = String() | ||
author = provides(Field(User), fields="username") | ||
product = Field(Product) | ||
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class Query(ObjectType): | ||
review = Field(Review) | ||
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schema = build_schema(query=Query) | ||
``` | ||
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@extend(fields='id') | ||
class Message(graphene.ObjectType): | ||
id = external(graphene.Int(required=True)) | ||
### Federation | ||
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def resolve_id(self, **kwargs): | ||
return 1 | ||
Note that each schema declaration for the services is a valid graphql schema (it only adds the `_Entity` and `_Service` types). | ||
The best way to check that the decorator are set correctly is to request the service sdl: | ||
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```python | ||
from graphql import graphql | ||
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query = """ | ||
query { | ||
_service { | ||
sdl | ||
} | ||
} | ||
""" | ||
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result = graphql(schema, query) | ||
print(result.data["_service"]["sdl"]) | ||
``` | ||
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### __resolve_reference | ||
* Each type which is decorated with `@key` or `@extend` is added to `_Entity` union | ||
* `__resolve_reference` method can be defined for each type that is an entity. This method is called whenever an entity is requested as part of the fulfilling a query plan. | ||
If not explicitly defined, default resolver is used. Default resolver just creates instance of type with passed fieldset as kwargs, see [`entity.get_entity_query`](graphene_federation/entity.py) for more details | ||
* You should define `__resolve_reference`, if you need to extract object before passing it to fields resolvers (example: [FileNode](integration_tests/service_b/src/schema.py)) | ||
* You should not define `__resolve_reference`, if fileds resolvers need only data passed in fieldset (example: [FunnyText](integration_tests/service_a/src/schema.py)) | ||
* read more in [official documentation](https://www.apollographql.com/docs/apollo-server/api/apollo-federation/#__resolvereference) | ||
------------------------ | ||
Those can then be used in a federated schema. | ||
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You can find more examples in the unit / integration tests and [examples folder](examples/). | ||
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### Known issues: | ||
1. decorators will not work properly | ||
* on fields with capitalised letters with `auto_camelcase=True`, for example: `my_ABC_field = String()` | ||
* on fields with custom names for example `some_field = String(name='another_name')` | ||
There is also a cool [example](https://github.com/preply/graphene-federation/issues/1) of integration with Mongoengine. | ||
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--------------------------- | ||
------------------------ | ||
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For more details see [examples](examples/) | ||
## Known issues | ||
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Or better check [integration_tests](integration_tests/) | ||
1. decorators will not work properly on fields with custom names for example `some_field = String(name='another_name')` | ||
1. `@key` decorator will not work on [compound primary key](https://www.apollographql.com/docs/federation/entities/#defining-a-compound-primary-key) | ||
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------------------------ | ||
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Also cool [example](https://github.com/preply/graphene-federation/issues/1) of integration with Mongoengine | ||
## Contributing | ||
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* You can run the unit tests by doing: `make tests`. | ||
* You can run the integration tests by doing `make integration-build && make integration-test`. | ||
* You can get a development environment (on a Docker container) with `make dev-setup`. | ||
* You should use `black` to format your code. | ||
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### For contribution: | ||
#### Run tests: | ||
* `make test` | ||
* if you've changed Dockerfile or requirements run `make build` before `make test` | ||
The tests are automatically run on Travis CI on push to GitHub. | ||
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--------------------------- | ||
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Also, you can read about how we've come to federation at Preply [here](https://medium.com/preply-engineering/apollo-federation-support-in-graphene-761a0512456d) | ||
Also, you can read about how we've come to federation at Preply [here](https://medium.com/preply-engineering/apollo-federation-support-in-graphene-761a0512456d) |
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