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Protects graphene, graphql or strawberry against malicious queries

Project description

What does this project solve?

It provides protection against malicious grapqhl requests (resource exhaustion). Despite its name it can be used with graphql (pure), graphene, strawberry. It is implemented via a custom ValidationRule, supports error reporting and early bail out strategies as well as limits for single fields

Installation

pip install graphene-protector

Integration

Django

This adds to django the following setting:

  • GRAPHENE_PROTECTOR_DEPTH_LIMIT: max depth
  • GRAPHENE_PROTECTOR_SELECTIONS_LIMIT: max selections
  • GRAPHENE_PROTECTOR_COMPLEXITY_LIMIT: max (depth * selections)

Integrate with:

graphene:

# schema.py
# replace normal Schema import with:
from graphene_protector.django.graphene import Schema
schema = Schema(query=Query, mutation=Mutation)

and add in django settings to GRAPHENE

GRAPHENE = {
    ...
    "SCHEMA": "path.to.schema",
}

or strawberry:

# schema.py
# replace normal Schema import with:
from graphene_protector.django.strawberry import Schema
schema = Schema(query=Query, mutation=Mutation)

manual way (note: import from django for including defaults from settings)

from graphene_protector.django.graphene import Schema
# or
# from graphene_protector.django.strawberry import Schema
schema = Schema(query=Query)
result = schema.execute(query_string)

manual way with custom default Limits

from graphene_protector import Limits
from graphene_protector.django.graphene import Schema
# or
# from graphene_protector.django.strawberry import Schema
schema = graphene.Schema(query=Query, limits=Limits(complexity=None))
result = schema.execute(
    query_string
)

Graphene & Strawberry

limits keyword with Limits object is supported.

from graphene_protector import Limits
from graphene_protector.graphene import Schema
# or
# from graphene_protector.strawberry import Schema
schema = Schema(query=Query, limits=Limits(depth=20, selections=None, complexity=100))
result = schema.execute(query_string)

pure graphql

from graphene_protector import LimitsValidationRule
from graphql.type.schema import Schema
schema = Schema(
    query=Query,
)
query_ast = parse("{ hello }")
self.assertFalse(validate(schema, query_ast, [LimitsValidationRule]))

or with custom defaults

from graphene_protector import Limits, LimitsValidationRule
from graphql.type.schema import Schema

class CustomLimitsValidationRule(LimitsValidationRule):
    default_limits = Limits(depth=20, selections=None, complexity=100)

schema = Schema(
    query=Query,
)
query_ast = parse("{ hello }")
self.assertFalse(validate(schema, query_ast, [LimitsValidationRule]))

strawberry extension variant

from graphene_protector import Limits
from graphene_protector.strawberry import CustomGrapheneProtector
from strawberry import Schema
schema = Schema(query=Query, extensions=[CustomGrapheneProtector(Limits(depth=20, selections=None, complexity=100))])
result = schema.execute(query_string)

or with custom defaults via Mixin

from graphene_protector import Limits, SchemaMixin, LimitsValidationRule
from graphql.type.schema import Schema

class CustomSchema(SchemaMixin, Schema):
    default_limits = Limits(depth=20, selections=None, complexity=100)

schema = CustomSchema(
    query=Query,
)
query_ast = parse("{ hello }")
self.assertFalse(validate(schema, query_ast, [LimitsValidationRule]))

strawberry extension variant with mixin

from graphene_protector import Limits, SchemaMixin
from graphene_protector.strawberry import CustomGrapheneProtector
from strawberry import Schema

class CustomSchema(SchemaMixin, Schema):
    default_limits = Limits(depth=20, selections=None, complexity=100)

schema = Schema(query=Query, extensions=[CustomGrapheneProtector()])
result = schema.execute(query_string)

Limits

A Limits object has following attributes:

  • depth: max depth (default: 20, None disables feature)
  • selections: max selections (default: None, None disables feature)
  • complexity: max (depth subtree * selections subtree) (default: 100, None disables feature)

they overwrite django settings if specified.

decorating single fields

Sometimes single fields should have different limits:

    person1 = Limits(depth=10)(graphene.Field(Person))

Limits are inherited for unspecified parameters

one-time disable limit checks

to disable checks for one operation use check_limits=False (works for: execute, execute_async (if available), subscribe (if available)):

from graphene_protector import Limits
from graphene_protector.graphene import Schema
schema = Schema(query=Query, limits=Limits(depth=20, selections=None, complexity=100))
result = schema.execute(query_string, check_limits=False)

Development

I am open for new ideas. If you want some new or better algorithms integrated just make a PR

related projects:

  • secure-graphene: lacks django integration, some features and has a not so easy findable name. But I accept: it is the "not invented here"-syndrome

TODO

  • test mutations

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