Docs

Author: serramatutu

docs/extensions/query-complexity-estimator.md

@@ -0,0 +1,128 @@
+---
+title: Query Complexity Estimator
+summary: Add a validator to estimate the complexity of GraphQL operations.
+tags: security
+---
+
+# `QueryComplexityEstimator`
+
+Estimate the complexity of a query and attach its cost to the execution context.
+
+This extension works by traversing through the query document and evaluating
+each node's cost. If no field-specific override is provided, field costs are
+estimated using `default_estimator`.
+
+When the extension finishes estimating the complexity of the operations,
+`callback` is called with a map of complexities of all operations and the
+current execution context. This callback can be used for things such as a
+token-bucket rate-limiter based on query complexity, a complexity logger, or for
+storing the complexities in the current execution context so that it can used by
+downstream resolvers.
+
+Additionally, you can configure the extension also to add the complexity
+dictionary to the response that gets sent to the client by setting
+`response_key`.
+
+## Usage example:
+
+```python
+from typing import Iterator
+
+from graphql.error import GraphQLError
+
+import strawberry
+from strawberry.types import ExecutionContext
+from strawberry.extensions import FieldComplexityEstimator, QueryComplexityEstimator
+
+
+class MyEstimator(FieldComplexityEstimator):
+    def estimate_complexity(
+        self, child_complexities: Iterator[int], arguments: dict[str, Any]
+    ) -> int:
+        children_sum = sum(child_complexities)
+        # scalar fields cost 1
+        if children_sum == 0:
+            return 1
+
+        # non-list object fields cost the sum of their children
+        if "page_size" not in field_kwargs:
+            return children_sum
+
+        # paginated fields cost gets multiplied by page size
+        return children_sum * field_kwargs["page_size"]
+
+
+# initialize your rate-limiter somehow
+rate_limiter = ...
+
+
+def my_callback(
+    complexities: dict[str, int], execution_context: ExecutionContext
+) -> None:
+    # add complexities to execution context
+    execution_context.context["complexities"] = complexities
+
+    # apply a token-bucket rate-limiter
+    total_cost = sum(complexities.values())
+    bucket = rate_limiter.get_bucket_for_key(execution_context.context["user_id"])
+    tokens_left = bucket.take_tokens(total_cost)
+    if tokens_left <= 0:
+        raise GraphQLError(
+            "Rate-limit exhausted. Please wait for some time before trying again."
+        )
+
+
+schema = strawberry.Schema(
+    Query,
+    extensions=[
+        QueryComplexityEstimator(
+            default_estimator=MyEstimator(),
+            callback=my_callback,
+        ),
+    ],
+)
+```
+
+## API reference:
+
+```python
+class QueryComplexityEstimator(default_estimator, callback, response_key): ...
+```
+
+#### `default_estimator: Union[FieldComplexityEstimator, int]`
+
+The default complexity estimator for fields that don't specify overrides. If
+it's an integer, the default estimator will be a
+`ConstantFieldComplexityEstimator` with the integer value.
+
+#### `callback: Optional[Callable[[Dict[str, int], ExecutionContext], None]]`
+
+Called each time validation runs. Receives a dictionary which is a map of the
+complexity for each operation.
+
+#### `response_key: Optional[str]`
+
+If provided, this extension will add the calculated query complexities to the
+response that gets sent to the client via `get_results()`. The resulting
+complexities will be under the specified key.
+
+```python
+class FieldComplexityEstimator: ...
+```
+
+Estimate the complexity of a single field.
+
+### `estimate_complexity(child_complexities, arguments) -> None:`
+
+The implementation of the estimator
+
+#### `child_complexities: Iterator[int]`
+
+An iterator over the complexities of child fields, if they exist. This iterator
+is lazy, meaning the complexity of each child will only be evaluated if `next()`
+gets called on the iterator. As such, to avoud unnnecessary computation we
+recommend only iterating over child complexities if you'll use them.
+
+#### `arguments: Dict[str, Any]`
+
+A dict that maps field arguments to their values.

strawberry/extensions/query_complexity_estimator.py

@@ -205,7 +205,9 @@ def __init__(
 
         Args:
             default_estimator: The default complexity estimator for fields
-                that don't specify overrides.
+                that don't specify overrides. If it's an integer, the default
+                estimator will be a `ConstantFieldComplexityEstimator` with
+                the integer value.
             callback: Called each time complexity is estimated. Receives a
                 dictionary which is a map of estimated complexity for each
                 operation.