Move replace_attributes, merge_attributes onto AssetSpec, publicise

docs/content/integrations/airlift/federation-tutorial/federated-execution.mdx

@@ -37,8 +37,7 @@ Ultimately, we would like to kick off a run of `customer_metrics` whenever `load
 ```python file=../../airlift-federation-tutorial/snippets/federated_execution.py startafter=start_eager endbefore=end_eager
 from dagster import AutomationCondition
 
-customer_metrics_dag_asset = replace_attributes(
-    customer_metrics_dag_asset,
+customer_metrics_dag_asset = customer_metrics_dag_asset.replace_attributes(
     automation_condition=AutomationCondition.eager(),
 )
 ```
@@ -77,7 +76,6 @@ from dagster import (
     MaterializeResult,
     multi_asset,
 )
-from dagster._core.definitions.asset_spec import replace_attributes
 from dagster._core.definitions.declarative_automation.automation_condition import (
     AutomationCondition,
 )
@@ -114,16 +112,15 @@ load_customers_dag_asset = next(
         )
     )
 )
-customer_metrics_dag_asset = replace_attributes(
-    next(
-        iter(
-            load_airflow_dag_asset_specs(
-                airflow_instance=metrics_airflow_instance,
-                dag_selector_fn=lambda dag: dag.dag_id == "customer_metrics",
-            )
+customer_metrics_dag_asset = next(
+    iter(
+        load_airflow_dag_asset_specs(
+            airflow_instance=metrics_airflow_instance,
+            dag_selector_fn=lambda dag: dag.dag_id == "customer_metrics",
         )
-        # Add a dependency on the load_customers_dag_asset
-    ),
+    )
+    # Add a dependency on the load_customers_dag_asset
+).replace_attributes(
     deps=[load_customers_dag_asset],
     automation_condition=AutomationCondition.eager(),
 )

docs/content/integrations/airlift/federation-tutorial/observe.mdx

@@ -190,10 +190,7 @@ defs = Definitions(
 Now that we have both DAGs loaded into Dagster, we can observe the cross-dag lineage between them. To do this, we'll use the `replace_attributes` function to add a dependency from the `load_customers` asset to the `customer_metrics` asset:
 
 ```python file=../../airlift-federation-tutorial/snippets/observe.py startafter=start_lineage endbefore=end_lineage
-from dagster._core.definitions.asset_spec import replace_attributes
-
-customer_metrics_dag_asset = replace_attributes(
-    customer_metrics_dag_asset,
+customer_metrics_dag_asset = customer_metrics_dag_asset.replace_attributes(
     deps=[load_customers],
 )
 ```

examples/airlift-federation-tutorial/airlift_federation_tutorial/dagster_defs/stages/executable_and_da.py

@@ -5,7 +5,6 @@
     MaterializeResult,
     multi_asset,
 )
-from dagster._core.definitions.asset_spec import replace_attributes
 from dagster._core.definitions.declarative_automation.automation_condition import (
     AutomationCondition,
 )
@@ -42,16 +41,15 @@
         )
     )
 )
-customer_metrics_dag_asset = replace_attributes(
-    next(
-        iter(
-            load_airflow_dag_asset_specs(
-                airflow_instance=metrics_airflow_instance,
-                dag_selector_fn=lambda dag: dag.dag_id == "customer_metrics",
-            )
+customer_metrics_dag_asset = next(
+    iter(
+        load_airflow_dag_asset_specs(
+            airflow_instance=metrics_airflow_instance,
+            dag_selector_fn=lambda dag: dag.dag_id == "customer_metrics",
         )
-        # Add a dependency on the load_customers_dag_asset
-    ),
+    )
+    # Add a dependency on the load_customers_dag_asset
+).replace_attributes(
     deps=[load_customers_dag_asset],
     automation_condition=AutomationCondition.eager(),
 )

examples/airlift-federation-tutorial/airlift_federation_tutorial/dagster_defs/stages/observe_with_deps.py

@@ -1,5 +1,4 @@
 from dagster import Definitions
-from dagster._core.definitions.asset_spec import replace_attributes
 from dagster_airlift.core import (
     AirflowBasicAuthBackend,
     AirflowInstance,
@@ -33,16 +32,15 @@
         )
     )
 )
-customer_metrics_dag_asset = replace_attributes(
-    next(
-        iter(
-            load_airflow_dag_asset_specs(
-                airflow_instance=metrics_airflow_instance,
-                dag_selector_fn=lambda dag: dag.dag_id == "customer_metrics",
-            )
+customer_metrics_dag_asset = next(
+    iter(
+        load_airflow_dag_asset_specs(
+            airflow_instance=metrics_airflow_instance,
+            dag_selector_fn=lambda dag: dag.dag_id == "customer_metrics",
         )
-        # Add a dependency on the load_customers_dag_asset
-    ),
+    )
+    # Add a dependency on the load_customers_dag_asset
+).replace_attributes(
     deps=[load_customers_dag_asset],
 )
 

examples/airlift-federation-tutorial/snippets/federated_execution.py

@@ -5,7 +5,6 @@
     MaterializeResult,
     multi_asset,
 )
-from dagster._core.definitions.asset_spec import replace_attributes
 from dagster._core.definitions.declarative_automation.automation_condition import (
     AutomationCondition,
 )
@@ -42,15 +41,14 @@
         )
     )
 )
-customer_metrics_dag_asset = replace_attributes(
-    next(
-        iter(
-            load_airflow_dag_asset_specs(
-                airflow_instance=metrics_airflow_instance,
-                dag_selector_fn=lambda dag: dag.dag_id == "customer_metrics",
-            )
+customer_metrics_dag_asset = next(
+    iter(
+        load_airflow_dag_asset_specs(
+            airflow_instance=metrics_airflow_instance,
+            dag_selector_fn=lambda dag: dag.dag_id == "customer_metrics",
         )
-    ),
+    )
+).replace_attributes(
     deps=[load_customers_dag_asset],
     automation_condition=AutomationCondition.eager(),
 )
@@ -88,8 +86,7 @@ def run_customer_metrics() -> MaterializeResult:
 # start_eager
 from dagster import AutomationCondition
 
-customer_metrics_dag_asset = replace_attributes(
-    customer_metrics_dag_asset,
+customer_metrics_dag_asset = customer_metrics_dag_asset.replace_attributes(
     automation_condition=AutomationCondition.eager(),
 )
 # end_eager

examples/airlift-federation-tutorial/snippets/observe.py

@@ -72,10 +72,7 @@
 )
 
 # start_lineage
-from dagster._core.definitions.asset_spec import replace_attributes
-
-customer_metrics_dag_asset = replace_attributes(
-    customer_metrics_dag_asset,
+customer_metrics_dag_asset = customer_metrics_dag_asset.replace_attributes(
     deps=[load_customers],
 )
 # end_lineage

python_modules/dagster/dagster/_core/definitions/asset_out.py

@@ -8,7 +8,7 @@
     public,
 )
 from dagster._core.definitions.asset_dep import AssetDep
-from dagster._core.definitions.asset_spec import AssetSpec, replace_attributes
+from dagster._core.definitions.asset_spec import AssetSpec
 from dagster._core.definitions.auto_materialize_policy import AutoMaterializePolicy
 from dagster._core.definitions.backfill_policy import BackfillPolicy
 from dagster._core.definitions.declarative_automation.automation_condition import (
@@ -219,8 +219,7 @@ def to_out(self) -> Out:
     def to_spec(
         self, key: AssetKey, deps: Sequence[AssetDep], additional_tags: Mapping[str, str] = {}
     ) -> AssetSpec:
-        return replace_attributes(
-            self._spec,
+        return self._spec.replace_attributes(
             key=key,
             tags={**additional_tags, **self.tags} if self.tags else additional_tags,
             deps=[*self._spec.deps, *deps],

python_modules/dagster/dagster/_core/definitions/asset_spec.py

@@ -293,81 +293,92 @@ def with_io_manager_key(self, io_manager_key: str) -> "AssetSpec":
             metadata={**self.metadata, SYSTEM_METADATA_KEY_IO_MANAGER_KEY: io_manager_key}
         )
 
+    @public
+    def replace_attributes(
+        self,
+        *,
+        key: CoercibleToAssetKey = ...,
+        deps: Optional[Iterable["CoercibleToAssetDep"]] = ...,
+        description: Optional[str] = ...,
+        metadata: Optional[Mapping[str, Any]] = ...,
+        skippable: bool = ...,
+        group_name: Optional[str] = ...,
+        code_version: Optional[str] = ...,
+        automation_condition: Optional[AutomationCondition] = ...,
+        owners: Optional[Sequence[str]] = ...,
+        tags: Optional[Mapping[str, str]] = ...,
+        kinds: Optional[Set[str]] = ...,
+        partitions_def: Optional[PartitionsDefinition] = ...,
+    ) -> "AssetSpec":
+        """Returns a new AssetSpec with the specified attributes replaced."""
+        current_tags_without_kinds = {
+            tag_key: tag_value
+            for tag_key, tag_value in self.tags.items()
+            if not tag_key.startswith(KIND_PREFIX)
+        }
+        with disable_dagster_warnings():
+            return self.dagster_internal_init(
+                key=key if key is not ... else self.key,
+                deps=deps if deps is not ... else self.deps,
+                description=description if description is not ... else self.description,
+                metadata=metadata if metadata is not ... else self.metadata,
+                skippable=skippable if skippable is not ... else self.skippable,
+                group_name=group_name if group_name is not ... else self.group_name,
+                code_version=code_version if code_version is not ... else self.code_version,
+                freshness_policy=self.freshness_policy,
+                automation_condition=automation_condition
+                if automation_condition is not ...
+                else self.automation_condition,
+                owners=owners if owners is not ... else self.owners,
+                tags=tags if tags is not ... else current_tags_without_kinds,
+                kinds=kinds if kinds is not ... else self.kinds,
+                partitions_def=partitions_def if partitions_def is not ... else self.partitions_def,
+            )
 
-def replace_attributes(
-    spec: AssetSpec,
-    *,
-    key: CoercibleToAssetKey = ...,
-    deps: Optional[Iterable["CoercibleToAssetDep"]] = ...,
-    description: Optional[str] = ...,
-    metadata: Optional[Mapping[str, Any]] = ...,
-    skippable: bool = ...,
-    group_name: Optional[str] = ...,
-    code_version: Optional[str] = ...,
-    freshness_policy: Optional[FreshnessPolicy] = ...,
-    automation_condition: Optional[AutomationCondition] = ...,
-    owners: Optional[Sequence[str]] = ...,
-    tags: Optional[Mapping[str, str]] = ...,
-    kinds: Optional[Set[str]] = ...,
-    partitions_def: Optional[PartitionsDefinition] = ...,
-) -> "AssetSpec":
-    """Returns a new AssetSpec with the specified attributes replaced."""
-    current_tags_without_kinds = {
-        tag_key: tag_value
-        for tag_key, tag_value in spec.tags.items()
-        if not tag_key.startswith(KIND_PREFIX)
-    }
-    with disable_dagster_warnings():
-        return spec.dagster_internal_init(
-            key=key if key is not ... else spec.key,
-            deps=deps if deps is not ... else spec.deps,
-            description=description if description is not ... else spec.description,
-            metadata=metadata if metadata is not ... else spec.metadata,
-            skippable=skippable if skippable is not ... else spec.skippable,
-            group_name=group_name if group_name is not ... else spec.group_name,
-            code_version=code_version if code_version is not ... else spec.code_version,
-            freshness_policy=freshness_policy
-            if freshness_policy is not ...
-            else spec.freshness_policy,
-            automation_condition=automation_condition
-            if automation_condition is not ...
-            else spec.automation_condition,
-            owners=owners if owners is not ... else spec.owners,
-            tags=tags if tags is not ... else current_tags_without_kinds,
-            kinds=kinds if kinds is not ... else spec.kinds,
-            partitions_def=partitions_def if partitions_def is not ... else spec.partitions_def,
-        )
+    @public
+    def merge_attributes(
+        self,
+        *,
+        deps: Iterable["CoercibleToAssetDep"] = ...,
+        metadata: Mapping[str, Any] = ...,
+        owners: Sequence[str] = ...,
+        tags: Mapping[str, str] = ...,
+        kinds: Set[str] = ...,
+    ) -> "AssetSpec":
+        """Returns a new AssetSpec with the specified attributes merged with the current attributes.
 
+        Args:
+            deps (Optional[Iterable[CoercibleToAssetDep]]): A set of asset dependencies to add to
+                the asset self.
+            metadata (Optional[Mapping[str, Any]]): A set of metadata to add to the asset self.
+                Will overwrite any existing metadata with the same key.
+            owners (Optional[Sequence[str]]): A set of owners to add to the asset self.
+            tags (Optional[Mapping[str, str]]): A set of tags to add to the asset self.
+                Will overwrite any existing tags with the same key.
+            kinds (Optional[Set[str]]): A set of kinds to add to the asset self.
 
-def merge_attributes(
-    spec: AssetSpec,
-    *,
-    deps: Iterable["CoercibleToAssetDep"] = ...,
-    metadata: Mapping[str, Any] = ...,
-    owners: Sequence[str] = ...,
-    tags: Mapping[str, str] = ...,
-    kinds: Set[str] = ...,
-) -> "AssetSpec":
-    """Returns a new AssetSpec with the specified attributes merged with the current attributes."""
-    current_tags_without_kinds = {
-        tag_key: tag_value
-        for tag_key, tag_value in spec.tags.items()
-        if not tag_key.startswith(KIND_PREFIX)
-    }
-    with disable_dagster_warnings():
-        return spec.dagster_internal_init(
-            key=spec.key,
-            deps=[*spec.deps, *(deps if deps is not ... else [])],
-            description=spec.description,
-            metadata={**spec.metadata, **(metadata if metadata is not ... else {})},
-            skippable=spec.skippable,
-            group_name=spec.group_name,
-            code_version=spec.code_version,
-            freshness_policy=spec.freshness_policy,
-            automation_condition=spec.automation_condition,
-            owners=[*spec.owners, *(owners if owners is not ... else [])],
-            tags={**current_tags_without_kinds, **(tags if tags is not ... else {})},
-            kinds={*spec.kinds, *(kinds if kinds is not ... else {})},
-            auto_materialize_policy=spec.auto_materialize_policy,
-            partitions_def=spec.partitions_def,
-        )
+        Returns:
+            AssetSpec
+        """
+        current_tags_without_kinds = {
+            tag_key: tag_value
+            for tag_key, tag_value in self.tags.items()
+            if not tag_key.startswith(KIND_PREFIX)
+        }
+        with disable_dagster_warnings():
+            return self.dagster_internal_init(
+                key=self.key,
+                deps=[*self.deps, *(deps if deps is not ... else [])],
+                description=self.description,
+                metadata={**self.metadata, **(metadata if metadata is not ... else {})},
+                skippable=self.skippable,
+                group_name=self.group_name,
+                code_version=self.code_version,
+                freshness_policy=self.freshness_policy,
+                automation_condition=self.automation_condition,
+                owners=[*self.owners, *(owners if owners is not ... else [])],
+                tags={**current_tags_without_kinds, **(tags if tags is not ... else {})},
+                kinds={*self.kinds, *(kinds if kinds is not ... else {})},
+                auto_materialize_policy=self.auto_materialize_policy,
+                partitions_def=self.partitions_def,
+            )