feast-dev · feast-ci-bot · Mar 6, 2021 · Mar 2, 2021 · Mar 3, 2021 · Mar 3, 2021
@@ -0,0 +1,37 @@
+# Copyright 2019 The Feast Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from typing import Dict, Optional
+
+
+class BigQuerySource:
+    """
+    Represents a BigQuery table reference or BigQuery query that returns a set of features.
+    """
+
+    def __init__(
+        self,
+        table_ref: Optional[str],
+        event_timestamp_column: str,
+        created_timestamp_column: Optional[str],
+        field_mapping: Optional[Dict[str, str]],
+        query: Optional[str],
+    ):
+        if (table_ref is None) != (query is None):
+            raise Exception("Exactly one of table_ref and query should be specified")
+        self.table_ref = table_ref
+        self.event_timestamp_column = event_timestamp_column
+        self.created_timestamp_column = created_timestamp_column
+        self.field_mapping = field_mapping
+        self.query = query
+        return
@@ -0,0 +1,34 @@
+# Copyright 2019 The Feast Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from typing import Optional
+
+from feast.feature_store_config import Config
+
+
+class FeatureStore:
+    """
+    A FeatureStore object is used to define, create, and retrieve features.
+    """
+
+    def __init__(
+        self, config_path: Optional[str], config: Optional[Config],
+    ):
+        if config_path is None or config is None:
+            raise Exception("You cannot specify both config_path and config")
+        if config is not None:
+            self.config = config
+        elif config_path is not None:
+            self.config = Config.from_path(config_path)
+        else:
+            self.config = Config()
@@ -0,0 +1,53 @@
+# Copyright 2019 The Feast Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from typing import Optional
+
+import yaml
+
+
+class Config:
+    """
+    Configuration object that contains all possible configuration options for a FeatureStore.
+    """
+
+    def __init__(
+        self,
+        provider: Optional[str],
+        online_store: Optional[str],
+        metadata_store: Optional[str],
+    ):
+        self.provider = provider if (provider is not None) else "local"
+        self.online_store = online_store if (online_store is not None) else "local"
+        self.metadata_store = (
+            metadata_store if (metadata_store is not None) else "./metadata_store"
+        )
+
+    @classmethod
+    def from_path(cls, config_path: str):
+        """
+        Construct the configuration object from a filepath containing a yaml file.
+
+        Example yaml file:
+
+        provider: gcp
+        online_store: firestore
+        metadata_store: gs://my_bucket/metadata_store
+        """
+        with open(config_path, "r") as f:
+            config_dict = yaml.safe_load(f)
+            return cls(
+                provider=config_dict.get("provider"),
+                online_store=config_dict.get("online_store"),
+                metadata_store=config_dict.get("metadata_store"),
+            )
@@ -0,0 +1,46 @@
+# Copyright 2019 The Feast Authors
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from datetime import datetime
+from typing import Dict, List
+
+from feast.big_query_source import BigQuerySource
+from feast.entity import Entity
+from feast.feature import Feature
+
+
+class FeatureView:
+    """
+    A FeatureView defines a logical grouping of servable features.
+    """
+
+    def __init__(
+        self,
+        name: str,
+        entities: List[Entity],
+        features: List[Feature],
+        tags: Dict[str, str],
+        ttl: str,
+        online: bool,
+        inputs: BigQuerySource,
+        feature_start_time: datetime,
+    ):
+        self.name = name
+        self.entities = entities
+        self.features = features
+        self.tags = tags
+        self.ttl = ttl
+        self.online = online
+        self.inputs = inputs
+        self.feature_start_time = feature_start_time
+        return