feat: Key ttl setting for redis online store (feast-dev#2341)

Vitaly Sergeyev · web-flow · commit 236a108c87ae · 2022-02-28T13:36:11.000-08:00
* key ttl setting for redis online store

Signed-off-by: Vitaly Sergeyev &lt;vsergeyev@better.com&gt;

* Optional typing

Signed-off-by: Vitaly Sergeyev &lt;vsergeyev@better.com&gt;
diff --git a/sdk/python/feast/infra/online_stores/redis.py b/sdk/python/feast/infra/online_stores/redis.py
@@ -68,6 +68,9 @@ class RedisOnlineStoreConfig(FeastConfigBaseModel):
     """Connection string containing the host, port, and configuration parameters for Redis
      format: host:port,parameter1,parameter2 eg. redis:6379,db=0 """
 
+    key_ttl_seconds: Optional[int] = None
+    """(Optional) redis key bin ttl (in seconds) for expiring entities"""
+
 
 class RedisOnlineStore(OnlineStore):
     _client: Optional[Union[Redis, RedisCluster]] = None
@@ -227,9 +230,11 @@ def online_write_batch(
                     entity_hset[f_key] = val.SerializeToString()
 
                 pipe.hset(redis_key_bin, mapping=entity_hset)
-                # TODO: support expiring the entity / features in Redis
-                # otherwise entity features remain in redis until cleaned up in separate process
-                # client.expire redis_key_bin based a ttl setting
+
+                if online_store_config.key_ttl_seconds:
+                    pipe.expire(
+                        name=redis_key_bin, time=online_store_config.key_ttl_seconds
+                    )
             results = pipe.execute()
             if progress:
                 progress(len(results))
diff --git a/sdk/python/tests/integration/online_store/test_universal_online.py b/sdk/python/tests/integration/online_store/test_universal_online.py
@@ -35,6 +35,67 @@
 from tests.utils.data_source_utils import prep_file_source
 
 
+@pytest.mark.integration
+def test_entity_ttl_online_store(local_redis_environment, universal_data_sources):
+    if os.getenv("FEAST_IS_LOCAL_TEST", "False") == "True":
+        return
+    fs = local_redis_environment.feature_store
+    # setting ttl setting in online store to 1 second
+    fs.config.online_store.key_ttl_seconds = 1
+    entities, datasets, data_sources = universal_data_sources
+    driver_hourly_stats = create_driver_hourly_stats_feature_view(
+        data_sources["driver"]
+    )
+    driver_entity = driver()
+
+    # Register Feature View and Entity
+    fs.apply([driver_hourly_stats, driver_entity])
+
+    # fake data to ingest into Online Store
+    data = {
+        "driver_id": [1],
+        "conv_rate": [0.5],
+        "acc_rate": [0.6],
+        "avg_daily_trips": [4],
+        "event_timestamp": [pd.Timestamp(datetime.datetime.utcnow()).round("ms")],
+        "created": [pd.Timestamp(datetime.datetime.utcnow()).round("ms")],
+    }
+    df_ingest = pd.DataFrame(data)
+
+    # directly ingest data into the Online Store
+    fs.write_to_online_store("driver_stats", df_ingest)
+
+    # assert the right data is in the Online Store
+    df = fs.get_online_features(
+        features=[
+            "driver_stats:avg_daily_trips",
+            "driver_stats:acc_rate",
+            "driver_stats:conv_rate",
+        ],
+        entity_rows=[{"driver": 1}],
+    ).to_df()
+    assertpy.assert_that(df["avg_daily_trips"].iloc[0]).is_equal_to(4)
+    assertpy.assert_that(df["acc_rate"].iloc[0]).is_close_to(0.6, 1e-6)
+    assertpy.assert_that(df["conv_rate"].iloc[0]).is_close_to(0.5, 1e-6)
+
+    # simulate time passing for testing ttl
+    time.sleep(1)
+
+    # retrieve the same entity again
+    df = fs.get_online_features(
+        features=[
+            "driver_stats:avg_daily_trips",
+            "driver_stats:acc_rate",
+            "driver_stats:conv_rate",
+        ],
+        entity_rows=[{"driver": 1}],
+    ).to_df()
+    # assert that the entity features expired in the online store
+    assertpy.assert_that(df["avg_daily_trips"].iloc[0]).is_none()
+    assertpy.assert_that(df["acc_rate"].iloc[0]).is_none()
+    assertpy.assert_that(df["conv_rate"].iloc[0]).is_none()
+
+
 # TODO: make this work with all universal (all online store types)
 @pytest.mark.integration
 def test_write_to_online_store_event_check(local_redis_environment):
