[
https://issues.apache.org/jira/browse/BEAM-12164?focusedWorklogId=683584&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-683584
]
ASF GitHub Bot logged work on BEAM-12164:
-----------------------------------------
Author: ASF GitHub Bot
Created on: 18/Nov/21 19:02
Start Date: 18/Nov/21 19:02
Worklog Time Spent: 10m
Work Description: pabloem commented on a change in pull request #16011:
URL: https://github.com/apache/beam/pull/16011#discussion_r752438052
##########
File path:
sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/changestreams/model/ChangeStreamRecordMetadata.java
##########
@@ -0,0 +1,409 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you 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
+ *
+ * http://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.
+ */
+package org.apache.beam.sdk.io.gcp.spanner.changestreams.model;
+
+import com.google.cloud.Timestamp;
+import java.io.Serializable;
+import java.util.Objects;
+import
org.apache.beam.vendor.guava.v26_0_jre.com.google.common.annotations.VisibleForTesting;
+
+/** Holds internal execution metrics / metadata for the processed {@link
ChangeStreamRecord}. */
+public class ChangeStreamRecordMetadata implements Serializable {
Review comment:
by implementing `Serializable` I suppose you're wanting to enable Beam
to serialize your records using Java serialization. This makes sense, but you
may want to consider removing the serializable, and instead annotating them
with `@DefaultSchema(JavaBeanSchema.class)`.
Reasons why you may want to do that:
- Beam serialization is faster and more compact than Java serialization
- By adding a schema to it, you can apply 'smart' transformations to your
data (e.g. `.apply(Select.columns("recordTimestamp", "partitionToken"));`
See
https://beam.apache.org/releases/javadoc/current/org/apache/beam/sdk/schemas/annotations/DefaultSchema.html
and
see
https://beam.apache.org/releases/javadoc/current/org/apache/beam/sdk/schemas/JavaBeanSchema.html
##########
File path:
sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/changestreams/model/ChangeStreamRecordMetadata.java
##########
@@ -0,0 +1,409 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you 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
+ *
+ * http://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.
+ */
+package org.apache.beam.sdk.io.gcp.spanner.changestreams.model;
+
+import com.google.cloud.Timestamp;
+import java.io.Serializable;
+import java.util.Objects;
+import
org.apache.beam.vendor.guava.v26_0_jre.com.google.common.annotations.VisibleForTesting;
+
+/** Holds internal execution metrics / metadata for the processed {@link
ChangeStreamRecord}. */
+public class ChangeStreamRecordMetadata implements Serializable {
Review comment:
The only thing to keep in mind (and maybe the reason why you're using
Java serialization) is that you can only have one schema per PCollection - so
if you have records of multiple kinds in the same PCollection, this approach
may not be good.
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Issue Time Tracking
-------------------
Worklog Id: (was: 683584)
Time Spent: 50m (was: 40m)
> SpannerIO Change Stream Connector
> ---------------------------------
>
> Key: BEAM-12164
> URL: https://issues.apache.org/jira/browse/BEAM-12164
> Project: Beam
> Issue Type: New Feature
> Components: sdk-java-core
> Reporter: Thiago Nunes
> Priority: P3
> Time Spent: 50m
> Remaining Estimate: 0h
>
> We would like to augment the existing Google Cloud SpannerIO connector
> ([https://github.com/apache/beam/blob/master/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerIO.java)]
> with the support for Spanner Change Streams (CDC). CDC support is just being
> implemented in Spanner and it will be exposed through a gRPC API. We will use
> such API to create a new SpannerIO.readChangeStream(...) implementation.
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