vinothchandar commented on code in PR #17610:
URL: https://github.com/apache/hudi/pull/17610#discussion_r2684572006


##########
rfc/rfc-102/rfc-102.md:
##########
@@ -0,0 +1,135 @@
+   <!--
+  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.
+-->
+# RFC-102: RLI support for Flink streaming

Review Comment:
   ```suggestion
   # RFC-102: RLI and Secondary Indexing support for Flink Sink
   ```



##########
rfc/rfc-102/rfc-102.md:
##########
@@ -0,0 +1,135 @@
+   <!--
+  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.
+-->
+# RFC-102: RLI support for Flink streaming
+
+## Proposers
+
+- @danny0405
+
+## Approvers
+ - @geserdugarov
+ - @vinothchandar
+ - @cshuo
+
+## Status
+
+GH Discussion: https://github.com/apache/hudi/discussions/17452
+
+> Please keep the status updated in `rfc/README.md`.
+
+## Abstract
+This RFC aims to introduce RLI support for Flink streaming:
+
+- Impl reliable and performant write and read support for RLI via Flink APIs;
+- The RLI impl is engines compatible, for e.g, Flink can access and utilize 
the RLI written by Spark and vice versa;
+- The RLI is global, upserts among partitions is supported; Also support 
partition level RLI for large fact tables;
+- Async compaction for MDT when RLI is enabled; in writer pipeline or table 
services background job;
+- Smart caching of RLI;
+- Clearly set limits for the kind of write throughput supported by RLI (based 
on certain average response time for the RLI access, like from x0ms to x00ms) 
via empirical benchmarks;
+- Ability to be expanded to arbitrary secondary indexing on different columns.

Review Comment:
   Like I have called out many times - we need to cover SI also in one shot. 
Otherwise, for a Flink table with RLI won't be usable from a SI perspective.
   
   
   please update RFC title and scope. 



##########
rfc/rfc-102/rfc-102.md:
##########
@@ -0,0 +1,135 @@
+   <!--
+  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.
+-->
+# RFC-102: RLI support for Flink streaming

Review Comment:
   is it just RLI or any SI .. Please clarify scope



##########
rfc/rfc-102/rfc-102.md:
##########
@@ -0,0 +1,135 @@
+   <!--
+  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.
+-->
+# RFC-102: RLI support for Flink streaming
+
+## Proposers
+
+- @danny0405
+
+## Approvers
+ - @geserdugarov
+ - @vinothchandar
+ - @cshuo
+
+## Status
+
+GH Discussion: https://github.com/apache/hudi/discussions/17452
+
+> Please keep the status updated in `rfc/README.md`.
+
+## Abstract
+This RFC aims to introduce RLI support for Flink streaming:

Review Comment:
   ```suggestion
   This RFC aims to introduce RLI and SI support for Flink streaming:
   ```



##########
rfc/rfc-102/rfc-102.md:
##########
@@ -0,0 +1,135 @@
+   <!--
+  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.
+-->
+# RFC-102: RLI support for Flink streaming
+
+## Proposers
+
+- @danny0405
+
+## Approvers
+ - @geserdugarov
+ - @vinothchandar
+ - @cshuo
+
+## Status
+
+GH Discussion: https://github.com/apache/hudi/discussions/17452
+
+> Please keep the status updated in `rfc/README.md`.
+
+## Abstract
+This RFC aims to introduce RLI support for Flink streaming:
+
+- Impl reliable and performant write and read support for RLI via Flink APIs;
+- The RLI impl is engines compatible, for e.g, Flink can access and utilize 
the RLI written by Spark and vice versa;
+- The RLI is global, upserts among partitions is supported; Also support 
partition level RLI for large fact tables;
+- Async compaction for MDT when RLI is enabled; in writer pipeline or table 
services background job;
+- Smart caching of RLI;
+- Clearly set limits for the kind of write throughput supported by RLI (based 
on certain average response time for the RLI access, like from x0ms to x00ms) 
via empirical benchmarks;

Review Comment:
   ```suggestion
   - Clearly document scale/performance limits for write throughput supported 
by RLI (based on certain average response time for the RLI access, like from 
x0ms to x00ms) via empirical benchmarks;
   ```



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