vaquarkhan commented on code in PR #57016:
URL: https://github.com/apache/spark/pull/57016#discussion_r3534320971


##########
sql/connect/server/src/main/scala/org/apache/spark/status/api/v1/connect/ConnectResource.scala:
##########
@@ -0,0 +1,97 @@
+/*
+ * 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.spark.status.api.v1.connect
+
+import jakarta.ws.rs._
+import jakarta.ws.rs.core.MediaType
+
+import org.apache.spark.sql.connect.ui.{ExecutionInfo, SessionInfo, 
SparkConnectServerAppStatusStore}
+import org.apache.spark.status.api.v1.{BaseAppResource, NotFoundException}
+
+@Produces(Array(MediaType.APPLICATION_JSON))
+private[v1] class ConnectResource extends BaseAppResource {
+
+  @GET
+  @Path("sessions")
+  def sessionList(
+      @DefaultValue("0") @QueryParam("offset") offset: Int,
+      @DefaultValue("-1") @QueryParam("length") length: Int): Seq[SessionData] 
= withUI { ui =>
+    val store = new SparkConnectServerAppStatusStore(ui.store.store)
+    paginate(store.getSessionList, offset, length).map(prepareSessionData)
+  }
+
+  @GET
+  @Path("sessions/{sessionId}")
+  def session(@PathParam("sessionId") sessionId: String): SessionData = withUI 
{ ui =>
+    val store = new SparkConnectServerAppStatusStore(ui.store.store)
+    store
+      .getSession(sessionId)
+      .map(prepareSessionData)
+      .getOrElse(throw new NotFoundException("unknown session id: " + 
sessionId))
+  }
+
+  @GET
+  @Path("operations")
+  def operationList(
+      @DefaultValue("0") @QueryParam("offset") offset: Int,
+      @DefaultValue("-1") @QueryParam("length") length: Int): 
Seq[ExecutionData] = withUI { ui =>
+    val store = new SparkConnectServerAppStatusStore(ui.store.store)
+    paginate(store.getExecutionList, offset, length).map(prepareExecutionData)
+  }
+
+  // The operation id is a UUID and is therefore safe to use as a path 
segment, whereas the job
+  // tag embeds the raw user id (which may contain characters such as '/' that 
are not path-safe).
+  @GET
+  @Path("operations/{operationId}")
+  def operation(@PathParam("operationId") operationId: String): ExecutionData 
= withUI { ui =>
+    val store = new SparkConnectServerAppStatusStore(ui.store.store)
+    store
+      .getExecutionByOperationId(operationId)
+      .map(prepareExecutionData)
+      .getOrElse(throw new NotFoundException("unknown operation id: " + 
operationId))
+  }
+
+  private def paginate[T](list: Seq[T], offset: Int, length: Int): Seq[T] = {
+    if (length < 0) list else list.slice(offset, offset + length)

Review Comment:
   This slices after the caller has already materialized the whole store 
getSessionList/getExecutionList (lines 35 and 54) call 
KVUtils.viewToSeq(store.view(...)), loading all N rows on every request. So 
?offset=0&length=10 still walks the entire store, and the default length=-1 
(lines 33 and 52) means a bare GET /connect/operations returns an unbounded 
payload — an OOM/latency risk on a long-lived server. Please push offset/length 
into the KVStoreView (skip/max) and cap the default length.



##########
sql/connect/server/src/main/scala/org/apache/spark/status/api/v1/connect/ConnectResource.scala:
##########
@@ -0,0 +1,97 @@
+/*
+ * 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.spark.status.api.v1.connect
+
+import jakarta.ws.rs._
+import jakarta.ws.rs.core.MediaType
+
+import org.apache.spark.sql.connect.ui.{ExecutionInfo, SessionInfo, 
SparkConnectServerAppStatusStore}
+import org.apache.spark.status.api.v1.{BaseAppResource, NotFoundException}
+
+@Produces(Array(MediaType.APPLICATION_JSON))
+private[v1] class ConnectResource extends BaseAppResource {
+
+  @GET
+  @Path("sessions")
+  def sessionList(
+      @DefaultValue("0") @QueryParam("offset") offset: Int,
+      @DefaultValue("-1") @QueryParam("length") length: Int): Seq[SessionData] 
= withUI { ui =>
+    val store = new SparkConnectServerAppStatusStore(ui.store.store)
+    paginate(store.getSessionList, offset, length).map(prepareSessionData)
+  }
+
+  @GET
+  @Path("sessions/{sessionId}")
+  def session(@PathParam("sessionId") sessionId: String): SessionData = withUI 
{ ui =>
+    val store = new SparkConnectServerAppStatusStore(ui.store.store)
+    store
+      .getSession(sessionId)
+      .map(prepareSessionData)
+      .getOrElse(throw new NotFoundException("unknown session id: " + 
sessionId))
+  }
+
+  @GET
+  @Path("operations")
+  def operationList(
+      @DefaultValue("0") @QueryParam("offset") offset: Int,
+      @DefaultValue("-1") @QueryParam("length") length: Int): 
Seq[ExecutionData] = withUI { ui =>
+    val store = new SparkConnectServerAppStatusStore(ui.store.store)
+    paginate(store.getExecutionList, offset, length).map(prepareExecutionData)
+  }
+
+  // The operation id is a UUID and is therefore safe to use as a path 
segment, whereas the job
+  // tag embeds the raw user id (which may contain characters such as '/' that 
are not path-safe).
+  @GET
+  @Path("operations/{operationId}")
+  def operation(@PathParam("operationId") operationId: String): ExecutionData 
= withUI { ui =>
+    val store = new SparkConnectServerAppStatusStore(ui.store.store)
+    store
+      .getExecutionByOperationId(operationId)
+      .map(prepareExecutionData)
+      .getOrElse(throw new NotFoundException("unknown operation id: " + 
operationId))
+  }
+
+  private def paginate[T](list: Seq[T], offset: Int, length: Int): Seq[T] = {
+    if (length < 0) list else list.slice(offset, offset + length)

Review Comment:
   This slices after the caller has already materialized the whole store 
getSessionList/getExecutionList (lines 35 and 54) call 
KVUtils.viewToSeq(store.view(...)), loading all N rows on every request. So 
?offset=0&length=10 still walks the entire store, and the default length=-1 
(lines 33 and 52) means a bare GET /connect/operations returns an unbounded 
payload an OOM/latency risk on a long-lived server. Please push offset/length 
into the KVStoreView (skip/max) and cap the default length.



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