amogh-jahagirdar commented on code in PR #13400:
URL: https://github.com/apache/iceberg/pull/13400#discussion_r2604136112


##########
core/src/main/java/org/apache/iceberg/rest/RESTTableScan.java:
##########
@@ -0,0 +1,282 @@
+/*
+ * 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.iceberg.rest;
+
+import dev.failsafe.Failsafe;
+import dev.failsafe.FailsafeException;
+import dev.failsafe.RetryPolicy;
+import java.time.Duration;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.stream.Collectors;
+import org.apache.iceberg.DataTableScan;
+import org.apache.iceberg.FileScanTask;
+import org.apache.iceberg.Schema;
+import org.apache.iceberg.Table;
+import org.apache.iceberg.TableOperations;
+import org.apache.iceberg.TableScan;
+import org.apache.iceberg.TableScanContext;
+import org.apache.iceberg.catalog.TableIdentifier;
+import org.apache.iceberg.io.CloseableIterable;
+import 
org.apache.iceberg.relocated.com.google.common.annotations.VisibleForTesting;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import org.apache.iceberg.rest.requests.PlanTableScanRequest;
+import org.apache.iceberg.rest.responses.FetchPlanningResultResponse;
+import org.apache.iceberg.rest.responses.PlanTableScanResponse;
+import org.apache.iceberg.types.Types;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+class RESTTableScan extends DataTableScan {
+  private static final Logger LOG = 
LoggerFactory.getLogger(RESTTableScan.class);
+  private static final long MIN_SLEEP_MS = 1000; // Initial delay
+  private static final long MAX_SLEEP_MS = 60 * 1000; // Max backoff delay (1 
minute)
+  private static final int MAX_ATTEMPTS = 10; // Max number of poll checks
+  private static final long MAX_WAIT_TIME_MS = 5 * 60 * 1000; // Total maximum 
duration (5 minutes)
+  private static final double SCALE_FACTOR = 2.0; // Exponential scale factor
+
+  private final RESTClient client;
+  private final Map<String, String> headers;
+  private final TableOperations operations;
+  private final Table table;
+  private final ResourcePaths resourcePaths;
+  private final TableIdentifier tableIdentifier;
+  private final Set<Endpoint> supportedEndpoints;
+  private final ParserContext parserContext;
+  private String currentPlanId = null;
+
+  RESTTableScan(
+      Table table,
+      Schema schema,
+      TableScanContext context,
+      RESTClient client,
+      Map<String, String> headers,
+      TableOperations operations,
+      TableIdentifier tableIdentifier,
+      ResourcePaths resourcePaths,
+      Set<Endpoint> supportedEndpoints) {
+    super(table, schema, context);
+    this.table = table;
+    this.client = client;
+    this.headers = headers;
+    this.operations = operations;
+    this.tableIdentifier = tableIdentifier;
+    this.resourcePaths = resourcePaths;
+    this.supportedEndpoints = supportedEndpoints;
+    this.parserContext =
+        ParserContext.builder()
+            .add("specsById", table.specs())
+            .add("caseSensitive", context().caseSensitive())
+            .build();
+  }
+
+  @Override
+  protected TableScan newRefinedScan(
+      Table refinedTable, Schema refinedSchema, TableScanContext 
refinedContext) {
+    return new RESTTableScan(
+        refinedTable,
+        refinedSchema,
+        refinedContext,
+        client,
+        headers,
+        operations,
+        tableIdentifier,
+        resourcePaths,
+        supportedEndpoints);
+  }
+
+  @Override
+  public CloseableIterable<FileScanTask> planFiles() {
+    Long startSnapshotId = context().fromSnapshotId();

Review Comment:
   I don't think this is really something we need to worry about. If we put 
aside remote scan planning, and just take the client side planning case, these 
are 2 fundamentally different issuances of scanning work. I think we just work 
from that semantic of the API



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