tisonkun commented on code in PR #51:
URL: https://github.com/apache/datasketches-rust/pull/51#discussion_r2654818591


##########
datasketches/src/resize.rs:
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@@ -0,0 +1,68 @@
+// 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.
+
+/// For the Families that accept this configuration parameter, it controls the 
size multiple that
+/// affects how fast the internal cache grows, when more space is required.
+///
+/// For Theta Sketches, the Resize Factor is a dynamic, speed performance vs. 
memory size tradeoff.
+/// The sketches created on-heap and configured with a Resize Factor of > X1 
start out with an
+/// internal hash table size that is the smallest submultiple of the target 
Nominal Entries
+/// and larger than the minimum required hash table size for that sketch.
+///
+/// When the sketch needs to be resized larger, then the Resize Factor is used 
as a multiplier of
+/// the current sketch cache array size.
+///
+/// "X1" means no resizing is allowed and the sketch will be initialized at 
full size.
+///
+/// "X2" means the internal cache will start very small and double in size 
until the target size is
+/// reached.
+///
+/// Similarly, "X4" is a factor of 4 and "X8" is a factor of 8.
+#[derive(Debug, Clone, Copy, PartialEq, Eq)]
+pub enum ResizeFactor {
+    /// Do not resize. Sketch will be configured to full size.
+    X1,
+    /// Resize by factor of 2
+    X2,
+    /// Resize by factor of 4
+    X4,
+    /// Resize by factor of 8
+    X8,
+}

Review Comment:
   Moved `ResizeFactor` as a top-level concept. This is shared among 
ThetaSketch, TupleSketch, and several sampling sketches.
   
   cc @leerho for double checking that put `ResizeFactor` a top-level exported 
symbol looks good.



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