theta deserialilze vs wrap
diff --git a/cpp/matlab/theta_union_update_time_wrapped_compact.m b/cpp/matlab/theta_union_update_time_wrapped_compact.m
new file mode 100644
index 0000000..4f16ed3
--- /dev/null
+++ b/cpp/matlab/theta_union_update_time_wrapped_compact.m
@@ -0,0 +1,35 @@
+# 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.
+
+clf;
+
+theta16_no_deser=load('../results/theta_union_timing_lgk16_32way_compact_trimmed_gcc10.tsv');
+theta16_with_deser=load('../results/theta_union_timing_lgk16_32way_compact_trimmed_with_deserialize_gcc10.tsv');
+theta16_wrapped=load('../results/theta_union_timing_lgk16_32way_compact_trimmed_wrapped_gcc10.tsv');
+
+hold on;
+
+semilogx(theta16_no_deser(:,1), theta16_no_deser(:,8), 'linewidth', 2);
+semilogx(theta16_with_deser(:,1), theta16_with_deser(:,8), 'linewidth', 2);
+semilogx(theta16_wrapped(:,1), theta16_wrapped(:,8), 'linewidth', 2);
+
+set(gca, 'fontsize', 16);
+title 'Update time of 32-way union (Theta lgk=16 compact trimmed)'
+xlabel 'number of distinct values'
+legend('compact sketches', 'with deserialize', 'wrapped compact sketches', 'location', 'northwest');
+ylabel 'update time, nanoseconds'
+grid minor on
diff --git a/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_with_deserialize_gcc10.tsv b/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_with_deserialize_gcc10.tsv
new file mode 100644
index 0000000..ba32190
--- /dev/null
+++ b/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_with_deserialize_gcc10.tsv
@@ -0,0 +1,367 @@
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diff --git a/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_wrapped_gcc10.tsv b/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_wrapped_gcc10.tsv
new file mode 100644
index 0000000..3c97d12
--- /dev/null
+++ b/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_wrapped_gcc10.tsv
@@ -0,0 +1,367 @@
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