centic9 commented on code in PR #1025:
URL: https://github.com/apache/poi/pull/1025#discussion_r2901541285


##########
poi-fuzz/src/main/java/org/apache/poi/fuzz/WorkbookEvaluatorFuzzer.java:
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@@ -0,0 +1,122 @@
+/* ====================================================================
+   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.poi.fuzz;
+
+import com.code_intelligence.jazzer.api.FuzzedDataProvider;
+import org.apache.poi.hssf.usermodel.HSSFCell;
+import org.apache.poi.hssf.usermodel.HSSFEvaluationWorkbook;
+import org.apache.poi.hssf.usermodel.HSSFRow;
+import org.apache.poi.hssf.usermodel.HSSFSheet;
+import org.apache.poi.hssf.usermodel.HSSFWorkbook;
+import org.apache.poi.ss.formula.EvaluationCell;
+import org.apache.poi.ss.formula.FormulaParseException;
+import org.apache.poi.ss.formula.WorkbookEvaluator;
+import org.apache.poi.ss.formula.eval.NotImplementedException;
+import org.apache.poi.ss.usermodel.FormulaError;
+import org.apache.poi.util.RecordFormatException;
+
+/**
+ * Fuzz target for the Apache POI WorkbookEvaluator engine.
+ * <p>
+ * This fuzzer exercises the core formula evaluation pipeline by
+ * setting fuzz-generated formulas on a pre-populated workbook and
+ * evaluating them through the {@link WorkbookEvaluator}. A 20x20 data
+ * grid with mixed cell types (numbers, strings, booleans, errors)
+ * ensures that referential functions (SUM, VLOOKUP, INDEX, etc.)
+ * reach deep evaluation branches.
+ * <p>
+ * Used by Google's OSS-Fuzz for continuous security testing.
+ */
+public class WorkbookEvaluatorFuzzer {
+    private static HSSFWorkbook workbook;

Review Comment:
   Keeping those static is not ideal as it will keep state across fuzz-calls 
and thus crashes/findings may not be reproducible.
   
   It seems the same was already used in FormulaParserFuzzer, but we should 
avoid it to keep fuzzers independent from previous invocations.



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