blambov commented on code in PR #1723:
URL: https://github.com/apache/cassandra/pull/1723#discussion_r996799710


##########
test/unit/org/apache/cassandra/db/tries/MemtableTrieTestBase.java:
##########
@@ -0,0 +1,630 @@
+/*
+ * 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.cassandra.db.tries;
+
+import java.nio.ByteBuffer;
+import java.util.*;
+import java.util.function.Function;
+import java.util.stream.Stream;
+
+import com.google.common.base.Throwables;
+import com.google.common.collect.HashMultiset;
+import com.google.common.collect.ImmutableList;
+import com.google.common.collect.Lists;
+import com.google.common.collect.Multiset;
+import org.junit.Assert;
+import org.junit.Test;
+
+import org.apache.cassandra.io.compress.BufferType;
+import org.apache.cassandra.utils.ByteBufferUtil;
+import org.apache.cassandra.utils.bytecomparable.ByteComparable;
+import org.apache.cassandra.utils.ObjectSizes;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.fail;
+
+public abstract class MemtableTrieTestBase
+{
+    // Set this to true (in combination with smaller count) to dump the tries 
while debugging a problem.
+    // Do not commit the code with VERBOSE = true.
+    private static final boolean VERBOSE = false;
+
+    private static final int COUNT = 100000;
+    private static final int KEY_CHOICE = 25;
+    private static final int MIN_LENGTH = 10;
+    private static final int MAX_LENGTH = 50;
+
+    Random rand = new Random();
+
+    static final ByteComparable.Version VERSION = 
MemtableTrie.BYTE_COMPARABLE_VERSION;
+
+    abstract boolean usePut();
+
+    @Test
+    public void testSingle()
+    {
+        ByteComparable e = ByteComparable.of("test");
+        MemtableTrie<String> trie = new MemtableTrie<>(BufferType.OFF_HEAP);
+        putSimpleResolve(trie, e, "test", (x, y) -> y);
+        System.out.println("Trie " + trie.dump());
+        assertEquals("test", trie.get(e));
+        assertEquals(null, trie.get(ByteComparable.of("teste")));
+    }
+
+    @Test
+    public void testSplitMulti()
+    {
+        testEntries(new String[] { "testing", "tests", "trials", "trial", 
"aaaa", "aaaab", "abdddd", "abeeee" });
+    }
+
+    @Test
+    public void testSplitMultiBug()
+    {
+        testEntriesHex(new String[] { "0c4143aeff", "0c4143ae69ff" });
+    }
+
+
+    @Test
+    public void testSparse00bug()
+    {
+        String[] tests = new String[] {
+        "40bd256e6fd2adafc44033303000",
+        "40bdd47ec043641f2b403131323400",
+        "40bd00bf5ae8cf9d1d403133323800",
+        };
+        MemtableTrie<String> trie = new MemtableTrie<>(BufferType.OFF_HEAP);
+        for (String test : tests)
+        {
+            ByteComparable e = 
ByteComparable.fixedLength(ByteBufferUtil.hexToBytes(test));
+            System.out.println("Adding " + asString(e) + ": " + test);
+            putSimpleResolve(trie, e, test, (x, y) -> y);
+        }
+
+        System.out.println(trie.dump());
+
+        for (String test : tests)
+            assertEquals(test, 
trie.get(ByteComparable.fixedLength(ByteBufferUtil.hexToBytes(test))));
+
+        Arrays.sort(tests);
+
+        int idx = 0;
+        for (String s : trie.values())
+        {
+            if (s != tests[idx])
+                throw new AssertionError("" + s + "!=" + tests[idx]);
+            ++idx;
+        }
+        assertEquals(tests.length, idx);
+    }
+
+    @Test
+    public void testUpdateContent()
+    {
+        String[] tests = new String[] {"testing", "tests", "trials", "trial", 
"testing", "trial", "trial"};
+        String[] values = new String[] {"testing", "tests", "trials", "trial", 
"t2", "x2", "y2"};
+        MemtableTrie<String> trie = new MemtableTrie<>(BufferType.OFF_HEAP);
+        for (int i = 0; i < tests.length; ++i)
+        {
+            String test = tests[i];
+            String v = values[i];
+            ByteComparable e = ByteComparable.of(test);
+            System.out.println("Adding " + asString(e) + ": " + v);
+            putSimpleResolve(trie, e, v, (x, y) -> "" + x + y);
+            System.out.println("Trie " + trie.dump());
+        }
+
+        for (int i = 0; i < tests.length; ++i)
+        {
+            String test = tests[i];
+            assertEquals(Stream.iterate(0, x -> x + 1)
+                               .limit(tests.length)
+                               .filter(x -> tests[x] == test)
+                               .map(x -> values[x])
+                               .reduce("", (x, y) -> "" + x + y),
+                         trie.get(ByteComparable.of(test)));
+        }
+    }
+
+    static class SpecStackEntry
+    {
+        Object[] children;
+        int curChild;
+        Object content;
+        SpecStackEntry parent;
+
+        public SpecStackEntry(Object[] spec, Object content, SpecStackEntry 
parent)
+        {
+            this.children = spec;
+            this.content = content;
+            this.parent = parent;
+            this.curChild = -1;
+        }
+    }
+
+    public static class CursorFromSpec implements Trie.Cursor<ByteBuffer>
+    {
+        SpecStackEntry stack;
+        int depth;
+
+        CursorFromSpec(Object[] spec)
+        {
+            stack = new SpecStackEntry(spec, null, null);
+            depth = 0;
+        }
+
+        public int advance()
+        {
+            SpecStackEntry current = stack;
+            while (current != null && ++current.curChild >= 
current.children.length)
+            {
+                current = current.parent;
+                --depth;
+            }
+            if (current == null)
+            {
+                assert depth == -1;
+                return depth;
+            }
+
+            Object child = current.children[current.curChild];
+            if (child instanceof Object[])
+                stack = new SpecStackEntry((Object[]) child, null, current);
+            else
+                stack = new SpecStackEntry(new Object[0], child, current);
+
+            return ++depth;
+        }
+
+        public int advanceMultiple()
+        {
+            if (++stack.curChild >= stack.children.length)
+                return skipChildren();
+
+            Object child = stack.children[stack.curChild];
+            while (child instanceof Object[])
+            {
+                stack = new SpecStackEntry((Object[]) child, null, stack);
+                ++depth;
+                if (stack.children.length == 0)
+                    return depth;
+                child = stack.children[0];
+            }
+            stack = new SpecStackEntry(new Object[0], child, stack);
+
+
+            return ++depth;
+        }
+
+        public int skipChildren()
+        {
+            --depth;
+            stack = stack.parent;
+            return advance();
+        }
+
+        public int depth()
+        {
+            return depth;
+        }
+
+        public ByteBuffer content()
+        {
+            return (ByteBuffer) stack.content;
+        }
+
+        public int incomingTransition()
+        {
+            SpecStackEntry parent = stack.parent;
+            return parent != null ? parent.curChild + 0x30 : -1;
+        }
+    }
+
+    static Trie<ByteBuffer> specifiedTrie(Object[] nodeDef)
+    {
+        return new Trie<ByteBuffer>()
+        {
+            @Override
+            protected Cursor<ByteBuffer> cursor()
+            {
+                return new CursorFromSpec(nodeDef);
+            }
+        };
+    }
+
+    @Test
+    public void testEntriesNullChildBug()
+    {
+        Object[] trieDef = new Object[]
+                                   {
+                                           new Object[] { // 0
+                                                   ByteBufferUtil.bytes(1), // 
01
+                                                   ByteBufferUtil.bytes(2)  // 
02
+                                           },
+                                           // If requestChild returns null, 
bad things can happen (DB-2982)
+                                           null, // 1
+                                           ByteBufferUtil.bytes(3), // 2
+                                           new Object[] {  // 3
+                                                   ByteBufferUtil.bytes(4), // 
30
+                                                   // Also try null on the 
Remaining.ONE path
+                                                   null // 31
+                                           },
+                                           ByteBufferUtil.bytes(5), // 4
+                                           // Also test 
requestUniqueDescendant returning null
+                                           new Object[] { // 5
+                                                   new Object[] { // 50
+                                                           new Object[] { // 
500
+                                                                   null // 5000
+                                                           }
+                                                   }
+                                           },
+                                           ByteBufferUtil.bytes(6) // 6
+                                   };
+
+        SortedMap<ByteComparable, ByteBuffer> expected = new 
TreeMap<>((bytes1, bytes2) -> ByteComparable.compare(bytes1, bytes2, VERSION));
+        expected.put(comparable("00"), ByteBufferUtil.bytes(1));
+        expected.put(comparable("01"), ByteBufferUtil.bytes(2));
+        expected.put(comparable("2"), ByteBufferUtil.bytes(3));
+        expected.put(comparable("30"), ByteBufferUtil.bytes(4));
+        expected.put(comparable("4"), ByteBufferUtil.bytes(5));
+        expected.put(comparable("6"), ByteBufferUtil.bytes(6));
+
+        Trie<ByteBuffer> trie = specifiedTrie(trieDef);
+        System.out.println(trie.dump());
+        assertSameContent(trie, expected);
+    }
+
+    static ByteComparable comparable(String s)
+    {
+        ByteBuffer b = ByteBufferUtil.bytes(s);
+        return ByteComparable.fixedLength(b);
+    }
+
+    @Test
+    public void testDirect()
+    {
+        ByteComparable[] src = generateKeys(rand, COUNT);
+        SortedMap<ByteComparable, ByteBuffer> content = new TreeMap<>((bytes1, 
bytes2) -> ByteComparable.compare(bytes1, bytes2, VERSION));
+        MemtableTrie<ByteBuffer> trie = makeMemtableTrie(src, content, 
usePut());
+        int keysize = Arrays.stream(src)
+                            .mapToInt(src1 -> ByteComparable.length(src1, 
VERSION))
+                            .sum();
+        long ts = ObjectSizes.measureDeep(content);
+        long onh = ObjectSizes.measureDeep(trie.contentArrays);
+        System.out.format("Trie size on heap %,d off heap %,d measured %,d 
keys %,d treemap %,d\n",
+                          trie.sizeOnHeap(), trie.sizeOffHeap(), onh, keysize, 
ts);
+        System.out.format("per entry on heap %.2f off heap %.2f measured %.2f 
keys %.2f treemap %.2f\n",
+                          trie.sizeOnHeap() * 1.0 / COUNT, trie.sizeOffHeap() 
* 1.0 / COUNT, onh * 1.0 / COUNT, keysize * 1.0 / COUNT, ts * 1.0 / COUNT);
+        if (VERBOSE)
+            System.out.println("Trie " + 
trie.dump(ByteBufferUtil::bytesToHex));
+
+        assertSameContent(trie, content);
+        checkGet(trie, content);
+    }
+
+    @Test
+    public void testPrefixEvolution()
+    {
+        testEntries(new String[] { "testing",
+                                   "test",
+                                   "tests",
+                                   "tester",
+                                   "testers",
+                                   // test changing type with prefix
+                                   "types",
+                                   "types1",
+                                   "types",
+                                   "types2",
+                                   "types3",
+                                   "types4",
+                                   "types",
+                                   "types5",
+                                   "types6",
+                                   "types7",
+                                   "types8",
+                                   "types",
+                                   // test adding prefix to chain
+                                   "chain123",
+                                   "chain",
+                                   // test adding prefix to sparse
+                                   "sparse1",
+                                   "sparse2",
+                                   "sparse3",
+                                   "sparse",
+                                   // test adding prefix to split
+                                   "split1",
+                                   "split2",
+                                   "split3",
+                                   "split4",
+                                   "split5",
+                                   "split6",
+                                   "split7",
+                                   "split8",
+                                   "split"
+        });
+    }
+
+    @Test
+    public void testPrefixUnsafeMulti()
+    {
+        // Make sure prefixes on inside a multi aren't overwritten by embedded 
metadata node.
+
+        testEntries(new String[] { "test89012345678901234567890",
+                                   "test8",
+                                   "test89",
+                                   "test890",
+                                   "test8901",
+                                   "test89012",
+                                   "test890123",
+                                   "test8901234",
+                                   });
+    }
+
+    private void testEntries(String[] tests)
+    {
+        for (Function<String, ByteComparable> mapping :
+                ImmutableList.<Function<String, 
ByteComparable>>of(ByteComparable::of,
+                                                                   s -> 
ByteComparable.fixedLength(s.getBytes())))
+        {
+            testEntries(tests, mapping);
+        }
+    }
+
+    private void testEntriesHex(String[] tests)
+    {
+        testEntries(tests, s -> 
ByteComparable.fixedLength(ByteBufferUtil.hexToBytes(s)));
+        // Run the other translations just in case.
+        testEntries(tests);
+    }
+
+    private void testEntries(String[] tests, Function<String, ByteComparable> 
mapping)
+
+    {
+        MemtableTrie<String> trie = new MemtableTrie<>(BufferType.OFF_HEAP);
+        for (String test : tests)
+        {
+            ByteComparable e = mapping.apply(test);
+            System.out.println("Adding " + asString(e) + ": " + test);
+            putSimpleResolve(trie, e, test, (x, y) -> y);
+            System.out.println("Trie\n" + trie.dump());
+        }
+
+        for (String test : tests)
+            assertEquals(test, trie.get(mapping.apply(test)));
+    }
+
+    static MemtableTrie<ByteBuffer> makeMemtableTrie(ByteComparable[] src,
+                                                     Map<ByteComparable, 
ByteBuffer> content,
+                                                     boolean usePut)
+
+    {
+        MemtableTrie<ByteBuffer> trie = new 
MemtableTrie<>(BufferType.OFF_HEAP);
+        addToMemtableTrie(src, content, trie, usePut);
+        return trie;
+    }
+
+    static void addToMemtableTrie(ByteComparable[] src,
+                                  Map<ByteComparable, ByteBuffer> content,
+                                  MemtableTrie<ByteBuffer> trie,
+                                  boolean usePut)
+
+    {
+        for (ByteComparable b : src)
+        {
+            // Note: Because we don't ensure order when calling resolve, just 
use a hash of the key as payload
+            // (so that all sources have the same value).
+            int payload = asString(b).hashCode();
+            ByteBuffer v = ByteBufferUtil.bytes(payload);
+            content.put(b, v);
+            if (VERBOSE)
+                System.out.println("Adding " + asString(b) + ": " + 
ByteBufferUtil.bytesToHex(v));
+            putSimpleResolve(trie, b, v, (x, y) -> y, usePut);
+            if (VERBOSE)
+                System.out.println(trie.dump(ByteBufferUtil::bytesToHex));
+        }
+    }
+
+    static void checkGet(MemtableTrie<ByteBuffer> trie, Map<ByteComparable, 
ByteBuffer> items)
+    {
+        for (Map.Entry<ByteComparable, ByteBuffer> en : items.entrySet())
+        {
+            assertEquals(en.getValue(), trie.get(en.getKey()));
+        }
+    }
+
+    static void assertSameContent(Trie<ByteBuffer> trie, 
SortedMap<ByteComparable, ByteBuffer> map)
+    {
+        assertMapEquals(trie, map);
+        assertForEachEntryEquals(trie, map);
+        assertValuesEqual(trie, map);
+        assertForEachValueEquals(trie, map);
+        assertUnorderedValuesEqual(trie, map);
+    }
+
+    private static void assertValuesEqual(Trie<ByteBuffer> trie, 
SortedMap<ByteComparable, ByteBuffer> map)
+    {
+        assertIterablesEqual(trie.values(), map.values());
+    }
+
+    private static void assertUnorderedValuesEqual(Trie<ByteBuffer> trie, 
SortedMap<ByteComparable, ByteBuffer> map)
+    {
+        Multiset<ByteBuffer> unordered = HashMultiset.create();
+        StringBuilder errors = new StringBuilder();
+        for (ByteBuffer b : trie.valuesUnordered())
+            unordered.add(b);
+
+        for (ByteBuffer b : map.values())
+            if (!unordered.remove(b))
+                errors.append("\nMissing value in valuesUnordered: " + 
ByteBufferUtil.bytesToHex(b));
+
+        for (ByteBuffer b : unordered)
+            errors.append("\nExtra value in valuesUnordered: " + 
ByteBufferUtil.bytesToHex(b));
+
+        assertEquals("", errors.toString());
+    }
+
+    private static void assertForEachEntryEquals(Trie<ByteBuffer> trie, 
SortedMap<ByteComparable, ByteBuffer> map)
+    {
+        Iterator<Map.Entry<ByteComparable, ByteBuffer>> it = 
map.entrySet().iterator();
+        trie.forEachEntry((key, value) -> {
+            Assert.assertTrue("Map exhausted first, key " + asString(key), 
it.hasNext());
+            Map.Entry<ByteComparable, ByteBuffer> entry = it.next();
+            assertEquals(0, ByteComparable.compare(entry.getKey(), key, 
Trie.BYTE_COMPARABLE_VERSION));
+            assertEquals(entry.getValue(), value);
+        });
+        Assert.assertFalse("Trie exhausted first", it.hasNext());
+    }
+
+    private static void assertForEachValueEquals(Trie<ByteBuffer> trie, 
SortedMap<ByteComparable, ByteBuffer> map)
+    {
+        Iterator<ByteBuffer> it = map.values().iterator();
+        trie.forEachValue(value -> {
+            Assert.assertTrue("Map exhausted first, value " + 
ByteBufferUtil.bytesToHex(value), it.hasNext());
+            ByteBuffer entry = it.next();
+            assertEquals(entry, value);
+        });
+        Assert.assertFalse("Trie exhausted first", it.hasNext());
+    }
+
+    static void assertMapEquals(Trie<ByteBuffer> trie, 
SortedMap<ByteComparable, ByteBuffer> map)
+    {
+        assertMapEquals(trie.entrySet(), map.entrySet());
+    }
+
+    static void assertMapEquals(Iterable<Map.Entry<ByteComparable, 
ByteBuffer>> container1,
+                                Iterable<Map.Entry<ByteComparable, 
ByteBuffer>> container2)
+    {
+        Iterator<Map.Entry<ByteComparable, ByteBuffer>> it1 = 
container1.iterator();
+        Iterator<Map.Entry<ByteComparable, ByteBuffer>> it2 = 
container2.iterator();
+        List<ByteComparable> failedAt = new ArrayList<>();
+        StringBuilder b = new StringBuilder();
+        while (it1.hasNext() && it2.hasNext())
+        {
+            Map.Entry<ByteComparable, ByteBuffer> en1 = it1.next();
+            Map.Entry<ByteComparable, ByteBuffer> en2 = it2.next();
+            b.append(String.format("TreeSet %s:%s\n", asString(en2.getKey()), 
ByteBufferUtil.bytesToHex(en2.getValue())));
+            b.append(String.format("Trie    %s:%s\n", asString(en1.getKey()), 
ByteBufferUtil.bytesToHex(en1.getValue())));
+            if (ByteComparable.compare(en1.getKey(), en2.getKey(), VERSION) != 
0 || ByteBufferUtil.compareUnsigned(en1.getValue(), en2.getValue()) != 0)
+                failedAt.add(en1.getKey());
+        }
+        while (it1.hasNext())
+        {
+            Map.Entry<ByteComparable, ByteBuffer> en1 = it1.next();
+            b.append(String.format("Trie    %s:%s\n", asString(en1.getKey()), 
ByteBufferUtil.bytesToHex(en1.getValue())));
+            failedAt.add(en1.getKey());
+        }
+        while (it2.hasNext())
+        {
+            Map.Entry<ByteComparable, ByteBuffer> en2 = it2.next();
+            b.append(String.format("TreeSet %s:%s\n", asString(en2.getKey()), 
ByteBufferUtil.bytesToHex(en2.getValue())));
+            failedAt.add(en2.getKey());
+        }
+        if (!failedAt.isEmpty())
+        {
+            String message = "Failed at " + Lists.transform(failedAt, 
MemtableTrieTestBase::asString);
+            System.err.println(message);
+            System.err.println(b);
+            Assert.fail(message);
+        }
+    }
+
+    static <E extends Comparable<E>> void assertIterablesEqual(Iterable<E> 
expectedIterable, Iterable<E> actualIterable)
+    {
+        Iterator<E> expected = expectedIterable.iterator();
+        Iterator<E> actual = actualIterable.iterator();
+        while (actual.hasNext() && expected.hasNext())
+        {
+            Assert.assertEquals(actual.next(), expected.next());
+        }
+        if (expected.hasNext())
+            Assert.fail("Remaing values in expected, starting with " + 
expected.next());
+        else if (actual.hasNext())
+            Assert.fail("Remaing values in actual, starting with " + 
actual.next());
+    }
+
+    static ByteComparable[] generateKeys(Random rand, int count)
+    {
+        ByteComparable[] sources = new ByteComparable[count];
+        TreeSet<ByteComparable> added = new TreeSet<>((bytes1, bytes2) -> 
ByteComparable.compare(bytes1, bytes2, VERSION));
+        for (int i = 0; i < count; ++i)
+        {
+            sources[i] = generateKey(rand);
+            if (!added.add(sources[i]))
+                --i;
+        }
+
+        // note: not sorted!
+        return sources;
+    }
+
+    static ByteComparable generateKey(Random rand)
+    {
+        return generateKey(rand, MIN_LENGTH, MAX_LENGTH);
+    }
+
+    static ByteComparable generateKey(Random rand, int minLength, int 
maxLength)
+    {
+        int len = rand.nextInt(maxLength - minLength + 1) + minLength;
+        byte[] bytes = new byte[len];
+        int p = 0;
+        int length = bytes.length;
+        while (p < length)
+        {
+            int seed = rand.nextInt(KEY_CHOICE);
+            Random r2 = new Random(seed);
+            int m = r2.nextInt(5) + 2 + p;
+            if (m > length)
+                m = length;
+            while (p < m)
+                bytes[p++] = (byte) r2.nextInt(256);
+        }
+        return ByteComparable.fixedLength(bytes);
+    }
+
+    static String asString(ByteComparable bc)
+    {
+        return bc != null ? bc.byteComparableAsString(VERSION) : "null";
+    }
+
+    <T, M> void putSimpleResolve(MemtableTrie<T> trie,
+                                 ByteComparable key,
+                                 T value,
+                                 Trie.MergeResolver<T> resolver)
+    {
+        putSimpleResolve(trie, key, value, resolver, usePut());
+    }
+
+    static <T, M> void putSimpleResolve(MemtableTrie<T> trie,
+                                        ByteComparable key,
+                                        T value,
+                                        Trie.MergeResolver<T> resolver,
+                                        boolean usePut)
+    {
+        try
+        {
+            trie.putSingleton(key,
+                              value,
+                              (existing, update) -> existing != null ? 
resolver.resolve(existing, update) : update,
+                              usePut);
+        }
+        catch (MemtableTrie.SpaceExhaustedException e)
+        {
+            throw Throwables.propagate(e);

Review Comment:
   This is a test, and it doesn't really matter if we wrap it, call 
`Assert.fail` or just declare it in the calling methods.
   
   The non-test use [in 
`TrieMemtable`](https://github.com/apache/cassandra/pull/1723/files#diff-ab0610cf35d7c6a8a9cca11551d8212f5936f360ebf0c2deb5f18c06e03a9f0bR191),
 on the other hand, converts it to `IllegalStateException` as it is completely 
unexpected to reach this error when `reachedAllocationThreshold` is checked and 
reacted to.



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