Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
139 changes: 129 additions & 10 deletions core/src/main/java/com/netflix/iceberg/ScanSummary.java
Original file line number Diff line number Diff line change
Expand Up @@ -19,17 +19,30 @@

package com.netflix.iceberg;

import com.google.common.base.Joiner;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.common.collect.Lists;
import com.google.common.collect.Maps;
import com.google.common.collect.Sets;
import com.netflix.iceberg.exceptions.RuntimeIOException;
import com.netflix.iceberg.expressions.And;
import com.netflix.iceberg.expressions.Expression;
import com.netflix.iceberg.expressions.Expression.Operation;
import com.netflix.iceberg.expressions.Expressions;
import com.netflix.iceberg.expressions.Literal;
import com.netflix.iceberg.expressions.NamedReference;
import com.netflix.iceberg.expressions.UnboundPredicate;
import com.netflix.iceberg.io.CloseableIterable;
import com.netflix.iceberg.types.Comparators;
import com.netflix.iceberg.types.Types;
import com.netflix.iceberg.util.Pair;
import java.io.IOException;
import java.util.Comparator;
import java.util.Date;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.TreeMap;
import java.util.function.Function;

Expand All @@ -51,15 +64,15 @@ public static ScanSummary.Builder of(TableScan scan) {
}

public static class Builder {
private static final Set<String> TIMESTAMP_NAMES = Sets.newHashSet(
"dateCreated", "lastUpdated");
private final TableScan scan;
private final Table table;
private final TableOperations ops;
private final Map<Long, Long> snapshotTimestamps;
private int limit = Integer.MAX_VALUE;
private boolean throwIfLimited = false;
private boolean filterByTimestamp = false;
private long minTimestamp = 0L;
private long maxTimestamp = Long.MAX_VALUE;
private List<UnboundPredicate<Long>> timeFilters = Lists.newArrayList();

public Builder(TableScan scan) {
this.scan = scan;
Expand All @@ -72,17 +85,18 @@ public Builder(TableScan scan) {
this.snapshotTimestamps = builder.build();
}

public Builder after(long timestampMillis) {
private void addTimestampFilter(UnboundPredicate<Long> filter) {
throwIfLimited(); // ensure all partitions can be returned
this.filterByTimestamp = true;
this.minTimestamp = timestampMillis;
timeFilters.add(filter);
}

public Builder after(long timestampMillis) {
addTimestampFilter(Expressions.greaterThanOrEqual("timestamp_ms", timestampMillis));
return this;
}

public Builder before(long timestampMillis) {
throwIfLimited(); // ensure all partitions can be returned
this.filterByTimestamp = true;
this.maxTimestamp = timestampMillis;
addTimestampFilter(Expressions.lessThanOrEqual("timestamp_ms", timestampMillis));
return this;
}

Expand All @@ -96,6 +110,28 @@ public Builder limit(int numPartitions) {
return this;
}

private void removeTimeFilters(List<Expression> expressions, Expression expression) {
if (expression.op() == Operation.AND) {
And and = (And) expression;
removeTimeFilters(expressions, and.left());
removeTimeFilters(expressions, and.right());
return;

} else if (expression instanceof UnboundPredicate) {
UnboundPredicate pred = (UnboundPredicate) expression;
NamedReference ref = (NamedReference) pred.ref();
Literal<?> lit = pred.literal();
if (TIMESTAMP_NAMES.contains(ref.name())) {
Literal<Long> tsLiteral = lit.to(Types.TimestampType.withoutZone());
long millis = toMillis(tsLiteral.value());
addTimestampFilter(Expressions.predicate(pred.op(), "timestamp_ms", millis));
return;
}
}

expressions.add(expression);
}

/**
* Summarizes a table scan as a map of partition key to metrics for that partition.
*
Expand All @@ -105,9 +141,22 @@ public Map<String, PartitionMetrics> build() {
TopN<String, PartitionMetrics> topN = new TopN<>(
limit, throwIfLimited, Comparators.charSequences());

List<Expression> filters = Lists.newArrayList();
removeTimeFilters(filters, Expressions.rewriteNot(scan.filter()));
Expression rowFilter = joinFilters(filters);

long minTimestamp = Long.MIN_VALUE;
long maxTimestamp = Long.MAX_VALUE;
boolean filterByTimestamp = !timeFilters.isEmpty();
if (filterByTimestamp) {
Pair<Long, Long> range = timestampRange(timeFilters);
minTimestamp = range.first();
maxTimestamp = range.second();
}

try (CloseableIterable<ManifestEntry> entries =
new ManifestGroup(ops, table.currentSnapshot().manifests())
.filterData(scan.filter())
.filterData(rowFilter)
.ignoreDeleted()
.select(SCAN_SUMMARY_COLUMNS)
.entries()) {
Expand Down Expand Up @@ -217,4 +266,74 @@ public Map<K, V> get() {
return ImmutableMap.copyOf(map);
}
}

static Expression joinFilters(List<Expression> expressions) {
Expression result = Expressions.alwaysTrue();
for (Expression expression : expressions) {
result = Expressions.and(result, expression);
}
return result;
}

static long toMillis(long timestamp) {
if (timestamp < 10000000000L) {
// in seconds
return timestamp * 1000;
} else if (timestamp < 10000000000000L) {
// in millis
return timestamp;
}
// in micros
return timestamp / 1000;
}

static Pair<Long, Long> timestampRange(List<UnboundPredicate<Long>> timeFilters) {
// evaluation is inclusive
long minTimestamp = Long.MIN_VALUE;
long maxTimestamp = Long.MAX_VALUE;

for (UnboundPredicate<Long> pred : timeFilters) {
long value = pred.literal().value();
switch (pred.op()) {
case LT:
if (value - 1 < maxTimestamp) {
maxTimestamp = value - 1;
}
break;
case LT_EQ:
if (value < maxTimestamp) {
maxTimestamp = value;
}
break;
case GT:
if (value + 1 > minTimestamp) {
minTimestamp = value + 1;
}
break;
case GT_EQ:
if (value > minTimestamp) {
minTimestamp = value;
}
break;
case EQ:
if (value < maxTimestamp) {
maxTimestamp = value;
}
if (value > minTimestamp) {
minTimestamp = value;
}
break;
default:
throw new UnsupportedOperationException(
"Cannot filter timestamps using predicate: " + pred);
}
}

if (maxTimestamp < minTimestamp) {
throw new IllegalArgumentException(
"No timestamps can match filters: " + Joiner.on(", ").join(timeFilters));
}

return Pair.of(minTimestamp, maxTimestamp);
}
}
94 changes: 94 additions & 0 deletions core/src/test/java/com/netflix/iceberg/TestScanSummary.java
Original file line number Diff line number Diff line change
@@ -0,0 +1,94 @@
/*
* 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 com.netflix.iceberg;

import com.google.common.collect.ImmutableList;
import com.netflix.iceberg.util.Pair;
import org.junit.Assert;
import org.junit.Test;

import static com.netflix.iceberg.ScanSummary.timestampRange;
import static com.netflix.iceberg.ScanSummary.toMillis;
import static com.netflix.iceberg.expressions.Expressions.equal;
import static com.netflix.iceberg.expressions.Expressions.greaterThan;
import static com.netflix.iceberg.expressions.Expressions.greaterThanOrEqual;
import static com.netflix.iceberg.expressions.Expressions.lessThan;
import static com.netflix.iceberg.expressions.Expressions.lessThanOrEqual;

public class TestScanSummary {
@Test
public void testTimestampRanges() {
long lower = 1542750188523L;
long upper = 1542750695131L;

Assert.assertEquals("Should use inclusive bound",
Pair.of(Long.MIN_VALUE, upper),
timestampRange(ImmutableList.of(lessThanOrEqual("ts_ms", upper))));

Assert.assertEquals("Should use lower value for upper bound",
Pair.of(Long.MIN_VALUE, upper),
timestampRange(ImmutableList.of(
lessThanOrEqual("ts_ms", upper + 918234),
lessThanOrEqual("ts_ms", upper))));

Assert.assertEquals("Should make upper bound inclusive",
Pair.of(Long.MIN_VALUE, upper - 1),
timestampRange(ImmutableList.of(lessThan("ts_ms", upper))));

Assert.assertEquals("Should use inclusive bound",
Pair.of(lower, Long.MAX_VALUE),
timestampRange(ImmutableList.of(greaterThanOrEqual("ts_ms", lower))));

Assert.assertEquals("Should use upper value for lower bound",
Pair.of(lower, Long.MAX_VALUE),
timestampRange(ImmutableList.of(
greaterThanOrEqual("ts_ms", lower - 918234),
greaterThanOrEqual("ts_ms", lower))));

Assert.assertEquals("Should make lower bound inclusive",
Pair.of(lower + 1, Long.MAX_VALUE),
timestampRange(ImmutableList.of(greaterThan("ts_ms", lower))));

Assert.assertEquals("Should set both bounds for equals",
Pair.of(lower, lower),
timestampRange(ImmutableList.of(equal("ts_ms", lower))));

Assert.assertEquals("Should set both bounds",
Pair.of(lower, upper - 1),
timestampRange(ImmutableList.of(
greaterThanOrEqual("ts_ms", lower),
lessThan("ts_ms", upper))));

// >= lower and < lower is an empty range
AssertHelpers.assertThrows("Should reject empty ranges",
IllegalArgumentException.class, "No timestamps can match filters",
() -> timestampRange(ImmutableList.of(
greaterThanOrEqual("ts_ms", lower),
lessThan("ts_ms", lower))));
}

@Test
public void testToMillis() {
long millis = 1542750947417L;
Assert.assertEquals(1542750947000L, toMillis(millis / 1000));
Assert.assertEquals(1542750947417L, toMillis(millis));
Assert.assertEquals(1542750947417L, toMillis(millis * 1000 + 918));
}
}