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Various tools for extracting, transforming and loading data.
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/*
* Copyright (C) 2020 ActiveJ LLC.
*
* Licensed 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 io.activej.etl;
import io.activej.ot.TransformResult;
import io.activej.ot.TransformResult.ConflictResolution;
import io.activej.ot.system.OTSystem;
import io.activej.ot.system.OTSystemImpl;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Set;
import static io.activej.common.Checks.checkArgument;
import static io.activej.common.Checks.checkState;
import static io.activej.common.Utils.*;
public class LogOT {
public static OTSystem> createLogOT(OTSystem otSystem) {
return OTSystemImpl.>builder()
.withTransformFunction(LogDiff.class, LogDiff.class, (left, right) -> {
Set intersection = intersection(left.getPositions().keySet(), right.getPositions().keySet());
if (intersection.isEmpty()) {
TransformResult transformed = otSystem.transform(left.getDiffs(), right.getDiffs());
if (transformed.hasConflict()) {
return TransformResult.conflict(transformed.resolution);
}
return TransformResult.of(
LogDiff.of(right.getPositions(), transformed.left),
LogDiff.of(left.getPositions(), transformed.right));
}
int comparison = 0;
for (String log : intersection) {
LogPositionDiff leftPosition = left.getPositions().get(log);
LogPositionDiff rightPosition = right.getPositions().get(log);
checkArgument(leftPosition.from().equals(rightPosition.from()),
"'From' values should be equal for left and right log positions");
comparison += leftPosition.compareTo(rightPosition);
}
return TransformResult.conflict(comparison > 0 ? ConflictResolution.LEFT : ConflictResolution.RIGHT);
})
.withEmptyPredicate(LogDiff.class, commit -> commit.getPositions().isEmpty() && commit.getDiffs().stream().allMatch(otSystem::isEmpty))
.withSquashFunction(LogDiff.class, LogDiff.class, (commit1, commit2) -> {
Map positions = new HashMap<>(commit1.getPositions());
for (Entry entry : commit2.getPositions().entrySet()) {
String log = entry.getKey();
LogPositionDiff positionDiff1 = positions.get(log);
LogPositionDiff positionDiff2 = entry.getValue();
if (positionDiff1 != null) {
checkState(positionDiff1.to().equals(positionDiff2.from()),
"'To' value of the first log position should be equal to 'From' value of the second log position");
positionDiff2 = new LogPositionDiff(positionDiff1.from(), positionDiff2.to());
}
if (!positionDiff2.isEmpty()) {
positions.put(log, positionDiff2);
} else {
positions.remove(log);
}
}
List ops = concat(commit1.getDiffs(), commit2.getDiffs());
return LogDiff.of(positions, otSystem.squash(ops));
})
.withInvertFunction(LogDiff.class, commit -> List.of(LogDiff.of(
commit.getPositions().entrySet().stream()
.collect(entriesToLinkedHashMap(LogPositionDiff::inverse)),
otSystem.invert(commit.getDiffs()))))
.build();
}
}