io.prestosql.tests.statistics.Metrics Maven / Gradle / Ivy
/*
* 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.prestosql.tests.statistics;
import io.prestosql.cost.PlanNodeStatsEstimate;
import io.prestosql.cost.SymbolStatsEstimate;
import java.util.Optional;
import java.util.OptionalDouble;
import static java.lang.Double.isInfinite;
import static java.lang.Double.isNaN;
public final class Metrics
{
private Metrics() {}
public static final Metric OUTPUT_ROW_COUNT = new Metric()
{
@Override
public OptionalDouble getValueFromPlanNodeEstimate(PlanNodeStatsEstimate planNodeStatsEstimate, StatsContext statsContext)
{
return asOptional(planNodeStatsEstimate.getOutputRowCount());
}
@Override
public OptionalDouble getValueFromAggregationQueryResult(Object value)
{
return OptionalDouble.of(((Number) value).doubleValue());
}
@Override
public String getComputingAggregationSql()
{
return "count(*)";
}
@Override
public String toString()
{
return "OUTPUT_ROW_COUNT";
}
};
public static Metric nullsFraction(String columnName)
{
return new Metric()
{
@Override
public OptionalDouble getValueFromPlanNodeEstimate(PlanNodeStatsEstimate planNodeStatsEstimate, StatsContext statsContext)
{
return asOptional(getSymbolStatistics(planNodeStatsEstimate, columnName, statsContext).getNullsFraction());
}
@Override
public OptionalDouble getValueFromAggregationQueryResult(Object value)
{
return OptionalDouble.of(((Number) value).doubleValue());
}
@Override
public String getComputingAggregationSql()
{
return "(count(*) filter(where " + columnName + " is null)) / cast(count(*) as double)";
}
@Override
public String toString()
{
return "nullsFraction(\"" + columnName + "\")";
}
};
}
public static Metric distinctValuesCount(String columnName)
{
return new Metric()
{
@Override
public OptionalDouble getValueFromPlanNodeEstimate(PlanNodeStatsEstimate planNodeStatsEstimate, StatsContext statsContext)
{
return asOptional(getSymbolStatistics(planNodeStatsEstimate, columnName, statsContext).getDistinctValuesCount());
}
@Override
public OptionalDouble getValueFromAggregationQueryResult(Object value)
{
return OptionalDouble.of(((Number) value).doubleValue());
}
@Override
public String getComputingAggregationSql()
{
return "count(distinct " + columnName + ")";
}
@Override
public String toString()
{
return "distinctValuesCount(\"" + columnName + "\")";
}
};
}
public static Metric lowValue(String columnName)
{
return new Metric()
{
@Override
public OptionalDouble getValueFromPlanNodeEstimate(PlanNodeStatsEstimate planNodeStatsEstimate, StatsContext statsContext)
{
double lowValue = getSymbolStatistics(planNodeStatsEstimate, columnName, statsContext).getLowValue();
if (isInfinite(lowValue)) {
return OptionalDouble.empty();
}
return OptionalDouble.of(lowValue);
}
@Override
public OptionalDouble getValueFromAggregationQueryResult(Object value)
{
return Optional.ofNullable(value)
.map(Number.class::cast)
.map(Number::doubleValue)
.map(OptionalDouble::of)
.orElseGet(OptionalDouble::empty);
}
@Override
public String getComputingAggregationSql()
{
return "try_cast(min(" + columnName + ") as double)";
}
@Override
public String toString()
{
return "lowValue(\"" + columnName + "\")";
}
};
}
public static Metric highValue(String columnName)
{
return new Metric()
{
@Override
public OptionalDouble getValueFromPlanNodeEstimate(PlanNodeStatsEstimate planNodeStatsEstimate, StatsContext statsContext)
{
double highValue = getSymbolStatistics(planNodeStatsEstimate, columnName, statsContext).getHighValue();
if (isInfinite(highValue)) {
return OptionalDouble.empty();
}
return OptionalDouble.of(highValue);
}
@Override
public OptionalDouble getValueFromAggregationQueryResult(Object value)
{
return Optional.ofNullable(value)
.map(Number.class::cast)
.map(Number::doubleValue)
.map(OptionalDouble::of)
.orElseGet(OptionalDouble::empty);
}
@Override
public String getComputingAggregationSql()
{
return "max(try_cast(" + columnName + " as double))";
}
@Override
public String toString()
{
return "highValue(\"" + columnName + "\")";
}
};
}
private static SymbolStatsEstimate getSymbolStatistics(PlanNodeStatsEstimate planNodeStatsEstimate, String columnName, StatsContext statsContext)
{
return planNodeStatsEstimate.getSymbolStatistics(statsContext.getSymbolForColumn(columnName));
}
private static OptionalDouble asOptional(double value)
{
return isNaN(value) ? OptionalDouble.empty() : OptionalDouble.of(value);
}
}