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/*
* 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.iceberg;
import java.util.Map;
import java.util.stream.Collectors;
import java.util.stream.Stream;
import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
import org.apache.iceberg.relocated.com.google.common.collect.Maps;
public class MetricsUtil {
private MetricsUtil() {
}
/**
* Construct mapping relationship between column id to NaN value counts from input metrics and metrics config.
*/
public static Map<Integer, Long> createNanValueCounts(
Stream<FieldMetrics> fieldMetrics, MetricsConfig metricsConfig, Schema inputSchema) {
Preconditions.checkNotNull(metricsConfig, "metricsConfig is required");
if (fieldMetrics == null || inputSchema == null) {
return Maps.newHashMap();
}
return fieldMetrics
.filter(metrics -> metricsMode(inputSchema, metricsConfig, metrics.id()) != MetricsModes.None.get())
.collect(Collectors.toMap(FieldMetrics::id, FieldMetrics::nanValueCount));
}
/**
* Extract MetricsMode for the given field id from metrics config.
*/
public static MetricsModes.MetricsMode metricsMode(Schema inputSchema, MetricsConfig metricsConfig, int fieldId) {
Preconditions.checkNotNull(inputSchema, "inputSchema is required");
Preconditions.checkNotNull(metricsConfig, "metricsConfig is required");
String columnName = inputSchema.findColumnName(fieldId);
return metricsConfig.columnMode(columnName);
}
}