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Maya Nlp subproject :mynlp
/*
* Copyright 2018 mayabot.com authors. All rights reserved.
*
* 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 com.mayabot.nlp.common;
import com.google.common.collect.ImmutableMap;
import com.google.common.primitives.Ints;
import java.io.DataInput;
import java.io.DataOutput;
import java.io.IOException;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.function.Function;
/**
* 对标签-频次的封装
* 参考HanLP https://github.com/hankcs/HanLP 中的实现
* 做了一些改动,labelMap使用ImmutableMap。序列化采用FastJson对信息打包
*
* @author hankcs
* @author jimichan
*/
public class EnumFreqPair {
private ImmutableMap labelMap = ImmutableMap.of();
public EnumFreqPair() {
}
/**
* 优化
*
* null -> "NULL"
* a:1 -> a:1
* {a:1,b:2} -> a:1,b:2
*
*
* @param out
*/
public void writeItem(DataOutput out) {
try {
int size = labelMap.size();
switch (size) {
case 0:
out.writeUTF("NULL");
break;
case 1:
Map.Entry next = labelMap.entrySet().iterator().next();
String name = next.getKey().name();
Integer f = next.getValue();
out.writeUTF(name + "," + f);
break;
default:
StringBuilder sb = new StringBuilder();
int count = 0;
for (Map.Entry e : labelMap.entrySet()) {
count++;
sb.append(e.getKey().name())
.append(",").append(e.getValue());
if (count != size) {
sb.append(",");
}
}
out.writeUTF(sb.toString());
break;
}
} catch (IOException e) {
throw new RuntimeException(e);
}
}
public void readItem(DataInput in, Function function) {
try {
String json = in.readUTF();
if ("NULL".equals(json)) {
this.labelMap = ImmutableMap.of();
} else {
ImmutableMap.Builder builder = ImmutableMap.builder();
String[] split = json.split(",");
for (int i = 0; i < split.length; i += 2) {
builder.put(function.apply(split[i]), Integer.parseInt(split[i + 1]));
}
this.labelMap = builder.build();
}
} catch (Exception e) {
throw new RuntimeException(e);
}
}
public EnumFreqPair(E... labels) {
this();
ImmutableMap.Builder builder = ImmutableMap.builder();
for (E label : labels) {
builder.put(label, 1);
}
this.labelMap = builder.build();
}
/**
* 创建只有一个标签的条目
*
* @param label
* @param frequency
*/
public EnumFreqPair(E label, int frequency) {
this();
labelMap = ImmutableMap.of(label, frequency);
}
public EnumFreqPair(E label, int frequency, E label2, int freq) {
this();
labelMap = ImmutableMap.of(label, frequency, label2, freq);
}
public EnumFreqPair(E label, long frequency) {
this();
labelMap = ImmutableMap.of(label, (int) frequency);
}
/**
* 创建一个条目,其标签频次都是1,各标签由参数指定
*
* @param x
*/
@SafeVarargs
public static > EnumFreqPair create(E... x) {
return new EnumFreqPair<>(x);
}
public static EnumFreqPair create(List params, Function f) {
EnumFreqPair x = new EnumFreqPair<>();
ImmutableMap.Builder builder = ImmutableMap.builder();
Iterator ite = params.iterator();
while (ite.hasNext()) {
String key = ite.next();
String value = ite.next();
builder.put(f.apply(key), Ints.tryParse(value));
}
x.labelMap = builder.build();
return x;
}
public Map getMap() {
return labelMap;
}
/**
* 只有一个值的,key
*
* @return E
*/
public E oneKey() {
return labelMap.entrySet().iterator().next().getKey();
}
public Set keySet() {
return labelMap.keySet();
}
public int size() {
return labelMap.size();
}
public boolean containsLabel(E label) {
return labelMap.containsKey(label);
}
public int getFrequency(E label) {
return labelMap.get(label);
}
@Override
public String toString() {
return labelMap.toString();
}
}