com.github.steveash.jg2p.seq.SurroundingTokenFeature.java Source code

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Here is the source code for com.github.steveash.jg2p.seq.SurroundingTokenFeature.java

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/*
 * Copyright 2015 Steve Ash
 *
 * 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.github.steveash.jg2p.seq;

import com.github.steveash.jg2p.util.TokenSeqUtil;
import com.sun.java.swing.plaf.windows.resources.windows;

import org.apache.commons.lang3.StringUtils;

import cc.mallet.pipe.Pipe;
import cc.mallet.types.Instance;
import cc.mallet.types.Token;
import cc.mallet.types.TokenSequence;

import static org.apache.commons.lang3.StringUtils.isNotBlank;

/**
 * Puts the letters that surrounds the tokens as features (or if onlyShape then just the shape)
 * @author Steve Ash
 */
public class SurroundingTokenFeature extends Pipe {

    private final boolean onlyShape;
    private final String prefix;

    public SurroundingTokenFeature(boolean onlyShape) {
        this.onlyShape = onlyShape;
        this.prefix = (onlyShape ? "$" : "%");
    }

    @Override
    public Instance pipe(Instance carrier) {
        TokenSequence ts = (TokenSequence) carrier.getData();
        for (int i = 1; i < ts.size() - 1; i++) {
            Token a = ts.get(i - 1);
            Token t = ts.get(i);
            Token z = ts.get(i + 1);
            String before = StringUtils.right(a.getText(), 1);
            String after = StringUtils.left(z.getText(), 1);

            if (isNotBlank(before) && isNotBlank(after)) {
                String f = prefix + xform(before) + "^" + xform(t.getText()) + "^" + xform(after);
                t.setFeatureValue(f, 1.0);
            }
        }
        return carrier;
    }

    private String xform(String data) {
        if (onlyShape) {
            return TokenSeqUtil.convertShape(data);
        }
        return data;
    }
}