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本篇内容主要讲解“flume-ng怎么自定义拦截器”,感兴趣的朋友不妨来看看。本文介绍的方法操作简单快捷,实用性强。下面就让小编来带大家学习“flume-ng怎么自定义拦截器”吧!
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代码如下:
package com.wy.flume.interceptor; import java.util.List; import java.util.Map; import java.util.regex.Matcher; import java.util.regex.Pattern; import org.apache.commons.lang.StringUtils; import org.apache.flume.Context; import org.apache.flume.Event; import org.apache.flume.interceptor.Interceptor; import org.apache.flume.interceptor.RegexExtractorInterceptorPassThroughSerializer; import org.apache.flume.interceptor.RegexExtractorInterceptorSerializer; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import com.google.common.base.Charsets; import com.google.common.base.Preconditions; import com.google.common.base.Throwables; import com.google.common.collect.Lists; public class RegexExtractorHeaderInterceptor implements Interceptor { static final String REGEX = "regex"; static final String SERIALIZERS = "serializers"; static final String EXTRACTOR_HEADER = "extractorHeader"; static final boolean DEFAULT_EXTRACTOR_HEADER = false; static final String EXTRACTOR_HEADER_KEY = "extractorHeaderKey"; private static final Logger logger = LoggerFactory .getLogger(RegexExtractorHeaderInterceptor.class); private final Pattern regex; private final Listserializers; private final boolean extractorHeader; private final String extractorHeaderKey; private RegexExtractorHeaderInterceptor(Pattern regex, List serializers,boolean extractorHeader, String extractorHeaderKey) { this.regex = regex; this.serializers = serializers; this.extractorHeader = extractorHeader; this.extractorHeaderKey = extractorHeaderKey; } @Override public void initialize() { // NO-OP... } @Override public void close() { // NO-OP... } @Override public Event intercept(Event event) { String extractorHeaderVal; if (extractorHeader){ extractorHeaderVal = event.getHeaders().get(extractorHeaderKey); }else{ extractorHeaderVal = new String(event.getBody(),Charsets.UTF_8); } Matcher matcher = regex.matcher(extractorHeaderVal); Map headers = event.getHeaders(); if (matcher.find()) { for (int group = 0, count = matcher.groupCount(); group < count; group++) { int groupIndex = group + 1; if (groupIndex > serializers.size()) { if (logger.isDebugEnabled()) { logger.debug("Skipping group {} to {} due to missing serializer", group, count); } break; } NameAndSerializer serializer = serializers.get(group); if (logger.isDebugEnabled()) { logger.debug("Serializing {} using {}", serializer.headerName, serializer.serializer); } headers.put(serializer.headerName, serializer.serializer.serialize(matcher.group(groupIndex))); } } return event; } @Override public List intercept(List events) { List intercepted = Lists.newArrayListWithCapacity(events.size()); for (Event event : events) { Event interceptedEvent = intercept(event); if (interceptedEvent != null) { intercepted.add(interceptedEvent); } } return intercepted; } public static class Builder implements Interceptor.Builder { private Pattern regex; private List serializerList; private boolean extractorHeader; private String extractorHeaderKey; private final RegexExtractorInterceptorPassThroughSerializer defaultSerializer = new RegexExtractorInterceptorPassThroughSerializer(); @Override public void configure(Context context) { String regexString = context.getString(REGEX); Preconditions.checkArgument(!StringUtils.isEmpty(regexString), "Must supply a valid regex string"); regex = Pattern.compile(regexString); regex.pattern(); regex.matcher("").groupCount(); configureSerializers(context); extractorHeader = context.getBoolean(EXTRACTOR_HEADER,DEFAULT_EXTRACTOR_HEADER); if (extractorHeader){ extractorHeaderKey = context.getString(EXTRACTOR_HEADER_KEY); Preconditions.checkArgument(!StringUtils.isEmpty(extractorHeaderKey),"header key must"); } } private void configureSerializers(Context context) { String serializerListStr = context.getString(SERIALIZERS); Preconditions.checkArgument(!StringUtils.isEmpty(serializerListStr), "Must supply at least one name and serializer"); String[] serializerNames = serializerListStr.split("\\s+"); Context serializerContexts = new Context(context.getSubProperties(SERIALIZERS + ".")); serializerList = Lists.newArrayListWithCapacity(serializerNames.length); for(String serializerName : serializerNames) { Context serializerContext = new Context( serializerContexts.getSubProperties(serializerName + ".")); String type = serializerContext.getString("type", "DEFAULT"); String name = serializerContext.getString("name"); Preconditions.checkArgument(!StringUtils.isEmpty(name), "Supplied name cannot be empty."); if("DEFAULT".equals(type)) { serializerList.add(new NameAndSerializer(name, defaultSerializer)); } else { serializerList.add(new NameAndSerializer(name, getCustomSerializer( type, serializerContext))); } } } private RegexExtractorInterceptorSerializer getCustomSerializer( String clazzName, Context context) { try { RegexExtractorInterceptorSerializer serializer = (RegexExtractorInterceptorSerializer) Class .forName(clazzName).newInstance(); serializer.configure(context); return serializer; } catch (Exception e) { logger.error("Could not instantiate event serializer.", e); Throwables.propagate(e); } return defaultSerializer; } @Override public Interceptor build() { Preconditions.checkArgument(regex != null, "Regex pattern was misconfigured"); Preconditions.checkArgument(serializerList.size() > 0, "Must supply a valid group match id list"); return new RegexExtractorHeaderInterceptor(regex, serializerList, extractorHeader, extractorHeaderKey); } } static class NameAndSerializer { private final String headerName; private final RegexExtractorInterceptorSerializer serializer; public NameAndSerializer(String headerName, RegexExtractorInterceptorSerializer serializer) { this.headerName = headerName; this.serializer = serializer; } } }
应用配置:
hdp2.sources.s1.interceptors = i2
hdp2.sources.s1.interceptors.i2.type = com.wy.flume.interceptor.RegexExtractorHeaderInterceptor$Builder
hdp2.sources.s1.interceptors.i2.regex = ([^_]+)_(\\d{8}).*
hdp2.sources.s1.interceptors.i2.extractorHeader = true
hdp2.sources.s1.interceptors.i2.extractorHeaderKey = basename
hdp2.sources.s1.interceptors.i2.serializers = s1 s2
hdp2.sources.s1.interceptors.i2.serializers.s1.name = log_type
hdp2.sources.s1.interceptors.i2.serializers.s2.name = log_day
到此,相信大家对“flume-ng怎么自定义拦截器”有了更深的了解,不妨来实际操作一番吧!这里是创新互联网站,更多相关内容可以进入相关频道进行查询,关注我们,继续学习!
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