限流时支持根据表达式忽略重要文件
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@@ -40,7 +40,7 @@ public class FileChunkCombiner {
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SingleOutputStreamOperator<FileChunk> parseMessagePackStream = environment
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.addSource(KafkaConsumer.byteArrayConsumer(configuration))
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.name("Kafka Source")
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.map(new ParseMessagePackMapFunction(configuration.get(Configs.MAP_ENABLE_RATE_LIMIT), configuration.get(Configs.MAP_RATE_LIMIT_THRESHOLD)))
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.map(new ParseMessagePackMapFunction(configuration.get(Configs.ENABLE_RATE_LIMIT), configuration.get(Configs.RATE_LIMIT_THRESHOLD), configuration.get(Configs.RATE_LIMIT_EXCLUSION_EXPRESSION)))
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.name("Map: Parse Message Pack")
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.filter(new FileChunkFilterFunction(configuration.getLong(Configs.FILE_MAX_SIZE), configuration.getString(Configs.FILTER_EXPRESSION)))
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.assignTimestampsAndWatermarks(watermarkStrategy);
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@@ -43,12 +43,15 @@ public class Configs {
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.stringType()
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.noDefaultValue();
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public static final ConfigOption<Boolean> MAP_ENABLE_RATE_LIMIT = ConfigOptions.key("map.enable.rate.limit")
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public static final ConfigOption<Boolean> ENABLE_RATE_LIMIT = ConfigOptions.key("enable.rate.limit")
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.booleanType()
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.defaultValue(false);
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public static final ConfigOption<Long> MAP_RATE_LIMIT_THRESHOLD = ConfigOptions.key("map.rate.limit.threshold")
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public static final ConfigOption<Long> RATE_LIMIT_THRESHOLD = ConfigOptions.key("rate.limit.threshold")
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.longType()
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.defaultValue(Long.MAX_VALUE);
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public static final ConfigOption<String> RATE_LIMIT_EXCLUSION_EXPRESSION = ConfigOptions.key("rate.limit.exclusion.expression")
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.stringType()
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.defaultValue("");
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public static final ConfigOption<Integer> COMBINER_WINDOW_PARALLELISM = ConfigOptions.key("combiner.window.parallelism")
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.intType()
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@@ -1,10 +1,12 @@
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package com.zdjizhi.function;
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import cn.hutool.core.util.StrUtil;
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import cn.hutool.json.JSONObject;
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import cn.hutool.json.JSONUtil;
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import cn.hutool.log.Log;
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import cn.hutool.log.LogFactory;
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import com.zdjizhi.pojo.FileChunk;
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import org.apache.commons.jexl3.*;
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import org.apache.flink.api.common.functions.RichMapFunction;
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import org.apache.flink.configuration.Configuration;
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import org.apache.flink.metrics.*;
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@@ -18,18 +20,21 @@ import static com.zdjizhi.utils.PublicConstants.COMBINE_MODE_APPEND;
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public class ParseMessagePackMapFunction extends RichMapFunction<byte[], FileChunk> {
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private static final Log LOG = LogFactory.get();
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private final boolean enableRateLimit;
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private final long rateLimitThreshold;
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private final String rateLimitExpression;
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public transient Counter parseMessagePackCounter;
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public transient Counter parseMessagePackErrorCounter;
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public transient Counter rateLimitDropCounter;
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private final boolean enableRateLimit;
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private final long rateLimitThreshold;
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private long timestamp;
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private long count;
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private JexlExpression jexlExpression;
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private JexlContext jexlContext;
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public ParseMessagePackMapFunction(boolean enableRateLimit, long rateLimitThreshold) {
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public ParseMessagePackMapFunction(boolean enableRateLimit, long rateLimitThreshold, String rateLimitExpression) {
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this.rateLimitThreshold = rateLimitThreshold;
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this.enableRateLimit = enableRateLimit;
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this.rateLimitExpression = rateLimitExpression;
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}
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@Override
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@@ -44,24 +49,37 @@ public class ParseMessagePackMapFunction extends RichMapFunction<byte[], FileChu
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metricGroup.meter("rateLimitDropPerSecond", new MeterView(rateLimitDropCounter));
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timestamp = System.currentTimeMillis();
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count = 0;
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JexlEngine jexlEngine = new JexlBuilder().create();
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jexlExpression = jexlEngine.createExpression(rateLimitExpression);
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jexlContext = new MapContext();
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}
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@Override
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public FileChunk map(byte[] messagePackData) {
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FileChunk fileChunk = null;
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FileChunk fileChunk = parseMessagePack(messagePackData);
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if (enableRateLimit) {
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count++;
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if (System.currentTimeMillis() - timestamp < 1000 && count <= rateLimitThreshold) {
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fileChunk = parseMessagePack(messagePackData);
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} else if (System.currentTimeMillis() - timestamp < 1000 && count > rateLimitThreshold) {
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if (System.currentTimeMillis() - timestamp < 1000 && count > rateLimitThreshold) {
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if (StrUtil.isNotEmpty(rateLimitExpression)) {
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jexlContext.set(fileChunk.getClass().getSimpleName(), fileChunk);
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if (Boolean.parseBoolean(jexlExpression.evaluate(jexlContext).toString())) {
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return fileChunk;
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}
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}
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rateLimitDropCounter.inc();
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} else {
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fileChunk = null;
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} else if (System.currentTimeMillis() - timestamp >= 1000) {
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if (StrUtil.isNotEmpty(rateLimitExpression)) {
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jexlContext.set(fileChunk.getClass().getSimpleName(), fileChunk);
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if (Boolean.parseBoolean(jexlExpression.evaluate(jexlContext).toString())) {
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return fileChunk;
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}
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}
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rateLimitDropCounter.inc();
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fileChunk = null;
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timestamp = System.currentTimeMillis();
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count = 0;
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}
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} else {
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fileChunk = parseMessagePack(messagePackData);
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}
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return fileChunk;
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}
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