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@cwensel
Created November 9, 2023 23:57
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Asked CoPilot to write a Cascading application
import cascading.flow.Flow;
import cascading.flow.FlowDef;
import cascading.flow.hadoop.HadoopFlowConnector;
import cascading.operation.regex.RegexParser;
import cascading.operation.text.DateFormatter;
import cascading.pipe.Each;
import cascading.pipe.Pipe;
import cascading.scheme.hadoop.TextDelimited;
import cascading.scheme.hadoop.TextLine;
import cascading.tap.SinkMode;
import cascading.tap.Tap;
import cascading.tap.hadoop.Hfs;
import cascading.tuple.Fields;
public class ApacheLogToParquet {
public static void main(String[] args) {
String inputPath = args[0];
String outputPath = args[1];
// Define the source tap
Tap inTap = new Hfs(new TextLine(), inputPath);
// Define the sink tap
Tap outTap = new Hfs(new ParquetScheme(), outputPath, SinkMode.REPLACE);
// Define the regex to parse the Apache log
String apacheLogRegex = ...; // Fill this with the correct regex
Fields apacheLogFields = new Fields("ip", "identd", "user", "datetime", "request", "status", "size", "referrer", "userAgent");
RegexParser parser = new RegexParser(apacheLogFields, apacheLogRegex);
// Define the pipe to parse the Apache log
Pipe parsePipe = new Each("parse", new Fields("line"), parser, Fields.RESULTS);
// Define the flow
FlowDef flowDef = FlowDef.flowDef()
.addSource(parsePipe, inTap)
.addTailSink(parsePipe, outTap)
.setName("ApacheLogToParquet");
// Execute the flow
Flow flow = new HadoopFlowConnector().connect(flowDef);
flow.complete();
}
}
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