Created
November 9, 2023 23:57
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Asked CoPilot to write a Cascading application
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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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