24 lines
960 B
Bash
Executable File
24 lines
960 B
Bash
Executable File
#!/bin/bash
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if [ "$#" -lt 3 ];
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then
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echo "Usage: <nworkers> <nthreads> <path_in_HDFS>"
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exit -1
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fi
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# put the local training file to HDFS
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hadoop fs -mkdir $3/data
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hadoop fs -put ../../demo/data/agaricus.txt.train $3/data
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../../subtree/rabit/tracker/rabit_hadoop.py -n $1 -nt $2 -i $3/data/agaricus.txt.train -o $3/mushroom.final.model ../../xgboost mushroom.hadoop.conf nthread=$2
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# get the final model file
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hadoop fs -get $3/mushroom.final.model/part-00000 ./final.model
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# output prediction task=pred
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../../xgboost mushroom.hadoop.conf task=pred model_in=final.model test:data=../../demo/data/agaricus.txt.test
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# print the boosters of final.model in dump.raw.txt
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../../xgboost mushroom.hadoop.conf task=dump model_in=final.model name_dump=dump.raw.txt
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# use the feature map in printing for better visualization
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../../xgboost mushroom.hadoop.conf task=dump model_in=final.model fmap=../../demo/data/featmap.txt name_dump=dump.nice.txt
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cat dump.nice.txt
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