#!/bin/bash function usage { echo "Usage: tpcds-setup.sh scale_factor [temp_directory]" exit 1 } function runcommand { if [ "X$DEBUG_SCRIPT" != "X" ]; then $1 else $1 2>/dev/null fi } if [ ! -f tpcds-gen/target/tpcds-gen-1.0-SNAPSHOT.jar ]; then echo "Please build the data generator with ./tpcds-build.sh first" exit 1 fi which hive > /dev/null 2>&1 if [ $? -ne 0 ]; then echo "Script must be run where Hive is installed" exit 1 fi # Tables in the TPC-DS schema. DIMS="date_dim time_dim item customer customer_demographics household_demographics customer_address store promotion warehouse ship_mode reason income_band call_center web_page catalog_page web_site" FACTS="store_sales store_returns web_sales web_returns catalog_sales catalog_returns inventory" # Get the parameters. SCALE=$1 DIR=$2 if [ "X$BUCKET_DATA" != "X" ]; then BUCKETS=13 RETURN_BUCKETS=13 else BUCKETS=1 RETURN_BUCKETS=1 fi if [ "X$DEBUG_SCRIPT" != "X" ]; then set -x fi # Sanity checking. if [ X"$SCALE" = "X" ]; then usage fi if [ X"$DIR" = "X" ]; then DIR=/tmp/tpcds-generate fi if [ $SCALE -eq 1 ]; then echo "Scale factor must be greater than 1" exit 1 fi # Do the actual data load. hdfs dfs -mkdir -p ${DIR} hdfs dfs -ls ${DIR}/${SCALE} > /dev/null if [ $? -ne 0 ]; then echo "Generating data at scale factor $SCALE." (cd tpcds-gen; hadoop jar target/*.jar -d ${DIR}/${SCALE}/ -s ${SCALE}) fi hdfs dfs -ls ${DIR}/${SCALE} > /dev/null if [ $? -ne 0 ]; then echo "Data generation failed, exiting." exit 1 fi echo "TPC-DS text data generation complete." # Create the text/flat tables as external tables. These will be later be converted to ORCFile. echo "Loading text data into external tables." runcommand "hive -i settings/load-flat.sql -f ddl-tpcds/text/alltables.sql -d DB=tpcds_text_${SCALE} -d LOCATION=${DIR}/${SCALE}" # Create the partitioned and bucketed tables. if [ "X$FORMAT" = "X" ]; then FORMAT=orc fi LOAD_FILE="load_${FORMAT}_${SCALE}.mk" SILENCE="2> /dev/null 1> /dev/null" if [ "X$DEBUG_SCRIPT" != "X" ]; then SILENCE="" fi echo -e "all: ${DIMS} ${FACTS}" > $LOAD_FILE i=1 total=24 DATABASE=tpcds_bin_partitioned_${FORMAT}_${SCALE} MAX_REDUCERS=2500 # maximum number of useful reducers for any scale REDUCERS=$((test ${SCALE} -gt ${MAX_REDUCERS} && echo ${MAX_REDUCERS}) || echo ${SCALE}) # Populate the smaller tables. for t in ${DIMS} do COMMAND="hive -i settings/load-partitioned.sql -f ddl-tpcds/bin_partitioned/${t}.sql \ -d DB=tpcds_bin_partitioned_${FORMAT}_${SCALE} -d SOURCE=tpcds_text_${SCALE} \ -d SCALE=${SCALE} \ -d REDUCERS=${REDUCERS} \ -d FILE=${FORMAT}" echo -e "${t}:\n\t@$COMMAND $SILENCE && echo 'Optimizing table $t ($i/$total).'" >> $LOAD_FILE i=`expr $i + 1` done for t in ${FACTS} do COMMAND="hive -i settings/load-partitioned.sql -f ddl-tpcds/bin_partitioned/${t}.sql \ -d DB=tpcds_bin_partitioned_${FORMAT}_${SCALE} \ -d SCALE=${SCALE} \ -d SOURCE=tpcds_text_${SCALE} -d BUCKETS=${BUCKETS} \ -d RETURN_BUCKETS=${RETURN_BUCKETS} -d REDUCERS=${REDUCERS} -d FILE=${FORMAT}" echo -e "${t}:\n\t@$COMMAND $SILENCE && echo 'Optimizing table $t ($i/$total).'" >> $LOAD_FILE i=`expr $i + 1` done make -j 2 -f $LOAD_FILE echo "Data loaded into database ${DATABASE}."