#!/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 } BOLD=`tput bold` NORMAL=`tput sgr0` 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 [ $? -ne 0 ]; then echo "${BOLD}Generating data at scale factor $SCALE.${NORMAL}" (cd tpcds-gen; hadoop jar target/*.jar -d ${DIR}/${SCALE}/ -s ${SCALE}) fi hdfs dfs -ls ${DIR}/${SCALE} > /dev/null if [ $? -ne 0 ]; then echo "${BOLD}Data generation failed, exiting.${NORMAL}" exit 1 fi echo "${BOLD}TPC-DS text data generation complete.${NORMAL}" # Create the text/flat tables as external tables. These will be later be converted to ORCFile. echo "${BOLD}Loading text data into external tables.${NORMAL}" runcommand "hive -i settings/load-flat.sql -f ddl-tpcds/text/alltables.sql -d DB=tpcds_text_${SCALE} -d LOCATION=${DIR}/${SCALE}" # Create the partitioned and bucketed tables. i=1 total=24 DATABASE=tpcds_bin_partitioned_orc_${SCALE} for t in ${FACTS} do echo "${BOLD}Optimizing table $t ($i/$total).${NORMAL}" COMMAND="hive -i settings/load-partitioned.sql -f ddl-tpcds/bin_partitioned/${t}.sql \ -d DB=tpcds_bin_partitioned_orc_${SCALE} \ -d SOURCE=tpcds_text_${SCALE} -d BUCKETS=${BUCKETS} \ -d RETURN_BUCKETS=${RETURN_BUCKETS} -d FILE=orc" runcommand "$COMMAND" if [ $? -ne 0 ]; then echo "Command failed, try 'export DEBUG_SCRIPT=ON' and re-running" exit 1 fi i=`expr $i + 1` done # Populate the smaller tables. for t in ${DIMS} do echo "${BOLD}Optimizing table $t ($i/$total).${NORMAL}" COMMAND="hive -i settings/load-partitioned.sql -f ddl-tpcds/bin_partitioned/${t}.sql \ -d DB=tpcds_bin_partitioned_orc_${SCALE} -d SOURCE=tpcds_text_${SCALE} \ -d FILE=orc" runcommand "$COMMAND" if [ $? -ne 0 ]; then echo "Command failed, try 'export DEBUG_SCRIPT=ON' and re-running" exit 1 fi i=`expr $i + 1` done echo "${BOLD}Data loaded into database ${DATABASE}.${NORMAL}"