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+#!/bin/bash
+
+# These should be on the local filesystem. We'll be hitting it hard.
+DATA_DIR=/usr/local/google/home/${USER}/
+SYMBOL_CACHE=${DATA_DIR}cache/
+REPORT_DIR=${DATA_DIR}reports/
+SAMPLE_DIR=${DATA_DIR}samples/
+RECORD_FILE=/tmp/profiles.rio
+COLUMN_FILE=/tmp/profiles.cio
+mkdir -p ${SYMBOL_CACHE}
+mkdir -p ${REPORT_DIR}
+mkdir -p ${SAMPLE_DIR}
+
+# Directory that has the scripts app_engine_pull.py and symbolizer.py
+INTERPRETER_DIR=/google/src/files/p2/head/depot2/gcctools/chromeos/v14/cwp/interpreter/
+V14_DIR=$(dirname $(dirname ${INTERPRETER_DIR}))
+
+PYTHONPATH=$PYTHONPATH:$V14_DIR
+
+# Profile util binary
+PROFILE_UTIL_BINARY=/home/mrdmnd/${USER}-profiledb/google3/blaze-bin/perftools/gwp/chromeos/profile_util
+
+# mr-convert binary
+MR_CONVERT_BINARY=/home/build/static/projects/dremel/mr-convert
+
+CNS_LOC=/cns/ag-d/home/${USER}/profiledb/
+
+# Protofile location
+PROTO_LOC=${CNS_LOC}cwp_profile_db_entry.proto
+
+echo "0. Cleaning up old data."
+rm /tmp/profiles.*
+rm ${REPORT_DIR}*
+rm ${SAMPLE_DIR}*
+
+
+echo "Starting CWP Pipeline..."
+echo "1. Pulling samples to local filesystem from server."
+echo " For demo purposes, UN=${USER}@google.com, PW=xjpbmshkzefutlrm"
+python ${INTERPRETER_DIR}app_engine_pull.py --output_dir=${SAMPLE_DIR}
+echo "2. Symbolizing samples to perf reports. Hold on..."
+
+python ${INTERPRETER_DIR}symbolizer.py --in=${SAMPLE_DIR} --out=${REPORT_DIR} --cache=${SYMBOL_CACHE}
+echo "3. Loading reports into RecordIO format..."
+# Will need to make append_dir more clever / incremental
+${PROFILE_UTIL_BINARY} --record=${RECORD_FILE} --append_dir=${REPORT_DIR}
+echo "Done."
+echo "4. Converting records to columnio."
+${MR_CONVERT_BINARY} --mapreduce_input_map=recordio:${RECORD_FILE} --mapreduce_output_map=${COLUMN_FILE}@1 --columnio_mroutput_message_type=CwpProfileDbEntry --columnio_mroutput_protofiles=${PROTO_LOC}
+echo "5. Uploading columnio to colossus."
+fileutil cp -f /tmp/profiles.cio-* ${CNS_LOC}
+echo "6. Let's try some dremel queries..."
+echo " dremel> define table t /cns/ag-d/home/${USER}/profiledb/profiles.cio-*"
+echo " Like, say, dremel> select sum(frames.count) as count, left(frames.function_name, 80) as name from t group by name order by count desc limit 25;"
+