[Tarantool-patches] [PATCH v2] bench-run: submit perf results into database
Oleg Piskunov
o.piskunov at tarantool.org
Wed Apr 29 14:23:46 MSK 2020
Resurrect bench.tarantool.org:
- submit perf results into bench.tarantool.org database
- refactoring bench running scripts
Fix docker files for perf testing:
- adding python "requests" module needed for publish script.
Closes #4865
Github: https://github.com/tarantool/bench-run/tree/opiskunov/gh-4865-submit-perf-results
Issue: https://github.com/tarantool/tarantool/issues/4865
---
benchs/cbench/run.sh | 60 +++++++++++++++++++++++++++++-----------
benchs/linkbench/run.sh | 26 ++++++++++++------
benchs/nosqlbench/run.sh | 46 +++++++++++++------------------
benchs/publication/publish.py | 64 +++++++++++++++++++++++++++++++++++++++++++
benchs/sysbench/run.sh | 52 ++++++++++++++---------------------
benchs/tpcc/run.sh | 38 ++++++++++++++-----------
benchs/ycsb/run.sh | 42 ++++++++++++++++------------
dockerfiles/ubuntu_benchs | 3 ++
8 files changed, 216 insertions(+), 115 deletions(-)
create mode 100755 benchs/publication/publish.py
diff --git a/benchs/cbench/run.sh b/benchs/cbench/run.sh
index 4d07972..77b88e7 100755
--- a/benchs/cbench/run.sh
+++ b/benchs/cbench/run.sh
@@ -1,36 +1,64 @@
#!/usr/bin/env bash
-kill `pidof tarantool`
-set -e
+set -eu
set -o pipefail
TAR_VER=$(tarantool -v | grep -e "Tarantool" | grep -oP '\s\K\S*')
-echo ${TAR_VER} | tee cbench_t_version.txt
+numaopts="numactl --membind=1 --cpunodebind=1 --physcpubind=11"
+cbench_opts=500
killall tarantool 2>/dev/null || true
rm -rf 5* 0*
-sync
+sync && echo "sync passed" || echo "sync failed with error" $?
echo 3 > /proc/sys/vm/drop_caches
-numactl --membind=1 --cpunodebind=1 --physcpubind=9 tarantool /opt/cbench/cbench_runner.lua memtx 2>&1 | tee cbench_output_memtx.txt
+$numaopts tarantool /opt/cbench/cbench_runner.lua memtx 2>&1 | tee cbench_output_memtx.txt
killall tarantool 2>/dev/null || true
rm -rf 5* 0*
-sync
+sync && echo "sync passed" || echo "sync failed with error" $?
echo 3 > /proc/sys/vm/drop_caches
-numactl --membind=1 --cpunodebind=1 --physcpubind=10 tarantool /opt/cbench/cbench_runner.lua vinyl fsync 500 2>&1 | tee cbench_output_vinyl_fsync.txt
+$numaopts tarantool /opt/cbench/cbench_runner.lua vinyl fsync $cbench_opts 2>&1 | tee cbench_output_vinyl_fsync.txt
killall tarantool 2>/dev/null || true
rm -rf 5* 0*
-sync
+sync && echo "sync passed" || echo "sync failed with error" $?
echo 3 > /proc/sys/vm/drop_caches
-numactl --membind=1 --cpunodebind=1 --physcpubind=11 tarantool /opt/cbench/cbench_runner.lua vinyl write 500 2>&1 | tee cbench_output_memtx_write.txt
-
-grep "^?tab" cbench_output_memtx.txt | sed "s/.*name=//"| sed "s/¶m=/:/"| sed "s/cb\./cb\.memtx\./"| tee -a cbench_result.txt
-grep "^?tab" cbench_output_vinyl_fsync.txt | sed "s/.*name=//"| sed "s/¶m=/:/"| sed "s/cb\./cb\.vinyl\.fsync\./"| tee -a cbench_result.txt
-grep "^?tab" cbench_output_memtx_write.txt | sed "s/.*name=//"| sed "s/¶m=/:/"| sed "s/cb\./cb\.vinyl\.write\./"| tee -a cbench_result.txt
+$numaopts tarantool /opt/cbench/cbench_runner.lua vinyl write $cbench_opts 2>&1 | tee cbench_output_vinyl_write.txt
-#mv tarantool-server.log cbench_tarantool_server.log
+grep "^?tab=cbench.tree" cbench_output_memtx.txt | \
+ sed "s/.*name=//"| sed "s/¶m=/:/"| sed "s/cb\./cb\.memtx\./"| \
+ tee -a cbench-memtx-tree_result.txt
+grep "^?tab=cbench.hash" cbench_output_memtx.txt | \
+ sed "s/.*name=//"| sed "s/¶m=/:/"| sed "s/cb\./cb\.memtx\./"| \
+ tee -a cbench-memtx-hash_result.txt
+grep "^?tab" cbench_output_vinyl_fsync.txt | \
+ sed "s/.*name=//"| sed "s/¶m=/:/"| sed "s/cb\./cb\.vinyl\.fsync\./"| \
+ tee -a cbench-vinyl-fsync_result.txt
+grep "^?tab" cbench_output_vinyl_write.txt | \
+ sed "s/.*name=//"| sed "s/¶m=/:/"| sed "s/cb\./cb\.vinyl\.write\./"| \
+ tee -a cbench-vinyl-write_result.txt
-echo "RESULTS:"
-cat cbench_result.txt
+echo ${TAR_VER} | tee cbench-memtx-tree_t_version.txt
+echo ${TAR_VER} | tee cbench-memtx-hash_t_version.txt
+echo ${TAR_VER} | tee cbench-vinyl-fsync_t_version.txt
+echo ${TAR_VER} | tee cbench-vinyl-write_t_version.txt
+echo ${TAR_VER} | tee cbench_t_version.txt
+echo "Tarantool TAG:"
+cat cbench_t_version.txt
+echo "Overall results:"
+echo "================"
+echo "RESULTS (cbench-memtx-tree_result.txt):"
+cat cbench-memtx-tree_result.txt
+echo " "
+echo "RESULTS (cbench-memtx-hash_result.txt):"
+cat cbench-memtx-hash_result.txt
+echo " "
+echo "RESULTS (cbench-vinyl-fsync_result.txt):"
+cat cbench-vinyl-fsync_result.txt
+echo " "
+echo "RESULTS (cbench-vinyl-write_result.txt):"
+cat cbench-vinyl-write_result.txt
+echo " "
+echo "Publish data to bench database"
+/opt/bench-run/benchs/publication/publish.py
diff --git a/benchs/linkbench/run.sh b/benchs/linkbench/run.sh
index 6738436..aac7d3c 100755
--- a/benchs/linkbench/run.sh
+++ b/benchs/linkbench/run.sh
@@ -1,19 +1,16 @@
#!/usr/bin/env bash
-kill `pidof tarantool`
-
-set -e
+set -eu
set -o pipefail
TAR_VER=$(tarantool -v | grep -e "Tarantool" | grep -oP '\s\K\S*')
-echo ${TAR_VER} | tee linkbench_t_version.txt
+numaopts="numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11"
+base_dir=$(pwd)
cd /opt/linkbench && mvn clean package -Dmaven.test.skip=true
cd src/tarantool && make
cd -
-numaopts="numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11"
-
# use always newly created path specialy mounted if needed
wpath=/builds/ws
rm -rf $wpath
@@ -30,8 +27,21 @@ sed "s/^maxid1 = .*/maxid1 = 5000000/g" -i /opt/linkbench/config/FBWorkload.prop
sed "s/^requesters = .*/requesters = 1/g" -i $cfgfile
sed "s/^requests = .*/requests = 2000000/g" -i $cfgfile
$numaopts /opt/linkbench/bin/linkbench -c $cfgfile -l 2>&1 | tee loading.res.txt
-sync
+
+sync && echo "sync passed" || echo "sync failed with error" $?
echo 3 > /proc/sys/vm/drop_caches
$numaopts /opt/linkbench/bin/linkbench -c $cfgfile -r 2>&1 | tee linkbench_output.txt
-grep "REQUEST PHASE COMPLETED" linkbench_output.txt | sed "s/.*second = /linkbench:/" | tee -a linkbench_result.txt
+grep "REQUEST PHASE COMPLETED" linkbench_output.txt | sed "s/.*second = /linkbench:/" | tee -a linkbench.ssd_result.txt
+echo ${TAR_VER} | tee linkbench.ssd_t_version.txt
+cp -f linkbench.ssd_t_version.txt $base_dir
+cp -f linkbench.ssd_result.txt $base_dir
+
+echo "Tarantool TAG:"
+cat linkbench.ssd_t_version.txt
+echo "Overall results:"
+echo "================"
+cat linkbench.ssd_result.txt
+echo " "
+echo "Publish data to bench database"
+/opt/bench-run/benchs/publication/publish.py
diff --git a/benchs/nosqlbench/run.sh b/benchs/nosqlbench/run.sh
index c9491f5..157f372 100755
--- a/benchs/nosqlbench/run.sh
+++ b/benchs/nosqlbench/run.sh
@@ -1,34 +1,22 @@
#!/usr/bin/env bash
+set -eu
+set -o pipefail
+
type=$1
if [ "$type" == "" ]; then
type=hash
fi
TAR_VER=$(tarantool -v | grep -e "Tarantool" | grep -oP '\s\K\S*')
-echo ${TAR_VER} | tee nosqlbench_t_version.txt
-
-kill `pidof tarantool`
-
-#set -e
-#
-#set -o pipefail
+numaopts="numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11"
killall tarantool 2>/dev/null || true
-rm -rf 0*.xlog 0*.snap
-sync
+sync && echo "sync passed" || echo "sync failed with error" $?
echo 3 > /proc/sys/vm/drop_caches
-#cd /opt/nosqlbench/
-#cmake . && make -j
-#cd -
-#
-#tarantool -v
-#
-free -h
-numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11 tarantool `dirname $0`/tnt_${type}.lua 2>&1 &
+$numaopts tarantool `dirname $0`/tnt_${type}.lua 2>&1 &
sed "s/port 3303/port 3301/" /opt/nosqlbench/src/nosqlbench.conf -i
-#sed "s/request_count 4000000/request_count 400000/" /opt/nosqlbench/src/nosqlbench.conf -i
sed "s/benchmark 'no_limit'/benchmark 'time_limit'/" /opt/nosqlbench/src/nosqlbench.conf -i
sed "s/time_limit 10/time_limit 2000/" /opt/nosqlbench/src/nosqlbench.conf -i
sed "s/request_batch_count 1/request_batch_count 10/" /opt/nosqlbench/src/nosqlbench.conf -i
@@ -36,14 +24,18 @@ sed "s/rps 12000/rps 20000/" /opt/nosqlbench/src/nosqlbench.conf -i
sleep 5
echo "Run NB"
# WARNING: don't try to save output from stderr - file will use the whole disk space !
-numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11 /opt/nosqlbench/src/nb /opt/nosqlbench/src/nosqlbench.conf | \
+$numaopts /opt/nosqlbench/src/nb /opt/nosqlbench/src/nosqlbench.conf | \
grep -v "Warmup" | grep -v "Failed to allocate" >nosqlbench_output.txt || cat nosqlbench_output.txt
-#echo "Latest 1000 lines:"
-#tail -1000 nosqlbench_output.txt
-
-echo "Getting results"
-grep "TOTAL RPS STATISTICS:" nosqlbench_output.txt -A6 | awk -F "|" 'NR > 4 {print $2,":", $4}' > nosqlbench_result.txt
-
-cat nosqlbench_result.txt
-
+grep "TOTAL RPS STATISTICS:" nosqlbench_output.txt -A6 | \
+ awk -F "|" 'NR > 4 {print $2,":", $4}' > noSQLbench.${type}_result.txt
+echo ${TAR_VER} | tee noSQLbench.${type}_t_version.txt
+
+echo "Tarantool TAG:"
+cat noSQLbench.${type}_t_version.txt
+echo "Overall results:"
+echo "================"
+cat noSQLbench.${type}_result.txt
+echo " "
+echo "Publish data to bench database"
+/opt/bench-run/benchs/publication/publish.py
diff --git a/benchs/publication/publish.py b/benchs/publication/publish.py
new file mode 100755
index 0000000..42bc53a
--- /dev/null
+++ b/benchs/publication/publish.py
@@ -0,0 +1,64 @@
+#!/usr/bin/env python
+import fnmatch
+import os
+from urllib import urlencode
+import requests
+
+
+def parse_bench(filename):
+ with open(filename) as raw_data:
+ return raw_data.readlines()
+
+
+def get_version(filename):
+ with open(filename) as raw_data:
+ version = raw_data.readlines()[-1]
+ return version.split()[0]
+
+
+def push_to_microb(server, token, name, value, version, tab):
+ uri = 'http://%s/push?%s' % (server, urlencode(dict(
+ key=token, name=name, param=value,
+ v=version, unit='trps', tab=tab
+ )))
+
+ r = requests.get(uri)
+ if r.status_code == 200:
+ print('Export complete')
+ else:
+ print('Export error http: %d' % r.status_code)
+ print('Export error text: %d' % r.text)
+
+
+def main():
+ if "MICROB_WEB_TOKEN" in os.environ and "MICROB_WEB_HOST" in os.environ:
+ bench = {}
+ res = []
+ current_data = {}
+ version = ''
+ for file in os.listdir('.'):
+ if fnmatch.fnmatch(file, '*_result.txt'):
+ values = parse_bench(file)
+ benchmark = file.split('_')[0]
+ version = get_version('{}_t_version.txt'.format(benchmark))
+ for value in values:
+ test_name = value.split(':')[0]
+ test_res = float(value.split(':')[1])
+ res.append(test_res)
+ push_to_microb(
+ os.environ['MICROB_WEB_HOST'],
+ os.environ['MICROB_WEB_TOKEN'],
+ test_name,
+ test_res,
+ version,
+ benchmark,
+ )
+ print ("VERSION - ", version)
+ else:
+ print("MICROB params not specified")
+
+ return 0
+
+
+if __name__ == '__main__':
+ main()
diff --git a/benchs/sysbench/run.sh b/benchs/sysbench/run.sh
index 6a69d14..a9cf2f3 100755
--- a/benchs/sysbench/run.sh
+++ b/benchs/sysbench/run.sh
@@ -1,18 +1,12 @@
#!/usr/bin/env bash
-runs=10
-if [ "$1" != "" ]; then
- runs=$1
-fi
-
-kill `pidof tarantool`
-
-set -e
+set -eu
set -o pipefail
+runs=10
+
TAR_VER=$(tarantool -v | grep -e "Tarantool" | grep -oP '\s\K\S*')
-echo ${TAR_VER} | tee sysbench_t_version.txt
-set -e
+numaconf="numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11"
ARRAY_TESTS=(
"oltp_read_only"
@@ -28,27 +22,17 @@ ARRAY_TESTS=(
# "bulk_insert"
)
-if [ -n "${TEST}" ]; then ARRAY_TESTS=("${TEST}"); fi
-
-
-if [ ! -n "${WARMUP_TIME}" ]; then WARMUP_TIME=5; fi
-if [ ! -n "${TIME}" ]; then TIME=20; fi
-if [ ! -n "${DBMS}" ]; then DBMS="tarantool"; fi
-if [ ! -n "${THREADS}" ]; then THREADS=200; fi
-
-if [ -n "${USER}" ]; then USER=--${DBMS}-user=${USER}; fi
-if [ -n "${PASSWORD}" ]; then PASSWORD=--${DBMS}-password=${PASSWORD}; fi
-
-numaconf="--membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11"
+WARMUP_TIME=5
+TIME=20
+DBMS="tarantool"
+THREADS=200
opts="--db-driver=${DBMS} --threads=${THREADS}"
export LD_LIBRARY_PATH=/usr/local/lib
-rm -f sysbench_result.txt
-set -o pipefail
for test in "${ARRAY_TESTS[@]}"; do
res=0
- tlog=sysbench_${test}_result.txt
+ tlog=sysbench_${test}_results.txt
rm -f $tlog
maxres=0
for run in `eval echo {1..$runs}` ; do
@@ -58,10 +42,10 @@ for test in "${ARRAY_TESTS[@]}"; do
sysbench $test $opts cleanup >sysbench_output.txt
sysbench $test $opts prepare >>sysbench_output.txt
- numactl $numaconf sysbench $test $opts \
+ $numaconf sysbench $test $opts \
--time=${TIME} --warmup-time=${WARMUP_TIME} run >>sysbench_output.txt
- numactl $numaconf sysbench $test $opts cleanup >>sysbench_output.txt
+ $numaconf sysbench $test $opts cleanup >>sysbench_output.txt
cat sysbench_output.txt | grep -e 'transactions:' | grep -oP '\(\K\S*' | tee $tlog
tres=`cat $tlog | sed 's#^.*:##g' | sed 's#\..*$##g'`
@@ -69,16 +53,22 @@ for test in "${ARRAY_TESTS[@]}"; do
if [[ $tres -gt $maxres ]]; then maxres=$tres ; fi
done
res=$(($res/$runs))
- echo "${test}: $res" >>sysbench_result.txt
+ echo "${test}: $res" >>Sysbench_result.txt
echo "Subtest '$test' results:"
echo "==============================="
echo "Average result: $res"
echo "Maximum result: $maxres"
- printf "Diviations (AVG -> MAX): %.2f" `bc <<< "scale = 4; (1 - $res / $maxres) * 100"` ; echo %
+ printf "Deviations (AVG -> MAX): %.2f" `bc <<< "scale = 4; (1 - $res / $maxres) * 100"` ; echo %
done
+echo ${TAR_VER} | tee Sysbench_t_version.txt
+
+echo "Tarantool TAG:"
+cat Sysbench_t_version.txt
echo "Overall results:"
echo "================"
-cat sysbench_result.txt
-
+cat Sysbench_result.txt
+echo " "
+echo "Publish data to bench database"
+/opt/bench-run/benchs/publication/publish.py
diff --git a/benchs/tpcc/run.sh b/benchs/tpcc/run.sh
index f1f60cc..fca7939 100755
--- a/benchs/tpcc/run.sh
+++ b/benchs/tpcc/run.sh
@@ -1,22 +1,20 @@
#!/usr/bin/env bash
+set -eu
+set -o pipefail
TAR_VER=$(tarantool -v | grep -e "Tarantool" | grep -oP '\s\K\S*')
-echo ${TAR_VER} | tee tpcc_t_version.txt
-
-set -e
+numaopts="numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11"
+base_dir=$(pwd)
-if [ ! -n "${TIME}" ]; then TIME=1200; fi
-if [ ! -n "${WARMUP_TIME}" ]; then WARMUP_TIME=10; fi
-
-set -o pipefail
+TIME=1200
+WARMUP_TIME=10
killall tarantool tpcc_load 2>/dev/null || true
-rm -rf 0*.xlog 0*.snap
-sync
+sync && echo "sync passed" || echo "sync failed with error" $?
echo 3 > /proc/sys/vm/drop_caches
sed 's#box.sql#box#g' -i /opt/tpcc/create_table.lua
-numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11 tarantool /opt/tpcc/create_table.lua &
+$numaopts tarantool /opt/tpcc/create_table.lua &
sleep 5
# Usage: tpcc_load -h server_host -P port -d database_name -u mysql_user
@@ -27,13 +25,21 @@ tpcc_opts="-h localhost -P 3301 -d tarantool -u root -p '' -w 15"
cd /opt/tpcc
. /opt/tpcc/load.sh tarantool 15
-numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11 \
- /opt/tpcc/tpcc_start $tpcc_opts -r10 -l${TIME} -i${TIME} >tpcc_output.txt 2>/dev/null
-
-echo -n "tpcc:" | tee tpcc_result.txt
-cat tpcc_output.txt | grep -e '<TpmC>' | grep -oP '\K[0-9.]*' | tee -a tpcc_result.txt
+$numaopts /opt/tpcc/tpcc_start $tpcc_opts -r10 -l${TIME} -i${TIME} >tpcc_output.txt 2>/dev/null
+echo -n "tpcc:" | tee tpc.c_result.txt
+cat tpcc_output.txt | grep -e '<TpmC>' | grep -oP '\K[0-9.]*' | tee -a tpc.c_result.txt
cat tpcc_output.txt
+
+echo ${TAR_VER} | tee tpc.c_t_version.txt
+cp -f tpc.c_t_version.txt $base_dir
+cp -f tpc.c_result.txt $base_dir
+
+echo "Tarantool TAG:"
+cat tpc.c_t_version.txt
echo "Overall result:"
echo "==============="
-cat tpcc_result.txt
+cat tpc.c_result.txt
+echo " "
+echo "Publish data to bench database"
+/opt/bench-run/benchs/publication/publish.py
diff --git a/benchs/ycsb/run.sh b/benchs/ycsb/run.sh
index 5ae1c75..e5219a1 100755
--- a/benchs/ycsb/run.sh
+++ b/benchs/ycsb/run.sh
@@ -1,23 +1,18 @@
#!/usr/bin/env bash
+set -eu
+set -o pipefail
+
mode=$1
-runs=$2
+runs=1
if [ "$mode" == "" ]; then
mode=hash
fi
-if [ "$runs" == "" ]; then
- runs=1
-fi
-
-kill `pidof tarantool`
-
-set -e
-set -o pipefail
-
TAR_VER=$(tarantool -v | grep -e "Tarantool" | grep -oP '\s\K\S*')
-echo ${TAR_VER} | tee ycsb_t_version.txt
+numaopts="numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11"
+base_dir=$(pwd)
ws=/opt/ycsb
cd $ws
@@ -33,7 +28,7 @@ sed 's/listen=.*/listen=3301,\n memtx_memory = 2000000000,/' -i $srvlua
sed 's/logger_nonblock.*//' -i $srvlua
sed 's/logger/log/' -i $srvlua
sed 's/read,write,execute/create,read,write,execute/' -i $srvlua
-numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11 tarantool $srvlua 2>&1 &
+$numaopts tarantool $srvlua 2>&1 &
sleep 5
plogs=$ws/results
@@ -45,12 +40,25 @@ for l in a b c d e f ; do
res=$plogs/run${l}_${r}
echo ---------------- ${l}: $r
echo "tarantool.port=3301" >> $ws/workloads/workload${l}
- numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11 bin/ycsb load tarantool -s -P workloads/workload${l} >${res}.load 2>&1 || cat ${res}.load
- sync
+ $numaopts bin/ycsb load tarantool -s -P workloads/workload${l} >${res}.load 2>&1 || cat ${res}.load
+ sync && echo "sync passed" || echo "sync failed with error" $?
echo 3 > /proc/sys/vm/drop_caches
- numactl --membind=1 --cpunodebind=1 --physcpubind=6,7,8,9,10,11 bin/ycsb run tarantool -s -P workloads/workload${l} >${res}.log 2>&1 || cat ${res}.log
+ $numaopts bin/ycsb run tarantool -s -P workloads/workload${l} >${res}.log 2>&1 || cat ${res}.log
grep Thro ${res}.log | awk '{ print "Overall result: "$3 }' | tee ${res}.txt
- sed "s#Overall result#$l $r#g" ${res}.txt >>${plogs}/results.txt
+ sed "s#Overall result#$l $r#g" ${res}.txt >>${plogs}/ycsb.${mode}_result.txt
done
done
-cat ${plogs}/results.txt
+
+echo ${TAR_VER} | tee ycsb.${mode}_t_version.txt
+cp -f ${plogs}/ycsb.${mode}_result.txt .
+cp -f ycsb.${mode}_t_version.txt $base_dir
+cp -f ycsb.${mode}_result.txt $base_dir
+
+echo "Tarantool TAG:"
+cat ycsb.${mode}_t_version.txt
+echo "Overall results:"
+echo "================"
+cat ycsb.${mode}_result.txt
+echo " "
+echo "Publish data to bench database"
+/opt/bench-run/benchs/publication/publish.py
diff --git a/dockerfiles/ubuntu_benchs b/dockerfiles/ubuntu_benchs
index fd9acb4..947f082 100644
--- a/dockerfiles/ubuntu_benchs
+++ b/dockerfiles/ubuntu_benchs
@@ -73,3 +73,6 @@ RUN luarocks install \
# benchmarks runners
RUN git clone https://github.com/tarantool/bench-run.git /opt/bench-run
+
+# adding python dependency
+RUN pip install requests
--
1.8.3.1
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