Presto
Integrate with Presto for ad-hoc queries with Full SQL
Docker
Run below command to start a standalone Presto coordinator.
docker run \
--network pinot-demo \
--name=presto-coordinator \
-p 8080:8080 \
-d apachepinot/pinot-presto:latest
if [[ ! -f "/tmp/presto-cli" ]]; then
curl -L https://repo1.maven.org/maven2/com/facebook/presto/presto-cli/0.228/presto-cli-0.228-executable.jar -o /tmp/presto-cli
chmod +x /tmp/presto-cli
fi
/tmp/presto-cli --server localhost:8080 --catalog pinot_quickstart --schema default
Then write your own queries;
presto:default> show tables;
Table
--------------
airlinestats
(1 row)
Query 20200211_185652_00006_w6yfz, FINISHED, 1 node
Splits: 19 total, 19 done (100.00%)
0:00 [1 rows, 29B] [3 rows/s, 99B/s]
presto:default> select count(*) as flights_from_ca_to_ny from airlinestats where originstate='CA' and deststate='NY';
flights_from_ca_to_ny
-----------------------
67
(1 row)
Query 20200211_190136_00018_w6yfz, FINISHED, 1 node
Splits: 17 total, 17 done (100.00%)
0:00 [1 rows, 8B] [5 rows/s, 42B/s]
presto:default> select * from airlinestats limit 1;
flightnum | origin | quarter | lateaircraftdelay | divactualelapsedtime | divwheelsons | divwheelsoffs | airtime | arrdel15 | divtotalgtimes | deptimeblk | destcitymarketid | divairportseqids | dayssinceepoch | deptime | month | crselapsedtime | deststatename | carrier |
-----------+--------+---------+-------------------+----------------------+--------------+---------------+---------+----------+----------------+------------+------------------+------------------+----------------+---------+-------+----------------+---------------+---------+
122 | DFW | 1 | -2147483648 | -2147483648 | | | 202 | 0 | | 0700-0759 | 32457 | | 16088 | 715 | 1 | 235 | California | AA |
(1 row)
Query 20200211_185719_00007_w6yfz, FINISHED, 1 node
Splits: 17 total, 17 done (100.00%)
0:02 [1 rows, 325B] [0 rows/s, 133B/s]
Presto Cluster UI
Presto supports aggregation and predicate push down to Pinot. However, for certain queries that Pinot doesn't handle, Presto tries to fetch all the rows from the Pinot table segment by segment. This is definitely not an ideal access pattern for Pinot.
In order to support large data scanning, Pinot (>=0.6.0) introduces a gRPC server for on-demand data scanning with a reasonable smaller memory footprint.
You can enable it by adding the below configs to the Pinot server config file:
pinot.server.grpc.enable=true
pinot.server.grpc.port=8090
Then you can enable the streaming connector in Presto(>=0.244) by adding the below config to the Pinot catalog configs.
pinot.use-streaming-for-segment-queries=true
(Disclaimer: Presto is a third-party software that is not part of the Apache Software Foundation).
Last modified 1yr ago