I'm trying to connect PySpark (with Jupyter Notebook) to a Greenplum Database instance on Oracle VM VirtualBox through JDBC connection, however I'm receiving the following error when I KNOW the password is correct.:
Py4JJavaError: An error occurred while calling o424.load.
: org.postgresql.util.PSQLException: FATAL: password authentication failed
for user "user2"
I've tried:
Reviewing Greenplum DB docs regarding connecting with PySpark
Changing Postgresql connectivity setting in gp_hba.conf, sshd_conf, and postgresql.conf files
Utilizing pyspark shell and loading .jar file as
pyspark --jars 'path to .jar file'
then running mentioned code below
PySpark code in Jupyter Notebook is:
import findspark
findspark.init('spark-2.4.1-bin-hadoop2.7')
from pyspark.sql import SparkSession
spark = SparkSession.builder.getOrCreate()
option = {
'url':"jdbc:postgresql://localhost:5432/tutorial",
'user':"user2",
'password':"SECRET",
'dbschema':"faa",
'dbtable':"otp_c",
'partitionColumn':"airlineid"
}
gpdf = spark.read.format('greenplum').options(**option).load()
Pivotal Greenplum instructs having a connector .jar file for JDBC connection into the database, which I have located in spark-2.4.1-bin-hadoop2.7/jars/greenplum-spark_2.11-1.6.0.jar
Additionally, within the Greenplum DB, the gp_hba.conf is configured as:
# If you want to allow non-local connections, you need to add more
# "host" records. In that case you will also need to make PostgreSQL
# listen on a non-local interface via the listen_addresses
# configuration parameter, or via the -i or -h command line switches.
# CAUTION: Configuring the system for local "trust" authentication allows
# any local user to connect as any PostgreSQL user, including the database
# superuser. If you do not trust all your local users, use another
# authentication method.
# TYPE DATABASE USER CIDR-ADDRESS METHOD
# "local" is for Unix domain socket connections only
# IPv4 local connections:
# IPv6 local connections:
local all gpadmin ident
host all gpadmin 127.0.0.1/28 trust
host all gpadmin 10.0.2.15/32 trust
host all gpadmin ::1/128 trust
host all gpadmin fe80::a00:27ff:fe84:1f3f/128 trust
local replication gpadmin ident
host replication gpadmin samenet trust
local gpperfmon gpmon md5
host all gpmon 127.0.0.1/28 md5
local tutorial +users trust
host tutorial +users trust
host all all 0.0.0.0/0 md5
#local all all md5
#local all user2 ident
The sshd_config file is configured with
PasswordAuthentication yes
Finally, the postgresql.conf file is configured with
# - Connection Settings -
listen_addresses = '*' # what IP address(es) to listen on;
# comma-separated list of addresses;
# defaults to '*', '*' = all
# (change requires restart)
port=5432 ##port = 5432 # sets the database
listener port for
# a Greenplum instance. The master and
# each segment has its own port
number.
# note: Port numbers for the Greenplum system must also be changed in the
# gp_configuration catalog. See the Greenplum Database Administrator Guide
# for instructions!
#
#
I'm expecting to connect to Greenplum DB and perform SQL queries with PySpark however I receive Py4JJavaError.
Unsure what other options exist, ideally I want to connect via Jupyter Notebook please help!
In pg_hba, host config needs CIDR. The line
host tutorial +users trust
won't take effect. So it falls through the last line and ask for password.
You can create a role user2 with a secret password inside greenplum cluster.
The technical post webpages of this site follow the CC BY-SA 4.0 protocol. If you need to reprint, please indicate the site URL or the original address.Any question please contact:yoyou2525@163.com.