Apache Airflow Rest API

Hello everyone,

Today I’ll talk about Apache Airflow usage, a REST API.

I frequently have customers asking about Apache Airflow’s integration with their own applications. “How can I execute a job from my application?” or “how can I get my job status in my dashboard?” are good examples of the questions I receive the most.

I’ll use the following question from a customer to show this great feature in Apache Airflow:

“ I would like to call one specific job orchestrated in Apache Airflow environment  in my application, is it possible?”

Quick answer: “Yes, all that you need to do is to call the Airflow DAG using REST API …..“

Details:

The simplest way to show how to achieve this is by using curl to call my Apache Airflow environment. I had one DAG to execute this from a bash operator. Quick example:

curl -X POST \

  http://localhost:8080/api/experimental/dags/my_bash_oeprator/dag_runs \

  -H ‘Cache-Control: no-cache’ \

  -H ‘Content-Type: application/json’ \

  -d ‘{“conf”:”{\”key\”:\”value\”}”}’

The curl execution returns the execution date id, with this ID you can use to get an execution status. Like this:

curl -X GET  http://localhost:8080/api/experimental/dags/my_bash_oeprator/dag_runs/2020-04-05T00:26:35

{“state”:”running”}

This command can also return other status {“state”:”failed”} or {“state”:”success”}.

I hope you enjoy it!

Orphan ASM File Cleanup Script

Hi all,

So I got asked by a client to perform a checking on ASM for orphan files, as they have some frequent create/drop database on this environment, as being a development env.

Also, lots of databases shared the same data diskgroup, so I had to work this out for all databases and also for possible inexistent databases.

Some basic approaches I raised:

1) Locating uncatalloged files in ASM per database.
– Source: https://oraganism.wordpress.com/2012/09/09/orphaned-files-in-asm/
– This approach assumes the files on ASM uncatalogged to any database are the Orphaned ones. Which is a fair assumption.
– But I understand that files can be catalloged and unmonted, which would brake this approach.

2) Listing files in ASM but not in database (v$datafile, v$datafile_copy, v$controlfile, v$tempfile, v$logfile) by database.
– Source: https://oracledba.blogspot.com/2018/11/orphaned-files-in-asm.html
– This seems a fair assumption. Would need to be ran from each database.
– There is not guarantee if this is working properly or not.
– Not clear also if PDB files are included.
– There is another similar one: https://dbaliveblog.wordpress.com/asm-orphaned-file-identification-script/
– Also this one: https://anjo.pt/wp/keyword-oracle/2013/02/26/find-orphan-asm-files/

3) MOS: Query That Can Be Used to Find Orphaned Datafiles on a 12c ASM Instance (Doc ID 2228573.1)
– From MOS, seems the most recommended approach.
– Attention point: PDB$SEED may not be shown as per: PDB$SEED Datafiles Not Appear In CDB_DATA_FILES (Doc ID 1940806.1)
— On 12.1.0.2, recommended to use “EXCLUDE_SEED_CDB_VIEW”. To check if it can be done on session level.

I downloaded and ran referred script on MOS Script to report the list of files stored in ASM and CURRENTLY NOT OPENED (Doc ID 552082.1) on the environment.
But the results didn’t sound correct.

After a while, I ended up building my own script based on all mentioned approaches and it worked very fine.

After approved I dropped all the listed files, freed a several TBs of space and no database affected. So I’d assume it as correct and would really recommend it for you.

So what did I used:

SQL to Check ASM Space per Database:

set pages 350 timing on
col gname form a10
col dbname form a10
col file_type form a16
break on gname skip 2 on dbname skip 1
compute sum label total_db of gb on dbname
compute sum label total_diskg of gb on gname  
SELECT
    gname,
    dbname,
    file_type,
    round(SUM(space)/1024/1024) mb,
    round(SUM(space)/1024/1024/1024) gb,
    COUNT(*) "#FILES"
FROM
    (
        SELECT
            gname,
            regexp_substr(full_alias_path, '[[:alnum:]_]*',1,4) dbname,
            file_type,
            space,
            aname,
            system_created,
            alias_directory
        FROM
            (
                SELECT
                    concat('+'||gname, sys_connect_by_path(aname, '/')) full_alias_path,
                    system_created,
                    alias_directory,
                    file_type,
                    space,
                    level,
                    gname,
                    aname
                FROM
                    (
                        SELECT
                            b.name            gname,
                            a.parent_index    pindex,
                            a.name            aname,
                            a.reference_index rindex ,
                            a.system_created,
                            a.alias_directory,
                            c.type file_type,
                            c.space
                        FROM
                            v$asm_alias a,
                            v$asm_diskgroup b,
                            v$asm_file c
                        WHERE
                            a.group_number = b.group_number
                        AND a.group_number = c.group_number(+)
                        AND a.file_number = c.file_number(+)
                        AND a.file_incarnation = c.incarnation(+) ) START WITH (mod(pindex, power(2, 24))) = 0
                AND rindex IN
                    (
                        SELECT
                            a.reference_index
                        FROM
                            v$asm_alias a,
                            v$asm_diskgroup b
                        WHERE
                            a.group_number = b.group_number
                        AND (
                                mod(a.parent_index, power(2, 24))) = 0
                    ) CONNECT BY prior rindex = pindex )
        WHERE
            NOT file_type IS NULL
            and system_created = 'Y' )
GROUP BY
    gname,
    dbname,
    file_type
ORDER BY
    gname,
    dbname,
    file_type
/

Expected Output:

SQL> @asm_sizebydb

GNAME	   DBNAME     FILE_TYPE 	       MB	  GB	 #FILES
---------- ---------- ---------------- ---------- ---------- ----------
DATAC1	   DATABSE1   CONTROLFILE	     2316	   2	      1
		      DATAFILE		  7620756	7442	     49
		      DATAGUARDCONFIG	       16	   0	      2
		      ONLINELOG 	    82536	  81	     14
		      PARAMETERFILE		8	   0	      1
	   **********				  ----------
	   total_db					7525

	   DATABSE2   CONTROLFILE	      492	   0	      1
		      DATAFILE		  3081604	3009	     47
		      ONLINELOG 	      416	   0	      4
		      PARAMETERFILE	       16	   0	      2
		      PASSWORD			0	   0	      2
		      TEMPFILE		    83372	  81	      3
	   **********				  ----------
	   total_db					3090

	   DATABSE3   CONTROLFILE	      588	   1	      1
		      DATAFILE		  1430712	1397	      8
		      DATAGUARDCONFIG	       16	   0	      2
		      ONLINELOG 	   147816	 144	     18
		      PARAMETERFILE		8	   0	      1
	   **********				  ----------
	   total_db					1542
[...]

**********					  ----------
total_disk					       76868

SQL To list Orphan files per Database:

SET VERIFY OFF
SET LINESIZE 200
SET SERVEROUTPUT ON
SET PAGESIZE 50000

DECLARE
   cmd   CLOB;
BEGIN
   FOR c IN (SELECT name Diskgroup
               FROM V$ASM_DISKGROUP)
   LOOP
      FOR l
         IN (SELECT 'rm ' || files files
               FROM
                    (SELECT '+' || c.Diskgroup || files files, TYPE
                       FROM (    SELECT UPPER
                                        (
                                           SYS_CONNECT_BY_PATH (aa.name, '/')
                                        )
                                           files
                                      , aa.reference_index
                                      , b.TYPE
                                   FROM (SELECT file_number
                                              , alias_directory
                                              , name
                                              , reference_index
                                              , parent_index
                                           FROM v$asm_alias) aa
                                      , (SELECT parent_index
                                           FROM (SELECT parent_index
                                                   FROM v$asm_alias
                                                  WHERE     group_number =
                                                               (SELECT group_number
                                                                  FROM v$asm_diskgroup
                                                                 WHERE name =
                                                                          c.Diskgroup)
                                                        AND alias_index = 0)) a
                                      , (SELECT file_number, TYPE
                                           FROM (SELECT file_number, TYPE
                                                   FROM v$asm_file
                                                  WHERE group_number =
                                                           (SELECT group_number
                                                              FROM v$asm_diskgroup
                                                             WHERE name =
                                                                      c.Diskgroup)))
                                        b
                                  WHERE     aa.file_number = b.file_number(+)
                                        AND aa.alias_directory = 'N'
                                        AND b.TYPE IN
                                               ('DATAFILE'
                                              , 'ONLINELOG'
                                              , 'CONTROLFILE'
                                              , 'TEMPFILE')
                             START WITH aa.PARENT_INDEX = a.parent_index
                             CONNECT BY PRIOR aa.reference_index =
                                           aa.parent_index)
                      WHERE SUBSTR
                            (
                               files
                             , INSTR (files, '/', 1, 1)
                             ,   INSTR (files, '/', 1, 2)
                               - INSTR (files, '/', 1, 1)
                               + 1
                            ) =
                               (SELECT dbname
                                  FROM (SELECT    '/'
                                               || UPPER (db_unique_name)
                                               || '/'
                                                  dbname
                                          FROM v$database))
                     MINUS
                     (SELECT UPPER (name) files, 'DATAFILE' TYPE
                        FROM v$datafile
                      UNION ALL
                      SELECT UPPER (name) files, 'TEMPFILE' TYPE
                        FROM v$tempfile
                      UNION ALL
                      SELECT UPPER (name) files, 'CONTROLFILE' TYPE
                        FROM v$controlfile
                       WHERE name LIKE '+' || c.Diskgroup || '%'
                      UNION ALL
                      SELECT UPPER (name), 'CONTROLFILE' TYPE
                        FROM v$datafile_copy
                       WHERE deleted = 'NO'
                      UNION ALL
                      SELECT UPPER (MEMBER) files, 'ONLINELOG' TYPE
                        FROM v$logfile
                       WHERE MEMBER LIKE '+' || c.Diskgroup || '%')))
      LOOP
         DBMS_OUTPUT.put_line (l.files);
      END LOOP;
   END LOOP;
END;
/

Expected Output:

rm +DATA/XPTODB/CONTROLFILE/CURRENT.4928.955985765
rm +DATA/XPTODB/CONTROLFILE/CURRENT.4934.955986589
rm +DATA/XPTODB/CONTROLFILE/CURRENT.4962.955998825
rm +DATA/XPTODB/CONTROLFILE/CURRENT.5063.956480113
rm +DATA/XPTODB/CONTROLFILE/CURRENT.6374.955984145
rm +DATA/XPTODB/CONTROLFILE/CURRENT.7547.955968953
rm +DATA/XPTODB/DATAFILE/TBSEXEMPLE.4936.955985803
rm +DATA/XPTODB/DATAFILE/TBSEXEMPLE.4966.955998847
rm +DATA/XPTODB/DATAFILE/TBSEXEMPLE.7540.955968995
rm +DATA/XPTODB/DATAFILE/TBSEXEMPLE.7574.955984177
rm +DATA/XPTODB/DATAFILE/TBSEXEMPLE.4937.955985803
rm +DATA/XPTODB/DATAFILE/TBSEXEMPLE.4967.955998847
rm +DATA/XPTODB/DATAFILE/TBSEXEMPLE.7542.955968995
rm +DATA/XPTODB/DATAFILE/TBSEXEMPLE.7558.955984177
rm +DATA/XPTODB/DATAFILE/SYSAUX.4935.955986599
rm +DATA/XPTODB/DATAFILE/SYSAUX.4963.955998847
rm +DATA/XPTODB/DATAFILE/SYSAUX.6286.955984161
rm +DATA/XPTODB/DATAFILE/SYSAUX.7544.955968963
rm +DATA/XPTODB/DATAFILE/SYSTEM.4930.955986599
rm +DATA/XPTODB/DATAFILE/SYSTEM.4964.955998847
rm +DATA/XPTODB/DATAFILE/SYSTEM.7536.955968965

To run this for all databases on server (RAC Databases):

export ORAENV_ASK=NO
for DBSID in `ps -ef | grep ora_pmon | grep -v grep | awk -F_ '{ print $3}'` 
do
echo "######" ${DBSID}
export ORACLE_SID=${DBSID}
. oraenv
sqlplus / as sysdba
@script.sql
exit
done

Hope it helps you!

Issues with Email attachments for Crontab Jobs

Hello ALL,

Last days I faced a strange issue with a shell script running as crontab job.

I had a Shell Script with working properly when executing manually, it functions simply sent an email with embedded attachments.  However, when it scheduled in Crontab, it does not send attachments ( I received the email but with BLANK attachments – even if code running fine and sending attachments when executed manually).

It made my brain burn for some time, then I found a lot of people facing the same issue when scripts in crontab.

It looks for some crontab relation with SH/Bash scripts.

Here are the workarounds I found and deployed in my script. Now, the email attachments are being included in emails when running as crontab jobs.

  • Include: ‘#!/bin/sh’ or ‘#!/bin/bash’ in the first line of your shell script.
  • Insert full path of commands you using in statements. E.g: Are you using ‘mailx’? so, execute ‘whereis mailx’, then, all statements where mailx is running will be like ‘/usb/bin/mailx -s “SUBJECT” myemail@domain.com’.
  • Source your sh/bash profile before the email statement. This statement solved my error. I found some posts explanations, but not sure why
    • ‘. ~/.bash_profile’.

Here is my code:

#!/bin/sh
################################################################################
# Email alerting to
################################################################################
EMAILTO="youremail@company.com"      # The email to send the alert to
SUBJECT="My shell script in crontab" # email subject

. ~/.bash_profile

sqlplus /nolog < /dev/null 2>&1
connect / as sysdba
spool /tmp/temp_out.txt
select * from dual
spool off
EOF

cat /tmp/temp_out.txt |grep "no rows selected"
if [ $? == 0 ]; then
echo "Nothing to do"
/usr/bin/echo "Nothing to do"| /usr/bin/mail -s "${SUBJECT}" ${EMAILTO}
else
/usr/bin/cat /tmp/temp_out.txt | /usr/bin/mail -s "${SUBJECT}" ${EMAILTO}
fi
rm /tmp/temp_out.txt

 

Checking Basic Licensing Info on a DB Server

Hi all!
So, I got a new client and started checking on his licensing and hardware. Then I realized how “non-standard” this is and Oracle should probably provide a better way to do it. So I decided to share a few things:

# Checking Oracle Version Installed:

[oracle@greporaSRV inventory]$ cd /opt/oraInventory/logs
[oracle@greporaSRV logs]$  grep "\- Database edition" installActions*.log
INFO: - Database edition : Standard Edition One (Create and configure a database)

# Checking number of Sockets

[root@greporaSRV ~]# cat /proc/cpuinfo | grep "physical id" | sort -u | wc -l
1

# Checking number of CPU Cores per Socket

[root@greporaSRV ~]# lscpu | grep 'socket'
Core(s) per socket:    4

Parallel file transfer on Linux

Hi all,

I had a request to copy a ton of files from one file system to another,  I know that there are tools that can help with that like rsync but due to some requirements and me wanted to do some scripting I put something together  to help with this request. This is not the 1st time I do something like this but it is the 1st time I share 🙂

What I’m sharing is now what I did for the request I mentioned but you will get an idea

The script will copy a list of files from one server to another. This list I usually create by using find like this

find /Directory_which_I_want_to_copy -type f > file_list.txt

The script will receive some parameters as listed below

parallel_xfer.ksh    

Also a requirement for this to work is that you can ssh to the target server without a password.

It will keep X parallel sessions running at all times until there are new files to start copying it, After all copies are started, it will monitor them until completion. Also the script assumes that the source and target directory destination is the same but this is easily changed if needed.

The logging needs to be improved but it will show the file it started as well their processes count

Hope it helps

Elisson

#!/bin/ksh
DBLIST=${1}
DEST_DIR=${2}
SERVER=${3}
NUM_SESS=${4}
STARTED_COUNT=0
RUN_COUNT=0

trim() {
    local var=$@
    var="${var#"${var%%[![:space:]]*}"}"   # remove leading whitespace characters
    var="${var%"${var##*[![:space:]]}"}"   # remove trailing whitespace characters
    echo "$var"
}


FILE_COUNT="$(cat ${DEST_DIR}/$DBLIST | wc -l)"
cd ${DEST_DIR}
for FILE in $(cat $DBLIST)
do
 STARTED_COUNT=$((${STARTED_COUNT}+1))
 if [ ${RUN_COUNT} -le ${NUM_SESS} ]
 then
   sftp -Cq USER@${SERVER}:${FILE} ${DEST_DIR}/. >/dev/null 2>/dev/null &
   echo "`date` - Transferring file ${FILE} to ${DEST_DIR} - ${STARTED_COUNT}/$(trim ${FILE_COUNT})"
   sleep 5
 fi
 echo "\n"

 RUN_COUNT=$(ps -ef | grep " ${$} " | grep sftp | grep -v grep | wc -l)

 while [ ${RUN_COUNT} -ge ${NUM_SESS} ]
 do
  RUN_COUNT=$(ps -ef | grep " ${$} " | grep sftp | grep -v grep | wc -l)
  echo "`date` - $(trim ${RUN_COUNT}) transfer processes running"
  echo "`date` - Amount of GB transferred `du -sg ${DEST_DIR}`\n"
  sleep 60
 done
done

while [ $(ps -ef | grep " ${$} " | grep sftp | grep -v grep | wc -l) -gt 0  ]
do
 RUN_COUNT=$(ps -ef | grep " ${$} " | grep sftp | grep -v grep | wc -l)
 echo "`date` - $(trim ${RUN_COUNT}) transfer processes running"
 echo "`date` - Amount of GB transferred - `du -sg ${DEST_DIR}`\n"
 sleep 60
done
echo "`date` - Transfered completed"

Automatic Graceful Shutdown and Consistent Startup Method for Oracle DB on Linux

Hi all,

This is quite a common question whenever I arrive on any new company. The things is, there are more then one way to implement this depending on your environment, licensing and version.

So I decided to compile here some sort of summary for this:

1. Prefer to use Oracle Restart
This is the automated and validated method provided by Oracle, however it can be a bit confusing in some items which can lead us to think it’s not working. Here is a summary of the the configuration I recommend:

a) Configure database management to AUTOMATIC on SRVCTL

srvctl modify database -y AUTOMATIC
  • If AUTOMATIC (the default), the database is automatically restored to its previous running condition (started or stopped) upon restart of the database host computer.
  • If MANUAL, the database is never automatically restarted upon restart of the database host computer.

Refhttps://docs.oracle.com/cd/E11882_01/server.112/e25494/restart.htm#BABHHAHI

b) Set AUTO_START=always on CRSCTL

crsctl modify resource ora.grepora.db -attr AUTO_START=always
  • ALWAYS: Restarts the resource when the server restarts regardless of the state of the resource when the server stopped.
  • RESTORE: Restores the resource to the same state that it was in when the server stopped. Oracle Clusterware attempts to restart the resource if the value of TARGET was ONLINE before the server stopped.
  • NEVER: Oracle Clusterware never restarts the resource regardless of the state of the resource when the server stopped.

NOTE: On Oracle 11.2, the database auto start policy in the clusterware is restore, which means that clusterware will remember the last state of the database. As well as database, Oracle 11.2 comes by default with several important resources with attribute AUTO_START=restore in the profile.

NOTE2: 12c on you might need to use the flag “-unsupported” on command above (crsctl modify resource ora.grepora.db -attr AUTO_START=always – unsupported).

Refhttps://docs.oracle.com/cd/E11882_01/rac.112/e41959/resatt.htm#CHDFFEHJ

Observation: This is recommended for all the required components managed by those tools, like databases, asm, listener, diskgroups, etc.
I wrote an article about it with an script that I made by my own and can help you: https://grepora.com/2018/08/22/services-not-starting-automatically-with-crs-after-reboot/

A common problem: “I set the SRVCTL to Automatic, but databases still not starting automatically’.”
Explanation: When database Management policy is configured as AUTOMATIC and the resource of the database parameter AUTO_START is configured as restore, the cluster will restore its last state, because the cluster level is the first in the chain of commands, it overrides the database.

c) Save desired state of Pluggable Databases in case of Multitenant:
With the PDB in desired state, save it with command below:

ALTER PLUGGABLE DATABASE pdb1 SAVE STATE;

When the CDB start, it will bring the pdbs to it saved states.

2. As second Option, Oracle Provided Scripts

Oracle has some scripts to automate it in a standard and supported way. This is documented for 12.1 in Stopping and Starting Oracle Software.

NOTES:

  • Oracle 11gR2 documentation states the use of the dbstart and dbshut scripts are deprecated. It’s supposed to be replaced by Oracle Restart.
  • The Oracle 12c documentation has no mention of the deprecation of dbstart and dbshut and has reinstated the documentation about them (as I linked above). So, feel free to use dbstart and dbshut in a supported manner for all versions of the database.

I also wrote an article about those, with some info and scripts: https://grepora.com/2017/11/22/how-to-setup-automatic-startup-and-shutdown-of-an-oracle-database-on-linux-not-using-oracle-restart/

Observation: Item 1.c is still recommended here.

3. Community proven scripts

As a third option, we would have some community scripts, which are usually proven and doesn’t require us to remember or to code everything. I’d use some additional time reviewing and testing them though, as they are not Oracle provided/supported.

In general, I’d recommend the material produced by Tim Hall (Oracle Base): https://oracle-base.com/articles/linux/automating-database-startup-and-shutdown-on-linux

He has additional articles that may help for other versions:

  • Automating Shutdown and Startup (12.2)
  • Automating Shutdown and Startup (12.1)
  • Automating Shutdown and Startup (11.2)
  • Automating Shutdown and Startup (10.2)
  • Automating Startup and Shutdown (10.1)
  • Automating Database Startup and Shutdown (9.2)
  • Linux Services (systemd, systemctl)

 

Some Additional Twists:

  • The Oracle Restart configuration assume the CRS is left “enabled”. Disabling it means we don’t want it to start automatically. So, if you want the CRS to start with your server, it need to be enabled. After this, to start targets, depend on configurations as per mentioned on my previous post.
  •  Oracle will no execute any rpm change or relink automatically, as this is not part of any “restart” process. It may be required due any configuration change or corruption, and it cannot be automated.
  • Regarding gracefulness, it depends on the configuration you have on your SRVCTL too. It’s configured using stop and start option, as per example below:
srvctl modify database -d [db_unique_name] -s [start_options] -t [stop_options]
  • So for your case, it seems to me a complete command containing what was recommended on my previous post PLUS gracefulness, it would be:
srvctl modify database -d [db_unique_name] -s OPEN -t IMMEDIATE -y automatic

(Note the SRVCTL syntax can very on the versions. This one is valid for 11.2).

I hope this helps you on understanding the process.

See you next time!

AWS: ALTER SYSTEM and Managing SYS Objects in RDS

I’m very often managing services over EC2 and there are a few actions clients are often getting some issues to perform in RDS. So I decided to list here 5 of them:

Kill sessions:

begin
rdsadmin.rdsadmin_util.kill(
sid => &sid,
serial => &serial,
method => 'IMMEDIATE');
end;
/

Flush shared_pool or buffer_cache:

exec rdsadmin.rdsadmin_util.flush_shared_pool;
exec rdsadmin.rdsadmin_util.flush_buffer_cache;

Grant Privileges to SYS Objects

# Grant

begin
    rdsadmin.rdsadmin_util.grant_sys_object(
        p_obj_name  => 'V_$SESSION',
        p_grantee   => 'GREPORA',
        p_privilege => 'SELECT');
end;
/

# Grant with Grant Option

begin
    rdsadmin.rdsadmin_util.grant_sys_object(
        p_obj_name     => 'V_$SESSION',
        p_grantee      => 'GREPORA',
        p_privilege    => 'SELECT',
        p_grant_option => true);
end;
/

# Revoke

begin
    rdsadmin.rdsadmin_util.revoke_sys_object(
        p_obj_name  => 'V_$SESSION',
        p_revokee   => 'GREPORA',
        p_privilege => 'SELECT');
end;
/

 

Hope it Helps!

Review: Oracle Application Express Hands-On

Hi all,

I just want to thank you all for the attendance on the meetup promoted by GUOB last October 7th and 9th at São Paulo/SP and Brasilia/DF – Brazil!

And a special high five for our speakers on the days: Monica Godoy and Anderson Ferreira!

It was a pleasure to have you there and we can barely wait for the next one!

Oracle Application Express Hands-On in Brasília!

Hello all!

I’m happy to announce here the next GUOB Meetup in Brasília focused on APEX .

The meeting will be conducted by

When?
Next October 9th!
2PM to 6PM

Where?
Ed. Corporate Financial Center (Oracle).
Setor Comercial Norte Q 2 – North Wing, Brasilia – Federal District

Cost? FREE
Just confirm you presence here.

IMPORTANT: bring your laptop.

Agenda:
2PM – Autonomous Database and Oracle Application Express – Monica Godoy
4PM – Coffee-break
4:30PM – Dynamic Actions in Action – Anderson Ferreira
5:30PM – Open Mic
6PM – Closure

NewScreenshot 2019-09-23 às 16.42.37

Oracle Application Express Hands-On in São Paulo!

Hello all!

I’m happy to announce here the next GUOB Meetup in São Paulo focused on APEX .

The meeting will be conducted by Monica Godoy, Product Manager do Oracle Application Express.

When?
Next October 7th!
6PM to 8PM

Where?
Rua Dr. José Áureo Bustamante, 455

Cost? FREE
Just confirm you presence here.

IMPORTANT: bring your laptop.

Agenda:
6PM – Autonomous Database and Oracle Application Express – Monica Godoy
7:30PM – Open Mic
8PM – Closure

NewScreenshot 2019-09-23 às 16.48.00