I have a production db running on Oracle 10g. I want to set up a data warehouse using a MySQL 5.5 database and ideally would like to use CDC to identify any changes to the live DB and populate those changes to the warehouse.
Has anyone done this?
Is it possible without the use of a third party ETL tool, if not can anyone recommend any software for the job?
You can also use oracle database gateway for odbc.
It al depends how many tables you want to replicate and amount of data changed daily
You may end up writing a lot of triggers but it might slow down your database.
If you have creation and last modification fields you may use them as well.
Plus you can copy modified data only on schedule during of peak hours.
Related
I've been assigned task of data warehousing for Reporting and data analysis. Let me first explain what we are going to do.
Step 1. Replicate production server MySQL database.
Step 2. Scheduled ETL: Read replicated database (MySQL) and push data to PostgreSQL.
Now I need your help on Step 2.
Note: I want saveOrUpdate functionality. If id is available then update it or save it. Data will be picked up based on modified date.
So is there any tool available for scheduled data push in PostgreSQL?, Considering my requirements.
If there ain't any tool available then which programming language I should use for ETL? And other pointers you can provide me to achieve this.
Asked same question https://dba.stackexchange.com/questions/203460/data-warehousing-etl-scheduled-data-migration-from-mysql-to-postgresql on dba.stackexchange.com but I guess it has low userbase so posting it here.
On aws you have DMS. I don't know if you can use it with external services but it's works pretty well.
We ran into serious performance problems with our Oracle database and we would like to try to migrate it to a MySQL-based database (either MySQL directly or, more preferably, Infobright).
The thing is, we need to let the old and the new system overlap for at least some weeks if not months, before we actually know, if all the features of the new database match our needs.
So, here is our situation:
The Oracle database consists of multiple tables with each millions of rows. During the day, there are literally thousands of statements, which we cannot stop for migration.
Every morning, new data is imported into the Oracle database, replacing some thousands of rows. Copying this process is not a problem, so we could, in theory, import in both databases in parallel.
But, and here the challenge lies, for this to work we need to have an export from the Oracle database with a consistent state from one day. (We cannot export some tables on Monday and some others on Tuesday, etc.) This means, that at least the export should be finished in less than one day.
Our first thought was to dump the schema, but I wasn't able to find a tool to import an Oracle dump file into MySQL. Exporting tables in CSV files might work, but I'm afraid it could take too long.
So my question now is:
What should I do? Is there any tool to import Oracle dump files into MySQL? Does anybody have any experience with such a large-scale migration?
PS: Please, don't suggest performance optimization techniques for Oracle, we already tried a lot :-)
Edit: We already tried some ETL tools before, only to find out, that they were not fast enough: Exporting only one table already took more than 4 hours ...
2nd Edit: Come on folks ... did nobody ever try to export a whole database as fast as possible and convert the data so that it can be imported into another database system?
Oracle does not supply an out-of-the-box unload utility.
Keep in mind without comprehensive info about your environment (oracle version? server platform? how much data? what datatypes?) everything here is YMMV and you would want to give it a go on your system for performance and timing.
My points 1-3 are just generic data movement ideas. Point 4 is a method that will reduce downtime or interruption to minutes or seconds.
1) There are 3rd party utilities available. I have used a few of these but best for you to check them out yourself for your intended purpose. A few 3rd party products are listed here: OraFaq . Unfortunately a lot of them run on Windows which would slow down the data unload process unless your DB server was on windows and you could run the load utility directly on the server.
2) If you don't have any complex datatypes like LOBs then you can roll your own with SQLPLUS. If you did a table at a time then you can easily parallelize it. Topic has been visited on this site probably more than once, here is an example: Linky
3) If you are 10g+ then External Tables might be a performant way to accomplish this task. If you create some blank external tables with the same structure as your current tables and copy the data to them, the data will be converted to the external table format (a text file). Once again, OraFAQ to the rescue.
4) If you must keep systems in parallel for days/weeks/months then use a change data capture/apply tool for near-zero downtime. Be prepared to pay $$$. I have used Golden Gate Software's tool that can mine the Oracle redo logs and supply insert/update statements to a MySQL Database. You can migrate the bulk of the data with no downtime the week before go-live. Then during your go-live period, shut down the source database, have Golden Gate catch up the last remaining transactions, then open up access to your new target database. I have used this for upgrades and the catch up period was only a few minutes. We already had a site licenses for Golden Gate so it wasn't anything out of pocket for us.
And I'll play the role of Cranky DBA here and say if you can't get Oracle performing well I would love to see a write up of how MySQL fixed your particular issues. If you have an application where you can't touch the SQL, there are still lots of possible ways to tune Oracle. /soapbox
I have built a C# application that can read an Oracle dump (.dmp) file and pump it's tables of data into a SQL Server database.
This application is used nightly on a production basis to migrate a PeopleSoft database to SQL Server. The PeopleSoft database has 1100+ database tables and the Oracle dump file is greater than 4.5GB in size.
This application creates the SQL Server database and tables and then loads all 4.5GB of data in less than 55 minutes running on a dual-core Intel server.
I don't believe it would be too difficult to modify this application to work with other databases provided they have an ADO.NET provider.
yeah, Oracle is pretty slow. :)
You can use any number of ETL tools to move data from Oracle into MySQL. My favourite is SQL Server Integration Services.
If you have Oracle9i or higher, you can implement Change Data Capture. Read more here http://download-east.oracle.com/docs/cd/B14117_01/server.101/b10736/cdc.htm
Then you can take a delta of changes from Oracle to your MySQL or Infobright using any ETL technologies.
We had the same issue. Needed to get tables and data from oracle dbms to mysql dbms.
We used this tool we found online... It worked well.
http://www.sqlines.com/download
This tool will basically help you:
Connect to your source DBMS(ORACLE)
Connect to destination DBMS(MySQL)
Specify schema and tables in the ORACLE DBMS you want to migrate
Press a "Transfer" button to Run the migration process(running inbuilt migration queries)
Get a transfer log, which will tell how many records were READ from SOURCE and WRITTEN on the destination database, what queries failed.
Hope this will help others that will land on this question.
I've used Pentaho Data Integration to migrate from Oracle to MySql (I also migrated the same data to Postresql, which was about 50% quicker, which I guess was largely due to the different JDBC drivers being used). I followed Roland Bouman's instructions here, almost to the letter, and was very pleasantly suprised at how easy it was:
Copy Table data from one DB to another
I don't know whether it will be appropriate for your data load, but it's worth a shot.
I recently released etlalchemy to accomplish this task. It is an open-sourced solution which allows migration between any 2 SQL databases with 4 lines of Python, and was initially designed to migrate from Oracle to MySQL. Support has been added for MySQL, PostgreSQL, Oracle, SQLite and SQL Server.
This will take care of migrating schema (arguably the most challenging), data, indexes and constraints, with many more options available.
To install:
$ pip install etlalchemy
On El Capitan: pip install --ignore-installed etlalchemy
To run:
from etlalchemy import ETLAlchemySource, ETLAlchemyTarget
orcl_db_source = ETLAlchemySource("oracle+cx_oracle://username:password#hostname/ORACLE_SID")
mysql_db_target = ETLAlchemyTarget("mysql://username:password#hostname/db_name", drop_database=True)
mysql_db_target.addSource(orcl_db_source)
mysql_db_target.migrate()
Concerning performance, this tool utilizes BULK import tools across various RDBMS such as mysqlimport and COPY FROM (postgresql) to carry out migrations efficiently. I was able to migrate a 5GB SQL Server database with 33,105,951 rows into MySQL in 40 minutes, and a 3GB 7,000,000 row Oracle database to MySQL in 13 minutes.
To get more background on the origins of the project, check out this post. If you get any errors running the tool, open an issue on the github repo and I'll patch it up in less than a week!
(To install the "cx_Oracle" Python driver, follow these instructions)
You can use Python, SQL*Plus and mysql.exe (MySQL client) script to copy whole table of just query results.
It will be portable because all those tools exist on Windows and Linux.
When I had to do it I implemented following steps using Python:
Extract data into CSV file using SQL*Plus.
Load dump file into MySQL
using mysql.exe.
You can improve performance by performing parallel load using Tables/Partitions/Sub-partitions.
Disclosure: Oracle-to-MySQL-Data-Migrator is the script I wrote for data integration between Oracle and MySQL on Windows OS.
I currently have 2 MySQL Serve running on a different machines. Once of them is a staging environment (A) and another is a production environment (B). What I need to do is to take data from (A) and update/insert into B based on the conditions. If MySQL had Linked option then I can simply create a stored procedure that does the work for me and that would solve my whole problem. Unfortunately a great product like MySQL does not have this necessary future.
But since I can't write a procedure to do that what application I can use that will do the integration for me? note this integration will need to be automatic so it can be done daily and sometimes hourly.
My question is there an integration application out there that will integrate data from on MySQL Server to another automatically?
Thanks
I'm not a MySQL guy, and I don't know if it has a Linked/Federated option or not, but I understand it has very good replication. You could replicate tables from A into copy tables in B, then put your SP on B and run it whenever you want.
You could also write an application/batch script/ETL job that transfers the data and applies the conditions and just run it from a scheduler. If you do this frequently (meaning you do many other processes like this), I'd lean toward an ETL tool. I use Pentaho Data Integration. There are several others.
I have a client with close to 120,000,000 records in an Oracle database. Their engineer claims they can only give us a ms access dump of their database. The data will actually be going into an MySQL relational database instance.
What potential issues and problems can we expect moving from Oracle > Access > MySQL?
We have located tools that can convert oracle db to MySQL, but due the large nature of the database 100gb + I am not sure of the stability of these software based solutions to handle the conversion process. This is a time sensitive project and I am worried that if we make any mistakes in the onset that we may not be able to complete in a timely manner.
Exporting the Oracle data to a comma-separated, tab separated, or pipe separated set of files would not be very challenging. It's done all the time.
I have no idea why someone would claim to only be able to produce an MS Access dump from an Oracle database -- if that's not being done directly via selecting from Access through ODBC then it's done via an intermediate flat file anyway. I'm inclined to call "BS" or "incompetence" on this claim.
The maximum size of an Access database is 2GB so I don't see how the proposed migration could be achieved without partitioning the data.
We ran into serious performance problems with our Oracle database and we would like to try to migrate it to a MySQL-based database (either MySQL directly or, more preferably, Infobright).
The thing is, we need to let the old and the new system overlap for at least some weeks if not months, before we actually know, if all the features of the new database match our needs.
So, here is our situation:
The Oracle database consists of multiple tables with each millions of rows. During the day, there are literally thousands of statements, which we cannot stop for migration.
Every morning, new data is imported into the Oracle database, replacing some thousands of rows. Copying this process is not a problem, so we could, in theory, import in both databases in parallel.
But, and here the challenge lies, for this to work we need to have an export from the Oracle database with a consistent state from one day. (We cannot export some tables on Monday and some others on Tuesday, etc.) This means, that at least the export should be finished in less than one day.
Our first thought was to dump the schema, but I wasn't able to find a tool to import an Oracle dump file into MySQL. Exporting tables in CSV files might work, but I'm afraid it could take too long.
So my question now is:
What should I do? Is there any tool to import Oracle dump files into MySQL? Does anybody have any experience with such a large-scale migration?
PS: Please, don't suggest performance optimization techniques for Oracle, we already tried a lot :-)
Edit: We already tried some ETL tools before, only to find out, that they were not fast enough: Exporting only one table already took more than 4 hours ...
2nd Edit: Come on folks ... did nobody ever try to export a whole database as fast as possible and convert the data so that it can be imported into another database system?
Oracle does not supply an out-of-the-box unload utility.
Keep in mind without comprehensive info about your environment (oracle version? server platform? how much data? what datatypes?) everything here is YMMV and you would want to give it a go on your system for performance and timing.
My points 1-3 are just generic data movement ideas. Point 4 is a method that will reduce downtime or interruption to minutes or seconds.
1) There are 3rd party utilities available. I have used a few of these but best for you to check them out yourself for your intended purpose. A few 3rd party products are listed here: OraFaq . Unfortunately a lot of them run on Windows which would slow down the data unload process unless your DB server was on windows and you could run the load utility directly on the server.
2) If you don't have any complex datatypes like LOBs then you can roll your own with SQLPLUS. If you did a table at a time then you can easily parallelize it. Topic has been visited on this site probably more than once, here is an example: Linky
3) If you are 10g+ then External Tables might be a performant way to accomplish this task. If you create some blank external tables with the same structure as your current tables and copy the data to them, the data will be converted to the external table format (a text file). Once again, OraFAQ to the rescue.
4) If you must keep systems in parallel for days/weeks/months then use a change data capture/apply tool for near-zero downtime. Be prepared to pay $$$. I have used Golden Gate Software's tool that can mine the Oracle redo logs and supply insert/update statements to a MySQL Database. You can migrate the bulk of the data with no downtime the week before go-live. Then during your go-live period, shut down the source database, have Golden Gate catch up the last remaining transactions, then open up access to your new target database. I have used this for upgrades and the catch up period was only a few minutes. We already had a site licenses for Golden Gate so it wasn't anything out of pocket for us.
And I'll play the role of Cranky DBA here and say if you can't get Oracle performing well I would love to see a write up of how MySQL fixed your particular issues. If you have an application where you can't touch the SQL, there are still lots of possible ways to tune Oracle. /soapbox
I have built a C# application that can read an Oracle dump (.dmp) file and pump it's tables of data into a SQL Server database.
This application is used nightly on a production basis to migrate a PeopleSoft database to SQL Server. The PeopleSoft database has 1100+ database tables and the Oracle dump file is greater than 4.5GB in size.
This application creates the SQL Server database and tables and then loads all 4.5GB of data in less than 55 minutes running on a dual-core Intel server.
I don't believe it would be too difficult to modify this application to work with other databases provided they have an ADO.NET provider.
yeah, Oracle is pretty slow. :)
You can use any number of ETL tools to move data from Oracle into MySQL. My favourite is SQL Server Integration Services.
If you have Oracle9i or higher, you can implement Change Data Capture. Read more here http://download-east.oracle.com/docs/cd/B14117_01/server.101/b10736/cdc.htm
Then you can take a delta of changes from Oracle to your MySQL or Infobright using any ETL technologies.
We had the same issue. Needed to get tables and data from oracle dbms to mysql dbms.
We used this tool we found online... It worked well.
http://www.sqlines.com/download
This tool will basically help you:
Connect to your source DBMS(ORACLE)
Connect to destination DBMS(MySQL)
Specify schema and tables in the ORACLE DBMS you want to migrate
Press a "Transfer" button to Run the migration process(running inbuilt migration queries)
Get a transfer log, which will tell how many records were READ from SOURCE and WRITTEN on the destination database, what queries failed.
Hope this will help others that will land on this question.
I've used Pentaho Data Integration to migrate from Oracle to MySql (I also migrated the same data to Postresql, which was about 50% quicker, which I guess was largely due to the different JDBC drivers being used). I followed Roland Bouman's instructions here, almost to the letter, and was very pleasantly suprised at how easy it was:
Copy Table data from one DB to another
I don't know whether it will be appropriate for your data load, but it's worth a shot.
I recently released etlalchemy to accomplish this task. It is an open-sourced solution which allows migration between any 2 SQL databases with 4 lines of Python, and was initially designed to migrate from Oracle to MySQL. Support has been added for MySQL, PostgreSQL, Oracle, SQLite and SQL Server.
This will take care of migrating schema (arguably the most challenging), data, indexes and constraints, with many more options available.
To install:
$ pip install etlalchemy
On El Capitan: pip install --ignore-installed etlalchemy
To run:
from etlalchemy import ETLAlchemySource, ETLAlchemyTarget
orcl_db_source = ETLAlchemySource("oracle+cx_oracle://username:password#hostname/ORACLE_SID")
mysql_db_target = ETLAlchemyTarget("mysql://username:password#hostname/db_name", drop_database=True)
mysql_db_target.addSource(orcl_db_source)
mysql_db_target.migrate()
Concerning performance, this tool utilizes BULK import tools across various RDBMS such as mysqlimport and COPY FROM (postgresql) to carry out migrations efficiently. I was able to migrate a 5GB SQL Server database with 33,105,951 rows into MySQL in 40 minutes, and a 3GB 7,000,000 row Oracle database to MySQL in 13 minutes.
To get more background on the origins of the project, check out this post. If you get any errors running the tool, open an issue on the github repo and I'll patch it up in less than a week!
(To install the "cx_Oracle" Python driver, follow these instructions)
You can use Python, SQL*Plus and mysql.exe (MySQL client) script to copy whole table of just query results.
It will be portable because all those tools exist on Windows and Linux.
When I had to do it I implemented following steps using Python:
Extract data into CSV file using SQL*Plus.
Load dump file into MySQL
using mysql.exe.
You can improve performance by performing parallel load using Tables/Partitions/Sub-partitions.
Disclosure: Oracle-to-MySQL-Data-Migrator is the script I wrote for data integration between Oracle and MySQL on Windows OS.