Starting Release 2.19, Hevo has stopped supporting XMIN as a query mode for all variants of the PostgreSQL Source. As a result, you will not be able to create new Pipelines using this query mode. This change does not affect existing Pipelines. However, you will not be able to change the query mode to XMIN for any objects currently ingesting data using other query modes.
Azure PostgreSQL Database is a relational database service based on the open-source Postgres database engine. It is a fully-managed, enterprise-ready community PostgreSQL database as a service that can handle mission-critical workloads with predictable performance, security, high availability, and dynamic scalability.
You can ingest data from your Azure PostgreSQL database using Hevo Pipelines and replicate it to a Destination of your choice.
Prerequisites
Perform the following steps to configure your Azure PostgreSQL Source:
Create a Read Replica (Optional)
To use an existing read-replica or connect Hevo to your master database, skip to the Set up Log-based Incremental Replication section.
To create a read-replica:
-
Log in to the Azure Portal.
-
Under Recent resources, select the database for which you want to create a read-replica.
-
Under Settings, click Replication, and then, click + Add Replica.
-
In the Server name field, specify a unique name for the replica server and click OK.
A notification is displayed to confirm that the read-replica was created successfully.
Set up Log-based Incremental Replication
Hevo supports data ingestion from PostgreSQL servers via Write Ahead Logs set at the logical level (available on PostgreSQL version 9.4). A Write Ahead Log(WAL) is a collection of log files that record information about data modifications and data object modifications made on a PostgreSQL server instance. Typically WAL is used for data replication and data recovery.
By default, the replication method is set to REPLICA. You must change it to LOGICAL.
To do this:
-
Log in to the Azure Portal.
-
Under Resources, Recent tab, select the database for which you want to change the replication mode. For example, postgresql-docs in the image below.
-
In the left navigation pane of your <Database Name> page, under Settings, click Replication.
-
In the right pane, set Azure replication support to LOGICAL and click Save.
-
Click YES in the confirmation dialog to restart the PostgreSQL server for the parameter changes to take effect.
-
Confirm under Notifications that your changes have been applied and the server has restarted successfully before running the Pipeline, to avoid errors.
Whitelist Hevo’s IP Addresses
You need to whitelist the Hevo IP addresses for your region to enable Hevo to connect to your PostgreSQL database. You can do this by creating firewall rules in your Microsoft Azure database settings as follows:
-
Log in to the Azure Portal.
-
Under Resources, select the database you want to synchronize with Hevo.
-
Under Settings, click Connection security.
-
Create a Firewall Rule:
-
Specify a firewall rule Name.
-
Specify Hevo’s IP addresses in the Start IP and End IP fields as per your region.
Note: As Hevo has specific IP addresses and not a range, the value in the Start IP and End IP fields is the same.
-
Click Save.
-
Repeat this step to add the IP address for each applicable Hevo region.
Create a Database User and Grant Privileges
1. Create a database user (optional)
Perform the following steps to create a user in your Azure PostgreSQL database:
-
Connect to your Azure PostgreSQL database instance as a user with admin privilege using an SQL client tool, such as psql.
-
Run the following command to create a database user:
CREATE ROLE <database_username> WITH LOGIN PASSWORD '<password>';
Note: Replace the placeholder values in the command above with your own. For example, <database_username> with hevouser.
2. Grant privileges to the user
The database user specified in the Hevo Pipeline must have the following privileges:
-
SELECT
-
USAGE
-
CONNECT
-
REPLICATION
To assign these privileges:
-
Connect to your Azure PostgreSQL database instance as a user with admin privilege using an SQL client tool, such as psql.
-
Run the following commands to grant privileges to the database user:
GRANT CONNECT ON DATABASE <database_name> to <database_username>;
GRANT USAGE ON SCHEMA <schema_name> TO <database_username>;
GRANT SELECT ON ALL TABLES IN SCHEMA <schema_name> TO <database_username>;
-
Alter the schema’s default privileges to grant SELECT
privileges on tables created in the future to the database user:
ALTER DEFAULT PRIVILEGES IN SCHEMA <schema_name> GRANT SELECT ON TABLES to <database_username>;
Note: If you want to use Log-based Incremental Replication, grant the REPLICATION
permission to the database user. Log in to the database as a user with admin privilege and run the following command:
ALTER ROLE <database_username> WITH REPLICATION;
Note: Replace the placeholder values in the commands above with your own. For example, <database_username> with hevouser.
Retrieve the Hostname and Port Number (Optional)
Note: The Azure PostgreSQL hostnames start with your database name and end with azure.com.
For example:
Host: postgres.database.azure.com
Port: 5432
To retrieve the hostname:
-
Log in to the Azure Portal.
-
Under Recent resources, select your Azure Database for PostgreSQL server.
-
In the Essentials panel, locate the Server name. Use this Server name as the hostname in Hevo while creating your Pipeline.
The default port is 5432.
Specify Azure PostgreSQL Connection Settings
Perform the following steps to configure Azure PostgreSQL as a Source in Hevo:
-
Click PIPELINES in the Navigation Bar.
-
Click + CREATE PIPELINE in the Pipelines List View.
-
In the Select Source Type page, select Azure PostgreSQL.
-
In the Configure your Azure PostgreSQL Source page, specify the following:
-
Pipeline Name: A unique name for your Pipeline, not exceeding 255 characters.
-
Select Server Type: The deployment mode of your Azure PostgreSQL server. This can be either Flexible Server or Single Server. Default value: Flexible Server.
-
Database Host: The Azure PostgreSQL host’s IP address or DNS. For example, postgres.database.azure.com.
Note: For a URL-based hostname, exclude the http://
or https://
part. For example, if the hostname URL is https://postgres.database.azure.com, enter postgres.database.azure.com.
-
Database Port: The port on which your Azure PostgreSQL server listens for connections. Default value: 5432.
-
Database User: The read-only user who has the permission to read tables in your database.
-
Database Password: The password for the read-only user.
-
Select an Ingestion Mode: The desired mode by which you want to ingest data from the Source. This section is expanded by default. However, you can collapse the section by clicking SEE LESS. Default value: Logical Replication.
The available ingestion modes are Logical Replication, Table, and Custom SQL. Additionally, the XMIN ingestion mode is available for Early Access. Logical Replication is the recommended ingestion mode and is selected by default.
Depending on the ingestion mode you select, you must configure the objects to be replicated. Refer to section, Object and Query Mode Settings for the steps to do this.
Note: For the Custom SQL ingestion mode, all Events loaded to the Destination are billable.
-
Database Name: The name of an existing database that you wish to replicate.
-
Schema Name (Optional): The schema in your database that holds the tables to be replicated. Default value: public.
Note: The Schema Name field is displayed only for Table and Custom SQL ingestion modes.
-
Connection Settings:
-
Connect through SSH: Enable this option to connect to Hevo using an SSH tunnel, instead of directly connecting your PostgreSQL database host to Hevo. This provides an additional level of security to your database by not exposing your PostgreSQL setup to the public. Read Connecting Through SSH.
If this option is turned off, you must whitelist Hevo’s IP addresses.
-
Use SSL: Enable this option to use an SSL-encrypted connection. Specify the following:
-
CA File: The file containing the SSL server certificate authority (CA).
-
Load all CA Certificates: If selected, Hevo loads all CA certificates (up to 50) from the uploaded CA file, else it loads only the first certificate.
Note: Select this check box if you have more than one certificate in your CA file.
-
Client Certificate: The client’s public key certificate file.
-
Client Key: The client’s private key file.
-
Advanced Settings
-
Load Historical Data: Applicable for Pipelines with Logical Replication mode.
If enabled, the entire table data is fetched during the first run of the Pipeline.
If disabled, Hevo loads only the data that was written in your database after the time of creation of the Pipeline.
-
Merge Tables: Applicable for Pipelines with Logical Replication mode.
If enabled, Hevo merges tables with the same name from different databases while loading the data to the warehouse. Hevo loads the Database Name field with each record.
If disabled, the database name is prefixed to each table name. Read How does the Merge Tables feature work?
-
Include New Tables in the Pipeline: Applicable for all ingestion modes except Custom SQL.
If enabled, Hevo automatically ingests data from tables created in the Source after the Pipeline has been built. These may include completely new tables or previously deleted tables that have been re-created in the Source.
If disabled, new and re-created tables are not ingested automatically. They are added in SKIPPED state in the objects list, in the Pipeline Overview page. You can include these objects post-Pipeline creation to ingest data.
You can change this setting later.
-
Click TEST CONNECTION. This button is enabled once you specify all the mandatory fields. Hevo’s underlying connectivity checker validates the connection settings you provide.
-
Click TEST & CONTINUE to proceed for setting up the Destination. This button is enabled once you specify all the mandatory fields.
Object and Query Mode Settings
Once you have specified the Source connection settings in Step 6 above, do one of the following:
-
For Pipelines configured with the Table or Logical Replication mode:
-
In the Select Objects page, select the objects you want to replicate and click CONTINUE.
Note:
-
Each object represents a table in your database.
-
From Release 2.19 onwards, for log-based Pipelines, you can keep the objects listed in the Select Objects page deselected by default. In this case, when you skip object selection, all objects are skipped for ingestion, and the Pipeline is created in the Active state. You can include the required objects post-Pipeline creation. Contact Hevo Support to enable this option for your team.
-
In the Configure Objects page, specify the query mode you want to use for each selected object.
Note: In Full Load mode, Hevo attempts to replicate the full table in a single run of the Pipeline, with an ingestion limit of 25 Million rows.
-
For Pipelines configured with the XMIN mode:
-
In the Select Objects page, select the objects you want to replicate.
Note:
-
Each object represents a table in your database.
-
For the selected objects, only new and updated records are ingested using the XMIN
column.
-
The Edit Config option is unavailable for the objects selected for XMIN-based ingestion. You cannot change the ingestion mode for these objects post-Pipeline creation.
-
Click CONTINUE.
-
For Pipelines configured with the Custom SQL mode:
-
In the Provide Query Settings page, enter the custom SQL query to fetch data from the Source.
-
In the Query Mode drop-down, select the query mode, and click CONTINUE.
Data Replication
For Teams Created |
Ingestion Mode |
Default Ingestion Frequency |
Minimum Ingestion Frequency |
Maximum Ingestion Frequency |
Custom Frequency Range (in Hrs) |
Before Release 2.21 |
Table |
15 Mins |
15 Mins |
24 Hrs |
1-24 |
|
Log-based |
5 Mins |
5 Mins |
1 Hr |
NA |
After Release 2.21 |
Table |
6 Hrs |
30 Mins |
24 Hrs |
1-24 |
|
Log-based |
30 Mins |
30 Mins |
12 Hrs |
1-24 |
Note: The custom frequency must be set in hours as an integer value. For example, 1, 2, or 3 but not 1.5 or 1.75.
-
Historical Data: In the first run of the Pipeline, Hevo ingests all available data for the selected objects from your Source database.
-
Incremental Data: Once the historical load is complete, data is ingested as per the ingestion frequency.
Read the detailed Hevo documentation for the following related topics:
Source Considerations
-
If you add a column with a default value to a table in PostgreSQL, entries with it are created in the WAL only for the rows that are added or updated after the column is added. As a result, in the case of log-based Pipelines, Hevo cannot capture the column value for the unchanged rows. To capture those values, you need to:
-
PostgreSQL versions 15.8 and below do not support logical replication on read replicas. This feature is available starting from version 16.
-
For new Azure PostgreSQL databases, SSL connections may be enforced. To turn off SSL connections, do the following:
-
Log in to the Azure Portal.
-
Under Resources, Recent tab, select the database for which you want to turn off the SSL connection mode. For example, postgresql-docs in the image below.
-
In the left navigation pane of your <Database Name> page, under Settings, click Connection security.
-
In the right pane, under SSL settings, toggle the Enforce SSL connection option to DISABLED and click Save.
-
When you delete a row in the Source table, its XMIN value is deleted as well. As a result, for Pipelines created with the XMIN ingestion mode, Hevo cannot track deletes in the Source object(s). To capture deletes, you need to restart the historical load for the respective object.
-
XMIN is a system-generated column in PostgreSQL, and it cannot be indexed. Hence, to identify the updated rows in Pipelines created with the XMIN ingestion mode, Hevo scans the entire table. This action may lead to slower data ingestion and increased processing overheads on your PostgreSQL database host. Due to this, Hevo recommends that you create the Pipeline in the Logical Replication mode.
Note: The XMIN limitations specified above are applicable only to Pipelines created using the XMIN ingestion mode, which is currently available for Early Access.
Limitations
-
The data type Array in the Source is automatically mapped to Varchar at the Destination. No other mapping is currently supported.
-
Hevo does not support data replication from foreign tables, temporary tables, and views.
-
If your Source data has indexes (indices) and constraints, you must recreate them in your Destination table, as Hevo does not replicate them from the Source. It only creates the existing primary keys.
-
Hevo does not set the __hevo_marked_deleted
field to True for data deleted from the Source table using the TRUNCATE command. This could result in a data mismatch between the Source and Destination tables.
-
Hevo does not support Azure Database for PostgreSQL - Flexible Server.
-
Hevo supports only RSA-based keys for establishing SSL connections. RSA is an encryption algorithm used for certificate private keys. You must ensure that your SSL certificates and keys are RSA-based.
See Also
Revision History
Refer to the following table for the list of key updates made to this page:
Date |
Release |
Description of Change |
Sep-30-2024 |
NA |
Updated the Source Considerations section to add information about the logical replication support for read replicas . |
Jun-27-2024 |
NA |
Updated section, Limitations to add information about Hevo supporting only RSA-based keys. |
May-30-2024 |
NA |
- Reorganized section, Create a database user for consistency, - Updated section, Grant privileges to the user to add all the necessary permissions. |
Apr-29-2024 |
NA |
Updated section, Specify Azure PostgreSQL Connection Settings to include more detailed steps. |
Apr-15-2024 |
2.22.2 |
Updated section, Specify Azure PostgreSQL Connection Settings to add information about support for flexible server and single server deployment modes. |
Mar-18-2024 |
2.21.2 |
Updated section, Specify Azure PostgreSQL Connection Settings to add information about the Load all CA certificates option. |
Mar-05-2024 |
2.21 |
Added the Data Replication section. |
Feb-05-2024 |
NA |
Updated sections, Specify Azure PostgreSQL Connection Settings and Object and Query Mode Settings to add information about the XMIN ingestion mode. |
Jan-22-2024 |
2.19.2 |
Updated section, Object and Query Mode Settings to add a note about the enhanced object selection flow available for log-based Pipelines. |
Jan-10-2024 |
NA |
- Updated section, Source Considerations to add information about limitations of XMIN query mode. - Removed mentions of XMIN as a query mode. |
Nov-03-2023 |
NA |
Renamed section, Object Settings to Object and Query Mode Settings. |
Oct-11-2023 |
NA |
Updated section, Limitations to add information about Hevo not supporting Azure Database for PostgreSQL - Flexible Server. |
Oct-03-2023 |
NA |
Updated sections: -Set up Log-based Incremental Replication to reflect the changed Azure PostgreSQL UI, - Specify Azure PostgreSQL Connection Settings to describe the schema name displayed in Table and Custom SQL ingestion modes, - Source Considerations to add information about logical replication not supported on read replicas, and - Limitations to add limitations about data replicated by Hevo. |
Sep-19-2023 |
NA |
Updated section, Limitations to add information about Hevo not supporting data replication from certain tables. |
Jun-26-2023 |
NA |
Added section, Source Considerations. |
Apr-21-2023 |
NA |
Updated section, Specify Azure PostgreSQL Connection Settings to add a note to inform users that all loaded Events are billable for Custom SQL mode-based Pipelines. |
Mar-09-2023 |
2.09 |
Updated section, Specify Azure PostgreSQL Connection Settings to mention about SEE MORE in the Select an Ingestion Mode section. |
Dec-19-2022 |
2.04 |
Updated section, Specify Azure PostgreSQL Connection Settings to add information that you must specify all fields to create a Pipeline. |
Dec-07-2022 |
2.03 |
Updated section, Specify Azure PostgreSQL Connection Settings to mention about including skipped objects post-Pipeline creation. |
Dec-07-2022 |
2.03 |
Updated section, Specify Azure PostgreSQL Connection Settings to mention about the connectivity checker. |
Jul-04-2022 |
NA |
- Added sections, Specify Azure PostgreSQL Connection Settings and Object Settings. |
Jan-24-2022 |
1.80 |
Removed from Limitations that Hevo does not support UUID datatype as primary key. |
Sep-09-2021 |
1.71 |
Updated the section, Limitations to include information about columns with the UUID data type not being supported as a primary key. |
Sep-06-2021 |
NA |
Updated the section, Limitations to remove the mention of SSL login not being supported, as it is supported now. |
Feb-22-2021 |
1.57 |
Added sections: - Create a Read Replica - Create a User and Grant Privileges - Retrieve the Hostname and Port Number. |