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PostgreSQL

Bring tables and views from a PostgreSQL database into your warehouse, on a schedule, with optional incremental reads.

Before you start

You need three things on the PostgreSQL side: a server sanda can reach, a login that can only read, and sanda's address allowed through your firewall.

  • A reachable server. PostgreSQL 11 or newer. sanda connects from the internet, so the host name must resolve on the public internet. A private address, or a name that only works inside your network, is refused before sanda tries. For a database on a private network, see the SSH tunnel tip below.
  • The connection details. The host name, the port (5432 unless you changed it) and the name of the database.
  • A read-only role. sanda only ever reads. Give it a role of its own, so its access is easy to see and easy to revoke. Run this once, as a role that can create roles:
A read-only role for sanda
create role becca_reader login password 'use-a-long-random-password';
grant connect on database acme to becca_reader;
grant usage on schema public to becca_reader;
grant select on all tables in schema public to becca_reader;
alter default privileges in schema public
  grant select on tables to becca_reader;

Replace acme with your database name. Repeat the last three statements for every other schema you want in sanda. The last statement covers tables created later, but only those created by the role that runs it. Run it as the role that creates your tables, or add for role and that role's name after alter default privileges.

  • sanda's address allowed. Add sanda's fixed address to the firewall or security group that protects the database, and to pg_hba.conf if you restrict logins by address. See Allowlist sanda's address.

Connect PostgreSQL

  1. Choose PostgreSQL. Go to Data · Connections, press New connection and pick PostgreSQL.
  2. Say where the database is. Enter the host name alone in Host, with no port and no postgres:// prefix, and the name of the database in Database Name. Port sits under Advanced settings and starts at 5432.
  3. Enter the login. Put the role's name in Username and its password in Password.
  4. Check the encryption. Under Advanced settings, SSL Mode opens on require, which always encrypts the connection. Choose verify-ca or verify-full if sanda should also check the server's certificate. Both then ask for the CA certificate.
  5. Continue. Press Continue, name the connection, and press Read schema. sanda signs in and lists the tables the role can read. If it fails, the message says why. See Troubleshoot connections.

The rest of the flow, naming the connection, setting a frequency and choosing streams, is the same for every source. See Add a connection.

What syncs

sanda reads the tables and views in the schemas you allow. Schemas sits under Advanced settings. Leave it empty to read every schema the role can see, or list the ones you want. The names are case sensitive. Each table you choose becomes a stream, and lands in your warehouse as its own table.

Check Table and Column Access Privileges is on by default. During schema discovery sanda tests each table individually and leaves out any the role cannot read. A table missing from the stream list usually means the role lacks select on it.

How changes are found

Update Method, under Advanced settings, decides how sanda can tell what has changed since the last run. It opens on Scan Changes with User Defined Cursor, the one that needs nothing set up on your database.

Update Method How it finds changes Sees deletes What your database needs
Scan Changes with User Defined Cursor Reads the rows whose cursor column, such as updated_at, has moved since the last run No select only. You pick the cursor for each table in the stream list
Detect Changes with Xmin System Column Uses PostgreSQL's built-in xmin system column, so no cursor column is needed No select only. Suited to databases without heavy write loads. It does not read views
Read Changes using Change Data Capture (CDC) Reads PostgreSQL's write-ahead log through logical replication Yes wal_level = logical, a replication slot, a publication and a role with the replication attribute

A table left on a full refresh mode is read whole on every run and replaced, so it does reflect deletes at the source, at the cost of reading everything each time. See sync modes.

Tips

  • Start with the schemas that matter. You can widen the selection later without redoing anything.
  • Read the big tables incrementally. The first run reads every table you choose in full. For a large table, switch to an incremental mode and choose a cursor column that only moves forward, such as updated_at. See choose what to sync.
  • Prefer a read replica. If you have one, point sanda at it so syncs never compete with your application. A replica that lags hands sanda older data. Change data capture from a replica needs PostgreSQL 16.1 or later and extra configuration on the server, so it normally runs against the primary.
  • Reach a private database through a tunnel. SSH Tunnel Method sits under Advanced settings, with SSH Key Authentication and Password Authentication options. The jump server has to be reachable from the internet, and it needs sanda's address allowed, exactly as a database would. See Allowlist sanda's address.
  • Azure Entra sign-in. If your server signs in with a Microsoft Entra service principal, turn on Azure Entra Service Principal Authentication under Advanced settings. Password then holds the service principal's client secret, and you also fill in Azure Entra Tenant Id and Azure Entra Client Id.

Set up change data capture

Only do this if you need deletes captured and can change server settings. It needs wal_level = logical in the server configuration, which takes a restart. On a managed service that is usually a setting in the provider's console instead. Then, as a privileged role:

Prepare PostgreSQL for change data capture
alter role becca_reader replication;
select pg_create_logical_replication_slot('becca_slot', 'pgoutput');
create publication becca_pub for table public.orders, public.customers;

Choose Read Changes using Change Data Capture (CDC) under Update Method in Advanced settings, and enter becca_slot in Replication Slot and becca_pub in Publication. A table without a primary key needs alter table your_table replica identity full, or PostgreSQL refuses updates and deletes on it once it is in a publication.

Configuration fields

What the connection form asks for. Required fields are marked; the rest are optional.

Field Type Required Description
Host string Yes Hostname of the database.
Port integer Yes Port of the database. Defaults to 5432. Default 5432.
Database Name string Yes The name of the database to connect to.
Username string Yes The username which is used to access the database.
Password string, secret No The password associated with the username.
Azure Entra Service Principal Authentication boolean No Interpret password as a client secret for a Microsoft Entra service principal. Default false.
Azure Entra Tenant Id string No If using Entra service principal, the ID of the tenant.
Azure Entra Client Id string No If using Entra service principal, the application ID of the service principal.
SSL Mode one of 6 options No The encryption method which is used when communicating with the database.
Schemas array No The list of schemas to sync from. Case sensitive. Empty means all schemas.
JDBC URL Parameters (Advanced) string No Additional properties to pass to the JDBC URL string when connecting to the database formatted as 'key=value' pairs separated by the symbol '&'. (example: key1=value1&key2=value2&key3=value3).
SSH Tunnel Method one of 3 options Yes Whether to initiate an SSH tunnel before connecting to the database, and if so, which kind of authentication to use.
Update Method one of 3 options Yes Configures how data is extracted from the database.
Check Table and Column Access Privileges boolean No When this feature is enabled, during schema discovery the connector will query each table or view individually to check access privileges and inaccessible tables, views, or columns therein will be removed. In large schemas, this might cause schema discovery to take too long, in which case it might be advisable to disable this feature. Default true.
Checkpoint Target Time Interval integer No How often (in seconds) a stream should checkpoint, when possible. Default 300.
Max Concurrent Queries to Database integer No Maximum number of concurrent queries to the database. Leave empty to let becca optimize performance.

SSL Mode

The encryption method which is used when communicating with the database.

Choose one of the following. Each asks for its own fields.

disable

No further fields.

allow

No further fields.

prefer

No further fields.

require

No further fields.

verify-ca

Field Type Required Description
CA certificate string, secret Yes
Client certificate File string, secret No Client certificate (this is not a required field, but if you want to use it, you will need to add the Client key as well).
Client Key string, secret No Client key (this is not a required field, but if you want to use it, you will need to add the Client certificate as well).
Client key password string, secret No Password for keystorage. This field is optional. If you do not add it, the password will be generated automatically.

verify-full

Field Type Required Description
CA certificate string, secret Yes
Client certificate File string, secret No Client certificate (this is not a required field, but if you want to use it, you will need to add the Client key as well).
Client Key string, secret No Client key (this is not a required field, but if you want to use it, you will need to add the Client certificate as well).
Client key password string, secret No Password for keystorage. This field is optional. If you do not add it, the password will be generated automatically.

SSH Tunnel Method

Whether to initiate an SSH tunnel before connecting to the database, and if so, which kind of authentication to use.

Choose one of the following. Each asks for its own fields.

No Tunnel

No further fields.

SSH Key Authentication

Field Type Required Description
SSH Tunnel Jump Server Host string Yes Hostname of the jump server host that allows inbound ssh tunnel.
SSH Connection Port integer Yes Port on the proxy/jump server that accepts inbound ssh connections. Default 22.
SSH Login Username string Yes OS-level username for logging into the jump server host.
SSH Private Key string, secret Yes OS-level user account ssh key credentials in RSA PEM format ( created with ssh-keygen -t rsa -m PEM -f myuser_rsa ).

Password Authentication

Field Type Required Description
SSH Tunnel Jump Server Host string Yes Hostname of the jump server host that allows inbound ssh tunnel.
SSH Connection Port integer Yes Port on the proxy/jump server that accepts inbound ssh connections. Default 22.
SSH Login Username string Yes OS-level username for logging into the jump server host.
Password string, secret Yes OS-level password for logging into the jump server host.

Update Method

Configures how data is extracted from the database.

Choose one of the following. Each asks for its own fields.

Read Changes using Change Data Capture (CDC)

Field Type Required Description
Replication Slot string Yes A plugin logical replication slot.
Publication string Yes A Postgres publication used for consuming changes.
Initial Waiting Time in Seconds (Advanced) integer No The amount of time the connector will wait when it launches to determine if there is new data to sync or not. Defaults to 1200 seconds. Valid range: 120 seconds to 2400 seconds. Default 1200.
LSN commit behavior string No Determines when becca should flush the LSN of processed WAL logs in the source database. After loading Data in the destination is default. If While reading Data is selected, in case of a downstream failure (while loading data into the destination), next sync would result in a full sync. One of While reading Data, After loading Data in the destination. Default After loading Data in the destination.
Debezium heartbeat query (Advanced) string No Specifies a query that the connector executes on the source database when the connector sends a heartbeat message.
Initial Load Timeout in Hours (Advanced) integer No The amount of time an initial load is allowed to continue for before catching up on CDC events. Default 8.
Debezium Engine Shutdown Timeout in Seconds (Advanced) integer No The amount of time to allow the Debezium Engine to shut down, in seconds. Default 60.

Detect Changes with Xmin System Column

No further fields.

Scan Changes with User Defined Cursor

No further fields.

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