Source PostgreSQL database

This section contains information about:

  • The behavior of how Datastream handles data that's being pulled from a source PostgreSQL database
  • The versions of PostgreSQL database that Datastream supports
  • An overview of how to setup a source PostgreSQL database so that data can be streamed from it to a destination
  • Known limitations for using PostgreSQL database as a source

Behavior

The source PostgreSQL database relies upon its logical decoding feature. Logical decoding exposes all changes committed to the database and allows consuming and processing these changes in a user-friendly format using an output plugin. Datastream uses the pgoutput plugin, which is the standard PostgreSQL logical decoding plugin for PostgreSQL 10 and later.

  • All schemas or specific schemas from a given PostgreSQL source, as well as all tables from the schema or specific tables, can be selected.
  • All historical data is replicated.
  • All data manipulation language (DML) changes, such as inserts, updates, and deletes from the specified databases and tables, are replicated.
  • Only committed changes are replicated.
  • If you define a REPLICA IDENTITY on a table, Datastream treats the specified columns as primary keys.

Versions

Datastream supports PostgreSQL version 10 and later.

Datastream supports the following types of PostgreSQL database:

  • Self-hosted PostgreSQL
  • Cloud SQL for PostgreSQL
  • AlloyDB for PostgreSQL
  • AlloyDB Omni
  • Amazon RDS for PostgreSQL
  • Amazon Aurora PostgreSQL

Known limitations

Known limitations for using Datastream with a PostgreSQL database as a source include:

  • Streams are limited to 10,000 tables.
  • A table that has more than 500 million rows can't be backfilled unless the following conditions are met:
    1. The table has a unique B-tree index.
    2. The index doesn't include columns of the following types: DOUBLE, FLOAT, MONEY, REAL, JSON, JSONB, BYTEA, TXID, XML or geometric data types.
    3. None of the columns of the index are nullable.
    4. All columns of the index are in ascending order, or all columns of the index are in descending order.
    5. All columns of the index are included in the stream.
  • Tables without primary keys must have a REPLICA IDENTITY. Otherwise, only INSERT events are replicated to the destination.
  • Datastream can't replicate from a read replica instance, because PostgreSQL doesn't support logical decoding in read replicas.
  • Not all changes to the source schema can be detected automatically, in which case data corruption may occur. The following schema changes may cause data corruption or failure to process the events downstream:
    • Dropping columns.
    • Adding columns to the middle of a table.
    • Changing the data type of a column.
    • Reordering columns.
    • Dropping tables (relevant if the same table is then recreated with new data added).
  • Datastream doesn't support columns of the geometric data types.
  • Datastream doesn't support columns of the range data types.
  • Datastream doesn't support arrays of unsupported data types, arrays of user-defined data types (including ENUM) or arrays of DATE, TIMESTAMP or TIMESTAMP WITH TIME ZONE data types. Such columns are ignored.
  • Datastream doesn't support replicating UPDATE events for rows which include TOAST values in columns that are part of the table's replica identity. Such events are discarded.
  • Datastream doesn't support replicating rows which include JSON or JSONB values with more than 2950 nested objects. Events containing such JSON or JSONB values aren't replicated to the destination database.
  • Datastream doesn't support replicating rows which include NaN values in NUMERIC (precision, scale) columns. The values in such columns are replaced with NULL values.
  • Datastream doesn't support replicating columns of the hstore data type. The values in such columns are replaced with NULL values.
  • Datastream doesn't support SSL/TLS connections which require client certificates.
  • Datastream doesn't support replicating non-ASCII records from a SQL_ASCII encoded source database. Such records are discarded.
  • Datastream doesn't support replicating tables with Row-Level Security (RLS) policies defined. For information about how to bypass this limitation, see PostgreSQL source behavior and limitations.
  • Datastream doesn't capture changes made to generated columns.

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