Introduction
A separate database plugin to support PostgreSQL-specific features and configurations.
Use-Case
- Users can choose and install PostgreSQL source and sink plugins.
- Users should see PostgreSQL logo on plugin configuration page for better experience.
- Users should get relevant information from the tool tip:
- The tool tip for the connection string should be customized specifically to the PostgreSQL database,
- The tool tip should describe accurately what each field is used for.
- User should get a performance comparable to Sqoop by utilizing sqoop libraries for the data ingestion and egress.
- Users should not have to specify any redundant configuration (ex: JDBC type in source plugin, columns in the sink plugin).
- Users should get field level lineage for the source and sink that is being used.
- Reference documentation should be updated to account for the changes.
- The source code for PostgreSQL database plugin should be placed in repo under data-integrations org.
- Integration tests for PostgreSQL database plugin should be added in the test repo.
- The data pipeline using source and sink plugins should run on both mapreduce and spark engines.
User Stories
- User should be able to install PostgreSQL specific database source and sink plugins from the Hub
- Users should have each tool tip accurately describe what each field does
- Users should get field level lineage information for the PostgreSQL source and sink
- Users should get a performance comparable to Sqoop when ingesting data from PostgreSQL and while writing data to PostgreSQL (within ~15% of the time taken for sqoop)
- Users should be able to setup a pipeline avoiding specifying redundant information
- Users should get updated reference document for PostgreSQL source and sink
- Users should be able to read all the DB types
Plugin Type
- Batch Source
- Batch Sink
- Real-time Source
- Real-time Sink
- Action
- Post-Run Action
- Aggregate
- Join
- Spark Model
- Spark Compute
Design Tips
PostgreSQL connector reference: https://jdbc.postgresql.org/download/postgresql-9.4.1211.jar
Existing database plugins: https://github.com/cdapio/hydrator-plugins/tree/develop/database-plugins
PostgreSQL datatypes mappings and conversions:
Design
The suggestion is to create maven submodule PostgreSQL under database-plugins repo.
Sink Properties
| User Facing Name | Type | Description | Constraints |
|---|---|---|---|
| Label | String | Label for UI | |
| Reference Name | String | Uniquely identified name for lineage | |
| Host | String | PostgreSQL host | Required (defaults to localhost on UI) |
| Port | Number | Specific port where PostgreSQL running on | Optional (default 5432) |
| Database | String | Database name to connect | Required |
| Import Query | String | Query for import data | Valid SQL query |
| Username | String | DB username | Required |
| Password | Password | User password | Required |
| Bounding Query | String | Returns max and min of split-By Filed | Valid SQL query |
| Split-By Field Name | String | Field name which will be used to generate splits | |
| Number of Splits to Generate | Number | Number of splits to generate | |
| Transaction Isolation Level | Select | Transaction isolation level for queries run by this sink | |
| Connection Arguments | Keyvalue | A list of arbitrary string tag/value pairs as connection arguments, list of properties https://jdbc.postgresql.org/documentation/head/connect.html#connection-parameters | |
| Table Name | String | Name of a database table to write to |
Source Properties
| User Facing Name | Type | Description | Constraints |
|---|---|---|---|
| Label | String | Label for UI | |
| Reference Name | String | Uniquely identified name for lineage | |
| Host | String | PostgreSQL host | Required (defaults to localhost on UI) |
| Port | Number | Specific port where PostgreSQL running on | Optional (default 5432) |
| Database | String | Database name to connect | Required |
| Import Query | String | Query for import data | Valid SQL query |
| Username | String | DB username | Required |
| Password | String | User password | Required |
| Bounding Query | String | Returns max and min of split-By Filed | Valid SQL query |
| Split-By Field Name | String | Field name which will be used to generate splits | |
| Number of Splits to Generate | Number | Number of splits to generate | |
| Transaction Isolation Level | Select | Transaction isolation level for queries run by this sink | |
| Connection Arguments | Keyvalue | A list of arbitrary string tag/value pairs as connection arguments, list of properties https://jdbc.postgresql.org/documentation/head/connect.html#connection-parameters |
Action Properties
| User Facing Name | Type | Description | Constraints |
|---|---|---|---|
| Label | String | Label for UI | |
| Host | String | PostgreSQL host | Required (defaults to localhost on UI) |
| Port | Number | Specific port where PostgreSQL running on | Optional (default 5432) |
| Database | String | Database name to connect | Required |
| Username | String | DB username | Required |
| Password | String | User password | Required |
| Connection Arguments | Keyvalue | A list of arbitrary string tag/value pairs as connection arguments, list of properties https://jdbc.postgresql.org/documentation/head/connect.html#connection-parameters | |
| Database Command | String | Database command to run | Valid SQL query |
Approach
Create a module postgresql-plugin in database-plugins project, reuse existing database-plugins code if possible. Add PostgreSQL-specific properties to configuration, add support for PostgreSQL-specific datatypes. Update UI widgets JSON definitions.
Pipeline Samples
API changes
Deprecated Programmatic APIs
database-plugins is moved to Data Integrations
UI Impact or Changes
Configurable database properties are presented as named text fields instead of arbitrary key value pairs. PostgreSQL source and sink are separate entries with PostgreSQL logo in source and sink lists.
Test Scenarios
TODO
Releases
Release X.Y.Z
Related Work
Future work
Oracle database plugin