DuckDB

danger

This destination is meant to be used on a local workstation and won't work on Kubernetes

Overview

DuckDB is an in-process SQL OLAP database management system and this destination is meant to use locally if you have multiple smaller sources such as GitHub repos, some social media and local CSVs or files you want to run analytics workloads on.

This destination writes data to a file on the local filesystem on the host running Airbyte. By default, data is written to /tmp/airbyte_local. To change this location, modify the LOCAL_ROOT environment variable for Airbyte.

Sync Overview

Output schema

If you set Normalization, source data will be normalized to a tabular form. Let's say you have a source such as GitHub with nested JSONs; the Normalization ensures you end up with tables and columns. Suppose you have a many-to-many relationship between the users and commits. Normalization will create separate tables for it. The end state is the third normal form (3NF).

Each table will contain 3 columns:

• _airbyte_ab_id: a uuid assigned by Airbyte to each event that is processed.
• _airbyte_emitted_at: a timestamp representing when the event was pulled from the data source.
• _airbyte_data: a json blob representing with the event data.

Features

Feature	Supported
Full Refresh Sync	Yes
Incremental - Append Sync	Yes
Incremental - Append + Deduped	No
Namespaces	No

Performance consideration

This integration will be constrained by the speed at which your filesystem accepts writes.

Getting Started

The destination_path will always start with /local whether it is specified by the user or not. Any directory nesting within local will be mapped onto the local mount.

By default, the LOCAL_ROOT env variable in the .env file is set /tmp/airbyte_local.

The local mount is mounted by Docker onto LOCAL_ROOT. This means the /local is substituted by /tmp/airbyte_local by default.

caution

Please make sure that Docker Desktop has access to /tmp (and /private on a MacOS, as /tmp has a symlink that points to /private. It will not work otherwise). You allow it with "File sharing" in Settings -> Resources -> File sharing -> add the one or two above folder and hit the "Apply & restart" button.

Example:

• If destination_path is set to /local/destination.duckdb
• the local mount is using the /tmp/airbyte_local default
• then all data will be written to /tmp/airbyte_local/destination.duckdb.

Access Replicated Data Files

If your Airbyte instance is running on the same computer that you are navigating with, you can open your browser and enter file:///tmp/airbyte_local to look at the replicated data locally. If the first approach fails or if your Airbyte instance is running on a remote server, follow the following steps to access the replicated files:

1. Access the scheduler container using docker exec -it airbyte-server bash
2. Navigate to the default local mount using cd /tmp/airbyte_local
3. Navigate to the replicated file directory you specified when you created the destination, using cd /{destination_path}
4. Execute duckdb {filename} to access the data in a particular database file.

You can also copy the output file to your host machine, the following command will copy the file to the current working directory you are using:

docker cp airbyte-server:/tmp/airbyte_local/{destination_path} .

Note: If you are running Airbyte on Windows with Docker backed by WSL2, you have to use similar step as above or refer to this link for an alternative approach.

Changelog

Version	Date	Pull Request	Subject
0.1.0	2022-10-14	17494	New DuckDB destination