The vertica adapter plugin for dbt (data build tool)
Project description
dbt-vertica
Built on dbt 0.21.0
Uses vertica-python to connect to Vertica database.
Changes
0.21.0
- Add
unique_field
property on connection.
0.20.2
- Added SSL options.
0.20.1
- Added the required changes from dbt 0.19.0. Details found here.
- Added support for the MERGE command for incremental loading isntead of DELETE+INSERT
Install
pip install dbt-vertica
You don't need to install dbt separately. Installing dbt-vertica
will also install dbt-core
and vertica-python
.
Sample Profile Configuration
your-profile:
outputs:
dev:
type: vertica # Don't change this!
host: vertica-host-name
port: 5433 # or your custom port (optional)
username: your-username
password: your-password
database: vertica-database-name
schema: your-default-schema
target: dev
By default, dbt-vertica
will request ConnectionLoadBalance=true
(which is generally a good thing), and set a session label of dbt_your-username
.
There are three options for SSL: ssl
, ssl_env_cafile
, and ssl_uri
.
See their use in the code here.
Reach out!
First off, I would not have been able to make this adapater if the smart folks at Fishtown Analytics didn't make it so easy. That said, it seems every database has its own little quirks. I ran into several different issues when adapting the macros to Vertica. If you find something not working right, please open an issue (assuming it has to do with the adapter and not dbt itself).
Also, I would be excited to hear about anyone who is able to benefit from using dbt with Vertica. (Just open an issue to leave me a comment.)
Develop
Run a local Vertica instance like:
docker run -p 5433:5433 jbfavre/vertica:9.2.0-7_centos-7
You need the pytest dbt adapter:
pip3 install pytest-dbt-adapter==0.5.0
Run tests via:
pytest tests/integration.dbtspec
# run an individual test with increased logging:
pytest tests/integration.dbtspec::test_dbt_base -xs --ff
Project details
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