Python library to analyse thread utilisation for dbt runs.
Project description
dbt Run Analyser
This package can help you analyse your dbt runs, and help you ensure you're using your threads most optimal.
Installation
pip install dbt-run-analyser
Example
See a set of examples in the plot.ipynb file.
Using the CLI
The dbt-run-analyser CLI allows you to analyze your dbt run logs and manifest files to gain insights into your dbt runs. Here is a basic example of how to use the CLI:
-
Plot Run Times: To plot the run times of your dbt models, use the following command:
dbt-run-analyser plot-run-times "path/to/manifest.json" "path/to/dbt_run.log"
-
Plot Critical Path: Show the critical path through the run:
dbt-run-analyser plot-critical-path "path/to/manifest.json" "path/to/dbt_run.log" --model "order_wide"
Replace "path/to/manifest.json" and "path/to/dbt_run.log" with the actual paths to your dbt manifest file and run log file, respectively.
Functionalities to come
- cli interface.
- Improvements/decrease in run time if threads are added or removed.
- Identification of bottlenecks.
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