I started to migrate some of your transformations jobs to DBT. As you can see on the image bellow, there is usually 1 to 2 transformations before to have our final table (up to 5 transformations in some cases).
What I am trying to achieve is to do dbt run only for a set on linked model. For instance, sales_prediction and forecast. I am currently able to run either for everything with dbt run or just speficif model using dbt run --select model_name

Dbt allows syntax of
+ before the model name)+ after the model name)+model_name+)In your case dbt run --select +forecast should do the trick
Also check the documentation of the + operator.
In addition to the + operator, incase you just need to run multiple unrelated models by specifying their names, you can do so as such:
dbt run --select my_first_model my_second_model
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