From 4e4be01ad6197e44b3f2374552c88a587fad01d1 Mon Sep 17 00:00:00 2001 From: seblum <64776588+seblum@users.noreply.github.com> Date: Sun, 11 Jun 2023 12:08:22 +0200 Subject: [PATCH] Added pipeline graph to deployment usage (#11) --- .../09.2-Deployment-Usage_Pipeline-Workflow.md | 2 +- .../use-case-pipeline-graph.png | Bin 0 -> 103744 bytes 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 manuscript/images/09-Deployment-Usage/use-case-pipeline-graph.png diff --git a/manuscript/09.2-Deployment-Usage_Pipeline-Workflow.md b/manuscript/09.2-Deployment-Usage_Pipeline-Workflow.md index abe08fe..7093ee0 100644 --- a/manuscript/09.2-Deployment-Usage_Pipeline-Workflow.md +++ b/manuscript/09.2-Deployment-Usage_Pipeline-Workflow.md @@ -16,7 +16,7 @@ To execute the pipeline steps, the Airflow Docker Operator is employed, which en Once the model is in the serving phase, a Streamlit app is deployed for applying inference on new data. -![DAG pipeline](images/09-Deployment-Usage/DAG-pipeline.png) +![](images/09-Deployment-Usage/use-case-pipeline-graph.png) The code below defines the `ml_pipeline_dag` function as an Airflow DAG using the `dag` decorator. Each step of the pipeline, including data preprocessing, model training, model comparison, and serving the best model, is represented as a separate task with the `@task` decorator. Dependencies between these tasks are established by passing the output of one task as an argument to the next task. 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