Month: December 2023

Pipeline code walk through – Introduction to Pipelines and Kubeflow-2

Step 6: Pipeline construction Run the following codes to define the pipeline with the custom components and the other GCP components. Important points about the following code are: DISPLAY_NAME = ‘image_boat_classification’@kfp.dsl.pipeline(name=”image-classification”,pipeline_root=pipeline_folder)def pipeline(gcs_source: str = “gs://pipeline_automl/class_labels.csv”,display_name: str = DISPLAY_NAME,project: str = PROJECT_ID,gcp_region: str = “us-central1”,api_endpoint: str = “us-central1-aiplatform.googleapis.com”,thresholds_dict_str: str = ‘{“auPrc”: 0.60}’,):First componentdataset_create_op = gcc_aip.ImageDatasetCreateOp(project=project, display_name=display_name,