From 7de7afd554e56cdd820d6cc65fdffdcd53a7367f Mon Sep 17 00:00:00 2001 From: The Magician Date: Tue, 19 Dec 2023 13:59:37 -0800 Subject: [PATCH] feat(vertexai): Support google_vertex_ai_feature_group (#9520) (#627) [upstream:49252d7a95dc28f660ad9be07c260f02e23d51fb] Signed-off-by: Modular Magician --- vertex_ai_feature_group/backing_file.tf | 15 +++++ vertex_ai_feature_group/main.tf | 43 ++++++++++++++ vertex_ai_feature_group/motd | 7 +++ vertex_ai_feature_group/tutorial.md | 79 +++++++++++++++++++++++++ 4 files changed, 144 insertions(+) create mode 100644 vertex_ai_feature_group/backing_file.tf create mode 100644 vertex_ai_feature_group/main.tf create mode 100644 vertex_ai_feature_group/motd create mode 100644 vertex_ai_feature_group/tutorial.md diff --git a/vertex_ai_feature_group/backing_file.tf b/vertex_ai_feature_group/backing_file.tf new file mode 100644 index 00000000..c60b1199 --- /dev/null +++ b/vertex_ai_feature_group/backing_file.tf @@ -0,0 +1,15 @@ +# This file has some scaffolding to make sure that names are unique and that +# a region and zone are selected when you try to create your Terraform resources. + +locals { + name_suffix = "${random_pet.suffix.id}" +} + +resource "random_pet" "suffix" { + length = 2 +} + +provider "google" { + region = "us-central1" + zone = "us-central1-c" +} diff --git a/vertex_ai_feature_group/main.tf b/vertex_ai_feature_group/main.tf new file mode 100644 index 00000000..27eddf0c --- /dev/null +++ b/vertex_ai_feature_group/main.tf @@ -0,0 +1,43 @@ + resource "google_vertex_ai_feature_group" "feature_group" { + name = "example_feature_group-${local.name_suffix}" + description = "A sample feature group" + region = "us-central1" + labels = { + label-one = "value-one" + } + big_query { + big_query_source { + # The source table must have a column named 'feature_timestamp' of type TIMESTAMP. + input_uri = "bq://${google_bigquery_table.sample_table.project}.${google_bigquery_table.sample_table.dataset_id}.${google_bigquery_table.sample_table.table_id}" + } + entity_id_columns = ["feature_id"] + } +} + +resource "google_bigquery_dataset" "sample_dataset" { + dataset_id = "job_load-${local.name_suffix}_dataset" + friendly_name = "test" + description = "This is a test description" + location = "US" +} + +resource "google_bigquery_table" "sample_table" { + deletion_protection = false + dataset_id = google_bigquery_dataset.sample_dataset.dataset_id + table_id = "job_load-${local.name_suffix}_table" + + schema = < + +Welcome to Terraform in Google Cloud Shell! We need you to let us know what project you'd like to use with Terraform. + + + +Terraform provisions real GCP resources, so anything you create in this session will be billed against this project. + +## Terraforming! + +Let's use {{project-id}} with Terraform! Click the Cloud Shell icon below to copy the command +to your shell, and then run it from the shell by pressing Enter/Return. Terraform will pick up +the project name from the environment variable. + +```bash +export GOOGLE_CLOUD_PROJECT={{project-id}} +``` + +After that, let's get Terraform started. Run the following to pull in the providers. + +```bash +terraform init +``` + +With the providers downloaded and a project set, you're ready to use Terraform. Go ahead! + +```bash +terraform apply +``` + +Terraform will show you what it plans to do, and prompt you to accept. Type "yes" to accept the plan. + +```bash +yes +``` + + +## Post-Apply + +### Editing your config + +Now you've provisioned your resources in GCP! If you run a "plan", you should see no changes needed. + +```bash +terraform plan +``` + +So let's make a change! Try editing a number, or appending a value to the name in the editor. Then, +run a 'plan' again. + +```bash +terraform plan +``` + +Afterwards you can run an apply, which implicitly does a plan and shows you the intended changes +at the 'yes' prompt. + +```bash +terraform apply +``` + +```bash +yes +``` + +## Cleanup + +Run the following to remove the resources Terraform provisioned: + +```bash +terraform destroy +``` +```bash +yes +```