r/sagemaker_mlflow_tracking_server - new resource

.changelog/39796.txt

@@ -0,0 +1,3 @@
+```release-note:new-resource
+aws_sagemaker_mlflow_tracking_server
+```

internal/service/sagemaker/exports_test.go

@@ -19,6 +19,7 @@ var (
 	ResourceHumanTaskUI                            = resourceHumanTaskUI
 	ResourceImage                                  = resourceImage
 	ResourceImageVersion                           = resourceImageVersion
+	ResourceMlflowTrackingServer                   = resourceMlflowTrackingServer
 	ResourceModel                                  = resourceModel
 	ResourceModelPackageGroup                      = resourceModelPackageGroup
 	ResourceModelPackageGroupPolicy                = resourceModelPackageGroupPolicy
@@ -47,6 +48,7 @@ var (
 	FindHumanTaskUIByName                     = findHumanTaskUIByName
 	FindImageByName                           = findImageByName
 	FindImageVersionByName                    = findImageVersionByName
+	FindMlflowTrackingServerByName            = findMlflowTrackingServerByName
 	FindModelByName                           = findModelByName
 	FindModelPackageGroupByName               = findModelPackageGroupByName
 	FindModelPackageGroupPolicyByName         = findModelPackageGroupPolicyByName

internal/service/sagemaker/mlflow_tracking_server.go

@@ -0,0 +1,250 @@
+// Copyright (c) HashiCorp, Inc.
+// SPDX-License-Identifier: MPL-2.0
+
+package sagemaker
+
+import (
+	"context"
+	"log"
+
+	"github.com/aws/aws-sdk-go-v2/aws"
+	"github.com/aws/aws-sdk-go-v2/service/sagemaker"
+	awstypes "github.com/aws/aws-sdk-go-v2/service/sagemaker/types"
+	"github.com/hashicorp/terraform-plugin-sdk/v2/diag"
+	"github.com/hashicorp/terraform-plugin-sdk/v2/helper/retry"
+	"github.com/hashicorp/terraform-plugin-sdk/v2/helper/schema"
+	"github.com/hashicorp/terraform-provider-aws/internal/conns"
+	"github.com/hashicorp/terraform-provider-aws/internal/enum"
+	"github.com/hashicorp/terraform-provider-aws/internal/errs"
+	"github.com/hashicorp/terraform-provider-aws/internal/errs/sdkdiag"
+	tftags "github.com/hashicorp/terraform-provider-aws/internal/tags"
+	"github.com/hashicorp/terraform-provider-aws/internal/tfresource"
+	"github.com/hashicorp/terraform-provider-aws/internal/verify"
+	"github.com/hashicorp/terraform-provider-aws/names"
+)
+
+// @SDKResource("aws_sagemaker_mlflow_tracking_server", name="Mlflow Tracking Server")
+// @Tags(identifierAttribute="arn")
+func resourceMlflowTrackingServer() *schema.Resource {
+	return &schema.Resource{
+		CreateWithoutTimeout: resourceMlflowTrackingServerCreate,
+		ReadWithoutTimeout:   resourceMlflowTrackingServerRead,
+		UpdateWithoutTimeout: resourceMlflowTrackingServerUpdate,
+		DeleteWithoutTimeout: resourceMlflowTrackingServerDelete,
+		Importer: &schema.ResourceImporter{
+			StateContext: schema.ImportStatePassthroughContext,
+		},
+
+		Schema: map[string]*schema.Schema{
+			names.AttrARN: {
+				Type:     schema.TypeString,
+				Computed: true,
+			},
+			"artifact_store_uri": {
+				Type:         schema.TypeString,
+				Required:     true,
+				ValidateFunc: validModelDataURL,
+			},
+			names.AttrRoleARN: {
+				Type:         schema.TypeString,
+				Required:     true,
+				ForceNew:     true,
+				ValidateFunc: verify.ValidARN,
+			},
+			"tracking_server_name": {
+				Type:     schema.TypeString,
+				Required: true,
+				ForceNew: true,
+			},
+			"mlflow_version": {
+				Type:     schema.TypeString,
+				Optional: true,
+				Computed: true,
+				ForceNew: true,
+			},
+			"tracking_server_url": {
+				Type:     schema.TypeString,
+				Computed: true,
+			},
+			"automatic_model_registration": {
+				Type:     schema.TypeBool,
+				Optional: true,
+				Default:  false,
+			},
+			"tracking_server_size": {
+				Type:             schema.TypeString,
+				Optional:         true,
+				Default:          awstypes.TrackingServerSizeS,
+				ValidateDiagFunc: enum.Validate[awstypes.TrackingServerSize](),
+			},
+			"weekly_maintenance_window_start": {
+				Type:     schema.TypeString,
+				Optional: true,
+				Computed: true,
+			},
+			names.AttrTags:    tftags.TagsSchema(),
+			names.AttrTagsAll: tftags.TagsSchemaComputed(),
+		},
+
+		CustomizeDiff: verify.SetTagsDiff,
+	}
+}
+
+func resourceMlflowTrackingServerCreate(ctx context.Context, d *schema.ResourceData, meta interface{}) diag.Diagnostics {
+	var diags diag.Diagnostics
+	conn := meta.(*conns.AWSClient).SageMakerClient(ctx)
+
+	name := d.Get("tracking_server_name").(string)
+	input := &sagemaker.CreateMlflowTrackingServerInput{
+		TrackingServerName:         aws.String(name),
+		ArtifactStoreUri:           aws.String(d.Get("artifact_store_uri").(string)),
+		RoleArn:                    aws.String(d.Get(names.AttrRoleARN).(string)),
+		AutomaticModelRegistration: aws.Bool(d.Get("automatic_model_registration").(bool)),
+		TrackingServerSize:         awstypes.TrackingServerSize(d.Get("tracking_server_size").(string)),
+		Tags:                       getTagsIn(ctx),
+	}
+
+	if v, ok := d.GetOk("mlflow_version"); ok {
+		input.MlflowVersion = aws.String(v.(string))
+	}
+
+	if v, ok := d.GetOk("weekly_maintenance_window_start"); ok {
+		input.WeeklyMaintenanceWindowStart = aws.String(v.(string))
+	}
+
+	_, err := conn.CreateMlflowTrackingServer(ctx, input)
+	if err != nil {
+		return sdkdiag.AppendErrorf(diags, "creating SageMaker Mlflow Tracking Server %s: %s", name, err)
+	}
+
+	d.SetId(name)
+
+	if _, err := waitMlflowTrackingServerCreated(ctx, conn, d.Id()); err != nil {
+		return sdkdiag.AppendErrorf(diags, "waiting for SageMaker Mlflow Tracking Server (%s) to delete: %s", d.Id(), err)
+	}
+
+	return append(diags, resourceMlflowTrackingServerRead(ctx, d, meta)...)
+}
+
+func resourceMlflowTrackingServerRead(ctx context.Context, d *schema.ResourceData, meta interface{}) diag.Diagnostics {
+	var diags diag.Diagnostics
+	conn := meta.(*conns.AWSClient).SageMakerClient(ctx)
+
+	output, err := findMlflowTrackingServerByName(ctx, conn, d.Id())
+
+	if !d.IsNewResource() && tfresource.NotFound(err) {
+		d.SetId("")
+		log.Printf("[WARN] Unable to find SageMaker Mlflow Tracking Server (%s); removing from state", d.Id())
+		return diags
+	}
+
+	if err != nil {
+		return sdkdiag.AppendErrorf(diags, "reading SageMaker Mlflow Tracking Server (%s): %s", d.Id(), err)
+	}
+
+	d.Set("tracking_server_name", output.TrackingServerName)
+	d.Set(names.AttrARN, output.TrackingServerArn)
+	d.Set("artifact_store_uri", output.ArtifactStoreUri)
+	d.Set(names.AttrRoleARN, output.RoleArn)
+	d.Set("mlflow_version", output.MlflowVersion)
+	d.Set("tracking_server_size", output.TrackingServerSize)
+	d.Set("weekly_maintenance_window_start", output.WeeklyMaintenanceWindowStart)
+	d.Set("tracking_server_url", output.TrackingServerUrl)
+	d.Set("automatic_model_registration", output.AutomaticModelRegistration)
+
+	return diags
+}
+
+func resourceMlflowTrackingServerUpdate(ctx context.Context, d *schema.ResourceData, meta interface{}) diag.Diagnostics {
+	var diags diag.Diagnostics
+	conn := meta.(*conns.AWSClient).SageMakerClient(ctx)
+
+	if d.HasChangesExcept(names.AttrTags, names.AttrTagsAll) {
+		input := &sagemaker.UpdateMlflowTrackingServerInput{
+			TrackingServerName: aws.String(d.Id()),
+		}
+
+		if d.HasChange("artifact_store_uri") {
+			if v, ok := d.GetOk("artifact_store_uri"); ok {
+				input.ArtifactStoreUri = aws.String(v.(string))
+			}
+		}
+
+		if d.HasChange("automatic_model_registration") {
+			if v, ok := d.GetOk("automatic_model_registration"); ok {
+				input.AutomaticModelRegistration = aws.Bool(v.(bool))
+			}
+		}
+
+		if d.HasChange("tracking_server_size") {
+			if v, ok := d.GetOk("tracking_server_size"); ok {
+				input.TrackingServerSize = awstypes.TrackingServerSize(v.(string))
+			}
+		}
+
+		if d.HasChange("weekly_maintenance_window_start") {
+			if v, ok := d.GetOk("weekly_maintenance_window_start"); ok {
+				input.WeeklyMaintenanceWindowStart = aws.String(v.(string))
+			}
+		}
+
+		log.Printf("[DEBUG] SageMaker Mlflow Tracking Server update config: %#v", *input)
+		_, err := conn.UpdateMlflowTrackingServer(ctx, input)
+		if err != nil {
+			return sdkdiag.AppendErrorf(diags, "updating SageMaker Mlflow Tracking Server: %s", err)
+		}
+
+		if _, err := waitMlflowTrackingServerUpdated(ctx, conn, d.Id()); err != nil {
+			return sdkdiag.AppendErrorf(diags, "waiting for SageMaker Mlflow Tracking Server (%s) to update: %s", d.Id(), err)
+		}
+	}
+
+	return append(diags, resourceMlflowTrackingServerRead(ctx, d, meta)...)
+}
+
+func resourceMlflowTrackingServerDelete(ctx context.Context, d *schema.ResourceData, meta interface{}) diag.Diagnostics {
+	var diags diag.Diagnostics
+	conn := meta.(*conns.AWSClient).SageMakerClient(ctx)
+
+	input := &sagemaker.DeleteMlflowTrackingServerInput{
+		TrackingServerName: aws.String(d.Id()),
+	}
+
+	if _, err := conn.DeleteMlflowTrackingServer(ctx, input); err != nil {
+		if errs.IsA[*awstypes.ResourceNotFound](err) {
+			return diags
+		}
+		return sdkdiag.AppendErrorf(diags, "deleting SageMaker Mlflow Tracking Server (%s): %s", d.Id(), err)
+	}
+
+	if _, err := waitMlflowTrackingServerDeleted(ctx, conn, d.Id()); err != nil {
+		return sdkdiag.AppendErrorf(diags, "waiting for SageMaker Mlflow Tracking Server (%s) to delete: %s", d.Id(), err)
+	}
+
+	return diags
+}
+
+func findMlflowTrackingServerByName(ctx context.Context, conn *sagemaker.Client, name string) (*sagemaker.DescribeMlflowTrackingServerOutput, error) {
+	input := &sagemaker.DescribeMlflowTrackingServerInput{
+		TrackingServerName: aws.String(name),
+	}
+
+	output, err := conn.DescribeMlflowTrackingServer(ctx, input)
+
+	if errs.IsA[*awstypes.ResourceNotFound](err) {
+		return nil, &retry.NotFoundError{
+			LastError:   err,
+			LastRequest: input,
+		}
+	}
+
+	if err != nil {
+		return nil, err
+	}
+
+	if output == nil {
+		return nil, tfresource.NewEmptyResultError(input)
+	}
+
+	return output, nil
+}