Terjemahan disediakan oleh mesin penerjemah. Jika konten terjemahan yang diberikan bertentangan dengan versi bahasa Inggris aslinya, utamakan versi bahasa Inggris.
Mengotomatisasi Amazon SageMaker dengan Amazon EventBridge
Amazon EventBridge memantau peristiwa perubahan status di Amazon SageMaker. EventBridge memungkinkan Anda untuk mengotomatisasi SageMaker dan merespons secara otomatis peristiwa seperti perubahan status pekerjaan pelatihan atau perubahan status titik akhir. Acara dari SageMaker dikirim ke EventBridge dalam waktu dekat. Anda dapat menulis aturan sederhana untuk menunjukkan kejadian mana yang sesuai kepentingan Anda, dan tindakan otomatis apa yang diambil ketika suatu kejadian sesuai dengan suatu aturan. Untuk contoh cara membuat aturan, lihatJadwalkan Pipeline dengan Amazon EventBridge.
catatan
SageMaker dapat mengirim beberapa acara EventBridge untuk setiap perubahan status. Perilaku ini diharapkan dan tidak selalu menunjukkan kesalahan.
Beberapa contoh tindakan yang dapat dipicu secara otomatis termasuk yang berikut:
-
Memanggil fungsi AWS Lambda
-
Memanggil Perintah Amazon EC2 Run
-
Mengirim peristiwa ke Amazon Kinesis Data Streams
-
Mengaktifkan mesin AWS Step Functions negara
-
Memberi tahu SNS topik Amazon atau antrian AWS SMS
SageMaker peristiwa yang dipantau oleh EventBridge
- SageMaker perubahan status model
- Perubahan status pekerjaan pelatihan
- Perubahan status pekerjaan tuning hyperparameter
- Ubah perubahan status pekerjaan
- Perubahan status titik akhir
- Perubahan status grup fitur
- Perubahan status paket model
- Perubahan status eksekusi pipa
- Perubahan status langkah pipa
- Memproses perubahan status pekerjaan
- SageMaker perubahan status gambar
- SageMaker perubahan status versi gambar
- Perubahan status penerapan titik akhir
- Perubahan status kartu model
SageMaker perubahan status model
Menunjukkan perubahan keadaan SageMaker model. Status berubah ketika SageMaker model dibuat atau dihapus.
{ "source": ["aws.sagemaker"], "detail-type": ["SageMaker Model State Change"] "Resources" : ["arn:aws:sagemaker:us-east-1:123456789012:model/model-name"] }
Jika model ditentukan di bawahResources
, peristiwa akan dihasilkan dan dikirim ke EventBridge saat keadaan model ini berubah. Jika Anda tidak menentukan nilai untukResources
, peristiwa akan muncul ketika status salah satu SageMaker model yang terkait dengan akun Anda berubah.
Perubahan status pekerjaan pelatihan
Menunjukkan perubahan status pekerjaan SageMaker pelatihan.
Jika nilainya TrainingJobStatus
adalahFailed
, acara berisi FailureReason
bidang, yang memberikan deskripsi mengapa pekerjaan pelatihan gagal.
{ "version": "0", "id": "844e2571-85d4-695f-b930-0153b71dcb42", "detail-type": "SageMaker Training Job State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2018-10-06T12:26:13Z", "region": "us-east-1", "resources": [ "arn:aws:sagemaker:us-east-1:123456789012:training-job/kmeans-1" ], "detail": { "TrainingJobName": "89c96cc8-dded-4739-afcc-6f1dc936701d", "TrainingJobArn": "arn:aws:sagemaker:us-east-1:123456789012:training-job/kmeans-1", "TrainingJobStatus": "Completed", "SecondaryStatus": "Completed", "HyperParameters": { "Hyper": "Parameters" }, "AlgorithmSpecification": { "TrainingImage": "TrainingImage", "TrainingInputMode": "TrainingInputMode" }, "RoleArn": "arn:aws:iam::123456789012:role/SMRole", "InputDataConfig": [ { "ChannelName": "Train", "DataSource": { "S3DataSource": { "S3DataType": "S3DataType", "S3Uri": "S3Uri", "S3DataDistributionType": "S3DataDistributionType" } }, "ContentType": "ContentType", "CompressionType": "CompressionType", "RecordWrapperType": "RecordWrapperType" } ], "OutputDataConfig": { "KmsKeyId": "KmsKeyId", "S3OutputPath": "S3OutputPath" }, "ResourceConfig": { "InstanceType": "InstanceType", "InstanceCount": 3, "VolumeSizeInGB": 20, "VolumeKmsKeyId": "VolumeKmsKeyId" }, "VpcConfig": { }, "StoppingCondition": { "MaxRuntimeInSeconds": 60 }, "CreationTime": "1583831889050", "TrainingStartTime": "1583831889050", "TrainingEndTime": "1583831889050", "LastModifiedTime": "1583831889050", "SecondaryStatusTransitions": [ ], "Tags": { } } }
Perubahan status pekerjaan tuning hyperparameter
Menunjukkan perubahan status pekerjaan tuning SageMaker hyperparameter.
{ "version": "0", "id": "844e2571-85d4-695f-b930-0153b71dcb42", "detail-type": "SageMaker HyperParameter Tuning Job State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2018-10-06T12:26:13Z", "region": "us-east-1", "resources": [ "arn:aws:sagemaker:us-east-1:123456789012:tuningJob/x" ], "detail": { "HyperParameterTuningJobName": "016bffd3-6d71-4d3a-9710-0a332b2759fc", "HyperParameterTuningJobArn": "arn:aws:sagemaker:us-east-1:123456789012:tuningJob/x", "TrainingJobDefinition": { "StaticHyperParameters": {}, "AlgorithmSpecification": { "TrainingImage": "trainingImageName", "TrainingInputMode": "inputModeFile", "MetricDefinitions": [ { "Name": "metricName", "Regex": "regex" } ] }, "RoleArn": "roleArn", "InputDataConfig": [ { "ChannelName": "channelName", "DataSource": { "S3DataSource": { "S3DataType": "s3DataType", "S3Uri": "s3Uri", "S3DataDistributionType": "s3DistributionType" } }, "ContentType": "contentType", "CompressionType": "gz", "RecordWrapperType": "RecordWrapper" } ], "VpcConfig": { "SecurityGroupIds": [ "securityGroupIds" ], "Subnets": [ "subnets" ] }, "OutputDataConfig": { "KmsKeyId": "kmsKeyId", "S3OutputPath": "s3OutputPath" }, "ResourceConfig": { "InstanceType": "instanceType", "InstanceCount": 10, "VolumeSizeInGB": 500, "VolumeKmsKeyId": "volumeKeyId" }, "StoppingCondition": { "MaxRuntimeInSeconds": 3600 } }, "HyperParameterTuningJobStatus": "status", "CreationTime": "1583831889050", "LastModifiedTime": "1583831889050", "TrainingJobStatusCounters": { "Completed": 1, "InProgress": 0, "RetryableError": 0, "NonRetryableError": 0, "Stopped": 0 }, "ObjectiveStatusCounters": { "Succeeded": 1, "Pending": 0, "Failed": 0 }, "Tags": {} } }
Ubah perubahan status pekerjaan
Menunjukkan perubahan status pekerjaan transformasi SageMaker batch.
Jika nilainya TransformJobStatus
adalahFailed
, acara berisi FailureReason
bidang, yang memberikan deskripsi mengapa pekerjaan pelatihan gagal.
{ "version": "0", "id": "844e2571-85d4-695f-b930-0153b71dcb42", "detail-type": "SageMaker Transform Job State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2018-10-06T12:26:13Z", "region": "us-east-1", "resources": ["arn:aws:sagemaker:us-east-1:123456789012:transform-job/myjob"], "detail": { "TransformJobName": "4b52bd8f-e034-4345-818d-884bdd7c9724", "TransformJobArn": "arn:aws:sagemaker:us-east-1:123456789012:transform-job/myjob", "TransformJobStatus": "another status... GO", "FailureReason": "failed why 1", "ModelName": "i am a beautiful model", "MaxConcurrentTransforms": 5, "MaxPayloadInMB": 10, "BatchStrategy": "Strategizing...", "Environment": { "environment1": "environment2" }, "TransformInput": { "DataSource": { "S3DataSource": { "S3DataType": "s3DataType", "S3Uri": "s3Uri" } }, "ContentType": "content type", "CompressionType": "compression type", "SplitType": "split type" }, "TransformOutput": { "S3OutputPath": "s3Uri", "Accept": "accept", "AssembleWith": "assemblyType", "KmsKeyId": "kmsKeyId" }, "TransformResources": { "InstanceType": "instanceType", "InstanceCount": 3 }, "CreationTime": "2018-10-06T12:26:13Z", "TransformStartTime": "2018-10-06T12:26:13Z", "TransformEndTime": "2018-10-06T12:26:13Z", "Tags": {} } }
Perubahan status titik akhir
Menunjukkan perubahan status titik akhir inferensi real-time yang SageMaker dihosting.
Berikut ini menunjukkan peristiwa dengan titik akhir di IN_SERVICE
negara bagian.
{ "version": "0", "id": "d2921b5a-b0ad-cace-a8e3-0f159d018e06", "detail-type": "SageMaker Endpoint State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "1583831889050", "region": "us-west-2", "resources": [ "arn:aws:sagemaker:us-west-2:123456789012:endpoint/myendpoint" ], "detail": { "EndpointName": "MyEndpoint", "EndpointArn": "arn:aws:sagemaker:us-west-2:123456789012:endpoint/myendpoint", "EndpointConfigName": "MyEndpointConfig", "ProductionVariants": [ { "DesiredWeight": 1.0, "DesiredInstanceCount": 1.0 } ], "EndpointStatus": "IN_SERVICE", "CreationTime": 1592411992203.0, "LastModifiedTime": 1592411994287.0, "Tags": { } } }
Perubahan status grup fitur
Menunjukkan perubahan baik dalam FeatureGroupStatus
OfflineStoreStatus
atau grup SageMaker fitur.
{ "version": "0", "id": "93201303-abdb-36a4-1b9b-4c1c3e3671c0", "detail-type": "SageMaker Feature Group State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2021-01-26T01:22:01Z", "region": "us-east-1", "resources": [ "arn:aws:sagemaker:us-east-1:123456789012:feature-group/sample-feature-group" ], "detail": { "FeatureGroupArn": "arn:aws:sagemaker:us-east-1:123456789012:feature-group/sample-feature-group", "FeatureGroupName": "sample-feature-group", "RecordIdentifierFeatureName": "RecordIdentifier", "EventTimeFeatureName": "EventTime", "FeatureDefinitions": [ { "FeatureName": "RecordIdentifier", "FeatureType": "Integral" }, { "FeatureName": "EventTime", "FeatureType": "Fractional" } ], "CreationTime": 1611624059000, "OnlineStoreConfig": { "EnableOnlineStore": true }, "OfflineStoreConfig": { "S3StorageConfig": { "S3Uri": "s3://offline/s3/uri" }, "DisableGlueTableCreation": false, "DataCatalogConfig": { "TableName": "sample-feature-group-1611624059", "Catalog": "AwsDataCatalog", "Database": "sagemaker_featurestore" } }, "RoleArn": "arn:aws:iam::123456789012:role/SageMakerRole", "FeatureGroupStatus": "Active", "Tags": {} } }
Perubahan status paket model
Menunjukkan perubahan status paket SageMaker model.
{ "version": "0", "id": "844e2571-85d4-695f-b930-0153b71dcb42", "detail-type": "SageMaker Model Package State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2021-02-24T17:00:14Z", "region": "us-east-2", "resources": [ "arn:aws:sagemaker:us-east-2:123456789012:model-package/versionedmp-p-idy6c3e1fiqj/2" ], "source": [ "aws.sagemaker" ], "detail": { "ModelPackageGroupName": "versionedmp-p-idy6c3e1fiqj", "ModelPackageVersion": 2, "ModelPackageArn": "arn:aws:sagemaker:us-east-2:123456789012:model-package/versionedmp-p-idy6c3e1fiqj/2", "CreationTime": "2021-02-24T17:00:14Z", "InferenceSpecification": { "Containers": [ { "Image": "257758044811.dkr.ecr.us-east-2.amazonaws.com/sagemaker-xgboost:1.0-1-cpu-py3", "ImageDigest": "sha256:4dc8a7e4a010a19bb9e0a6b063f355393f6e623603361bd8b105f554d4f0c004", "ModelDataUrl": "s3://sagemaker-project-p-idy6c3e1fiqj/versionedmp-p-idy6c3e1fiqj/AbaloneTrain/pipelines-4r83jejmhorv-TrainAbaloneModel-xw869y8C4a/output/model.tar.gz" } ], "SupportedContentTypes": [ "text/csv" ], "SupportedResponseMIMETypes": [ "text/csv" ] }, "ModelPackageStatus": "Completed", "ModelPackageStatusDetails": { "ValidationStatuses": [], "ImageScanStatuses": [] }, "CertifyForMarketplace": false, "ModelApprovalStatus": "Rejected", "MetadataProperties": { "GeneratedBy": "arn:aws:sagemaker:us-east-2:123456789012:pipeline/versionedmp-p-idy6c3e1fiqj/execution/4r83jejmhorv" }, "ModelMetrics": { "ModelQuality": { "Statistics": { "ContentType": "application/json", "S3Uri": "s3://sagemaker-project-p-idy6c3e1fiqj/versionedmp-p-idy6c3e1fiqj/script-2021-02-24-10-55-15-413/output/evaluation/evaluation.json" } } }, "LastModifiedTime": "2021-02-24T17:00:14Z" } }
Perubahan status eksekusi pipa
Menunjukkan perubahan status eksekusi SageMaker pipeline.
currentPipelineExecutionStatus
dan previousPipelineExecutionStatus
dapat menjadi salah satu nilai berikut:
-
Melaksanakan
-
Berhasil
-
Failed
-
Stopping
-
Dihentikan
{ "version": "0", "id": "315c1398-40ff-a850-213b-158f73kd93ir", "detail-type": "SageMaker Model Building Pipeline Execution Status Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2021-03-15T16:10:11Z", "region": "us-east-1", "resources": ["arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123", "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123/execution/p4jn9xou8a8s"], "detail": { "pipelineExecutionDisplayName": "SomeDisplayName", "currentPipelineExecutionStatus": "Succeeded", "previousPipelineExecutionStatus": "Executing", "executionStartTime": "2021-03-15T16:03:13Z", "executionEndTime": "2021-03-15T16:10:10Z", "pipelineExecutionDescription": "SomeDescription", "pipelineArn": "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123", "pipelineExecutionArn": "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123/execution/p4jn9xou8a8s" } }
Perubahan status langkah pipa
Menunjukkan perubahan status langkah SageMaker pipa.
Jika ada cache hit, acara berisi cacheHitResult
bidang. currentStepStatus
dan previousStepStatus
dapat menjadi salah satu nilai berikut:
-
Starting
-
Melaksanakan
-
Berhasil
-
Failed
-
Stopping
-
Dihentikan
Jika nilainya currentStepStatus
adalahFailed
, acara berisi failureReason
bidang, yang memberikan deskripsi mengapa langkah gagal.
{ "version": "0", "id": "ea37ccbb-5e2b-05e9-4073-1daazc940304", "detail-type": "SageMaker Model Building Pipeline Execution Step Status Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2021-03-15T16:10:10Z", "region": "us-east-1", "resources": ["arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123", "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123/execution/p4jn9xou8a8s"], "detail": { "metadata": { "processingJob": { "arn": "arn:aws:sagemaker:us-east-1:123456789012:processing-job/pipelines-p4jn9xou8a8s-myprocessingstep1-tmgxry49ug" } }, "stepStartTime": "2021-03-15T16:03:14Z", "stepEndTime": "2021-03-15T16:10:09Z", "stepName": "myprocessingstep1", "stepType": "Processing", "previousStepStatus": "Executing", "currentStepStatus": "Succeeded", "pipelineArn": "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123", "pipelineExecutionArn": "arn:aws:sagemaker:us-east-1:123456789012:pipeline/myPipeline-123/execution/p4jn9xou8a8s" } }
Memproses perubahan status pekerjaan
Menunjukkan perubahan status pekerjaan SageMaker Pemrosesan.
Contoh peristiwa berikut adalah untuk pekerjaan Pemrosesan yang gagal, di mana ProcessingJobStatus
nilainyaFailed
.
{ "version": "0", "id": "0a15f67d-aa23-0123-0123-01a23w89r01t", "detail-type": "SageMaker Processing Job State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2019-05-31T21:49:54Z", "region": "us-east-1", "resources": ["arn:aws:sagemaker:us-west-2:037210630506:processing-job/integ-test-analytics-algo-54ee3282-5899-4aa3-afc2-7ce1d02"], "detail": { "ProcessingInputs": [{ "InputName": "InputName", "S3Input": { "S3Uri": "s3://input/s3/uri", "LocalPath": "/opt/ml/processing/input/local/path", "S3DataType": "MANIFEST_FILE", "S3InputMode": "PIPE", "S3DataDistributionType": "FULLYREPLICATED" } }], "ProcessingOutputConfig": { "Outputs": [{ "OutputName": "OutputName", "S3Output": { "S3Uri": "s3://output/s3/uri", "LocalPath": "/opt/ml/processing/output/local/path", "S3UploadMode": "CONTINUOUS" } }], "KmsKeyId": "KmsKeyId" }, "ProcessingJobName": "integ-test-analytics-algo-54ee3282-5899-4aa3-afc2-7ce1d02", "ProcessingResources": { "ClusterConfig": { "InstanceCount": 3, "InstanceType": "ml.c5.xlarge", "VolumeSizeInGB": 5, "VolumeKmsKeyId": "VolumeKmsKeyId" } }, "StoppingCondition": { "MaxRuntimeInSeconds": 2000 }, "AppSpecification": { "ImageUri": "012345678901.dkr.ecr.us-west-2.amazonaws.com/processing-uri:latest" }, "NetworkConfig": { "EnableInterContainerTrafficEncryption": true, "EnableNetworkIsolation": false, "VpcConfig": { "SecurityGroupIds": ["SecurityGroupId1", "SecurityGroupId2", "SecurityGroupId3"], "Subnets": ["Subnet1", "Subnet2"] } }, "RoleArn": "arn:aws:iam::037210630506:role/SageMakerPowerUser", "ExperimentConfig": {}, "ProcessingJobArn": "arn:aws:sagemaker:us-west-2:037210630506:processing-job/integ-test-analytics-algo-54ee3282-5899-4aa3-afc2-7ce1d02", "ProcessingJobStatus":"Failed", "FailureReason":"InternalServerError: We encountered an internal error. Please try again.", "ProcessingEndTime":1704320746000, "ProcessingStartTime":1704320734000, "LastModifiedTime":1704320746000, "CreationTime":1704320199000 } }
SageMaker perubahan status gambar
Menunjukkan perubahan status SageMaker gambar.
{ "version": "0", "id": "cee033a3-17d8-49f8-865f-b9ebf485d9ee", "detail-type": "SageMaker Image State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2021-04-29T01:29:59Z", "region": "us-east-1", "resources": ["arn:aws:sagemaker:us-west-2:123456789012:image/cee033a3-17d8-49f8-865f-b9ebf485d9ee"], "detail": { "ImageName": "cee033a3-17d8-49f8-865f-b9ebf485d9ee", "ImageArn": "arn:aws:sagemaker:us-west-2:123456789012:image/cee033a3-17d8-49f8-865f-b9ebf485d9ee", "ImageStatus": "Creating", "Version": 1.0, "Tags": {} } }
SageMaker perubahan status versi gambar
Menunjukkan perubahan status versi SageMaker gambar.
{ "version": "0", "id": "07fc4615-ebd7-15fc-1746-243411f09f04", "detail-type": "SageMaker Image Version State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2021-04-29T01:29:59Z", "region": "us-east-1", "resources": ["arn:aws:sagemaker:us-west-2:123456789012:image-version/07800032-2d29-48b7-8f82-5129225b2a85"], "detail": { "ImageArn": "arn:aws:sagemaker:us-west-2:123456789012:image/a70ff896-c832-4fe8-add6-eba25a0f43e6", "ImageVersionArn": "arn:aws:sagemaker:us-west-2:123456789012:image-version/07800032-2d29-48b7-8f82-5129225b2a85", "ImageVersionStatus": "Creating", "Version": 1.0, "Tags": {} } }
Untuk informasi selengkapnya tentang nilai status dan artinya untuk SageMaker pekerjaan, titik akhir, dan saluran pipa, lihat tautan berikut:
Untuk informasi selengkapnya, lihat Panduan EventBridge Pengguna Amazon.
Perubahan status penerapan titik akhir
penting
Contoh berikut mungkin tidak berfungsi untuk semua titik akhir. Untuk daftar fitur yang mungkin mengecualikan titik akhir Anda, lihat Pengecualian halaman.
Menunjukkan perubahan status untuk penerapan titik akhir. Contoh berikut menunjukkan pemutakhiran endpoint dengan penerapan kenari biru/hijau.
{ "version": "0", "id": "0bd4a141-0a02-9d8a-f977-3924c3fb259c", "detail-type": "SageMaker Endpoint Deployment State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2021-10-25T01:52:12Z", "region": "us-west-2", "resources": [ "arn:aws:sagemaker:us-west-2:651393343886:endpoint/sample-endpoint" ], "detail": { "EndpointName": "sample-endpoint", "EndpointArn": "arn:aws:sagemaker:us-west-2:651393343886:endpoint/sample-endpoint", "EndpointConfigName": "sample-endpoint-config-1", "ProductionVariants": [ { "VariantName": "AllTraffic", "CurrentWeight": 1, "DesiredWeight": 1, "CurrentInstanceCount": 3, "DesiredInstanceCount": 3 } ], "EndpointStatus": "UPDATING", "CreationTime": 1635195148181, "LastModifiedTime": 1635195148181, "Tags": {}, "PendingDeploymentSummary": { "EndpointConfigName": "sample-endpoint-config-2", "StartTime": Timestamp, "ProductionVariants": [ { "VariantName": "AllTraffic", "CurrentWeight": 1, "DesiredWeight": 1, "CurrentInstanceCount": 1, "DesiredInstanceCount": 3, "VariantStatus": [ { "Status": "Baking", "StatusMessage": "Baking for 600 seconds (TerminationWaitInSeconds) with traffic enabled on canary capacity of 1 instance(s).", "StartTime": 1635195269181, } ] } ] } } }
Contoh berikut menunjukkan perubahan status untuk penerapan titik akhir, yang sedang diperbarui dengan kapasitas baru pada konfigurasi titik akhir yang ada.
{ "version": "0", "id": "0bd4a141-0a02-9d8a-f977-3924c3fb259c", "detail-type": "SageMaker Endpoint Deployment State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2021-10-25T01:52:12Z", "region": "us-west-2", "resources": [ "arn:aws:sagemaker:us-west-2:651393343886:endpoint/sample-endpoint" ], "detail": { "EndpointName": "sample-endpoint", "EndpointArn": "arn:aws:sagemaker:us-west-2:651393343886:endpoint/sample-endpoint", "EndpointConfigName": "sample-endpoint-config-1", "ProductionVariants": [ { "VariantName": "AllTraffic", "CurrentWeight": 1, "DesiredWeight": 1, "CurrentInstanceCount": 3, "DesiredInstanceCount": 6, "VariantStatus": [ { "Status": "Updating", "StatusMessage": "Scaling out desired instance count to 6.", "StartTime": 1635195269181, } ] } ], "EndpointStatus": "UPDATING", "CreationTime": 1635195148181, "LastModifiedTime": 1635195148181, "Tags": {}, }
Status penerapan sekunder berikut juga tersedia untuk titik akhir (ditemukan di objek. VariantStatus
-
Creating
: membuat instance untuk varian produksi.Contoh pesan:
"Launching X instance(s)."
-
Deleting
: mengakhiri instance untuk varian produksi.Contoh pesan:
"Terminating X instance(s)."
-
Updating
: memperbarui kapasitas untuk varian produksi.Contoh pesan:
"Launching X instance(s)."
,"Scaling out desired instance count to X."
-
ActivatingTraffic
: mengaktifkan lalu lintas untuk varian produksi.Contoh pesan:
"Activating traffic on canary capacity of X instance(s)."
-
Baking
: masa tunggu untuk memantau CloudWatch alarm dalam konfigurasi auto-rollback.Contoh pesan:
"Baking for X seconds (TerminationWaitInSeconds) with traffic enabled on full capacity of Y instance(s)."
Perubahan status kartu model
Menunjukkan perubahan status Kartu SageMaker Model Amazon. Untuk informasi lebih lanjut tentang kartu model, lihatKartu SageMaker Model Amazon.
{ "version": "0", "id": "aa7a9c4f-2caa-4d04-a6de-e67227ba4302", "detail-type": "SageMaker Model Card State Change", "source": "aws.sagemaker", "account": "123456789012", "time": "2022-11-30T00:00:00Z", "region": "us-east-1", "resources": [ "arn:aws:sagemaker:us-east-1:123456789012:model-card/example-card" ], "detail": { "ModelCardVersion": 2, "LastModifiedTime": "2022-12-03T00:09:44.893854735Z", "LastModifiedBy": { "DomainId": "us-east-1", "UserProfileArn": "arn:aws:sagemaker:us-east-1:123456789012:user-profile/user", "UserProfileName": "user" }, "CreationTime": "2022-12-03T00:09:33.084Z", "CreatedBy": { "DomainId": "us-east-1", "UserProfileArn": "arn:aws:sagemaker:us-east-1:123456789012:user-profile/user", "UserProfileName": "user" }, "ModelCardName": "example-card", "ModelId": "example-model", "ModelCardStatus": "Draft", "AccountId": "123456789012", "SecurityConfig": {} } }