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aws_legacy_credentials_and_S3/powershelllambdacode_145_0.txt
Update-LMFunctionCode -FunctionName MyFunction -BucketName mybucket -Key UpdatedCode.zip
aws_legacy_credentials_and_S3/AWSToolsLambdaComple_11_0.txt
# Auto-generated argument completers for parameters of SDK ConstantClass- derived type used in cmdlets. # Do not modify this file; it may be overwritten during version upgrades.
aws_legacy_credentials_and_S3/pstoolsec2sghtml_29_0.txt
## Creating a Security Group for EC2-VPC
aws_legacy_credentials_and_S3/pstoolsec2sghtml_48_0.txt
Find an AMI
aws_legacy_credentials_and_S3/powershelllambdacode_57_0.txt
* For API details, see [ GetPolicy ](https://docs.aws.amazon.com/powershell/latest/reference) in _AWS Tools for PowerShell Cmdlet Reference_ .
aws_legacy_credentials_and_S3/powershelllambdacode_2_0.txt
Actions
aws_legacy_credentials_and_S3/howtosetupanawslambd_17_0.txt
Since you'll be developing locally and publishing code to AWS Lambda, ensure you have the following installed on your local machine:
aws_legacy_credentials_and_S3/pstoolsec2sghtml_3_0.txt
# Create a Security Group Using Windows PowerShell
aws_legacy_credentials_and_S3/powershelllambdacode_29_0.txt
* For API details, see [ GetAlias ](https://docs.aws.amazon.com/powershell/latest/reference) in _AWS Tools for PowerShell Cmdlet Reference_ .
aws_legacy_credentials_and_S3/howtosetupanawslambd_33_0.txt
### Creating an IAM Role for the Lambda Function
aws_legacy_credentials_and_S3/pstoolsec2sghtml_41_0.txt
PS > (Get-EC2SecurityGroup -GroupIds sg-5d293231).IpPermissions
aws_legacy_credentials_and_S3/AWSToolsLambdaComple_52_0.txt
© 2024 Microsoft Corporation
aws_legacy_credentials_and_S3/AWSToolsLambdaComple_7_0.txt
Search PowerShell packages:
aws_legacy_credentials_and_S3/pstoolsec2sghtml_35_0.txt
To define the permissions for inbound traffic on TCP port 22 (SSH) and TCP port 3389, use the ` New-Object ` cmdlet. The following example script defines permissions for TCP ports 22 and 3389 from a single IP address, ` 203.0.113.25/32 ` .
aws_legacy_credentials_and_S3/powershelllambdacode_100_0.txt
**Example 1: This example creates a version for the existing snapshot of Lambda Function Code**
aws_legacy_credentials_and_S3/powershelllambdacode_39_0.txt
**Example 1: This example returns the version specific configuration of a Lambda Function.**
aws_legacy_credentials_and_S3/powershelllambdacode_93_0.txt
**Output:**
aws_legacy_credentials_and_S3/powershelllambdacode_64_0.txt
* For API details, see [ GetProvisionedConcurrencyConfig ](https://docs.aws.amazon.com/powershell/latest/reference) in _AWS Tools for PowerShell Cmdlet Reference_ .
aws_legacy_credentials_and_S3/powershelllambdacode_73_0.txt
Get-LMResourceTag -Resource "arn:aws:lambda:us-west-2:123456789012:function:MyFunction"
aws_legacy_credentials_and_S3/powershelllambdacode_134_0.txt
* For API details, see [ UntagResource ](https://docs.aws.amazon.com/powershell/latest/reference) in _AWS Tools for PowerShell Cmdlet Reference_ .
aws_legacy_credentials_and_S3/pstoolsec2sghtml_13_0.txt
###### Warning
aws_legacy_credentials_and_S3/pstoolsec2sghtml_36_0.txt
$ip1 = new-object Amazon.EC2.Model.IpPermission $ip1.IpProtocol = "tcp" $ip1.FromPort = 22 $ip1.ToPort = 22 $ip1.IpRanges.Add("203.0.113.25/32") $ip2 = new-object Amazon.EC2.Model.IpPermission $ip2.IpProtocol = "tcp" $ip2.FromPort = 3389 $ip2.ToPort = 3389 $ip2.IpRanges.Add("203.0.113.25/32") Grant-EC2SecurityGroupIngr...
aws_legacy_credentials_and_S3/powershelllambdacode_78_0.txt
** Tools for PowerShell **
google_protobuf/604925_107_0.txt
Reply posted on \--/--/---- --:-- AM
google_protobuf/comgooglecloudvertex_308_0.txt
public final GenerateContentResponse generateContent(GenerateContentRequest request)
google_protobuf/google_protobuf_23_12.txt
extension_handle_ ) ¶ Checks if a certain extension is present for this message. Extensions are retrieved using the ` Extensions ` mapping (if present). Parameters : **extension_handle** – The handle for the extension to check. Returns : Whether the extension is present for this message. Re...
google_protobuf/comgooglecloudvertex_42_0.txt
* com.google.cloud.vertexai.api.stub
google_protobuf/tabular_16_0.txt
To launch Jupyter, run jupyter notebook on the command-line in a terminal shell.
google_protobuf/PredictionServiceCli_193_0.txt
public boolean isTerminated()
google_protobuf/comgooglecloudvertex_451_0.txt
Sample code:
google_protobuf/comgooglecloudvertex_94_0.txt
* directPredictCallable()
google_protobuf/tabular_10_0.txt
If you are not using Colab or Vertex AI Workbench Notebooks, you must have the following in your environment to meet this notebook's requirements.
google_protobuf/comgooglecloudvertex_430_0.txt
### rawPredict(EndpointName endpoint, HttpBody httpBody)
google_protobuf/comgooglecloudvertex_86_0.txt
Perform a streaming online prediction with an arbitrary HTTP payload.
google_protobuf/comgooglecloudvertex_296_0.txt
The parameters that govern the prediction. The schema of the parameters may be specified via Endpoint's DeployedModels' Model's PredictSchemata's parameters_schema_uri .
google_protobuf/comgooglecloudvertex_78_0.txt
Request object method variants only take one parameter, a request object, which must be constructed before the call.
google_protobuf/PredictionServiceCli_23_0.txt
To customize credentials:
google_protobuf/604925_160_0.txt
Bronze 3
google_protobuf/comgooglecloudvertex_187_0.txt
[ java.lang.Object ](https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html) > PredictionServiceClient
google_protobuf/comgooglecloudvertex_267_0.txt
**Parameters** --- **Name** | **Description** ` endpoint ` | ` [ EndpointName ](/java/docs/reference/google-cloud- vertexai/latest/com.google.cloud.vertexai.api.EndpointName) `
google_protobuf/604925_56_0.txt
![Twitter](
google_protobuf/tabular_182_0.txt
tf_opt_lossy_gpu_model = ( model_service_client.upload_model(parent=PARENT, model=tf_opt_lossy_gpu_model_dict) .result(timeout=180) .model ) tf_opt_lossy_gpu_model
google_protobuf/comgooglecloudvertex_87_0.txt
Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
google_protobuf/604925_37_0.txt
[ Turn on suggestions ](https://www.googlecloudcommunity.com/gc/forums/v5/forumtopicpage.enableautocomplete:enableautocomplete?t:ac=board- id/cloud-ai-ml/message-id/2198&t:cp=action/contributions/searchactions)
google_protobuf/comgooglecloudvertex_215_0.txt
**Parameter** --- **Name** | **Description** ` stub ` | ` [ PredictionServiceStub ](/java/docs/reference/google-cloud- vertexai/latest/com.google.cloud.vertexai.api.stub.PredictionServiceStub) `
google_protobuf/PredictionServiceCli_185_0.txt
Specified by:
google_protobuf/comgooglecloudvertex_514_0.txt
Perform a streaming online prediction request to a gRPC model server for custom containers.
google_protobuf/tabular_40_0.txt
Set your project ID here.
google_protobuf/PredictionServiceCli_103_0.txt
Perform an online prediction.
google_protobuf/comgooglecloudvertex_343_0.txt
Sample code:
google_protobuf/PredictionServiceCli_49_0.txt
Perform an online prediction.
google_protobuf/comgooglecloudvertex_220_0.txt
Constructs an instance of PredictionServiceClient, using the given settings. This is protected so that it is easy to make a subclass, but otherwise, the static factory methods should be preferred.
google_protobuf/comgooglecloudvertex_427_0.txt
Sample code:
google_protobuf/comgooglecloudvertex_92_0.txt
* directPredict(DirectPredictRequest request)
google_protobuf/PredictionServiceCli_182_0.txt
try (PredictionServiceClient predictionServiceClient = PredictionServiceClient.create()) { ExplainRequest request = ExplainRequest.newBuilder() .setEndpoint(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString()) .addAllInstances(new ArrayList<Value>()) .setParameters(Value.newBuilder().build()) .setExpla...
google_protobuf/tabular_81_0.txt
!cd $LOCAL_DIRECTORY_FULL/data && tar xvzf dac.tar.gz
google_protobuf/comgooglecloudvertex_299_0.txt
**Returns** --- **Type** | **Description** ` [ ExplainResponse ](/java/docs/reference/google-cloud- vertexai/latest/com.google.cloud.vertexai.api.ExplainResponse) ` |
google_protobuf/604925_31_0.txt
* [ Community Resources ](/gc/Community-Resources/ct-p/cloud-getting-started)
google_protobuf/PredictionServiceCli_6_0.txt
* Summary: * Nested | * Field | * Constr | * Method
google_protobuf/PredictionServiceCli_47_0.txt
Perform an online prediction.
google_protobuf/PredictionServiceCli_147_0.txt
public final com.google.api.gax.rpc.UnaryCallable<[RawPredictRequest](https://github.com/googleapis/java-/proto-google-cloud-aiplatform-v1/apidocs/com/google/cloud/aiplatform/v1/RawPredictRequest.html?is-external=true "class or interface in com.google.cloud.aiplatform.v1"),com.google.api.HttpBody> rawPredictCallable()
google_protobuf/tabular_242_0.txt
endpoint_dict = endpoint_service_client.get_endpoint(name=endpoint) pridict_uri = endpoint_dict.deployed_models[0].private_endpoints.predict_http_uri
google_protobuf/PredictionServiceCli_151_0.txt
Sample code:
google_protobuf/604925_53_0.txt
![LinkedIn](
google_protobuf/tabular_66_0.txt
if REGION == "[your-region]": REGION = "us-central1"
google_protobuf/tabular_241_0.txt
def get_predictions(endpoint, requests_file_path): responses = []
google_protobuf/PredictionServiceCli_7_0.txt
* Detail: * Field | * Constr | * Method
google_protobuf/comgooglecloudvertex_165_0.txt
Request object method variants only take one parameter, a request object, which must be constructed before the call.
google_protobuf/comgooglecloudvertex_477_0.txt
Sample code:
google_protobuf/google_protobuf_18_3.txt
* [ google.protobuf.type_pb2 ](type_pb2.html) * [ google.protobuf.unknown_fields ](unknown_fields.html) * [ google.protobuf.wrappers_pb2 ](wrappers_pb2.html) ### Related Topics * [ Documentation overview ](../../index.html) * Previous: [ google.protobuf.text_encoding ](text_encoding.html "previous chapter...
google_protobuf/comgooglecloudvertex_188_0.txt
## Implements
google_protobuf/PredictionServiceCli_136_0.txt
Throws:
google_protobuf/604925_146_0.txt
[ ](/gc/AI-ML/Vertex-AI-Getting-a-GRPC-Exception-when-sending-a- prediction/m-p/604925#M2198)
google_protobuf/tabular_141_0.txt
!gsutil cp -r BUCKET_URI
google_protobuf/PredictionServiceCli_108_0.txt
` com.google.api.gax.rpc.ApiException ` \- if the remote call fails * #### predictCallable
google_protobuf/tabular_235_0.txt
fig = build_graph( "actual_qps", "p50", { "TF2.7 CPU": tf27_cpu_results, "TF2.7 GPU": tf27_gpu_results, "TF opt GPU": tf_opt_gpu_results, "TF opt GPU lossy": tf_opt_lossy_gpu_results, }, (0, 800, 0, 60), ) fig.savefig("criteo_p50_latency_512.png", bbox_inches="tight")
google_protobuf/comgooglecloudvertex_255_0.txt
### directRawPredictCallable()
google_protobuf/PredictionServiceCli_84_0.txt
public final [PredictionServiceSettings](../../../../../com/google/cloud/aiplatform/v1/PredictionServiceSettings.html "class in com.google.cloud.aiplatform.v1") getSettings()
google_protobuf/comgooglecloudvertex_547_0.txt
// This snippet has been automatically generated and should be regarded as a code template only. // It will require modifications to work: // - It may require correct/in-range values for request initialization. // - It may require specifying regional endpoints when creating the service client as shown in // https://clo...
google_protobuf/google_protobuf_22_3.txt
set. Parameters : **errors** – A list which, if provided, will be populated with the field paths of all missing required fields. Returns : True iff the specified message has all required fields set. ` LIST_VALUE_FIELD_NUMBER ` _= 6_ ¶ ` ListFields ` ( ) ¶ ` MergeFrom ` ( _msg_ ) ¶ ...
google_protobuf/comgooglecloudvertex_119_0.txt
Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
google_protobuf/tabular_172_0.txt
In order to be able to send requests to your models over gRPC, you need to set model_name argument and update predict_route and health_route accordingly.
google_protobuf/google_protobuf_15_1.txt
age_factory.rst.txt) ©2008, Google LLC. | Powered by [ Sphinx 2.3.1 ](http://sphinx-doc.org/) & [ Alabaster 0.7.12 ](https://github.com/bitprophet/alabaster) | [ Page source ](../../_sources/google/protobuf/message_factory.rst.txt)
google_protobuf/comgooglecloudvertex_539_0.txt
Sample code:
google_protobuf/604925_172_0.txt
![](/skins/images/A8F7BF82FAA18B39327F69690B7AC6D3/responsive_peak/images/icon_anonymous_message.png)
google_protobuf/google_protobuf_23_10.txt
` DiscardUnknownFields ` ( ) ¶ ` FILE_FIELD_NUMBER ` _= 1_ ¶ ` FindInitializationErrors ` ( ) ¶ Finds required fields which are not initialized. Returns : A list of strings. Each string is a path to an uninitialized field from the top-level message, e.g. “foo.bar[5].baz”. _sta...
google_protobuf/comgooglecloudvertex_104_0.txt
* streamDirectPredictCallable()
google_protobuf/comgooglecloudvertex_529_0.txt
**Returns** --- **Type** | **Description** ` [ ServerStreamingCallable ](https://cloud.google.com/java/docs/reference/gax/latest/com.google.api.gax.rpc.ServerStreamingCallable.html) < [ StreamRawPredictRequest ](/java/docs/reference/google-cloud- vertexai/latest/com.google.cloud.vertexai.api.StreamRawPredictRequest) ...
google_protobuf/tabular_213_0.txt
Define helper methods to run benchmarks against private endpoints using REST protocol. The URI where requests should be sent can be found in deployed_model.private_endpoints.predict_http_uri.
google_protobuf/comgooglecloudvertex_300_0.txt
### explainCallable()
google_protobuf/comgooglecloudvertex_358_0.txt
// This snippet has been automatically generated and should be regarded as a code template only. // It will require modifications to work: // - It may require correct/in-range values for request initialization. // - It may require specifying regional endpoints when creating the service client as shown in // https://clo...
google_protobuf/tabular_131_0.txt
Note that providing a warmup request with multiple batch sizes increase the time for each node to start.
google_protobuf/comgooglecloudvertex_27_0.txt
* [ Package summary ](/java/docs/reference/google-cloud-vertexai/latest/com.google.cloud.vertexai.api) * Interfaces
google_protobuf/comgooglecloudvertex_38_1.txt
.GradientNoiseSigmaCase ](/java/docs/reference/google-cloud-vertexai/latest/com.google.cloud.vertexai.api.SmoothGradConfig.GradientNoiseSigmaCase) * [ Tensor.DataType ](/java/docs/reference/google-cloud-vertexai/latest/com.google.cloud.vertexai.api.Tensor.DataType) * [ Type ](/java/docs/reference/google-cloud-vertex...
google_protobuf/comgooglecloudvertex_498_0.txt
Can return ` NOT_FOUND ` , ` INVALID_ARGUMENT ` , and ` PERMISSION_DENIED ` errors.
google_protobuf/604925_145_0.txt
[ Reply ]()
google_protobuf/comgooglecloudvertex_481_0.txt
public final ServerStreamingCallable<StreamingPredictRequest,StreamingPredictResponse> serverStreamingPredictCallable()
google_protobuf/tabular_114_0.txt
tf.estimator.train_and_evaluate( estimator, train_spec=tf.estimator.TrainSpec( input_fn=lambda: read_gcs(batch_size=256).take(2000) ), eval_spec=tf.estimator.EvalSpec(input_fn=lambda: read_gcs().skip(500).take(100)), )
google_protobuf/604925_50_0.txt
Posted on 06-07-2023 03:32 AM
google_protobuf/comgooglecloudvertex_265_0.txt
Sample code: