id stringlengths 16 145 | text stringlengths 1 179k | title stringclasses 1
value |
|---|---|---|
google_protobuf/PredictionServiceCli_116_0.txt | The response includes the following HTTP headers: | |
google_protobuf/tabular_224_0.txt | def send_grpc_request(request):
return grpc_stub.Predict(request, 60, metadata=grpc_metadata) | |
google_protobuf/comgooglecloudvertex_281_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_256_0.txt |
# Set this to true only if you'd like to delete your bucket
delete_bucket = False
if delete_bucket or os.getenv("IS_TESTING"):
!gsutil rm -r $BUCKET_URI
| |
google_protobuf/comgooglecloudvertex_266_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/comgooglecloudvertex_2_0.txt | close | |
google_protobuf/comgooglecloudvertex_289_0.txt | Sample code: | |
google_protobuf/comgooglecloudvertex_517_0.txt |
**Returns**
---
**Type** | **Description**
` [ BidiStreamingCallable
](https://cloud.google.com/java/docs/reference/gax/latest/com.google.api.gax.rpc.BidiStreamingCallable.html)
< [ StreamDirectRawPredictRequest ](/java/docs/reference/google-cloud-
vertexai/latest/com.google.cloud.vertexai.api.StreamDirectRawPredictR... | |
google_protobuf/google_protobuf_21_4.txt | e.
Return type :
[ bool ](https://docs.python.org/3/library/functions.html#bool "\(in Python
v3.10\)")
Raises :
[ **KeyError** ](https://docs.python.org/3/library/exceptions.html#KeyError
"\(in Python v3.10\)") – if the extension is repeated. Similar to repeated
fields, there is no separate notion of ... | |
google_protobuf/tabular_0_0.txt | # Copyright 2022 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, ... | |
google_protobuf/tabular_237_0.txt | You can see that the Vertex AI Prediction optimized TensorFlow runtime has signficantly higher throughput and lower latency compared to TensorFlow 2.7. | |
google_protobuf/tabular_18_0.txt | Install additional packages
Install additional package dependencies not installed in your notebook environment, such as TensorFlow Serving API, Vertex AI SDK. | |
google_protobuf/tabular_211_0.txt |
health_url = tf_opt_gpu_endpoint_dict.deployed_models[
0
].private_endpoints.health_http_uri
health_url | |
google_protobuf/google_protobuf_23_21.txt | ar to repeated
fields, there is no separate notion of presence: a “not present” repeated
extension is an empty list.
` HasField ` ( _field_name_ ) ¶
` IS_EXTENSION_FIELD_NUMBER ` _= 2_ ¶
` IsInitialized ` ( _errors=None_ ) ¶
Checks if all required fields of a message are set.
Parameters :
... | |
google_protobuf/tabular_184_0.txt |
model_service_client.list_models(parent=PARENT) | |
google_protobuf/google_protobuf_23_16.txt | ired fields of a message are 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.
` ListFields ` ( ) ¶
` MergeFrom ` ( _msg_ ) ¶
` MergeF... | |
google_protobuf/PredictionServiceCli_168_0.txt | ` endpoint ` \- Required. The name of the Endpoint requested to serve the explanation. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`
` instances ` \- Required. The instances that are the input to the explanation call. A DeployedModel may have an upper limit on the number of instances it support... | |
google_protobuf/google_protobuf_12_0.txt | # google.protobuf.internal.containers ¶
Contains container classes to represent different protocol buffer types.
This file defines container classes which represent categories of protocol
buffer field types which need extra maintenance. Currently these categories
are:
* Repeated scalar fields - These are all rep... | |
google_protobuf/tabular_230_0.txt |
tf_opt_lossy_gpu_results = benchmark_grpc_private_endpoint(
tf_opt_lossy_gpu_endpoint, [10, 50, 100, 200, 300, 400, 500, 600, 700, 800]
)
tf_opt_lossy_gpu_results | |
google_protobuf/tabular_56_0.txt | # The Vertex AI Workbench Notebook product has specific requirements
IS_GOOGLE_CLOUD_NOTEBOOK = os.path.exists("/opt/deeplearning/metadata/env_version") | |
google_protobuf/google_protobuf_6_0.txt | # google.protobuf.descriptor_pool ¶
Provides DescriptorPool to use as a container for proto2 descriptors.
The DescriptorPool is used in conjection with a DescriptorDatabase to maintain
a collection of protocol buffer descriptors for use when dynamically creating
message types at runtime.
For most applications prot... | |
google_protobuf/604925_137_0.txt | * Mark as New
* Bookmark
* Subscribe
* Mute
* * [ Subscribe to RSS Feed ](https://www.googlecloudcommunity.com/rss/message?board.id=cloud-ai-ml&message.id=2189)
* * [ Permalink ](/gc/AI-ML/Vertex-AI-Getting-a-GRPC-Exception-when-sending-a-prediction/m-p/604520/highlight/true#M2189)
* [ Print ](/gc/forums/forumtopic... | |
google_protobuf/PredictionServiceCli_45_0.txt | Perform an online explanation. | |
google_protobuf/comgooglecloudvertex_379_0.txt | **Returns**
---
**Type** | **Description**
` [ PredictionServiceClient.ListLocationsPagedResponse
](/java/docs/reference/google-cloud-
vertexai/latest/com.google.cloud.vertexai.api.PredictionServiceClient.ListLocationsPagedResponse)
` | | |
google_protobuf/comgooglecloudvertex_9_0.txt | * [ Google Cloud Home ](https://cloud.google.com/)
* [ Free Trial and Free Tier ](https://cloud.google.com/free)
* [ Architecture Center ](https://cloud.google.com/architecture)
* [ Blog ](https://cloud.google.com/blog)
* [ Contact Sales ](https://cloud.google.com/contact)
* [ Google Cloud Developer Center ](http... | |
google_protobuf/604925_151_0.txt | https://www.googlecloudcommunity.com/html/@17707BECA4EAD3896FBAF17C64C2ABD8/assets/gcc-linkedin.svg) LinkedIn | |
google_protobuf/tabular_111_0.txt | (Optional) Train and Save Estimator Model
Another option to train a model is to use the TensorFlow Estimator API. For more information, see https://github.com/tensorflow/docs/blob/r2.4/site/en/tutorials/estimator/premade.ipynb | |
google_protobuf/tabular_77_0.txt | Download the dataset
Follow the instructions at the Criteo website to download the data. | |
google_protobuf/comgooglecloudvertex_124_0.txt | Request object method variants only take one parameter, a request object,
which must be constructed before the call. | |
google_protobuf/comgooglecloudvertex_29_1.txt | st/com.google.cloud.vertexai.api.IntegratedGradientsAttributionOrBuilder)
* [ ListEndpointsRequestOrBuilder ](/java/docs/reference/google-cloud-vertexai/latest/com.google.cloud.vertexai.api.ListEndpointsRequestOrBuilder)
* [ ListEndpointsResponseOrBuilder ](/java/docs/reference/google-cloud-vertexai/latest/com.google... | |
google_protobuf/PredictionServiceCli_157_0.txt | Sample code: | |
google_protobuf/604925_183_0.txt | Top Solution Authors | |
google_protobuf/604925_29_0.txt | * [ Community Blogs ](/gc/Community-Blogs/bg-p/cloud-community-blog) | |
google_protobuf/comgooglecloudvertex_566_0.txt | * [ Google Cloud documentation ](/docs/)
* [ Google Cloud quickstarts ](/docs/get-started/)
* [ Google Cloud Marketplace ](/marketplace/)
* [ Learn about cloud computing ](/discover/)
* [ Support ](/support-hub/)
* [ Code samples ](/docs/samples)
* [ Cloud Architecture Center ](/architecture/)
* [ Training ](/learn/tra... | |
google_protobuf/comgooglecloudvertex_159_0.txt | Request object method variants only take one parameter, a request object,
which must be constructed before the call. | |
google_protobuf/tabular_61_0.txt | For Vertex AI Prediction to serve your model, it must be uploaded to Cloud Storage bucket first. | |
google_protobuf/PredictionServiceCli_124_0.txt | Throws: | |
google_protobuf/604925_3_0.txt | Preferences | |
google_protobuf/google_protobuf_23_4.txt |
` RESERVED_RANGE_FIELD_NUMBER ` _= 4_ ¶
_static_ ` RegisterExtension ` ( _extension_handle_ ) ¶
` SerializePartialToString ` ( _**kwargs_ ) ¶
` SerializeToString ` ( _**kwargs_ ) ¶
` SetInParent ` ( ) ¶
Sets the _cached_byte_size_dirty bit to true, and propagates this to o... | |
google_protobuf/604925_88_0.txt | [ Reply ]() | |
google_protobuf/comgooglecloudvertex_149_0.txt | * listLocationsCallable() | |
google_protobuf/comgooglecloudvertex_337_0.txt |
**Parameter**
---
**Name** | **Description**
` request ` | ` com.google.iam.v1.GetIamPolicyRequest ` | |
google_protobuf/tabular_212_0.txt |
!curl $health_url | |
google_protobuf/PredictionServiceCli_20_0.txt | See the individual methods for example code. | |
google_protobuf/google_protobuf_7_2.txt | aining_type ` ¶
Descriptor of the immediate containing type of this enum, or None if this is
an enum defined at the top level in a .proto file. Set by Descriptor’s
constructor if we’re passed into one.
Type :
Descriptor
` file ` ¶
Reference to file descriptor.
Type :
FileDescriptor
` o... | |
google_protobuf/comgooglecloudvertex_559_0.txt | Except as otherwise noted, the content of this page is licensed under the [
Creative Commons Attribution 4.0 License
](https://creativecommons.org/licenses/by/4.0/) , and code samples are
licensed under the [ Apache 2.0 License
](https://www.apache.org/licenses/LICENSE-2.0) . For details, see the [ Google
Developers Si... | |
google_protobuf/google_protobuf_7_1.txt | [ str ](https://docs.python.org/3/library/stdtypes.html#str "\(in
Python v3.10\)") , FieldDescriptor )
` is_extendable ` ¶
Does this type define any extension ranges?
Type :
[ bool ](https://docs.python.org/3/library/functions.html#bool "\(in Python
v3.10\)")
` oneofs ` ¶
The list of descript... | |
google_protobuf/comgooglecloudvertex_202_0.txt | ## Static Methods | |
google_protobuf/comgooglecloudvertex_25_0.txt | * [ Transport ](/java/docs/reference/google-cloud-vertexai/latest/com.google.cloud.vertexai.Transport) | |
google_protobuf/comgooglecloudvertex_506_0.txt | ### streamDirectPredictCallable() | |
google_protobuf/google_protobuf_21_3.txt | sage.Message
"google.protobuf.message.Message") ) – A message to copy into the current one.
` DESCRIPTOR ` _= <google.protobuf.descriptor.Descriptor object> _ ¶
` DiscardUnknownFields ` ( ) ¶
` FindInitializationErrors ` ( ) ¶
Finds required fields which are not initialized.
Returns :
... | |
google_protobuf/tabular_190_0.txt |
tf_opt_lossy_gpu_endpoint_dict = {
"display_name": "Criteo Kaggle optimized TensorFlow runtime GPU with lossy optimizations private endpoint",
"network": full_network_name,
}
tf_opt_lossy_gpu_endpoint = (
endpoint_service_client.create_endpoint(
parent=PARENT, endpoint=tf_opt_lossy_gpu_endpoint_dict
)
.result(timeout=... | |
google_protobuf/comgooglecloudvertex_486_0.txt | ### setIamPolicy(SetIamPolicyRequest request) | |
google_protobuf/tabular_36_0.txt | Set your project ID
If you don't know your project ID, you can try to get your project ID using gcloud. | |
google_protobuf/PredictionServiceCli_12_0.txt | * * * | |
google_protobuf/comgooglecloudvertex_413_0.txt | public final PredictResponse predict(String endpoint, List<Value> instances, Value parameters) | |
google_protobuf/PredictionServiceCli_105_0.txt |
try (PredictionServiceClient predictionServiceClient = PredictionServiceClient.create()) {
PredictRequest request =
PredictRequest.newBuilder()
.setEndpoint(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
.addAllInstances(new ArrayList<Value>())
.setParameters(Value.newBuilder().build())
.build();... | |
google_protobuf/comgooglecloudvertex_550_0.txt | **Returns**
---
**Type** | **Description**
` com.google.iam.v1.TestIamPermissionsResponse ` | | |
google_protobuf/google_protobuf_16_0.txt | # google.protobuf.service_reflection ¶
Contains metaclasses used to create protocol service and service stub classes
from ServiceDescriptor objects at runtime.
The GeneratedServiceType and GeneratedServiceStubType metaclasses are used to
inject all useful functionality into the classes output by the protocol
compil... | |
google_protobuf/604925_138_0.txt | Update: if I use the CLI to send the request, there is also an error. | |
google_protobuf/comgooglecloudvertex_449_0.txt | * ` X-Vertex-AI-Endpoint-Id ` : ID of the Endpoint that served this prediction. | |
google_protobuf/google_protobuf_2_0.txt | # google.protobuf.text_encoding ¶
Encoding related utilities.
` google.protobuf.text_encoding. ` ` CEscape ` ( _text_ , _as_utf8_ ) ¶
Escape a bytes string for use in an text protocol buffer.
Parameters :
* **text** – A byte string to be escaped.
* **as_utf8** – Specifies if result may conta... | |
google_protobuf/tabular_214_0.txt |
def build_rest_request(
row_dict, model_name="default", signature_name="serving_default"
):
payload = json.dumps({"signature_name": signature_name, "inputs": row_dict})
return payload | |
google_protobuf/comgooglecloudvertex_340_0.txt | ### getIamPolicyCallable() | |
google_protobuf/comgooglecloudvertex_409_0.txt |
**Parameter**
---
**Name** | **Description**
` request ` | ` [ PredictRequest ](/java/docs/reference/google-cloud-
vertexai/latest/com.google.cloud.vertexai.api.PredictRequest) ` | |
google_protobuf/comgooglecloudvertex_485_0.txt |
**Returns**
---
**Type** | **Description**
` [ ServerStreamingCallable
](https://cloud.google.com/java/docs/reference/gax/latest/com.google.api.gax.rpc.ServerStreamingCallable.html)
< [ StreamingPredictRequest ](/java/docs/reference/google-cloud-
vertexai/latest/com.google.cloud.vertexai.api.StreamingPredictRequest) ... | |
google_protobuf/comgooglecloudvertex_73_0.txt | RawPredict | |
google_protobuf/604925_142_0.txt | [ Jump to Solution ](/gc/AI-ML/Vertex-AI-Getting-a-GRPC-Exception-when-
sending-a-prediction/m-p/604925#M2198) | |
google_protobuf/tabular_162_0.txt |
# NOTE: `prefix-length=16` means a CIDR block with mask /16 will be
# reserved for use by Google services, such as Vertex AI.
!gcloud compute addresses create $PEERING_RANGE_NAME \
--global \
--prefix-length=16 \
--description="peering range for Google service" \
--network=$NETWORK \
--purpose=VPC_PEERING | |
google_protobuf/comgooglecloudvertex_55_0.txt | Stay organized with collections Save and categorize content based on your
preferences. | |
google_protobuf/comgooglecloudvertex_177_0.txt | Many parameters require resource names to be formatted in a particular way. To
assist with these names, this class includes a format method for each type of
name, and additionally a parse method to extract the individual identifiers
contained within names that are returned. | |
google_protobuf/comgooglecloudvertex_421_0.txt | ` parameters ` | ` [ Value
](https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.Value.html)
` | |
google_protobuf/comgooglecloudvertex_218_0.txt | ### PredictionServiceClient(PredictionServiceSettings settings) | |
google_protobuf/tabular_83_0.txt | Read and transform the dataset
Before the model can be trained, the variables must be pre-processed. | |
google_protobuf/comgooglecloudvertex_214_0.txt | Constructs an instance of PredictionServiceClient, using the given stub for
making calls. This is for advanced usage - prefer using
create(PredictionServiceSettings). | |
google_protobuf/comgooglecloudvertex_225_0.txt |
## Methods | |
google_protobuf/comgooglecloudvertex_399_0.txt | ` instances ` | ` [ List
](https://docs.oracle.com/javase/8/docs/api/java/util/List.html) < [ Value
](https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.Value.html)
> ` | |
google_protobuf/comgooglecloudvertex_231_0.txt | ### close() | |
google_protobuf/google_protobuf_23_19.txt | then merges the specified message
using MergeFrom.
Parameters :
**other_msg** ( [ _Message_ ](message.html#google.protobuf.message.Message
"google.protobuf.message.Message") ) – A message to copy into the current one.
` DESCRIPTOR ` _= <google.protobuf.descriptor.Descriptor object> _ ¶
` DiscardUnknow... | |
google_protobuf/comgooglecloudvertex_20_1.txt | er ](/java/docs/reference/google-cloud-recommender/latest/overview)
* [ google-cloud-redis ](/java/docs/reference/google-cloud-redis/latest/overview)
* [ google-cloud-redis-cluster ](/java/docs/reference/google-cloud-redis-cluster/latest/overview)
* [ google-cloud-resource-settings ](/java/docs/reference/google-clo... | |
google_protobuf/comgooglecloudvertex_70_0.txt | * predict(String endpoint, List<Value> instances, Value parameters) | |
google_protobuf/PredictionServiceCli_158_0.txt |
try (PredictionServiceClient predictionServiceClient = PredictionServiceClient.create()) {
EndpointName endpoint = EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
List<Value> instances = new ArrayList<>();
Value parameters = Value.newBuilder().build();
String deployedModelId = "deployedModelId-1817547906";
E... | |
google_protobuf/comgooglecloudvertex_408_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/comgooglecloudvertex_513_0.txt | public final BidiStreamingCallable<StreamDirectRawPredictRequest,StreamDirectRawPredictResponse> streamDirectRawPredictCallable() | |
google_protobuf/tabular_189_0.txt |
tf_opt_gpu_endpoint_dict = {
"display_name": "Criteo Kaggle optimized TensorFlow runtime GPU private endpoint",
"network": full_network_name,
}
tf_opt_gpu_endpoint = (
endpoint_service_client.create_endpoint(
parent=PARENT, endpoint=tf_opt_gpu_endpoint_dict
)
.result(timeout=300)
.name
)
tf_opt_gpu_endpoint | |
google_protobuf/PredictionServiceCli_102_0.txt | public final [PredictResponse](https://github.com/googleapis/java-/proto-google-cloud-aiplatform-v1/apidocs/com/google/cloud/aiplatform/v1/PredictResponse.html?is-external=true "class or interface in com.google.cloud.aiplatform.v1") predict([PredictRequest](https://github.com/googleapis/java-/proto-google-cloud-aiplatf... | |
google_protobuf/604925_170_0.txt | [
](https://www.googlecloudcommunity.com/gc/forums/v5/forumtopicpage.kudosbuttonv2.kudoentity:kudoentity/kudosable-
gid/604925?t:ac=board-id/cloud-ai-ml/message-
id/2198&t:cp=kudos/contributions/tapletcontributionspage "Click here to give
likes to this post.") | |
google_protobuf/comgooglecloudvertex_393_0.txt | public final PredictResponse predict(EndpointName endpoint, List<Value> instances, Value parameters) | |
google_protobuf/PredictionServiceCli_98_0.txt |
try (PredictionServiceClient predictionServiceClient = PredictionServiceClient.create()) {
String endpoint = EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString();
List<Value> instances = new ArrayList<>();
Value parameters = Value.newBuilder().build();
PredictResponse response = predictionServiceClient.... | |
google_protobuf/comgooglecloudvertex_369_0.txt | ### isTerminated() | |
google_protobuf/PredictionServiceCli_48_0.txt | ` [ PredictResponse ](https://github.com/googleapis/java-/proto-google-cloud-
aiplatform-v1/apidocs/com/google/cloud/aiplatform/v1/PredictResponse.html?is-
external=true "class or interface in com.google.cloud.aiplatform.v1") ` | ` [
predict
](../../../../../com/google/cloud/aiplatform/v1/PredictionServiceClient.html#... | |
google_protobuf/comgooglecloudvertex_382_0.txt | Lists information about the supported locations for this service. | |
google_protobuf/604925_40_0.txt | Search instead for | |
google_protobuf/comgooglecloudvertex_304_0.txt | Sample code: | |
google_protobuf/604925_180_0.txt | Top Labels in this Space | |
google_protobuf/tabular_229_0.txt |
tf_opt_gpu_results = benchmark_grpc_private_endpoint(
tf_opt_gpu_endpoint, [10, 50, 100, 150, 200, 250, 275, 300, 325, 350]
)
tf_opt_gpu_results | |
google_protobuf/604925_23_0.txt | * [ Learning & Certification Hub ](/gc/Learning-Certification-Hub/ct-p/cloud-learning-cert-forums) | |
google_protobuf/comgooglecloudvertex_479_0.txt |
**Returns**
---
**Type** | **Description**
` [ UnaryCallable
](https://cloud.google.com/java/docs/reference/gax/latest/com.google.api.gax.rpc.UnaryCallable.html)
< [ RawPredictRequest ](/java/docs/reference/google-cloud-
vertexai/latest/com.google.cloud.vertexai.api.RawPredictRequest) ,
com.google.api.HttpBody > ` | | |
google_protobuf/comgooglecloudvertex_543_0.txt | public final TestIamPermissionsResponse testIamPermissions(TestIamPermissionsRequest request) | |
google_protobuf/google_protobuf_23_20.txt | ars the contents of a given extension.
Parameters :
**extension_handle** – The handle for the extension to clear.
` ClearField ` ( _field_name_ ) ¶
` CopyFrom ` ( _other_msg_ ) ¶
Copies the content of the specified message into the current message.
The method clears the current message and ... |
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