I was trying to run this example: tensorflow_abalone_age_predictor_using_layers
, in which abalone_predictor.predict(tensor_proto) is used to call the endpoint and make the prediction. I was trying to use the java API AmazonSageMakerRuntime to achieve the same effect, but I don't know how to specify the body and contentType for the InvokeEndPointRequest. The document is not in detailed abou the format of the request. Greatly appreciate any piece of help!
I have not tried the specific example but the below snippet should help you to invoke the endpoint for predictions
InvokeEndpointRequest invokeEndpointRequest = new InvokeEndpointRequest();
invokeEndpointRequest.setContentType("application/x-image");
ByteBuffer buf = ByteBuffer.wrap(image);
invokeEndpointRequest.setBody(buf);
invokeEndpointRequest.setEndpointName(endpointName);
invokeEndpointRequest.setAccept("application/json");
AmazonSageMakerRuntime amazonSageMaker = AmazonSageMakerRuntimeClientBuilder.defaultClient();
InvokeEndpointResult invokeEndpointResult = amazonSageMaker.invokeEndpoint(invokeEndpointRequest);
I see the example you are trying creates a TensorProto and passes to the endpoint request. You can try to create a TensorProto of your invoke request and set as the body
Just figured I can override the input_fn to convert the request body string to something can be fed to the model, in this case a TensorProto object.
Related
I am using asp.net mvc web api and i have this method
[HttpGet]
public LoginResult AuthenticateOnlineBookingUser(String userName,String password)
{
//My Code
}
The problem is that when i pass (*) as input value to the parameter (password)
i receieve this error but on other inputs it is working perfectly
A potentialy dangerous Request.Path.value was detected from client(*)
Thanks in advance
Note:My client side is written in angular js
i tried this solution as well Getting "A potentially dangerous Request.Path value was detected from the client (&)" but it is not working for me
You need to set the options for invalid characters. You can do this in your web.config as shown here.
Use url encoder to encode the request before sending it to server.
Finally solved my problem by changing my GET request to POST request The problem was with query string in Order to solve it with GET Request i have to make some changes to my query string in order to make it work but
I want to change query params before request is hit using typhoeus. What should be right approach? Do we have interceptors in Ruby as that of Java, should I be using something like before_filter as that in Rails or meta-programming in Ruby?
I just checked there is Typhoeus::Request::Before module to hook request. Can anyone help me out how can I implement it?
I have implemented typhoeus before to change query params just before request gets executed as below. Hope it helps someone.
require 'uri'
Typhoeus.before { |request|
uri = URI.parse(request.base_url)
uri.query = [uri.query, "param1=value1"].compact.join('&')
request.base_url = uri.to_s
request
}
I have done below and it works well,
// send ObjectData to client
((IServiceCapableConnection)iConnection)
.invoke(clientSideMethod, someObjectData);
But I have no idea that If I want to send compressed ByteArrayData, which mehod should I invoke?
Could someone give me some idea?
You can use the method that you're already using or some of the other available methods such as onImageData. Just make sure you use the ByteArray class and have AMF3 selected for your NetConnection when you connect.
Here is an AS file that shows how to use the onImageData method: http://red5.googlecode.com/svn/flash/trunk/player4/src/Main.as
I'm writing an API using Kohana. Each external request must be signed by the client to be accepted.
However, I also sometime need to do internal requests by building a Request object and calling execute(). In these cases, the signature is unnecessary since I know the request is safe. So I need to know that the request was internal so that I can skip the signature check.
So is there any way to find out if the request was manually created using a Request object?
Can you use the is_initial() method of the request object? Using this method, you can determine if a request is a sub request.
Kohana 3.2 API, Request - is_initial()
It sounds like you could easily solve this issue by setting some sort of static variable your app can check. If it's not FALSE, then you know it's internal.
This is how I ended up doing it: I've overridden the Request object and added a is_server_side property to it. Now, when I create the request, I just set this to true so that I know it's been created server-side:
$request = Request::factory($url);
$request->is_server_side(true);
$response = $request->execute();
Then later in the controller receiving the request:
if ($this->request->is_server_side()) {
// Skip signature check
} else {
// Do signature check
}
And here is the overridden request class in application/classes/request.php:
<?php defined('SYSPATH') or die('No direct script access.');
class Request extends Kohana_Request {
protected $is_server_side_ = false;
public function is_server_side($v = null) {
if ($v === null) return $this->is_server_side_;
$this->is_server_side_ = $v;
}
}
Looking through Request it looks like your new request would be considered an internal request but does not have any special flags it sets to tell you this. Look at 782 to 832 in Kohana_Request...nothing to help you.
With that, I'd suggest extending the Kohana_Request_Internal to add a flag that shows it as internal and pulling that in your app when you need to check if it is internal/all others.
Maybe you are looking for is_external method:
http://kohanaframework.org/3.2/guide/api/Request#is_external
Kohana 3.3 in the controller :
$this->request->is_initial()
http://kohanaframework.org/3.3/guide-api/Request#is_initial
I am a newbie in solrnet and my question is how to change the url for SolrNet Client.
I found this on wiki
initailizing code
Startup.Init<Product>("http://localhost:8983/solr");
invoking code
var solr = ServiceLocator.Current.GetInstance<ISolrOperations<Product>>();
but I dont know how to change the url , could someone tell me how to do this, I am really thanks.
It cannot be changed with existing SOLRNet code as it is implemented on singleton pattern.
You have to download the code from github.
Currently following exception has been thrown
"Key ... already registered in container". You can change code in a way that it will always create new instance. (by pass Singleton pattern)
The default request handler is "/select". So SolrNet will send your requests to
http://localhost:8983/solr/select
If you wish to invoke a different request handler, you will need to get a instance of the SolrQueryExecuter and set the Handler property, accordingly.
Assuming you have a request handler named "/browse":
Startup.Init<Product>("http://localhost:8983/solr");
var executor = ServiceLocator.Current.GetInstance<ISolrQueryExecuter<Product>>() as SolrQueryExecuter<Product>;
if (executor != null)
{
executor.Handler = "/browse";
}