I saw some docs on Intel openvino website. And there is some docs about how to use only one NCS2, the performance is great. Now I have two NCS2, I want to test both of them on a platform, but there is no reference that how to use multi ncs2 to work on one task.
The OpenVINO™ toolkit (>=2019 R2) introduced a Multi-Device Plugin that automatically assigns inference requests to available devices in order to execute the requests in parallel. What this does is allow you to use the Multi-Device Plugin with multiple Intel® Neural Compute Stick 2 devices.
The benchmark_app in C++/Python is a good starting point to check how such plugin works. If you'd like to test drive this Multi-Device plugin, my recommendation would be to follow the article here as it contains a comprehensive and detailed walk-through of testing this feature on both Windows and Linux environments.
The typical "setup" of multi-device can be described in three major steps:
Configuration of each device as usual (e.g. via conventional
SetConfig method)
Loading of a network to the Multi-Device plugin created on top of
(prioritized) list of the configured devices.
Just like with any other ExecutableNetwork (resulted from
LoadNetwork) you just create as many requests as needed to saturate
the devices.
For this and more detailed information check Multi-Device Plugin documentation.
Related
Can any help me in fetching data from power BI endpoint without the need of using Power Shell, as want to know a way of directly fetching in Linux only?
I know a power shell can be installed in Linux , but is there any way I can skip and directly fetch the data?
reference - https://learn.microsoft.com/en-us/power-bi/admin/service-premium-connect-tools
Your Power BI XMLA endpoint is accessible through your Azure Analysis Services (AAS) instance tied to the given datasource/workspace, which means that you should be able to connect to that AAS instance and work with the data there via the web. I am not aware of any currently available Linux compatible tools that allow this. I did a bit of research and was surprised to find that there was not a VS Code extension that allowed this (might have to get to work on that ;)).
That being said, Microsoft has several different client libraries (for both AMO and ADOMD.NET) built within their .NET Core framework that would theoretically be able to used by a client application that could be built for supported Linux OS (Microsoft doc here). In other words, (again, theoretically) it should be relatively painless to build a simple tool for a supported Linux OS that takes in XMLA commands and executes them on a provided connection.
EDIT: Another good option to consider might be Microsoft's Power BI REST API (documentation here). If the functionality you are looking for is available within their REST API, you should be able to write a client tool (using one of many different options, but .NET Core could still be the in there) targeting Linux that makes use of the API for your Power BI instance in place of directly using the XMLA endpoint. I would consider this the better alternative. This is going is a less 'Microsoft-y' way of doing this, and is going to be much easier to maintain and develop over time. I would start by confirming that the functionality you want is not available in this API first.
EDIT: After reading further in above linked document regarding AMO and ADOMD.NET client libraries:
TCP based connectivity is supported for Windows computers only.
Interactive login with Azure Active Directory is supported for Windows computers only. The .NET Core Desktop runtime is required.
So it looks like there are currently some limitations to these libraries regarding a Linux runtime. I am not positive that you could use something other than TCP based connectivity to accomplish this, but if I find a way (or someone is able to suggest something), then I will update.
I'm building a system, based on Node.JS, to connect with MetaTrader and to process all action like link account, open, close trade order...
But I still have not found out the way how to connect with MetaTrader in Nodejs. Can you give me a solution or package examples, that can help me do that?
Thanks!
You can try MetaApi https://metaapi.cloud cloud service which provides REST API and WebSocket API access to both MetaTrader 4 and MetaTrader 5 accounts.
Official REST API documentation: https://metaapi.cloud/docs/client
SDKs: https://metaapi.cloud/sdks (javascript, python and Java SDKs are provided as per April 2021)
It supports reading account information, positions, orders, trade history, receiving quotes, and accessing market data.
The service also provides copy trading API https://metaapi.cloud/docs/copyfactory and API to calculate forex trading metrics on a MetaTrader account https://metaapi.cloud/docs/metastats.
Update: as of mid Mar 2021 MetaApi allows limited API testing without adding a payment method
Observation:
MetaTrader software suite has multiple parts, only one of which is a customer-facing one - the MetaTrader Terminal 4/5. This terminal software communicates with MT4/5 Server and there are many other, additional Broker-side MetaTrader suite, server-cooperating systems.
Given your indication above, you seem to plan for Node.JS functional integration with MetaTrader Terminal piece of software.
Limitations:
As clarified above, the MetaTrader Terminal 4/5 software platform is the subject of interest and before technical steps are taken, a validation ought take place, so as to confirm, whether programmable features and services, natively supported inside MT4 Terminal are covering all you needs or not.
Given the MT4 Terminal has a programmable ecosystem for both for automated processing and for semi-automated back-testing, these two principal directions do not provide the same level of comfort for integration with an external cooperating logic or event-flow.
Given you project needs are not met with the built-in native MQL4/MQL5 code-execution environment, your further approach will have to be mixed with some GUI-manipulating assistive technologies, which may help to cover the gaps detected in the functional mapping pre-validation phase.
Approach:
For the purpose of making the MT4 Terminal code-execution ecosystem to cooperate with external worlds, there is a built in ability to #import extending features, not present in the native MQL4/5 language via DLL-s.
Having received this freedom of design, the user-code in the MQL4/5 language can borrow all missing features and services available for such integration projects.
Both Node.JS and MetaTrader Terminal 4/5 can use ZeroMQ and/or nanomsg for a fast and productive integration of a heterogeneous distributed system, which seems to be a match for your indicated needs.
Feel free to read other posts here and here, about signalling/messaging function-plane concepts, used for the sake of this very kind of system integration.
I have a telephony scenario in which the following happens:
Customer calls a Voice Gateway
TCL script runs and a code is taken from customer
Authentication is done through a RADIUS server
Customer will hear correct voice menu
The problem is that RADIUS server must connect to a SQL Database and check the credentials. I have currently designed the solution using cisco secure ACS and through managed stored procedures on MS SQL server.
My question is: Is the VoiceXML a better tool to do this job and because some extenstions and wrappers of VoiceXML exists in .net, does it fit in this simple scenario??
Sincerely speaking, I am a little confisued with the technology and looking for a good tutorial on its features as well.
Thanks
In a strict sense, only step 4 is implemented by VoiceXML. Other aspects are handled by the platform or external code. VoiceXML is the standards mechanism for implementing step 4, but if all you are going to do is limited audio output and simple input, it may be overkill depending on the solutions available to you.
The following is just an example of a way to solve your problem and is fairly fictitious given I don't know anything about your environment nor constraints.
Given most VoiceXML platforms, upon receiving of a call your VoiceXML application will be executed. If this is a servlet/ASP based solution, you can perform steps 2 & 3 then generate/return the VoiceXML to play the menu, gather the input and move to the next step. If this is a static VoiceXML 2.1 solution, you can use a Data element call to make an HTTP request to a system that can perform these actions. The system will need to return XML that the Javascript/ECMAScript in VoiceXML application can parse and provide the correct audio output and input processing.
Since you are asking about VoiceXML, I'm assuming your challenge is the telephony aspect of the problem. Unless you have a system already available, choosing and activating a premise or hosted solution is far more complicated than the call flow code involved. Depending on your requirements, there are solutions as low as a single line, analog modem that supports audio output and DTMF input to massively scaled on premise and hosted solutions to handle 10,000s of concurrent calls that implement VoiceXML as well as a wide range of other call flow technologies.
VoiceXML would work fine in this scenario. There is a an open source project called VoiceModel that uses ASP.NET MVC to generate the VoiceXML and therefore integrates nicely with the .NET stack. There are a lot of examples in the project with discussions on how to use the examples in this blog. The examples use Voxeo Prophecy as the VoiceXML platform which has a SIP interface that will connect with a Voice Gateway. You can download two ports for free to try it out.
I need a recommendation for a framework/library for building web services on a Linux system. I have the following requirements:
It should have minimal dependencies, e.g. preferably not require any VM like Java or Mono.
My service implementation should have access to the native system APIs, preferably it should be possible to call C APIs directly.
If possible, the solution should not depend on a large web server installation. As I understand, Axis/C++ would require an Apache server, right? Is there anything that allows for writing some kind of "self-hosted" web service like in .NET (ServiceHost) on Linux? I would really like something that works as a standalone daemon in the end.
The resulting services should be standard-compliant as I need to make cross-platform calls. Most importantly, I need WS-Security.
The solution must be Open Source, the actual licence is less important.
If you have any suggestions, please post (web links would be nice ;-))
Thanks in advance,
Christoph
What about Twisted? http://twistedmatrix.com/trac/
According to a requirement, we have to do data loading to Salesforce.com in Linux environment. In Windows, the Apex data loader works fine for data loading.
Apex data loader is written in Java so it should work in Linux. How can we run the Apex data loader in Linux or is there any alternative application for data loading for linux?
I was under impression that core of Data Loader is a JAR file so if your server is running Java you could fairly easily discard the GUI of application written for Windows?
Please have a look at Data Loader User Guide, especially chapters about running it from command line and in batch mode. In worst case you could even roll out your own program that will use WebServices API exactly like Data Loader does (with reuse of the JAR or written from scratch).
Another option would be to use "bulk API", designed for mass inserts. The guide for this is extremely technical and contains tons of useful info (including code of sample Java app).
There's "Excel connector" and build of "LexiLoader" for MacOS but I don't think this helps a lot in your case.
Last but not least - please consider the Salesforce partners, their AppExchange applications etc. I don't want to do marketing here but on my past project we were pleased with tool from "Relational Junction" (it was working on Unix server, easy to configure, connected with Oracle database, allowed us to pretty much do a proper Extract-Transform-Load proces to and from Salesforce).
Good luck!
Here are a couple of posts that might help others not using the Apex Data Loader in the standard way:
http://force201.wordpress.com/2011/01/20/running-the-apex-data-loader-on-a-mac/
http://force201.wordpress.com/2010/10/15/scripting-the-apex-data-loader-via-ant/
One is about running on the Mac and the other is about running using Ant.
www.dataloader.io is the way to go now; it's web-based an unbiased to your OS.
Well, dataloader is a Java app so it is quite biased do any OS that can has a Java runtime. I have been working on an Ubuntu system using Gui.
11 years later, there's still no official Linux build, but everything you need is there. That's why I've created a small Github project, that automatically builds the latest Dataloaders versions for Debian/Ubuntu (deb files) from the original sources.
You can find it here: https://github.com/SoftCreatR/dataloader-for-linux