AI-PredictiveMaintenance | source solution template showcases a complete Azure | Azure library

 by   Azure Python Version: Current License: Non-SPDX

kandi X-RAY | AI-PredictiveMaintenance Summary

kandi X-RAY | AI-PredictiveMaintenance Summary

AI-PredictiveMaintenance is a Python library typically used in Cloud, Azure applications. AI-PredictiveMaintenance has no bugs, it has no vulnerabilities and it has low support. However AI-PredictiveMaintenance build file is not available and it has a Non-SPDX License. You can download it from GitHub.

This open-source solution template showcases a complete Azure infrastructure capable of supporting Predictive Maintenance scenarios in the context of IoT remote monitoring. This repo provides reusable and customizable building blocks to enable Azure customers to solve Predictive Maintenance problems using Azure's cloud AI services.

            kandi-support Support

              AI-PredictiveMaintenance has a low active ecosystem.
              It has 84 star(s) with 63 fork(s). There are 22 watchers for this library.
              It had no major release in the last 6 months.
              There are 9 open issues and 6 have been closed. On average issues are closed in 5 days. There are 2 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of AI-PredictiveMaintenance is current.

            kandi-Quality Quality

              AI-PredictiveMaintenance has 0 bugs and 0 code smells.

            kandi-Security Security

              AI-PredictiveMaintenance has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              AI-PredictiveMaintenance code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              AI-PredictiveMaintenance has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              AI-PredictiveMaintenance releases are not available. You will need to build from source code and install.
              AI-PredictiveMaintenance has no build file. You will be need to create the build yourself to build the component from source.
              AI-PredictiveMaintenance saves you 1101 person hours of effort in developing the same functionality from scratch.
              It has 2492 lines of code, 87 functions and 30 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed AI-PredictiveMaintenance and discovered the below as its top functions. This is intended to give you an instant insight into AI-PredictiveMaintenance implemented functionality, and help decide if they suit your requirements.
            • Create a new virtual hub
            • Update a twin
            • Creates a Shared Access Signature Token
            • Create an error response
            • Run the driver driver
            • Send a reported state
            • Claim a device
            • Try to claim a device
            • Run the simulation
            • Go to the next state
            • Report the health
            • Scores the latest features on the machine
            • Publish a prediction
            • Upload notebooks to Databricks workspace
            • Call Databricks API
            • Set the desired properties of the hub
            • Get an access token
            • Get the health of the hub
            • List devices
            • Get the last run id of the databricks cluster
            • Get a running run
            • Delete a device
            • Set the last run id for a run
            Get all kandi verified functions for this library.

            AI-PredictiveMaintenance Key Features

            No Key Features are available at this moment for AI-PredictiveMaintenance.

            AI-PredictiveMaintenance Examples and Code Snippets

            No Code Snippets are available at this moment for AI-PredictiveMaintenance.

            Community Discussions


            Why is an Azure Function on .NET 6 looking for System.ComponentModel Version
            Asked 2022-Mar-30 at 09:48

            I am deploying an Azure Function called "Bridge" to Azure, targeting .NET 6. The project is referencing a class library called "DBLibrary" that I wrote, and that library is targeting .NET Standard 2.1. The Azure Function can be run locally on my PC without runtime errors.

            When I publish the Azure Function to Azure, I see in Azure Portal a "Functions runtime error" which says:

            Could not load file or assembly 'System.ComponentModel, Version=, Culture=neutral, PublicKeyToken=b03f5f7f11d50a3a'. The system cannot find the file specified.

            I do not target System.ComponentModel directly, and I don't see a nuget package version 6.0.0 for "System.ComponentModel" available from any nuget feed. Why is the Azure function looking for this version 6.0.0 of System.ComponentModel? If that version does exist, why can't the Azure Function find it?

            Here are the relevant parts of the csproj for the "Bridge" Azure Function:



            Answered 2022-Feb-25 at 10:33

            The .net standard you are using 2.1 but ,Microsoft.Azure.Functions.Extensions can be support upto .NET Standard 2.0

            You should add the below package to your function app and deploy to Azure again.



            How pipeline execution time had been calculated in the official guide?
            Asked 2022-Mar-30 at 02:59

            I'm trying to understand how the price estimation works for Azure Data Factory from the official guide, section "Estimating Price - Use Azure Data Factory to migrate data from Amazon S3 to Azure Storage

            I managed to understand everything except the 292 hours that are required to complete the migration.

            Could you please explain to me how did they get that number?



            Answered 2022-Feb-15 at 03:46

            Firstly, feel free to submit a feedback here with the MS docs team to clarify with an official response on same.

            Meanwhile, I see, as they mention "In total, it takes 292 hours to complete the migration" it would include listing from source, reading from source, writing to sink, other activities, other than the data movement itself.

            If we consider approximately, for data volume of 2 PB and aggregate throughput of 2 GBps would give

            2PB = 2,097,152 GB BINARY and Aggregate throughput = 2BGps --> 2,097,152/2 = 1,048,576 secs --> 1,048,576 secs / 3600 = 291.271 hours

            Again, these are hypothetical. Further you can refer Plan to manage costs for Azure Data Factory and Understanding Data Factory pricing through examples.



            json.Marshal(): json: error calling MarshalJSON for type msgraph.Application
            Asked 2022-Mar-27 at 23:59

            What specific syntax or configuration changes must be made in order to resolve the error below in which terraform is failing to create an instance of azuread_application?

            THE CODE:

            The terraform code that is triggering the error when terraform apply is run is as follows:



            Answered 2021-Oct-07 at 18:35

            This was a bug, reported as GitHub issue:

            The resolution to the problem in the OP is to upgrade the version from 2.5.0 to 2.6.0 in the required_providers block from the code in the OP above as follows:



            How to create user delegation SAS after getting User Delegation key
            Asked 2022-Mar-22 at 20:43

            I want to generate User Delegation SAS Token to read the Azure BLOB I know we have to follow below step to get it.

            1. Get the oAuth Token from Azure Ad
            2. Generate user delegation key using oAuth Token
            3. Generate SAS Token using user delegation key

            I am able to find the Rest service for step 1 & 2, I don't find any Rest service for step 3.

            Is any Rest service is available to get the SAS Token using user delegation key

            Thanks in Advance.

            I am able to generate the delegation key and now I want to get SAS Token by using this user delegation key.

            Note :- I have to use only Rest service for it



            Answered 2022-Mar-22 at 13:45

            AFAIK, there is no REST API to create a User Delegation SAS Token/URL.

            Once you get the User Delegation Key which should contain the parameters needed to create User Delegation SAS, you will need to follow the instructions specified here:


            For signing purpose, you would need to use the Value returned when you acquired the User Delegation Key.

            This is what the response should be for getting the User Delegation Key:



            How to assign user to all possible groups in Azure Active Directory?
            Asked 2022-Mar-22 at 15:58

            I want to add to the user all possible group memberships in the Azure Active Directory, but there are so many groups so I dont want to do it manually, is there any script or button to do this quickly?



            Answered 2022-Mar-21 at 15:52

            try this in powershell install azure AD module



            Azure ASP.NET Core web api returns 404 for proxied multipart/form-data request
            Asked 2022-Mar-11 at 08:40

            I'm new to Azure and trying to set up my nextjs client app and my ASP.NET Core backend app. Everything seems to play well now, except for file uploads. It's working on localhost, but in production the backend returns a 404 web page (attached image) before reaching the actual API endpoint. I've also successfully tested to make a multipart/form-data POST request in Postman from my computer.

            The way I implemented this is that I'm proxying the upload from the browser through an api route (client's server side) to the backend. I have to go via the client server side to append a Bearer token from a httpOnly cookie.

            I've enabled CORS in Startup.cs:



            Answered 2022-Mar-10 at 06:35
            • Cross-Origin Resource Sharing (CORS) allows JavaScript code running in a browser on an external host to interact with your backend.

            • To allow all, use "*" and remove all other origins from the list.

            I could only allow origins, not headers and methods?

            Add the below configuration in your web.config file to allow headers and methods.



            Cosmos DB : Find the index of an item in an array
            Asked 2022-Mar-09 at 04:25

            I want to find the index number of all items in a nested array in Cosmos DB :

            Data :



            Answered 2022-Mar-09 at 04:25

            There is no built in support on Cosmos SQL API to achieve the above result. But you can implement the following suggestions

            1. You could either write your own logic in User Defined Function or retrieve the data and format it in the way you need on the Client Side

            2. Other way is to just include the index in the data model itself



            Azure, .Net, Cobertura - ##[warning]Multiple file or directory matches were found
            Asked 2022-Feb-16 at 10:41

            Hi i am trying to get code coverage with .net5 in azure pipeline.

            Run tests (not entire file)



            Answered 2021-Aug-25 at 08:52

            Please replace your PublishCodeCoverageResults with following steps:



            Apply yaml file using k8s SDK
            Asked 2022-Jan-17 at 16:00

            I’ve the following yaml which I need to apply using the K8S go sdk (and not k8s cli) I didn’t find a way with the go sdk as it is custom resource, any idea how I can apply it via code to k8s?

            This is the file

            Any example will be very helpful!



            Answered 2022-Jan-17 at 16:00

            You can use the k8sutil repo, see the apply example:



            Azure App Service .net6 Deploy - Error: EISDIR: illegal operation on a directory, open '/home/site/wwwroot/wwwroot/Identity/lib/bootstrap/LICENSE'
            Asked 2021-Nov-28 at 13:03

            I updated my core Blazor WebAssembly app to .net 6. Everything is fine, but the deploy from github actions doesn't work and throws this error:



            Answered 2021-Nov-15 at 05:26
            • On Linux, it's important that any bash deployment scripts that get run have Unix line endings (LF) and not Windows line endings (CRLF).

            • Kuduscript will generate scripts with platform-appropriate line endings, but if those scripts are modified, or if you provide your own custom deployment scripts, it's important to make sure that your editor doesn't change the line endings.

            • If something seems off with your deployment script, you can always use the Kudu console to delete the contents of /home/site/deployments/tools.

            • This is the directory where Kudu caches kuduscript-generated deployment scripts. On the next deployment, the script will be regenerated.

            • The error you're currently seeing is a Kudu issue with running node/npm for deployments.

            • The easiest and fastest resolution for what you are currently seeing is to specify engines.node in your package.json.

            Error: EISDIR: illegal operation on a directory, open '/home/site/wwwroot/wwwroot/Identity/lib/bootstrap/LICENSE'

            EISDIR stands for "Error, Is Directory". This means that NPM is trying to do something to a file but it is a directory. In your case, NPM is trying to "read" a file which is a directory. Since the operation cannot be done the error is thrown.

            Three things to make sure here

            1. Make sure the file exists. If it does not, you need to create it. (If NPM depends on any specific information in the file, you will need to have that information there).
            2. Make sure it is in fact a file and not a directory.
            3. It has the right permissions. You can change the file to have all permissions with "sudo chmod 777 FILE_NAME".

            Note: You are giving Read, Write and Execute permissions to every one on that file.


            Community Discussions, Code Snippets contain sources that include Stack Exchange Network


            No vulnerabilities reported

            Install AI-PredictiveMaintenance

            You can download it from GitHub.
            You can use AI-PredictiveMaintenance like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.


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