LogClass | TNSM 2021 : Anomalous Log Identification | Machine Learning library

 by   NetManAIOps Python Version: Current License: MIT

kandi X-RAY | LogClass Summary

kandi X-RAY | LogClass Summary

LogClass is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. LogClass has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

This repository provides an open-source toolkit for LogClass framework from W. Meng et al., "LogClass: Anomalous Log Identification and Classification with Partial Labels," in IEEE Transactions on Network and Service Management, doi: 10.1109/TNSM.2021.3055425. LogClass automatically and accurately detects and classifies anomalous logs based on partial labels.
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            kandi-support Support

              LogClass has a low active ecosystem.
              It has 129 star(s) with 37 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              LogClass has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of LogClass is current.

            kandi-Quality Quality

              LogClass has no bugs reported.

            kandi-Security Security

              LogClass has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              LogClass is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              LogClass releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed LogClass and discovered the below as its top functions. This is intended to give you an instant insight into LogClass implemented functionality, and help decide if they suit your requirements.
            • Train the classifier
            • Extract features from x
            • Train the model
            • Overrides save method
            • Run the test validation
            • Force a random sample ratio
            • Inference function
            • File handling
            • Load log files
            • Process a single line
            • Removes parameters from a string
            • Get the top k features of a SVM
            • Get feature names
            • Function to create TMF feature
            • Create TFIDF feature
            • Creates an IDF vector from the input vector
            • Calculate TF invF
            • Create term count feature
            • Creates a tf tf Tensor
            • Predict class labels
            • Parse command line arguments
            • Preprocess a dataset
            • Calculates infrequency for each token in input vector
            • Pretty print the parameters
            • Calculates the IDF for the input vector
            • Load params from file
            Get all kandi verified functions for this library.

            LogClass Key Features

            No Key Features are available at this moment for LogClass.

            LogClass Examples and Code Snippets

            No Code Snippets are available at this moment for LogClass.

            Community Discussions

            QUESTION

            Visual Studio Code on mac using python Error "syntax error: invalid syntax" at the line 'cerebro = bt.Cerebro()'
            Asked 2020-Nov-24 at 22:01

            I'm using VSCode with python to do some backtesting using backtrader. I just starting following a tutorial and the first test code seems to comeup with a syntax error when instantiating cerebro. Here is the code:

            ...

            ANSWER

            Answered 2020-Nov-24 at 22:01

            in def next() self.log() unmatched ( add a ) to the end of self.log('Close: {}'.format(self.dataclose[0])

            Source https://stackoverflow.com/questions/64994343

            QUESTION

            Implementing JS decorator to wrap class
            Asked 2020-Aug-02 at 12:51

            I'm trying to wrap class constructor and inject to some logic by using class decorator. Everything worked fine until I have tried to extend wrapped class: Extended class don't have methods in prototype.

            ...

            ANSWER

            Answered 2020-Aug-02 at 12:51

            Okay so I tried to figure out what is "wrong" with your code, but I was not able to make it work because it didn't typecheck. So, as a last resort, I'm posting a partial answer of my attempt, which works (with some quirks) so I can help other users who are more savvy with TypeScript.

            First of all, the quirks: class decorators in TS cannot modify the structure of a type, so if you wanted to, for example, add a method to the decorated class, you would be able to do it but you would have to eat up/suppress unavoidable type errors (TS2339) when calling those methods.

            There is a work around for this in this other question: Typescript adding methods with decorator type does not exist, but you would lose this current clean syntax for decorators if you do this.

            Now, my solution, taken more or less directly from the documentation:

            Source https://stackoverflow.com/questions/63215466

            QUESTION

            CreateWindowW() fails a first time and then works afterwards [C++]
            Asked 2020-May-04 at 19:50

            So I'm trying to program an application that will help me log something and facilitate my actions in the future.

            I wanted to make it as simple as possible, so I decided to use Win32API.

            So I've made the necessary and created the windows/styles I needed, etcetera.

            But there is something that triggers me a lot:

            When I click on a button called "Add attendee," a window shall popup and asks me an attendee's name.

            But when I click it a first time, nothing happens. But when I click it a second time, aforementioned window appears naturally.

            So as to discover which problem it is, I decided to put the GetLastError() function, but it unfortunately returned 0 whenever I click on the "Add attendee" button a first time(when the window doesn't popup).

            To know whether CreateWindowW() is the problem or not, I put std::clog << "Test" << std::endl; at the beginning of the WM_CREATE event. And as expected, the text doesn't show up a first time of clicking but it does a second time.

            To know further, I decided to do the following:

            • Put std::clog << "Test1" << std::endl; before CreateWindowW();
            • Put std::clog << "Test2" << std::endl; after CreateWindowW();
            • Put std::clog << "Test3" << std::endl; at the beginning of the WM_CREATE event;
            • Put std::clog << GetLastError() << std::endl; after std::clog << "Test2" << std::endl;.

            Gotten results:

            A first time:

            • "Test1" is successfully written;

            • "Test2" is successfully written;

            • "Test3" fails and doesn't show up;

            • GetLastError() returns 0.

            A second time:

            • "Test1" is successfully written;

            • "Test2" is successfully written;

            • "Test3" is successfully written;

            • GetLastError() returns 0.

            After this, I then tried the following:

            • Put std::clog << "Terminate" << std::endl; at the beginning of the WM_DESTROY and WM_CLOSE events.

            And as expected, "Terminate" is not written when I click on the "Add attendee" button a first time, and it does show up a second time when I close the window.

            So according to the obtained results, I then deduced that the problem comes from CreateWindowW(). But the real question is why? GetLastError() returns 0, so normally everything shall be fine.

            Here are the parts of my code that imply aforesaid results(entire code), have fun:

            ...

            ANSWER

            Answered 2020-May-04 at 19:50

            This answer is on behalf of @Igor Tandetnik:

            All I have to do is to put return 0; at the end of every switch-case statement and every message as follows:

            Source https://stackoverflow.com/questions/61563651

            QUESTION

            Spock unit testing assert log calls and see output
            Asked 2020-Apr-14 at 03:40

            I am using spock to test Java Spring Boot code. It gets a logback logger over the lombok @Slf4j annotation.

            Dummy class with log call

            ...

            ANSWER

            Answered 2020-Apr-14 at 03:40

            Actually in your MCVE you expect the warn(_, _) method to be called with two parameters, but you are not logging like that in Clazz, so either you have to change Clazz to also log an exception or change the test to expect a method call with one parameter. I am doing the latter here.

            As for your problem, the solution is to not use a mock but a spy. You need to tell Spock which exact class you want to spy on, though. This is because you cannot spy on an interface type, of course. I have chosen a SimpleLogger (change to whatever you use in your application).

            Source https://stackoverflow.com/questions/49771913

            QUESTION

            Using static variables as a logging switch in C++
            Asked 2020-Feb-29 at 11:49

            There's the main.cpp that has lots of Log prinkled wherever:

            ...

            ANSWER

            Answered 2020-Feb-29 at 08:04

            You can only statically initialize a variable at the point where it is getting defined. The initialization inside the main function is dynamic, so that's fine.

            I agree that the compiler error is weird though - the compiler might be trying to auto-deduct the "missing" type that should be there for a redefinition.

            Source https://stackoverflow.com/questions/60463075

            QUESTION

            USplineComponent Bounds SphereRadius failed infinite
            Asked 2020-Feb-08 at 21:51

            I`m new here.I have a problem using USplineComponent.

            I`m using C++ project (Unreal 4.22) and I use USplineComponent to make a Animation in my pickup items event.

            The problem occurs exactly when I build my Game (Development, Shipping, etc..)

            In Editor Mode it doesn`t!

            I`m getting this error:

            ...

            ANSWER

            Answered 2020-Feb-08 at 21:51

            I changed my implementation. I removed the GetLocationatDistanceAlongSpline. This function was returns inaccurate information... https://issues.unrealengine.com/issue/UE-27979

            Now, I have used a Linear Interpolation with Timeline function Thanks for Help!

            Source https://stackoverflow.com/questions/59813193

            QUESTION

            How to copy custom ObservableCollection elements to another custom ObservableCollection?
            Asked 2020-Jan-09 at 06:31

            I created a MTObservableCollection class that derives from ObservableCollection for multithreading. This is how the function looks like:

            ...

            ANSWER

            Answered 2020-Jan-09 at 06:31

            Try changing the parent of your MTObservableCollection like this:

            Source https://stackoverflow.com/questions/59636384

            QUESTION

            TypeScript class decorator for arrow function
            Asked 2020-Jan-08 at 07:35

            I'm trying to trace method calls in a Typescript class. Similar to: https://github.com/aiteq/trace

            The code prints out the method trace correctly for the greet1 method, but not for the greet2 arrow function. I believe it's treated as a class property.

            Any pointer on how I can print out the trace for the greet2 function?

            Output:

            ...

            ANSWER

            Answered 2020-Jan-08 at 07:35

            This is not possible if you look at generated code, you will see that arrow functions are created in the constructor, they are not part of prototype.

            So when decorator runs, it has no idea about the arrow function.

            For this, you have to create another decorator like @logMethod and apply it on the method declaration. That might work as in that case, decorator will be applied on a property, arrow function is essentially a property.

            Source https://stackoverflow.com/questions/59638564

            QUESTION

            Python - logger is not defined error if class using logger is imported rather then in main py file
            Asked 2019-Dec-09 at 04:39

            The code below will log from main and from RequestReport class just fine as is. It does not error at all and both main and RequestReport log to my file. However I want to put the class RequestReport in another file. If I move RequestReport in to another file called submod.py and uncomment the line from submod.py import RequestReport I get back an error that the logger is not defined logger.info('INFO LEVEL - REQUEST THREAD') NameError: name 'logger' is not defined.

            My code in the RequestReport class is much more involved and for everthing but the logger it doesnt matter that the class lives in another file. Why does the logger not find importing the class as good as having it in the same file?

            Example Works - https://repl.it/@RichZellmer/logclass

            Example Fails - https://repl.it/@RichZellmer/logclassfail

            ...

            ANSWER

            Answered 2019-Dec-09 at 04:11

            Umm... you need tabs for the code in the class. Ask me if it still doesn't work.

            Source https://stackoverflow.com/questions/59242295

            QUESTION

            Can't fix android.content.res.Resources$NotFoundException
            Asked 2019-May-01 at 11:13

            My app keeps crushing, please help.

            ...

            ANSWER

            Answered 2019-Feb-25 at 15:42

            Creating a new Basic activity that has a bottom navigation menu by default somehow corrupted the list of images I had. I still don't know the reason.

            What I did to fix the error was to use List.clear(); in every arraylist I had, and then remake them.

            I had to do this because they were saved on gson, so I had to reset them, save them, and then remake the list.

            Source https://stackoverflow.com/questions/50975715

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

            Vulnerabilities

            No vulnerabilities reported

            Install LogClass

            Several example experiments using LogClass are included in this repository.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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