TURL | Table Understanding through Representation Learning | Dataset library

 by   sunlab-osu Jupyter Notebook Version: Current License: Apache-2.0

kandi X-RAY | TURL Summary

kandi X-RAY | TURL Summary

TURL is a Jupyter Notebook library typically used in Artificial Intelligence, Dataset applications. TURL has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

This Repo contains code and data for "TURL: Table Understanding through Representation Learning".
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              TURL has a low active ecosystem.
              It has 77 star(s) with 20 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 6 open issues and 16 have been closed. On average issues are closed in 103 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of TURL is current.

            kandi-Quality Quality

              TURL has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              TURL is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              TURL releases are not available. You will need to build from source code and install.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed TURL and discovered the below as its top functions. This is intended to give you an instant insight into TURL implemented functionality, and help decide if they suit your requirements.
            • Train a model
            • Perform a single step
            • Rotate checkpoint files
            • Get a linear schedule with warmup
            • Evaluate a CER
            • Calculate the N DCG at k
            • Compute the DCG at the given point
            • Call the model
            • Helper function to cache the memory
            • Call attention on inputs
            • Call Transformer
            • Processes a single CT
            • Process a single RE request
            • Perform forward computation
            • Forward attention
            • Tokenize a table
            • Convert roberta checkpoint to pytorch model
            • Process a single hybrid table
            • Evaluate a CF file
            • Process a single entity table
            • Convenience function to call the model
            • Evaluate an analysis
            • Preprocess training data
            • Perform the prediction
            • Convert examples into features
            • Create a model from pretrained pretrained model
            Get all kandi verified functions for this library.

            TURL Key Features

            No Key Features are available at this moment for TURL.

            TURL Examples and Code Snippets

            No Code Snippets are available at this moment for TURL.

            Community Discussions

            QUESTION

            SQLAlchemy switch to python multiprocessing
            Asked 2020-Sep-16 at 01:44

            I am currently working on a web crawler. It works fine but I want to maximise the ressources I am trying to switch to multi-processing. But the second I try that I run into a wall of tracebacks and I cant seam to find what I am doing wrong as I am still novice with both SQLAlchemy and Python multi-processing.

            Here is how the parent loop looks like:

            ...

            ANSWER

            Answered 2020-Sep-16 at 01:44

            The solution is to make a new database session in each process, at the start of the crawl function (then pass it into make_url and scrape_url, either as a separate parameter or by making them all methods of one object). You should use a with closing(...) statement to make sure the session is closed when crawl finishes.

            You have another problem in the code: the while url loop needs to also wait for all the scrapers to finish, in case one of them finds additional URLs that also need to be scraped.

            As a suggestion for improvement, rather than using Process directly, you could use multiprocessing.Pool; that would let you control the number of scrapers running in parallel, which you'll probably eventually want to do (to avoid overloading the CPU, RAM, network and/or database). At that point, you could either still use a separate database session for each crawl call, or one per pool worker.

            Source https://stackoverflow.com/questions/63911880

            QUESTION

            ViewComponent was not found
            Asked 2020-Jul-17 at 12:36

            So I have a view component that is invoked from markup with the following code.

            ...

            ANSWER

            Answered 2020-Jul-17 at 12:36

            So... I took the error I was getting literally, and followed the idea that the view component could not be found (Even though component.invoke() works perfectly).

            I stumbled across this: ASP.NET Core MVC View Component search path

            The link says the runtime searches for the view in the following paths:

            • "/Views/{Controller Name}/Components/{View Component Name}/{View Name}"

            • "/Views/Shared/Components/{View Component Name}/{View Name}"

            • "/Pages/Shared/Components/{View Component Name}/{View Name}"

            In our project we don't have the view components in any of those locations. Our path is "/Pages/Components/{View Component Name}/{View Name}"

            This made me question why the invoke function finds the view components at all!

            Following the answer provided in that question I added the following to the startup.cs:

            Source https://stackoverflow.com/questions/62937870

            QUESTION

            Cut last folder from url/string with split and join
            Asked 2020-Jun-23 at 10:54

            Is there any easier way in Go (an elegant one with the generic imports) to combine URL parts and join them together without the last element, while not dissembling and putting it back together, but rather a smart cut ?

            All I want is to get rid of the /custom:* form the image name(s)

            ...

            ANSWER

            Answered 2020-Jun-22 at 19:10

            You can simply use the path.Dir function:

            Source https://stackoverflow.com/questions/62521762

            QUESTION

            Memory leak, misuse of thread?
            Asked 2020-Apr-03 at 08:27

            Im trying to use the threads for the first time, but cant tell why am i getting memory leak, cause of misuse of the thread, or cause im that stupid and forgot to free something, but at this point, i cant tell, which one (or both) is it.

            This is the procedure that is being called on click

            ...

            ANSWER

            Answered 2020-Apr-03 at 08:27

            So i found the issue. StringList from the TDomTree was referenced in thread that updated the ui. So therefore, when worker thread tried to destroy the searchResultTable, its TDomTree's StringList could not be terminated, creating exception, so whole TDomTree was not terminating.

            Source https://stackoverflow.com/questions/60976464

            QUESTION

            java.lang.IllegalStateException: Cannot call getInputStream() after getReader() has already been called for the current request
            Asked 2020-Mar-23 at 06:54

            I wrote interceptor:

            ...

            ANSWER

            Answered 2020-Mar-23 at 06:52

            To read request multiple time you will need to cache your request before it is read the 1st time. More info can be read here.

            Spring MVC provides the ContentCachingRequestWrapper class. It is a wrapper around the original HttpServletRequest object.

            To use it, we must first create a web filter which wraps the original HttpServletRequest:

            Source https://stackoverflow.com/questions/60808846

            QUESTION

            Error when calling Drive.Files.get(fileId,{alt: 'media'}) in Google apps script (Google Drive API / REST V2)
            Asked 2020-Feb-10 at 08:19

            I got an error when I try to get the content of a file (mimetype is "text/csv") stored in my Google drive using Drive.Files.get(fileId,{alt: 'media'}) from a Google apps script (I'm using Google Drive API / REST V2).

            The strange thing is that the content of my file seems to be returned inside the message of the error, as follow:

            ...

            ANSWER

            Answered 2020-Feb-10 at 08:19

            It appears that Google Apps Script can't handle a response from var myFile = Drive.Files.get(fileID,{alt: 'media'}); and if not already you might want to file as a bug.

            Edit: updated related issue ticket here.

            Instead of using the Drive Advanced Service you might find it easier to use DriveApp. Depending on the rest of your code no additional scopes would be required when mixing Drive and DriveApp calls.

            For example you could use:

            Source https://stackoverflow.com/questions/51726914

            QUESTION

            Thread 0 crashed
            Asked 2020-Feb-06 at 16:15

            I submitted my app to app store, they said it's crash when type url & press "Done" from keyboard, But my real device, my tester friends devices and simulator we tested on 13.3.1 it's working fine! Not able to find whats the issues here.

            this crash log from apple developer :

            my code:

            ...

            ANSWER

            Answered 2020-Feb-06 at 16:15

            Exception has Exception Code = 1 (second line in your exception):

            Source https://stackoverflow.com/questions/60097637

            QUESTION

            Where does Kerberos TGT originated from? AS or TGS?
            Asked 2020-Jan-28 at 17:43

            I have been studying Kerberos, and I am confused with which component sent the Ticket Granting Ticket(TGT) from KDC back to the Client?

            Some of the source I come across says, TGT originated from Ticket Granting Service(TGS), which I think is very logically sounded, since it make sense that a ticket(i.e. TGT) is granted by a Ticker granting service.

            However, some other source like these (https://software.intel.com/sites/manageability/AMT_Implementation_and_Reference_Guide/default.htm?turl=WordDocuments%2Fintroductiontokerberosauthentication.htm)

            The Authorization Server verifies the user’s access rights in the user database and creates a TGT and session key. The Authorization Sever encrypts the results using a key derived from the user’s password and sends a message back to the user workstation.

            implies that TGT originated from Authentication Service (AS).

            So, my question is: where does Kerberos TGT originated from? AS or TGS? I am more toward AS myself based on the above source but would like more input on this topic, thanks.

            ...

            ANSWER

            Answered 2020-Jan-28 at 17:43

            The TGT is a ticket issued to the krbtgt service. That's all it is. You can get tickets through either the AS or TGS flow.

            In order to get a ticket from the AS flow you need to have what Kerberos calls long term credentials to initiate or complete the flow. The AS-REP contains a value encrypted to that long term credential, so it's only useful if you have the password (or certificate, or whatever).

            In order to get a ticket from the TGS flow you need to have a ticket issued for krbtgt.

            The common practice is to use the AS flow to request a ticket to krbtgt using your password as the long term credential (or certificate, or whatever). There's nothing stopping you from requesting a different service in the AS-REQ, it just happens that no one does it because it defeats the purpose of using a TGT in place of the creds. There are specific services this is special-cased for like password change though where this is the only way you can get a ticket (say your password is expired, you can't get a TGT, but can get a changepw ticket).

            Once you have the TGT, you can request tickets to any other service using a TGS-REQ, including requesting another TGT by setting the service to krbtgt (it's effectively treated as a renew). The TGS-REP is returned to the client and contains the service ticket encrypted against the krbtgt session key. The client can decrypt it because it has the session key. Once it's decrypted the client converts it to an AP-REQ and hands it off to whatever application requested a ticket. The ticket in the AP-REQ is encrypted to the service password.

            Source https://stackoverflow.com/questions/59951318

            QUESTION

            Filter multidimensional array by keywords in (ex: title or description) values (PHP)
            Asked 2020-Jan-04 at 20:52

            How to filter multidimensional array with specific keyword in 'title' OR 'description' values, like the data array below:

            ...

            ANSWER

            Answered 2020-Jan-04 at 20:52

            You get this notice because key category is array. PHP tries to convert this array to string so as to apply preg_grep, that's why you receive this warning. I suppose you can do something like:

            Source https://stackoverflow.com/questions/59594508

            QUESTION

            chrome extension - sendResponse not waiting for async function
            Asked 2019-Nov-09 at 12:55

            I am having an issue of asynchronicity (I believe). sendResponse() in contentscript.js does not wait for getThumbnails() to return.

            I am sending a message in popup.js:

            ...

            ANSWER

            Answered 2019-Nov-09 at 12:55

            The callback of onMessage should return true in order to keep the internal messaging channel open so that sendResponse can work asynchronously.

            The problem is, your callback is declared with async keyword which means it returns a Promise so it can't return a literal true value because Chrome extensions API doesn't support Promise and hence can't resolve it.

            Use a standard function callback and a nested async IIFE:

            Source https://stackoverflow.com/questions/53024819

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

            Vulnerabilities

            No vulnerabilities reported

            Install TURL

            The model is mainly developped using PyTorch and Transformers. You can access the docker image we used here docker pull xdeng/transformers:latest.

            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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