TURL | Table Understanding through Representation Learning | Dataset library
kandi X-RAY | TURL Summary
kandi X-RAY | TURL Summary
This Repo contains code and data for "TURL: Table Understanding through Representation Learning".
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Top functions reviewed by kandi - BETA
- 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
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Community Discussions
Trending Discussions on TURL
QUESTION
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 01:44The 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.
QUESTION
So I have a view component that is invoked from markup with the following code.
...ANSWER
Answered 2020-Jul-17 at 12:36So... 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:
QUESTION
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 19:10You can simply use the path.Dir
function:
QUESTION
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 08:27So 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.
QUESTION
I wrote interceptor:
...ANSWER
Answered 2020-Mar-23 at 06:52To 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:
QUESTION
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 08:19It 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:
QUESTION
ANSWER
Answered 2020-Feb-06 at 16:15Exception has Exception Code = 1 (second line in your exception):
QUESTION
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 17:43The 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.
QUESTION
How to filter multidimensional array with specific keyword in 'title' OR 'description' values, like the data array below:
...ANSWER
Answered 2020-Jan-04 at 20:52You 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:
QUESTION
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 12:55The 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:
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