Tokenize | All-in-one text tokenizer for Go | Parser library

by AlasdairF Go Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | Tokenize Summary

Tokenize is a Go library typically used in Utilities, Parser applications. Tokenize has no bugs, it has no vulnerabilities and it has low support. You can download it from GitHub.

This Tokenize package contains three functions that are extremely fast and efficient at tokenizing text. No regular expressions are used. The whole thing requires only two loops of the data, the first for UTF8 normalization and accent removal, the second for everything else. ##Warning The same underlying array is used for each token, this means you must copy the slice of bytes sent to the wordfn function if you intend to save the slices. Please see my Unleak package for an easy one-liner implementation of this. If you are counting the token occurances with my BinSearch package, with the native map implementation, or you are converting the slice of bytes to a string then it is not necessary to copy the slice since these implementations make their own copies.

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Support

Tokenize has a low active ecosystem.

It has 14 star(s) with 2 fork(s). There are 2 watchers for this library.

It had no major release in the last 6 months.

Tokenize has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of Tokenize is current.

Quality

Tokenize has no bugs reported.

Security

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

License

Tokenize does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

Tokenize releases are not available. You will need to build from source code and install.

Installation instructions are not available. Examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi has reviewed Tokenize and discovered the below as its top functions. This is intended to give you an instant insight into Tokenize implemented functionality, and help decide if they suit your requirements.

Paginate works the same as p_page except that it takes a marker as the marker function .
AllInOne iterates over the given byte slice and applies the function to each word .
WithProvidedBuffer adds the provided buffer to the given buffer .

Get all kandi verified functions for this library.

Tokenize Key Features

No Key Features are available at this moment for Tokenize.

Tokenize Examples and Code Snippets

No Code Snippets are available at this moment for Tokenize.

Community Discussions

Trending Discussions on Tokenize

Extracting multiple Wikipedia pages using Pythons Wikipedia

Why do I get error "Could not find a version that satisfies the requirement scipy==1.5.3" when running "pip install -r requirements.txt"?

Hugging Face: NameError: name 'sentences' is not defined

word frequency in multiple documents

Apache Camel's load balanced route doesn't work if one of the endpoint stops connecting

Force BERT transformer to use CUDA

Save/Export a custom tokenizer from google colab notebook

MemoryError with FastApi and SpaCy

Replace periods and commas with space in each file within the folder

ValueError: nlp.add_pipe now takes the string name of the registered component factory, not a callable component

QUESTION

Extracting multiple Wikipedia pages using Pythons Wikipedia

Asked 2021-Jun-15 at 13:10

I am not sure how to extract multiple pages from a search result using Pythons Wikipedia plugin. Some advice would be appreciated.

My code so far:

...

ANSWER

Answered 2021-Jun-15 at 13:10

You have done the hard part, the results are already in the results variable.

But the results need parsing by the wiki.page() nethod, which only takes one argument.

The solution? Use a loop to parse all results one by one.

The easiest way will be using for loops, but the list comprehension method is the best.

Replace the last two lines with the following:

Source https://stackoverflow.com/questions/67986624

QUESTION

Why do I get error "Could not find a version that satisfies the requirement scipy==1.5.3" when running "pip install -r requirements.txt"?

Asked 2021-Jun-15 at 02:20

I am trying to install all needed modules for an existing Django project. When I run pip install -r requirements.txt I get the following errors:

...

ANSWER

Answered 2021-Jan-26 at 13:05

Inside your requirements.txt change scipy line with this scipy==1.6.0 and save. Now retry pip installation.

Source https://stackoverflow.com/questions/65900701

QUESTION

Hugging Face: NameError: name 'sentences' is not defined

Asked 2021-Jun-14 at 15:16

I am following this tutorial here: https://huggingface.co/transformers/training.html - though, I am coming across an error, and I think the tutorial is missing an import, but i do not know which.

These are my current imports:

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ANSWER

Answered 2021-Jun-14 at 15:08

The error states that you do not have a variable called sentences in the scope. I believe the tutorial presumes you already have a list of sentences and are tokenizing it.

Have a look at the documentation The first argument can be either a string or list of string or list of list of strings.

Source https://stackoverflow.com/questions/67972661

QUESTION

word frequency in multiple documents

Asked 2021-Jun-13 at 15:46

i have a dataframe with the columns title and tokenized words. Now I read in all tokenized words into a list called vcabulary looking like this:

[['hello', 'my', 'friend'], ['jim', 'is', 'cool'], ['peter', 'is', 'nice']]

now I want to go through this list of lists and count every word for every list.

...

ANSWER

Answered 2021-Jun-13 at 15:32

Convert your 2D list, into a normal list, then use collections.Counter() to return a dictionary of each words occurrence count.

Source https://stackoverflow.com/questions/67959902

QUESTION

Apache Camel's load balanced route doesn't work if one of the endpoint stops connecting

Asked 2021-Jun-13 at 14:46

I have a scenario in which if my endpoint1 is down, all messages should be routed to endpoint2 or vice versa. In case both are up then messages should be sent in round robin fashion. Can someone please give some idea how to handle this scenario.

...

ANSWER

Answered 2021-Jun-13 at 14:46

// use load balancer with failover strategy
// 1 = which will try 1 failover attempt before exhausting
// false = do not use Camel error handling
// true = use round robin mode
.loadBalance().failover(1, false, true)
.to("direct:kafkaPosting1").to("direct:kafkaPosting2");

Source https://stackoverflow.com/questions/67939323

QUESTION

Force BERT transformer to use CUDA

Asked 2021-Jun-13 at 09:57

I want to force the Huggingface transformer (BERT) to make use of CUDA. nvidia-smi showed that all my CPU cores were maxed out during the code execution, but my GPU was at 0% utilization. Unfortunately, I'm new to the Hugginface library as well as PyTorch and don't know where to place the CUDA attributes device = cuda:0 or .to(cuda:0).

The code below is basically a customized part from german sentiment BERT working example

...

ANSWER

Answered 2021-Jun-12 at 16:19

You can make the entire class inherit torch.nn.Module like so:

Source https://stackoverflow.com/questions/67948945

QUESTION

Save/Export a custom tokenizer from google colab notebook

Asked 2021-Jun-12 at 09:28

I have a custom tokenizer and want to use it for prediction in Production API. How do I save/download the tokenizer?

This is my code trying to save it:

...

ANSWER

Answered 2021-Jun-12 at 09:28

Here is the situation, using a simple file to disentangle the issue from irrelevant specificities like pickle, Tensorflow, and tokenizers:

Source https://stackoverflow.com/questions/67936111

QUESTION

MemoryError with FastApi and SpaCy

Asked 2021-Jun-12 at 06:42

I am running a FastAPI (v0.63.0) web app that uses SpaCy (v3.0.5) for tokenizing input texts. After the web service has been running for a while, the total memory usage grows too big, and SpaCy throws MemoryErrors, results in 500 errors of the web service.

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ANSWER

Answered 2021-Jun-12 at 06:42

The SpaCy tokenizer seems to cache each token in a map internally. Consequently, each new token increases the size of that map. Over time, more and more new tokens inevitably occur (although with decreasing speed, following Zipf's law). At some point, after having processed large numbers of texts, the token map will thus outgrow the available memory. With a large amount of available memory, of course this can be delayed for a very long time.

The solution I have chosen is to store the SpaCy model in a TTLCache and to reload it every hour, emptying the token map. This adds some extra computational cost for reloading the SpaCy model from, but that is almost negligible.

Source https://stackoverflow.com/questions/67777505

QUESTION

Replace periods and commas with space in each file within the folder

Asked 2021-Jun-11 at 10:28

I have a folder that contains a group of files, and each file contains a text string, periods, and commas. I want to replace the periods and commas with spaces and print all the files afterwards.

I used Replace, but this error appeared to me:

...

ANSWER

Answered 2021-Jun-11 at 10:28

It seems you are trying to use the string function "replace" on a list. If your intention is to use it on all of the list's members, you can do it like so:

Source https://stackoverflow.com/questions/67935284

QUESTION

ValueError: nlp.add_pipe now takes the string name of the registered component factory, not a callable component

Asked 2021-Jun-10 at 07:41

The following link shows how to add custom entity rule where the entities span more than one token. The code to do that is below:

...

ANSWER

Answered 2021-Jun-09 at 17:49

You need to define your own method to instantiate the entity ruler:

Source https://stackoverflow.com/questions/67906945

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

Vulnerabilities

No vulnerabilities reported

Install Tokenize

You can download it from GitHub.

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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