summarizer | Reddit bot that summarizes news articles | Natural Language Processing library

 by   PhantomInsights Python Version: Current License: MIT

kandi X-RAY | summarizer Summary

kandi X-RAY | summarizer Summary

summarizer is a Python library typically used in Artificial Intelligence, Natural Language Processing applications. summarizer 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 algorithm was designed to work primarily on Spanish written articles. It consists on several steps:. Before starting out we need to initialize the spaCy library. That line of code will load the Spanish model which I use the most. If you are using another language please refer to the Requirements section so you know how to install the appropriate model.
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            kandi-support Support

              summarizer has a low active ecosystem.
              It has 256 star(s) with 31 fork(s). There are 15 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 2 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of summarizer is current.

            kandi-Quality Quality

              summarizer has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              summarizer 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

              summarizer 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 are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed summarizer and discovered the below as its top functions. This is intended to give you an instant insight into summarizer implemented functionality, and help decide if they suit your requirements.
            • Compute a summary of an article
            • Gets the top sentences of the article
            • Score a single line
            • Get the top words from the scored list
            • Clean the article text
            • Generate a word cloud
            • Uploads an image
            • Add extra words to the list
            Get all kandi verified functions for this library.

            summarizer Key Features

            No Key Features are available at this moment for summarizer.

            summarizer Examples and Code Snippets

            Stream the RSS feed
            javadot img1Lines of Code : 42dot img1License : Permissive (MIT License)
            copy iconCopy
            public static void streamFeed() {
            		
            		StatusListener listener = new StatusListener(){
            
            			@Override
            			public void onException(Exception e) {
            				e.printStackTrace();
            			}
            
            			@Override
            			public void onDeletionNotice(StatusDeletionNotice arg) {
                 
            The RSS feed .
            javadot img2Lines of Code : 24dot img2License : Permissive (MIT License)
            copy iconCopy
            @GetMapping(value = "/rss2", produces = {"application/rss+xml", "application/rss+json"})
                @ResponseBody
                public Channel articleHttpFeed() {
                    List items = new ArrayList<>();
                    Article item1 = new Article();
                    item1.setLi  
            Creates a RSS channel .
            javadot img3Lines of Code : 23dot img3License : Permissive (MIT License)
            copy iconCopy
            private Channel buildChannel(List articles){
                    Channel channel = new Channel("rss_2.0");
                    channel.setLink("http://localhost:8080/spring-mvc-simple/rss");
                    channel.setTitle("Article Feed");
                    channel.setDescription("Article F  

            Community Discussions

            QUESTION

            Monkeypatching an instance attribute not set on __init__
            Asked 2022-Feb-15 at 22:50

            Having some trouble understanding how to mock a class instance attribute. The class is defined by the package "newspaper3k", e.g.: from newspaper import Article.

            I have been stuck on this for a while and I seem to be going nowhere even after looking at the documentation. Anyone can give me a pointer on this?

            ...

            ANSWER

            Answered 2022-Feb-15 at 22:50

            Following MrBean Bremen advice... After going through the documentation again, again, I learned quite a few important things. I also consumed a few tutorials, but ultimately, none of them solved my problem or at least were not, IMO, good at explaining what the hell I was doing.

            I was able to mock class attributes and instance methods when all I wanted to was to mock an instance attribute. I also read many tutorials, which did not help me fully understand what I was doing either.

            Eventually, after a desperate google search with a piece of my own code that should not yield any important results (i.e.: mocker.patch.object(Article, summary="abc", create=True)), I came across the best tutorial I found all around the web over the last week, which finally helped me connect the docs.

            The final solution for own my question is (docstring includes the tutorial that helped me):

            Source https://stackoverflow.com/questions/71103849

            QUESTION

            How to Iterate all the rows in dataframe and returning the results for all the rows?
            Asked 2022-Jan-27 at 19:11

            I do have 1 column and 3 rows in dataframe. The dataframe is below

            ...

            ANSWER

            Answered 2022-Jan-27 at 19:11

            You overwrite the value of text at each iteration - so it gets changed to "It's related to virus", then changed to "It's a movie story" and the previous value forgotten, and finally changed to "Article related to finance" and both the previous values forgotten.

            Instead of using a single string, use a list of strings and append to it at each iteration, like this:

            Source https://stackoverflow.com/questions/70884327

            QUESTION

            Pattern for Java generics for "internal" type
            Asked 2022-Jan-04 at 20:59

            I have a class. Its public interface (excluding the constructor) is not generic, but its internal logic is. A simplified example of this is:

            ...

            ANSWER

            Answered 2022-Jan-04 at 20:59

            You can always have a single-level wrapper:

            Source https://stackoverflow.com/questions/70584924

            QUESTION

            Trying to check similarity of 2 columns full of strings with Python and Pysimilar or DamerauLevenshtein
            Asked 2021-Nov-16 at 21:39

            I tried to summarize texts with a summarizer! The problem is that I would like to see if these texts are too similar, to do this I could read on google that I could use packages like pysimilar or fastDamerauLevenstein.... the problem and that they seem to work only 1 text only... Would you know how to do it for example 4 texts or more?

            ...

            ANSWER

            Answered 2021-Nov-16 at 21:39

            You need to make a function that takes in a row with two columns of values, and calls compare on both of them, then apply it to the dataframe.

            Source https://stackoverflow.com/questions/69996181

            QUESTION

            Apache Airflow: No such file or directory: 'beeline' when trying to execute DAG with HiveOperator
            Asked 2021-Oct-29 at 06:41

            Receiving below error in task logs when running DAG:

            FileNotFoundError: [Errno 2] No such file or directory: 'beeline': 'beeline'

            This is my DAG:

            ...

            ANSWER

            Answered 2021-Oct-29 at 06:41

            The 'run_as_user' feature uses 'sudo' to switch to airflow user in non-interactive mode. The sudo comand will never (no matter what parameters you specify including -E) preserve PATH variable unless you do sudo in --interactive mode (logging in by the user). Only in the --interactive mode the user's .profile , .bashrc and other startup scripts are executed (and those are the scripts that set PATH for the user usually).

            All non-interactive 'sudo' command will have path set to secure_path set in /etc/sudoers file.

            My case here:

            Source https://stackoverflow.com/questions/69761943

            QUESTION

            Pandas read_csv PermissionError: [Errno 1] Operation not permitted: Jupyter Notebook
            Asked 2021-Sep-16 at 16:19

            Where/How can I grant permission for Pandas to read_csv in Jupyter Notebook?

            Here's what I'm running:

            ...

            ANSWER

            Answered 2021-Sep-16 at 16:19

            The problem is with the path you saved your datasets. You can change the address and save it in a new address may solve the issue because the path you saved is your System PATH and needs permission to use.

            Source https://stackoverflow.com/questions/69210594

            QUESTION

            How to import gensim summarize
            Asked 2021-Sep-06 at 20:34

            I got gensim to work in Google Collab by following this process:

            ...

            ANSWER

            Answered 2021-Sep-05 at 16:08

            So I had to download specifically

            Source https://stackoverflow.com/questions/69064948

            QUESTION

            Spark regression only working with one feature
            Asked 2021-Jul-28 at 03:47

            I have some data (~1 MB) on customers of a service provider. I'm trying to predict using Spark (PySpark on Databricks) if they will end their subscription (churn) based on a few features.

            One-Feature Model

            To start, I tried with only one feature and saw a successful training:

            ...

            ANSWER

            Answered 2021-Jul-28 at 03:47

            The reason of the error is because your data contains null values

            Caused by: org.apache.spark.SparkException: Encountered null while assembling a row with handleInvalid = "error". Consider removing nulls from dataset or using handleInvalid = "keep" or "skip".

            This is the count of null values of the data you shared from Kaggle

            Source https://stackoverflow.com/questions/68501644

            QUESTION

            Writing output of a text summarizer to a file replaces the previous summary
            Asked 2021-Jul-12 at 09:10

            I am trying to write output of pprint to a file, but while doing so it replaces my previous output.

            ...

            ANSWER

            Answered 2021-Jul-12 at 09:10

            I solved my problem with a simple fix as below -

            Source https://stackoverflow.com/questions/68299887

            QUESTION

            Not able to import from `gensim.summarization` module in Django
            Asked 2021-Jun-17 at 17:16

            I have included the 2 import statements in my views.py

            ...

            ANSWER

            Answered 2021-Jun-17 at 11:59

            You can run pip freeze within your environment to ensure it is installed here.

            If it is, then you should check naming of any modules or files you have in your directory to ensure there are no conflicts.

            Source https://stackoverflow.com/questions/68018745

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

            Vulnerabilities

            No vulnerabilities reported

            Install summarizer

            You can download it from GitHub.
            You can use summarizer 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.

            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 .
            Find more information at:

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            CLONE
          • HTTPS

            https://github.com/PhantomInsights/summarizer.git

          • CLI

            gh repo clone PhantomInsights/summarizer

          • sshUrl

            git@github.com:PhantomInsights/summarizer.git

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