sona | arming Spark with a powerful Parameter Server

 by   Angel-ML Scala Version: 0.1.0 License: Apache-2.0

kandi X-RAY | sona Summary

kandi X-RAY | sona Summary

sona is a Scala library typically used in Big Data, Spark applications. sona has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

Spark On Angel (SONA), arming Spark with a powerful Parameter Server, which enable Spark to train very big models.
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              sona has a low active ecosystem.
              It has 80 star(s) with 49 fork(s). There are 9 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 14 open issues and 6 have been closed. On average issues are closed in 16 days. There are 4 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of sona is 0.1.0

            kandi-Quality Quality

              sona has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              sona 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

              sona releases are available to install and integrate.
              Installation instructions are available. Examples and code snippets are not available.
              It has 51726 lines of code, 4142 functions and 536 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

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            sona Key Features

            No Key Features are available at this moment for sona.

            sona Examples and Code Snippets

            No Code Snippets are available at this moment for sona.

            Community Discussions

            QUESTION

            VS code does not recognise letters Õ, Ä, Ö, Ü but encoding is UTF-8
            Asked 2022-Feb-18 at 21:21

            I have been coding in English so far but now it is necessary to code in my native language which is Estonian. We have letters like Õ, Ä, Ö and Ü but VS code does not seem to like them that much.

            Here is an example code and also output:

            ...

            ANSWER

            Answered 2022-Feb-18 at 21:21

            There actually was a super easy fix for this...

            Source https://stackoverflow.com/questions/71114413

            QUESTION

            nexus-staging-maven-plugin: maven deploy failed: An API incompatibility was encountered while executing
            Asked 2022-Feb-11 at 22:39

            This worked fine for me be building under Java 8. Now under Java 17.01 I get this when I do mvn deploy.

            mvn install works fine. I tried 3.6.3 and 3.8.4 and updated (I think) all my plugins to the newest versions.

            Any ideas?

            ...

            ANSWER

            Answered 2022-Feb-11 at 22:39

            Update: Version 1.6.9 has been released and should fix this issue! 🎉

            This is actually a known bug, which is now open for quite a while: OSSRH-66257. There are two known workarounds:

            1. Open Modules

            As a workaround, use --add-opens to give the library causing the problem access to the required classes:

            Source https://stackoverflow.com/questions/70153962

            QUESTION

            How to create a counter using recursion to get the total employees(direct or indirect) under a manager_id in javascript?
            Asked 2022-Jan-17 at 16:43

            I have an excel file with data like this

            Name WorkerId ManagerId Tom 179 180 Liz 150 179 Ricki 120 179 sona 113 150 Preet 558 150 mina 89 558 Yukti 45 120

            And I want a function CountEmployee(manager_id) that will return all the employees under him. For example:

            CountEmployee(179) = 6 , CountEmployee(150) = 3

            I am using papa parse library to parse this excel into object, and wrote an recursive function to get the total employee.

            parseCsv to parse the csv

            ...

            ANSWER

            Answered 2022-Jan-17 at 16:43

            Changing the code slightly will allow us to call CountEmployee recursively. We'd pass in the rows variable for each call (to save reading in repeatedly), then add each employee's direct worker count to get the total for each manager.

            The getDirectEmployees() function uses a simple Array.filter() to return the employees working directly for each manager.

            Source https://stackoverflow.com/questions/70744026

            QUESTION

            python functions not returning their values properly?
            Asked 2021-Dec-16 at 01:25

            I am trying to learn python and I have just gotten past conditional statements and I'm working on creating my own functions.

            Would you mind telling me what I am doing wrong that I have to write the convoluted print statement at the end that calls all of my functions one by one?

            Also any style tips would also be greatly appreciated.

            Thanks in advance for anything you can provide.

            ...

            ANSWER

            Answered 2021-Dec-15 at 08:59

            IIUC, you can unnest your print like this:

            Source https://stackoverflow.com/questions/70360748

            QUESTION

            How to pass schema name and table name as input then get memory size and row_count as output in plsql
            Asked 2021-Aug-25 at 07:18

            I am trying to create a procedure that returns row count and size of table(in bytes) dynamically. What I want is pass schema and table name as a input then get memory size and row count for output.Here is my code :

            ...

            ANSWER

            Answered 2021-Aug-25 at 07:18

            Not exactly using COUNT(), but NUM_ROWS should do:

            Source https://stackoverflow.com/questions/68884984

            QUESTION

            list.remove(x): not in list even though it's a sample from that list
            Asked 2021-Jul-18 at 12:11

            I had a lot of trouble to get my client server communication to work, but having finally achieved that I have one final small issue that I can't wrap my head around. I have a list of "stocks" on which I run a function that alters the value of said stocks in a certain range, and another one that "swaps" the original list, in other words, creates another list in the same style of the first one with the new values. After this I establish a connection between a client and a server process and pick a sample from the created list and after back and forth between the processes, there's an option on which if the client decides to accept that stock, the server should send it and then proceed to delete it. Everything in the code runs fine and the stock is sent, except for the fact that after sending the stock I can't delete it from my list in the server side, since I get an error list.remove(x): x not in list.

            Server code (fixed version)

            ...

            ANSWER

            Answered 2021-Jul-18 at 11:49

            First, check if object is in list:

            if x in list: list.remove(x)

            Source https://stackoverflow.com/questions/68428753

            QUESTION

            Remove list element if x% variation
            Asked 2021-Jul-15 at 21:48

            I'm using the randint() function to change the values that are initially present on a list. However, I want there to be a range for all of these to change. Specifically, if they go 25% over their initial value or 25% under they are removed from the list, but I'm not sure how to do this.

            I tried to do it in a single function but I don't think that's the way so, I made another function which carries the unaltered list. Then I can compare the 2 but I'm not sure how to set the 25% limit for the variation of the values. The way I did it gives me an error when I run the function.

            I also tried doing this:

            ...

            ANSWER

            Answered 2021-Jul-15 at 21:48

            If I've understood what you're trying to do correctly, then I think this should work?

            Source https://stackoverflow.com/questions/68398402

            QUESTION

            VBA: .Offset function not working for Autofiltered range
            Asked 2021-Jun-24 at 18:50

            I have a dataset in which i wish to filter and delete all filtered rows based one a specified criteria.

            The code I have below is working perfectly, except for the fact that it is also deleting the header row with each iteration. My hopes were that the .Offset(1,0) function would adress this, but so far no luck.

            ...

            ANSWER

            Answered 2021-Jun-24 at 18:50

            Find the last row on the sheet, and then delimit the range you're calling SpecialCells on :

            Source https://stackoverflow.com/questions/68120192

            QUESTION

            ID conversion from Drosophila Gene Symbols to Human Gene Symbols
            Asked 2021-Jan-22 at 16:08

            I am looking for an R solution (or a general logic solution) to convert Drosophila melanogaster gene ids into Homo sapiens gene ids. Using R/BiomaRt is problematic, due to the ever-changing nature of the BiomaRt dataset, and its dependence on an internet connection and server status.

            The gene ids are in the FlyBase format, but I also have human-friendly gene symbols, e.g.

            ...

            ANSWER

            Answered 2021-Jan-22 at 16:08

            I think you can use the FlyBase orthologs table, which is periodically updated and also has DIOPT scores for each ortholog: ftp://ftp.flybase.net/releases/current/precomputed_files/orthologs/dmel_human_orthologs_disease_fb_2020_06.tsv.gz

            Source https://stackoverflow.com/questions/65848648

            QUESTION

            Manipulate JavaScript Array for displaying in HTML Table
            Asked 2020-Dec-03 at 16:40

            I am getting results from my MySQL in an array like this:

            ...

            ANSWER

            Answered 2020-Dec-03 at 09:34

            Assuming you have setup the input as

            Source https://stackoverflow.com/questions/65123032

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

            Vulnerabilities

            No vulnerabilities reported

            Install sona

            SONA supports three types of runtime models: YARN, K8s and Local. The local mode enable it easy to debug. sona quick start.

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            https://github.com/Angel-ML/sona.git

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            gh repo clone Angel-ML/sona

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