TonY | natively run deep learning frameworks on Apache Hadoop

by linkedin Java Version: v0.4.6 License: Non-SPDX

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

kandi X-RAY | TonY Summary

TonY is a Java library typically used in Big Data, Deep Learning, Tensorflow, Spark, Hadoop applications. TonY has no bugs, it has no vulnerabilities, it has build file available and it has low support. However TonY has a Non-SPDX License. You can download it from GitHub, Maven.

TonY is a framework to natively run deep learning jobs on Apache Hadoop. It currently supports TensorFlow, PyTorch, MXNet and Horovod. TonY enables running either single node or distributed training as a Hadoop application. This native connector, together with other TonY features, aims to run machine learning jobs reliably and flexibly. For a quick overview of TonY and comparisons to other frameworks, please see this presentation.

Support

Quality

Security

License

Reuse

Support

TonY has a low active ecosystem.

It has 640 star(s) with 148 fork(s). There are 55 watchers for this library.

It had no major release in the last 12 months.

There are 32 open issues and 185 have been closed. On average issues are closed in 273 days. There are 3 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of TonY is v0.4.6

Quality

TonY has no bugs reported.

Security

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

License

TonY has a Non-SPDX License.

Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

Reuse

TonY releases are available to install and integrate.

Deployable package is available in Maven.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

Top functions reviewed by kandi - BETA

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

The main entry point
Creates a port with python port use
Creates the task executor
Initialize configuration
Main entry point
Copy files recursively
Starts the YARN cluster
Initializes the device information
Get GPU device information
Get main arguments
Get the number of GPU on a container
Gets memory size
Main loop
Creates a path to the driver script
Index the configuration
Gets the TensorFlowTask that matches the given priority
Index a single job
Initialises the worker options
Gets the cluster spec
Move intermediate files to finish
Renames the jhist files
Parse the localized file
Deletes all the year directories before the given date
Display the job logs
Runs the application master
Parses the cluster spec

Get all kandi verified functions for this library.

TonY Key Features

No Key Features are available at this moment for TonY.

TonY Examples and Code Snippets

No Code Snippets are available at this moment for TonY.

Community Discussions

Trending Discussions on TonY

My card is only displaying the back face. Why so?

Selecting the best-performing sales rep by date

SQL Insert with max ID + 1 (In-Depth)

Domain name regular expression

How to add field separator based on headers length?

ElasticSearch query to exclude certain results

One hot coding in Train Validation and Test set (Production data)

Why is there no duplicates in pandas dataframe.index?

group and join two tables based on id?

Add data to data frame depending on column value

QUESTION

My card is only displaying the back face. Why so?

Asked 2021-Jun-14 at 01:36

I'm creating a flip card memory game and the front isn't being displayed. Why so and how do I get it to be visible? I've tried overflow: visible but doesn't seem to effect it.

HTML

...

ANSWER

Answered 2021-Jun-14 at 01:36

A flip card can be created by creating a parent div that houses an inner div. Any flipping transformations can be done on the inner div in this example named Flip_Card_Inner_Container. The Back_Face needs to be transformed about the y-axis by 180˚. The backface-visibility property will prevent the images from showing through to the other side of the card. Press the Run code snippet button below to see the results:

Source https://stackoverflow.com/questions/67963550

QUESTION

Selecting the best-performing sales rep by date

Asked 2021-Jun-12 at 01:14

Given two tables, sales_reps and sales:

...

ANSWER

Answered 2021-Jun-12 at 01:14

Postgres has a mode() function, but it doesn't allow you to choose which rep to choose in the case of ties. For that, you can be more explicit:

Source https://stackoverflow.com/questions/67944830

QUESTION

SQL Insert with max ID + 1 (In-Depth)

Asked 2021-Jun-11 at 19:23

I wanted to further elaborate on a question being posed here- Insert and set value with max()+1 problems

Say we start with the same scenario SOLUTION:

...

ANSWER

Answered 2021-Jun-11 at 19:23

If an auto incremented column is not an option for a reason, try

Source https://stackoverflow.com/questions/67940384

QUESTION

Domain name regular expression

Asked 2021-Jun-09 at 21:34

I am trying to find if a string has valid domain names or not in JavaScript. As per requirement, these are my valid and invalid domain names.

Valid Domain:

api.google.com
*.api.google.com
*.api.google.user.com
tenant.my.centrify-kibble.net
aws.logs.security.stark.tony.com
myest.r-project.org
login-dev.qacloudad.com

Invalid Domain:

https://google.com
https://www.google.com
https://*.google.com
*.google.com/
*google.com/
*google.com
google.com.
login-dev.qacloudad.com.
login-dev.qacloudad.com.*
.login-dev.qacloudad.com

below code is working as expected for both valid as well as invalid domain except "*google.com". I am still getting valid expression as result for "*google.com"

How can I fix this RegEx?

...

ANSWER

Answered 2021-Jun-09 at 21:34

You may use the following pattern:

Source https://stackoverflow.com/questions/67911646

QUESTION

How to add field separator based on headers length?

Asked 2021-Jun-08 at 07:19

I'm trying to add a delimiter to the following text format (actual file has many more fields).

What I see is the length of each field is given by the length of each underscores blocks ------------ that are below each header.

Input:

...

ANSWER

Answered 2021-Jun-08 at 07:19

You may use this awk that will with any version of awk:

Source https://stackoverflow.com/questions/67877995

QUESTION

ElasticSearch query to exclude certain results

Asked 2021-Jun-08 at 07:10

I'm trying to write an ElasticSearch query that allows for filtering the results set. The application provides a filter for job titles and also an exclusion filter for the very same job titles. So for example, in the data set bellow, I want to filter for Engineer, but also exclude Software Engineer. The problem is that now the query also excludes Principal Software Engineer and it shoudn't.

Here's the data I'm using:

...

ANSWER

Answered 2021-Jun-07 at 13:41

You can use match phrase in your 'must_not' clause to exclude only the exact phrase 'Software Engineer'.

Source https://stackoverflow.com/questions/67872074

QUESTION

One hot coding in Train Validation and Test set (Production data)

Asked 2021-Jun-04 at 06:19

For example I have below train set.

...

ANSWER

Answered 2021-Jun-04 at 06:19

How to deal with new entry of level in production test data?

OneHotEncoder has an hyperparameter for this issue: handle_unknown

handle_unknown{‘error’, ‘ignore’}, default=’error’ Whether to raise an error or ignore if an unknown categorical feature is present during transform (default is to raise). When this parameter is set to ‘ignore’ and an unknown category is encountered during transform, the resulting one-hot encoded columns for this feature will be all zeros. In the inverse transform, an unknown category will be denoted as None.

As you can see, you have two different values for this hyperparameter. If in your test can appear new class (like your example with Danny), I recommend use the value ignore:

Source https://stackoverflow.com/questions/66901180

QUESTION

Why is there no duplicates in pandas dataframe.index?

Asked 2021-Jun-03 at 11:18

I just wrote a program for college using pandas to structure some unstructured data. I definitely made it harder than it should be, but I ended up finding something interesting.

here is the data I parsed

...

ANSWER

Answered 2021-Jun-03 at 11:18

The pandas DataFrame is designed for tabular data in which all the entries in any one column have the same type (e.g. integer or string). One row usually represents one instance, sample, or individual. So the natural way to parse your data into a DataFrame is to have two rows, one for each institution, and define the columns as what you have called index (perhaps with the address split into several columns), e.g. business type, street, city, state, post code, phone number, etc.

So there would be one row per institution, and the index would be used to assign a unique identifier to each of them. That's why it's desirable for the index to contain no duplicates.

Source https://stackoverflow.com/questions/67819444

QUESTION

group and join two tables based on id?

Asked 2021-May-30 at 08:39

I have a mysql table that looks something like this:

...

ANSWER

Answered 2021-May-30 at 07:10

 SELECT C.costumer,REF.NAME,REF2.NAME
 FROM OTHER_TABLE AS C
 JOIN TABLE_SOMETHING_LIKE_THIS AS REF ON C.BUY1=REF.ID
 JOIN TABLE_SOMETHING_LIKE_THIS AS REF2 ON C.BUY2=REF2.ID

Source https://stackoverflow.com/questions/67758648

QUESTION

Add data to data frame depending on column value

Asked 2021-May-26 at 12:20

I have a data frame that looks similar to this:

...

ANSWER

Answered 2021-May-26 at 12:20

you can create a new dataframe then do a left merge.

Source https://stackoverflow.com/questions/67702555

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

Vulnerabilities

No vulnerabilities reported

Install TonY

TonY is built using Gradle. To build TonY, run:.

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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