simpleflow | simple TensorFlow-like graph computation framework | Machine Learning library

 by   PytLab Python Version: Current License: MIT

kandi X-RAY | simpleflow Summary

kandi X-RAY | simpleflow Summary

simpleflow is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow applications. simpleflow has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However simpleflow build file is not available. You can download it from GitHub.

A simple TensorFlow-like graph computation framework in Python for learning purpose.
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            kandi-support Support

              simpleflow has a low active ecosystem.
              It has 189 star(s) with 51 fork(s). There are 13 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 1 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of simpleflow is current.

            kandi-Quality Quality

              simpleflow has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              simpleflow 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

              simpleflow releases are not available. You will need to build from source code and install.
              simpleflow has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              simpleflow saves you 126 person hours of effort in developing the same functionality from scratch.
              It has 316 lines of code, 72 functions and 5 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed simpleflow and discovered the below as its top functions. This is intended to give you an instant insight into simpleflow implemented functionality, and help decide if they suit your requirements.
            • Minimizes the gradient
            • Computes the gradients of the given target_op
            • Run an operation
            • Returns a list of all required nodes for an operation
            Get all kandi verified functions for this library.

            simpleflow Key Features

            No Key Features are available at this moment for simpleflow.

            simpleflow Examples and Code Snippets

            No Code Snippets are available at this moment for simpleflow.

            Community Discussions

            QUESTION

            spring batch table size limit
            Asked 2021-Sep-22 at 15:46

            I am currently trying to read a table with about 5 million records using spring batch. After several minutes I got the follwing exception: org.springframework.batch.item.ItemStreamException:

            ...

            ANSWER

            Answered 2021-Sep-22 at 15:46

            There is no limit to the size of the input table. You are facing this issue https://github.com/spring-projects/spring-batch/issues/3968 which has been fixed and planned for the next release, v4.3.4/v4.2.8.

            That said, according to the stack trace you shared, the issue happens when attempting to translate the original SQLException into a DataAccessException. So I would be curious to know what the original SQLException is about.

            Source https://stackoverflow.com/questions/69017397

            QUESTION

            StoredProcedureItemReader not able to retry on java.sql.SQLTimeoutException
            Asked 2021-Sep-10 at 14:23

            I am having difficulty in getting my StoredProcedureItemReader to Retry after it fails due to SQLTimeoutException. Here is the configuration for my step process:

            ...

            ANSWER

            Answered 2021-Sep-10 at 14:23

            Your RetryableItemReader only retries the read operation, but the timeout is happening while initializing the reader, ie in the open method. This can be seen here:

            Source https://stackoverflow.com/questions/69125902

            QUESTION

            Spring Batch Conditional Flow - The second flow always goes into status FAILED
            Asked 2021-Aug-18 at 04:01

            I have created a Spring Batch app and I'm struggling to implement a simple flow with a condition. Here's what I want to implement:

            I tried to achieve this implementing the following code:

            ...

            ANSWER

            Answered 2021-Jul-29 at 21:54

            Spring Batch does not allow alternative branches in the flow to be implicit. In other words, you need an on(...) for each case.

            Assuming decider() yields a proxied bean, it should work fine with

            Source https://stackoverflow.com/questions/68572763

            QUESTION

            Spring Batch ScriptItemProcessor
            Asked 2021-Apr-06 at 21:21

            I want to use a web scraping python script in my batch program but I cannot find any examples in the web for this. Hence, it's possible to use python scripts with the ScriptItemProcessor?

            Here's my simple code to test this:

            ...

            ANSWER

            Answered 2021-Mar-29 at 07:21

            The ScriptItemProcessor delegates item processing to a org.springframework.scripting.ScriptEvaluator. As of v5.3, Spring Framework provides three implementations of the ScriptEvaluator interface: BshScriptEvaluator, GroovyScriptEvaluator and StandardScriptEvaluator.

            By default, if you don't specify which ScriptEvaluator to use, the ScriptItemProcessor will use a StandardScriptEvaluator, see Javadoc of setScriptEvaluator. Now this StandardScriptEvaluator is based on JSR-223 javax.script, so you need to make sure the language you want to use is supported by the default ScriptEngine. In your case, python is not a supported language by default, and hence the error.

            If you want to use python through JSR-223, you can use Jython (adding the jar of Jython to the classpath should be enough, see Calling Python from Java through scripting engine (jython)?)

            Source https://stackoverflow.com/questions/66818971

            QUESTION

            Need help tracking down cause of JPASystemException
            Asked 2020-Jul-17 at 10:22

            I'm running a Spring Batch app that inserts a few thousand rows in my Postgresql database per batch. Every now & then, for no apparent reason, we get the following exception:

            ...

            ANSWER

            Answered 2020-Jul-14 at 20:37

            Use the exception methods documented here to troubleshoot the root cause for the exception in the stack trace of yours.

            https://docs.oracle.com/cd/E17802_01/products/products/persistence/javadoc-1_0-fr/javax/persistence/PersistenceException.html

            Source https://stackoverflow.com/questions/62839904

            QUESTION

            JpaPagingItemReader failing to read data and move to next step
            Asked 2020-Apr-16 at 09:17

            I have a Spring batch process that reads data from a SQL Server and writes to a file. The query I am using returns 350000 rows and takes about 2 minutes to run on SQL Server studio - so the query is tuned for best performance.

            Below is the JobConfiguration class:

            ...

            ANSWER

            Answered 2020-Apr-16 at 09:17
            1. Does the spring batch process query and fetch all the 350000 rows at once and give the records to processor in chunks of 50 (chunk size) ?

            No, it will read only pageSize items at once, not all of them (that's the point of a paging reader). ChunkSize and PageSize are different parameters. For example, you can read a page of 100 items and have 10 chunks of 10 items for each page. Matching the pageSize and chunkSize usually gives better performance. Please refer to the Javadoc.

            1. I have this line in the code JpaPagingItemReader reader = new JpaPagingItemReader<>();. Should the Person class be a Entity object for this to work or any will a POJO work fine?

            Yes, otherwise I don't see the purpose of using a JPA reader (a JDBC one would be enough).

            1. What could be causing the above exception?

            You have a NullPointerException here which means the entity manager is null. You need to call afterPropertiesSet on your reader to make sure it is correctly configured.

            Source https://stackoverflow.com/questions/61242046

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

            Vulnerabilities

            No vulnerabilities reported

            Install simpleflow

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