simpleflow | simple TensorFlow-like graph computation framework | Machine Learning library
kandi X-RAY | simpleflow Summary
kandi X-RAY | simpleflow Summary
A simple TensorFlow-like graph computation framework in Python for learning purpose.
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Top functions reviewed by kandi - BETA
- Minimizes the gradient
- Computes the gradients of the given target_op
- Run an operation
- Returns a list of all required nodes for an operation
simpleflow Key Features
simpleflow Examples and Code Snippets
Community Discussions
Trending Discussions on simpleflow
QUESTION
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 15:46There 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.
QUESTION
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 14:23Your 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:
QUESTION
ANSWER
Answered 2021-Jul-29 at 21:54Spring 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
QUESTION
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 07:21The 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)?)
QUESTION
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 20:37Use the exception methods documented here to troubleshoot the root cause for the exception in the stack trace of yours.
QUESTION
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
- 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.
- 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).
- 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.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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No vulnerabilities reported
Install simpleflow
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.
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