splink | scalable probabilistic data linkage using your choice

by moj-analytical-services Python Version: 4.0.0.dev6 License: MIT

X-Ray Key Features Code Snippets Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | splink Summary

splink is a Python library typically used in Big Data, Tensorflow, Spark applications. splink has no vulnerabilities, it has a Permissive License and it has low support. However splink has 1 bugs and it build file is not available. You can install using 'pip install splink' or download it from GitHub, PyPI.

splink implements Fellegi-Sunter's canonical model of record linkage in Apache Spark, including EM algorithm to estimate parameters of the model.

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Quality

Security

License

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Support

splink has a low active ecosystem.

It has 664 star(s) with 91 fork(s). There are 14 watchers for this library.

There were 10 major release(s) in the last 6 months.

There are 109 open issues and 282 have been closed. On average issues are closed in 69 days. There are 9 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of splink is 4.0.0.dev6

Quality

splink has 1 bugs (0 blocker, 0 critical, 0 major, 1 minor) and 68 code smells.

Security

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

splink code analysis shows 0 unresolved vulnerabilities.

There are 5 security hotspots that need review.

License

splink is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

splink releases are available to install and integrate.

Deployable package is available in PyPI.

splink has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions are available. Examples and code snippets are not available.

splink saves you 2101 person hours of effort in developing the same functionality from scratch.

It has 4610 lines of code, 187 functions and 35 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

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

Returns the SQL for tf adjustment
Add prefix to the tree
Returns a new tree with the given suffix
Compares two records
Generates blocks for blocks that are blocking
Generate where clause for a where condition
Generates a composite unique id from a list of nodes
Constructs a truth space table from the given labels table
Creates a truth space table from a labels table
Create a chart from a time series dataframe
Compute the Levenshtein at a given threshold
Compute the precision - recall chart for the given labels table
Return the parameters as a list of dictionaries
Computes the cumulative number of comparisons from the given blocking rules chart
Create a comparison between columns
Create a ROC chart from a label column
Generates the SQL to select the columns needed to select the table
Validates the settings dictionary against the schema
Generate markdown tables
Saves a chart to a file
Generate a precision recall chart from a label column
Computes all of the term frequencies for a given linker
Increments the number of random records that match the blocking rule
Get the columns to select for predictions
Counts the number of comparisons from the prediction
Generates a chart of parameter estimates

Get all kandi verified functions for this library.

splink Key Features

No Key Features are available at this moment for splink.

splink Examples and Code Snippets

No Code Snippets are available at this moment for splink.

Community Discussions

Trending Discussions on splink

Selenium webdriver : find element question

azure pyspark register udf from jar Failed UDFRegistration

QUESTION

Selenium webdriver : find element question

Asked 2021-Apr-08 at 20:02

I am trying to use python Selenium for the first time.
This would be a simple question for some of you but I am a bit disappointed here..

I would click on a link text which will open another webpage (WebDriver IE)

When I inspect the link I have this:

...

ANSWER

Answered 2021-Apr-08 at 19:26

Try to use one of the following locators:

Source https://stackoverflow.com/questions/67009827

QUESTION

azure pyspark register udf from jar Failed UDFRegistration

Asked 2021-Jan-15 at 18:19

I'm having trouble registering some udfs that are in a java file. I've a couple approaches but they all return :

Failed to execute user defined function(UDFRegistration$$Lambda$6068/1550981127: (double, double) => double)

First I tried this approach:

...

ANSWER

Answered 2021-Jan-15 at 07:49

Looking into the source code of the UDFs, I see that it's compiled with Scala 2.11, and uses Spark 2.2.0 as a base. The most probable reason for the error is that you're using this jar with DBR 7.x that is compiled with Scala 2.12 and based on Spark 3.x that are binary incompatible with your jar. You have following choices:

Recompile the library with Scala 2.12 and Spark 3.0
Use DBR 6.4 that uses Scala 2.11 and Spark 2.4

P.S. Overwriting classpath on Databricks sometimes could be tricky, so it's better to use other approaches:

Install your jar as library into cluster - this could be done via UI, or via REST API, or via some other automation, like, terraform
Use [init script][2] to copy your jar into default location of the jars. In simplest case it could look like as following:

Source https://stackoverflow.com/questions/65727002

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

Vulnerabilities

No vulnerabilities reported

Install splink

splink is a Python package. It uses the Spark Python API to execute data linking jobs in a Spark cluster. It has been tested in Apache Spark 2.3 and 2.4.