msprime | Simulate genealogical trees and genomic sequence data using population genetic models | Genomics library

by tskit-dev Python Version: 1.3.1 License: GPL-3.0

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

kandi X-RAY | msprime Summary

msprime is a Python library typically used in Artificial Intelligence, Genomics applications. msprime has no bugs, it has no vulnerabilities, it has build file available, it has a Strong Copyleft License and it has low support. You can install using 'pip install msprime' or download it from GitHub, PyPI.

msprime is a population genetics simulator based on tskit. Msprime can simulate random ancestral histories for a sample of individuals (consistent with a given demographic model) under a range of different models and evolutionary processes. Msprime can also simulate mutations on a given ancestral history (which can be produced by msprime or other programs supporting tskit) under a variety of genome sequence evolution models. Please see the documentation for more details, including installation instructions.

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Quality

Security

License

Reuse

Support

msprime has a low active ecosystem.

It has 151 star(s) with 81 fork(s). There are 20 watchers for this library.

There were 2 major release(s) in the last 12 months.

There are 78 open issues and 901 have been closed. On average issues are closed in 60 days. There are 7 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of msprime is 1.3.1

Quality

msprime has 0 bugs and 0 code smells.

Security

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

msprime code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

msprime is licensed under the GPL-3.0 License. This license is Strong Copyleft.

Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

Reuse

msprime releases are available to install and integrate.

Deployable package is available in PyPI.

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

msprime saves you 7196 person hours of effort in developing the same functionality from scratch.

It has 14885 lines of code, 1070 functions and 31 files.

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

Top functions reviewed by kandi - BETA

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

Simulate a model
Run num_replicates
Run the model until end_time is reached
Run the model
Parse a pedigree file
Build a copy of the table
Parse a pedigree header
Add an individual to the tree
Run the simulator
Evaluate the gcract length prediction
Evaluate the pairwise pairwise ellipse
Evaluate the SMM variance
Generate a random pedigree data
Resolve missing intervals
Runs the analytical analysis
Test the DFT vs coalescent
Test for Hudson breakpoints
Evaluate the analysis
Test to see if there are two trees
Test the number of trees
Adds the arguments to the given parser
Simulate a population
Compute the test time for each species in the tree
Test the SCM old time
Test for the test case
Generate epochs

Get all kandi verified functions for this library.

msprime Key Features

No Key Features are available at this moment for msprime.

msprime Examples and Code Snippets

No Code Snippets are available at this moment for msprime.

Community Discussions

Trending Discussions on Genomics

search for regex match between two files using python

Is there a way to permute inside using to variables in bash?

BigQuery Regex to extract string between two substrings

how to stop letter repeating itself python

Split multiallelic to biallelic in vcf by plink 1.9 and its variant name

Delete specific letter in a FASTA sequence

How to get the words within the first single quote in r using regex?

Does Apache Spark 3 support GPU usage for Spark RDDs?

Aggregating and summing columns across 1500 files by matching IDs in R (or bash)

Usage of compression IO functions in apache arrow

QUESTION

search for regex match between two files using python

Asked 2022-Apr-09 at 00:49

I´m working with two text files that look like this: File 1

...

ANSWER

Answered 2022-Apr-09 at 00:49

Perhaps you are after this?

Source https://stackoverflow.com/questions/71789818

QUESTION

Is there a way to permute inside using to variables in bash?

Asked 2021-Dec-09 at 23:50

I'm using the software plink2 (https://www.cog-genomics.org/plink/2.0/) and I'm trying to iterate over 3 variables.

This software admits an input file with .ped extention file and an exclude file with .txt extention which contains a list of names to be excluded from the input file.

The idea is to iterate over the input files and then over exclude files to generate single outputfiles.

Input files: Highland.ped - Midland.ped - Lowland.ped
Exclude-map files: HighlandMidland.txt - HighlandLowland.txt - MidlandLowland.txt
Output files: HighlandMidland - HighlandLowland - MidlandHighland - MidlandLowland - LowlandHighland - LowlandMidland

The general code is:

...

ANSWER

Answered 2021-Dec-09 at 23:50

Honestly, I think your current code is quite clear; but if you really want to write this as a loop, here's one possibility:

Source https://stackoverflow.com/questions/70298074

QUESTION

BigQuery Regex to extract string between two substrings

Asked 2021-Dec-09 at 01:11

From this example string:

...

ANSWER

Answered 2021-Dec-09 at 01:11

use regexp_extract(col, r"&q;Stockcode&q;:([^/$]*?),&q;.*")

if applied to sample data in your question - output is

Source https://stackoverflow.com/questions/70283253

QUESTION

how to stop letter repeating itself python

Asked 2021-Nov-25 at 18:33

I am making a code which takes in jumble word and returns a unjumbled word , the data.json contains a list and here take a word one-by-one and check if it contains all the characters of the word and later checking if the length is same , but the problem is when i enter a word as helol then the l is checked twice and giving me some other outputs including the main one(hello). i know why does it happen but i cant get a fix to it

...

ANSWER

Answered 2021-Nov-25 at 18:33

As I understand it you are trying to identify all possible matches for the jumbled string in your list. You could sort the letters in the jumbled word and match the resulting list against sorted lists of the words in your data file.

Source https://stackoverflow.com/questions/70112201

QUESTION

Split multiallelic to biallelic in vcf by plink 1.9 and its variant name

Asked 2021-Nov-17 at 13:56

I am trying to use plink1.9 to split multiallelic into biallelic. The input is that

...

ANSWER

Answered 2021-Nov-17 at 09:45

I used bcftools to complete the task.

https://github.com/samtools/bcftools/issues/1193

Source https://stackoverflow.com/questions/70001737

QUESTION

Delete specific letter in a FASTA sequence

Asked 2021-Oct-12 at 21:00

I have a FASTA file that has about 300000 sequences but some of the sequences are like these

...

ANSWER

Answered 2021-Oct-12 at 20:28

You can match your non-X containing FASTA entries with the regex >.+\n[^X]+\n. This checks for a substring starting with > having a first line of anything (the FASTA header), which is followed by characters not containing an X until you reach a line break.

For example:

Source https://stackoverflow.com/questions/69545912

QUESTION

How to get the words within the first single quote in r using regex?

Asked 2021-Oct-04 at 22:27

For example, I have two strings:

...

ANSWER

Answered 2021-Oct-04 at 22:27

For your example your pattern would be:

Source https://stackoverflow.com/questions/69442717

QUESTION

Does Apache Spark 3 support GPU usage for Spark RDDs?

Asked 2021-Sep-23 at 05:53

I am currently trying to run genomic analyses pipelines using Hail(library for genomics analyses written in python and Scala). Recently, Apache Spark 3 was released and it supported GPU usage.

I tried spark-rapids library start an on-premise slurm cluster with gpu nodes. I was able to initialise the cluster. However, when I tried running hail tasks, the executors keep getting killed.

On querying in Hail forum, I got the response that

That’s a GPU code generator for Spark-SQL, and Hail doesn’t use any Spark-SQL interfaces, only the RDD interfaces.

So, does Spark3 not support GPU usage for RDD interfaces?

...

ANSWER

Answered 2021-Sep-23 at 05:53

As of now, spark-rapids doesn't support GPU usage for RDD interfaces.

Source: Link

Apache Spark 3.0+ lets users provide a plugin that can replace the backend for SQL and DataFrame operations. This requires no API changes from the user. The plugin will replace SQL operations it supports with GPU accelerated versions. If an operation is not supported it will fall back to using the Spark CPU version. Note that the plugin cannot accelerate operations that manipulate RDDs directly.

Here, an answer from spark-rapids team

Source: Link

We do not support running the RDD API on GPUs at this time. We only support the SQL/Dataframe API, and even then only a subset of the operators. This is because we are translating individual Catalyst operators into GPU enabled equivalent operators. I would love to be able to support the RDD API, but that would require us to be able to take arbitrary java, scala, and python code and run it on the GPU. We are investigating ways to try to accomplish some of this, but right now it is very difficult to do. That is especially true for libraries like Hail, which use python as an API, but the data analysis is done in C/C++.

Source https://stackoverflow.com/questions/69273205

QUESTION

Aggregating and summing columns across 1500 files by matching IDs in R (or bash)

Asked 2021-Sep-07 at 13:09

I have 1500 files with the same format (the .scount file format from PLINK2 https://www.cog-genomics.org/plink/2.0/formats#scount), an example is below:

...

ANSWER

Answered 2021-Sep-07 at 11:10

a tidyverse solution

Source https://stackoverflow.com/questions/69086946

QUESTION

Usage of compression IO functions in apache arrow

Asked 2021-Jun-02 at 18:58

I have been implementing a suite of RecordBatchReaders for a genomics toolset. The standard unit of work is a RecordBatch. I ended up implementing a lot of my own compression and IO tools instead of using the existing utilities in the arrow cpp platform because I was confused about them. Are there any clear examples of using the existing compression and file IO utilities to simply get a file stream that inflates standard zlib data? Also, an object diagram for the cpp platform would be helpful in ramping up.

...

ANSWER

Answered 2021-Jun-02 at 18:58

Here is an example program that inflates a compressed zlib file and reads it as CSV.

Source https://stackoverflow.com/questions/67799265

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

Vulnerabilities

No vulnerabilities reported

Install msprime

You can install using 'pip install msprime' or download it from GitHub, PyPI.
You can use msprime 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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