Comments (7)
Hi @ahmedasadik,
Thanks for writing to us. The newer version of CARNIVAL (will be submitted this week) won't support multithreading by itself, but if you use e.g. cplex solver, it natively supports multithreading and we would rely on this. How big is the problem that you want to solve with CARNIVAL?
from carnival.
I have many single-cell and bulk expression datasets that I need to use carnival for. So doing things in parallel is extremely important. Unfortunately, I don't have access to cplex and they refused an academic license because my institute is not a university.
from carnival.
At the current implementation that you use, the easiest way to handle it is sending each sample to a separate cluster node (through .sh or snakemake scripts). Just be sure that you setup a different working directory for each run, so the files won't be accidentally rewritten. We are working on making default pipelining for running CARNIVAL on many samples simultaneously, but this will be public only in a couple of months.
from carnival.
OK, but would it be possible to pass a "threads" and "randomseed" options to CBC, by modifying the carnivaloptions sent to the CBC command line? That way it would be much faster than it curretly is, especially that I built my CBC solver by enabling multithreading.
Otherwise, I would appreciate if you could tell me how to export the LP file send to the solver and then I can bash that in parallel.
I would appreciate your help very much.
from carnival.
If you wait for until the end of the next week, we can add this option to cbc indeed. We are currently wrapping up the next bioconductor release, to add another option for a solver won't be an issue. Also, in the new release it will be easy to save and collect the LP files. Can you make a new issue with suggesting options for cbc? I will later add a branch to it and you will get notified when it is done.
from carnival.
Thank you very much. I really appreciate it.
from carnival.
see #62
from carnival.
Related Issues (20)
- Feature Request: Omnipath network from original paper HOT 2
- Very different results with latest CARNIVAL release HOT 5
- Wrong column name inside the measurementsDf? HOT 1
- cbc error : 'data' must be of a vector type, was 'NULL' despite solution found HOT 1
- Reported 0 for perturbations activity HOT 1
- No DOT figure HOT 1
- Gurobi needs documentation
- How to use CARNIVAL to fit multiple conditions data HOT 2
- Some issues HOT 2
- Failing tests because local files were used HOT 1
- runCARNIVAL HOT 1
- Error in file(file, "rt"): cannot open the connection HOT 2
- progenyMembers.RData HOT 2
- Description about the output HOT 4
- error running Carnival with cbc solver HOT 1
- Carnival usage error HOT 2
- Transcription factors (TFs) absent from final carnival result HOT 12
- [BUG] Your bug or feature request HOT 3
- Using custom network for transcription factor input HOT 11
- General Recommendations for preprocessing RNA-Seq data HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from carnival.