ConsensusClusterPlus dosesn't make an output file
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Diana • 0
@99444b2e
Last seen 10 months ago
Russia

Enter the body of text here

I am trying to run ConsensusClusterPlus in a Jupyter notebook with code below. And I can't find the output file anywhere. I tried pdf and png options.

to set environmet, I use:

import os os.environ['R_HOME'] = 'C:\Folder\R' import rpy2.robjects as ro from rpy2.robjects import pandas2ri pandas2ri.activate() %load_ext rpy2.ipython %cd D:\Coding\Workdir

# here is the data preparation
data_for_cluster <- read.csv('data_log2_centered.csv', header = TRUE)
data_for_cluster <- data.frame(data_for_cluster[,-1], row.names = data_for_cluster[,1])

# get  1500 most variable genes, measured by median absolute deviation
mads=apply(data_for_cluster,1,mad)
# write.csv(mads, 'mads.csv', row.names = TRUE)
data_for_cluster <- data_for_cluster[rev(order(mads))[1:1500],]

# convert dataframe to  matrix
data_for_cluster_mat <- data.matrix(data_for_cluster) 
data_for_cluster_mat[0:3, 0:3]

# run CCP

library("ConsensusClusterPlus")
title=tempdir()
results = ConsensusClusterPlus(data_for_cluster, maxK=5,reps=50, pItem=0.8, pFeature=1,
                title=title,clusterAlg="hc", distance="pearson", seed=42, plot='png')
ConsensusClusterPlus RNASeqData • 501 views
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@james-w-macdonald-5106
Last seen 3 hours ago
United States

Here's the relevant section of the function:

if(is.null(plot)){
    ##nothing
  }else if(plot=="pngBMP"){
    bitmap(paste(title,"/","consensus%03d.png",sep=""))
  }else if(plot=="png"){
    png(paste(title,"/","consensus%03d.png",sep=""))

By setting title <- tempdir() you are writing the png out in a temporary directory instead of your working directory.

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Thank you!

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