diff options
Diffstat (limited to 'gn3/computations')
-rw-r--r-- | gn3/computations/biweight.R | 23 | ||||
-rw-r--r-- | gn3/computations/biweight.py | 25 | ||||
-rw-r--r-- | gn3/computations/correlations.py | 7 | ||||
-rw-r--r-- | gn3/computations/test_biweight.R | 25 |
4 files changed, 15 insertions, 65 deletions
diff --git a/gn3/computations/biweight.R b/gn3/computations/biweight.R deleted file mode 100644 index e424360..0000000 --- a/gn3/computations/biweight.R +++ /dev/null @@ -1,23 +0,0 @@ - -library(WGCNA) - -arg_values <- commandArgs(trailingOnly = TRUE) -ParseArgs <- function(args){ - - trait_vals <- as.numeric(unlist(strsplit(args[1], split=" "))) - target_vals <- as.numeric(unlist(strsplit(args[2], split=" "))) - - return(list(trait_vals= c(trait_vals),target_vals = c(target_vals))) - -} -BiweightMidCorrelation <- function(trait_val,target_val){ - - results <- bicorAndPvalue(c(trait_val),c(target_val)) - return ((c(c(results$bicor)[1],c(results$p)[1]))) - -} - - -parsed_values <- ParseArgs(arg_values) - -cat((BiweightMidCorrelation(parsed_values[1],parsed_values[2])))
\ No newline at end of file diff --git a/gn3/computations/biweight.py b/gn3/computations/biweight.py index e598a5b..f5eecb2 100644 --- a/gn3/computations/biweight.py +++ b/gn3/computations/biweight.py @@ -1,20 +1,17 @@ - - -"""module contains script to call biweight mid\ -correlation in R""" +"""module contains script to call biweight midcorrelation in R""" import subprocess -import os -from pathlib import Path + from typing import List +from typing import Tuple -FILE_PATH = os.path.join(Path(__file__).parent.absolute(), "biweight.R") +from gn3.settings import BIWEIGHT_RSCRIPT -def call_biweight_script(trait_vals: List, - target_vals: List, - path_to_script: str = FILE_PATH, - command: str = "Rscript" - ): +def calculate_biweight_corr(trait_vals: List, + target_vals: List, + path_to_script: str = BIWEIGHT_RSCRIPT, + command: str = "Rscript" + ) -> Tuple[float, float]: '''biweight function''' args_1 = ' '.join(str(trait_val) for trait_val in trait_vals) @@ -23,4 +20,6 @@ def call_biweight_script(trait_vals: List, results = subprocess.check_output(cmd, universal_newlines=True) - return tuple([float(y) for y in results.split()]) + (corr_coeff, p_val) = tuple([float(y) for y in results.split()]) + + return (corr_coeff, p_val) diff --git a/gn3/computations/correlations.py b/gn3/computations/correlations.py index 89d37fc..eae7ae4 100644 --- a/gn3/computations/correlations.py +++ b/gn3/computations/correlations.py @@ -7,7 +7,7 @@ from typing import Optional from typing import Callable import scipy.stats -from gn3.computations.biweight import call_biweight_script +from gn3.computations.biweight import calculate_biweight_corr def map_shared_keys_to_values(target_sample_keys: List, @@ -102,12 +102,11 @@ package :not packaged in guix """ try: - results = call_biweight_script(x_val, y_val) + results = calculate_biweight_corr(x_val, y_val) + return results except Exception as error: raise error - return results - def filter_shared_sample_keys(this_samplelist, target_samplelist) -> Tuple[List, List]: diff --git a/gn3/computations/test_biweight.R b/gn3/computations/test_biweight.R deleted file mode 100644 index 599e733..0000000 --- a/gn3/computations/test_biweight.R +++ /dev/null @@ -1,25 +0,0 @@ -library(testthat) -source("./biweight.R", chdir = TRUE) - -test_that("sum of vector", { - results <- sum(c(1,2)) - expect_equal(results, 3) -}) - - -test_that("biweight results"),{ - vec_1 <- c(1,2,3,4) - vec_2 <- c(1,2,3,4) - - results <- BiweightMidCorrelation(vec_1,vec_2) - expect_equal(c(1.0,0.0),results) -} - - -test_that("parsing args "),{ - my_args <- c("1 2 3 4","5 6 7 8") - results <- ParseArgs(my_args) - - expect_equal(results[1],c(1,2,3,4)) - expect_equal(results[2],c(5,6,7,8)) -}
\ No newline at end of file |