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nextflow.config
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nextflow.config
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/*
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
nf-core/drugresponseeval Nextflow config file
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Default config options for all compute environments
----------------------------------------------------------------------------------------
*/
process.container = 'ghcr.io/daisybio/drevalpy:main'
process.conda = 'env.yml'
// Global default params, used in configs
params {
// For this pipeline
run_id = 'my_run'
models = 'NaiveDrugMeanPredictor'
baselines = 'NaivePredictor'
test_mode = 'LPO'
randomization_mode = 'None'
randomization_type = 'permutation'
n_trials_robustness = 0
dataset_name = 'GDSC2'
cross_study_datasets = ''
curve_curator = false
optim_metric = 'RMSE'
n_cv_splits = 10
response_transformation = 'None'
path_data = './data'
save_datasets = false
// Boilerplate options
outdir = 'results'
publish_dir_mode = 'copy'
email = null
email_on_fail = null
plaintext_email = false
monochrome_logs = false
hook_url = null
help = false
help_full = false
show_hidden = false
version = false
pipelines_testdata_base_path = 'https://raw.githubusercontent.com/nf-core/test-datasets/'
// Config options
config_profile_name = null
config_profile_description = null
custom_config_version = 'master'
custom_config_base = "https://raw.githubusercontent.com/nf-core/configs/${params.custom_config_version}"
config_profile_contact = null
config_profile_url = null
// Schema validation default options
validate_params = true
}
// Load base.config by default for all pipelines
includeConfig 'conf/base.config'
profiles {
debug {
dumpHashes = true
process.beforeScript = 'echo $HOSTNAME'
cleanup = false
nextflow.enable.configProcessNamesValidation = true
}
conda {
conda.enabled = true
docker.enabled = false
singularity.enabled = false
podman.enabled = false
shifter.enabled = false
charliecloud.enabled = false
conda.channels = ['conda-forge', 'bioconda']
apptainer.enabled = false
}
mamba {
conda.enabled = true
conda.useMamba = true
docker.enabled = false
singularity.enabled = false
podman.enabled = false
shifter.enabled = false
charliecloud.enabled = false
apptainer.enabled = false
}
docker {
docker.enabled = true
conda.enabled = false
singularity.enabled = false
podman.enabled = false
shifter.enabled = false
charliecloud.enabled = false
apptainer.enabled = false
docker.runOptions = '-u $(id -u):$(id -g)'
}
arm {
docker.runOptions = '-u $(id -u):$(id -g) --platform=linux/amd64'
}
singularity {
singularity.enabled = true
singularity.autoMounts = true
conda.enabled = false
docker.enabled = false
podman.enabled = false
shifter.enabled = false
charliecloud.enabled = false
apptainer.enabled = false
}
podman {
podman.enabled = true
conda.enabled = false
docker.enabled = false
singularity.enabled = false
shifter.enabled = false
charliecloud.enabled = false
apptainer.enabled = false
}
shifter {
shifter.enabled = true
conda.enabled = false
docker.enabled = false
singularity.enabled = false
podman.enabled = false
charliecloud.enabled = false
apptainer.enabled = false
}
charliecloud {
charliecloud.enabled = true
conda.enabled = false
docker.enabled = false
singularity.enabled = false
podman.enabled = false
shifter.enabled = false
apptainer.enabled = false
}
apptainer {
apptainer.enabled = true
apptainer.autoMounts = true
conda.enabled = false
docker.enabled = false
singularity.enabled = false
podman.enabled = false
shifter.enabled = false
charliecloud.enabled = false
}
wave {
apptainer.ociAutoPull = true
singularity.ociAutoPull = true
wave.enabled = true
wave.freeze = true
wave.strategy = 'conda,container'
}
gitpod {
executor.name = 'local'
executor.cpus = 4
executor.memory = 8.GB
}
gpu {
docker.runOptions = '-u $(id -u):$(id -g) --gpus device=0'
apptainer.runOptions = '--no-mount tmp --writable-tmpfs --nv'
singularity.runOptions = '--no-mount tmp --writable-tmpfs --nv'
use_gpu = true
}
test { includeConfig 'conf/test.config' }
test_full { includeConfig 'conf/test_full.config' }
}
// Load nf-core custom profiles from different Institutions
includeConfig !System.getenv('NXF_OFFLINE') && params.custom_config_base ? "${params.custom_config_base}/nfcore_custom.config" : "/dev/null"
// Load nf-core/drugresponseeval custom profiles from different institutions.
// TODO nf-core: Optionally, you can add a pipeline-specific nf-core config at https://github.com/nf-core/configs
// includeConfig !System.getenv('NXF_OFFLINE') && params.custom_config_base ? "${params.custom_config_base}/pipeline/drugresponseeval.config" : "/dev/null"
// Set default registry for Apptainer, Docker, Podman, Charliecloud and Singularity independent of -profile
// Will not be used unless Apptainer / Docker / Podman / Charliecloud / Singularity are enabled
// Set to your registry if you have a mirror of containers
apptainer.registry = 'quay.io'
docker.registry = 'quay.io'
podman.registry = 'quay.io'
singularity.registry = 'quay.io'
charliecloud.registry = 'quay.io'
// Export these variables to prevent local Python/R libraries from conflicting with those in the container
// The JULIA depot path has been adjusted to a fixed path `/usr/local/share/julia` that needs to be used for packages in the container.
// See https://apeltzer.github.io/post/03-julia-lang-nextflow/ for details on that. Once we have a common agreement on where to keep Julia packages, this is adjustable.
env {
PYTHONNOUSERSITE = 1
R_PROFILE_USER = "/.Rprofile"
R_ENVIRON_USER = "/.Renviron"
JULIA_DEPOT_PATH = "/usr/local/share/julia"
}
// Set bash options
process.shell = """\
bash
set -e # Exit if a tool returns a non-zero status/exit code
set -u # Treat unset variables and parameters as an error
set -o pipefail # Returns the status of the last command to exit with a non-zero status or zero if all successfully execute
set -C # No clobber - prevent output redirection from overwriting files.
"""
// Disable process selector warnings by default. Use debug profile to enable warnings.
nextflow.enable.configProcessNamesValidation = false
def trace_timestamp = new java.util.Date().format( 'yyyy-MM-dd_HH-mm-ss')
timeline {
enabled = true
file = "${params.outdir}/pipeline_info/execution_timeline_${trace_timestamp}.html"
}
report {
enabled = true
file = "${params.outdir}/pipeline_info/execution_report_${trace_timestamp}.html"
}
trace {
enabled = true
file = "${params.outdir}/pipeline_info/execution_trace_${trace_timestamp}.txt"
}
dag {
enabled = true
file = "${params.outdir}/pipeline_info/pipeline_dag_${trace_timestamp}.html"
}
manifest {
name = 'nf-core/drugresponseeval'
author = """Judith Bernett"""
homePage = 'https://github.com/nf-core/drugresponseeval'
description = """This pipeline takes a drug response prediction model architecture as input and evaluates its performance by using custom training, validation, and test sets. It compares it against existing deep learning models and baseline models. Additionally, it tests the model for overfitting, consistency, robustness, and generalization. """
mainScript = 'main.nf'
nextflowVersion = '!>=24.04.2'
version = '1.0dev'
doi = ''
}
// Nextflow plugins
plugins {
id 'nf-schema@2.1.1' // Validation of pipeline parameters and creation of an input channel from a sample sheet
}
validation {
defaultIgnoreParams = ["genomes"]
help {
enabled = true
command = "nextflow run $manifest.name -profile <docker/singularity/.../institute> --input samplesheet.csv --outdir <OUTDIR>"
fullParameter = "help_full"
showHiddenParameter = "show_hidden"
beforeText = """
-\033[2m----------------------------------------------------\033[0m-
\033[0;32m,--.\033[0;30m/\033[0;32m,-.\033[0m
\033[0;34m ___ __ __ __ ___ \033[0;32m/,-._.--~\'\033[0m
\033[0;34m |\\ | |__ __ / ` / \\ |__) |__ \033[0;33m} {\033[0m
\033[0;34m | \\| | \\__, \\__/ | \\ |___ \033[0;32m\\`-._,-`-,\033[0m
\033[0;32m`._,._,\'\033[0m
\033[0;35m ${manifest.name} ${manifest.version}\033[0m
-\033[2m----------------------------------------------------\033[0m-
"""
afterText = """${manifest.doi ? "* The pipeline\n" : ""}${manifest.doi.tokenize(",").collect { " https://doi.org/${it.trim().replace('https://doi.org/','')}"}.join("\n")}${manifest.doi ? "\n" : ""}
* The nf-core framework
https://doi.org/10.1038/s41587-020-0439-x
* Software dependencies
https://github.com/${manifest.name}/blob/master/CITATIONS.md
"""
}
summary {
beforeText = validation.help.beforeText
afterText = validation.help.afterText
}
}
// Load modules.config for DSL2 module specific options
includeConfig 'conf/modules.config'