Building The 3D Pipeline ZINC22

Introduction

The 3D pipeline is a collection of scripts and software packages that enable the massively parallel creation of dockable 3D molecules.

EZ Setup

BKS Cluster

source /nfs/soft/dock/versions/dock38/pipeline_3D_ligands/env.(sh|csh)

This environment will set up most of the required variables for you, as well as adds the submission scripts to your PATH, which means submission can be as simple as:

bash

export INPUT_FILE=$HOME/myligands.smi
export OUTPUT_DEST=$HOME/myoutput
submit-all-jobs-slurm.bash

csh

setenv INPUT_FILE $HOME/myligands.smi
setenv OUTPUT_DEST $HOME/myoutput
submit-all-jobs-slurm.bash

Wynton Cluster

source /wynton/group/bks/soft/pipeline_3D_ligands/env.(sh|csh)

Similar to the BKS example, this environment will set most of the required variables for you

bash

export INPUT_FILE=$HOME/myligands.smi
export OUTPUT_DEST=$HOME/myoutput
submit-all-jobs-sge.bash

csh

setenv INPUT_FILE $HOME/myligands.smi
setenv OUTPUT_DEST $HOME/myoutput
submit-all-jobs-sge.bash

Script Arguments

Main submission scripts are named submit-all-jobs-slurm.bash and submit-all-jobs-sge.bash. These scripts use environment variables as arguments instead of usual command line ones.

E.g, on bash you would pass one of these arguments like so:

export INPUT_FILE=$PWD/example.smi

or on csh:

setenv INPUT_FILE $PWD/example.smi

Prior to running the script.

Required Arguments

INPUT_FILE

The input .smi file to be built. This file should contain only two columns of data: (SMILES, NAME) with no header.

OUTPUT_DEST

The base directory for output to be stored. The script will create a sub-directory here named $INPUT_FILE.batch-3d.d

Within this output directory there are 3 sub-directories:

1. in
2. log
3. out

In contains the input file split into fragments and sub-fragments. By default the script first splits the input file into batches of 50000, then splits those batches into sub-batches of 50. Each individual job works on one of these sub-batches. Each array batch job works on one of the batches of 50000. All of the other directories alongside 'in' share the same directory structure.

Log contains log messages from the jobs. If you are re-submitting a file, be aware that log messages from previous runs on this file will be overwritten.

Out contains tar.gz output from each job. The tarballs should contain a number of 3d molecule formats for each molecule in the batch, including 1 or more db2.gz files.

SOFT_HOME

Where software tarballs for the pipeline are stored. Symbolic links should be maintained in this directory according to the rules described in the "software arguments" section of this page. If you're sourcing a premade environment, don't worry about setting this value.

LICENSE_HOME

Where software licenses are stored. Currently our licensed software includes jchem and openeye, licenses must be named .jchem-license.cxl and .oe-license.txt respectively. if you're sourcing a premade environment, don't worry about setting this value.

Script Arguments

SHRTCACHE

The base working directory for the script. By default it is /scratch

LONGCACHE

The base directory for persistent files that are shared between jobs to go (i.e where software is installed). By default it is /scratch.

CORINA_MAX_CONFS

How many nitrogen flapping configurations of each protomer corina should generate. By default only one is generated.

Omega Arguments

These parameters correspond to torsion driving parameters described in the omega manual: https://docs.eyesopen.com/applications/omega/omega/omega_opt_params.html#torsion-driving-parameters

If you'd like to know more about how these parameters function, cross reference with the manual page.

OMEGA_MAX_CONFS

Maximum configurations OMEGA will generate, default 600.

OMEGA_ENERGY_WINDOW

Torsion energy window, if set to zero OMEGA will use an alternative rotatable bond dependent window method instead. Default is 12

OMEGA_TORLIB

Torsion library- can choose between GubaV21 or Original, default is Original.

OMEGA_FF

https://docs.eyesopen.com/toolkits/cpp/oefftk/OEFFConstants/OEMMFFSheffieldFFType.html#OEFF::OEMMFFSheffieldFFType::MMFF94Smod

Default is MMFF94Smod.

OMEGA_RMSD

Sets rmsd for clustering and filtering conformations. If zero, omega will use an alternative rotatable-bond dependent method instead.

Job Submission Arguments

LINES_PER_BATCH

How many lines of the source .smi file should be processed per array batch job, default is 50000.

LINES_PER_JOB

How many lines of the batch .smi file should be processed per array task, default is 50.

MAX_BATCHES

Each batch job will contain LINES_PER_BATCH/LINES_PER_JOB jobs, and there will be a maximum of MAX_BATCHES batches submitted at any given time. By default this value is 25, which corresponds to 25,000 queued jobs at any given time if there are 1000 jobs per batch.

The submit-all script will block until less than MAX_BATCHES job arrays are in the queue. TODO: block until less than MAX_BATCHES total jobs are running or in the queue.

SBATCH_ARGS

Additional arguments for the sbatch command. It is recommended to set a --time limit, as build jobs will save progress & terminate if they are still running two minutes before the --time limit.

QSUB_ARGS

Additional arguments for the qsub command. Similar to slurm, it is recommended to set a time limit, but you will need to manually specify both s_rt & h_rt. In the example, we set s_rt to be a minute and thirty seconds before h_rt. s_rt is the point where jobs will save progress and terminate, h_rt is when they will be forcibly terminated, even if they've not finished saving.

Software Options

All software variables will be set automatically if there exists a symbolic link in $SOFT_HOME matching the software variable's name, for example:

dock-latest -> DOCK.3.8.4.3d.tar.gz
jchem-latest -> jchem-19.15_r1.tar.gz
pyenv-latest -> lig_build_py3-3.7.1.tar.gz

Examples

Minimal Example

export INPUT_FILE=$PWD/example.smi
export OUTPUT_DEST=$PWD
bash submit-all-jobs-slurm.bash

BKS Example

export INPUT_FILE=$PWD/example.smi
export OUTPUT_DEST=/nfs/exb/zinc22/tarballs
export SBATCH_ARGS="--time=02:00:00"
export LINES_PER_BATCH=50000
export LINES_PER_JOB=50
export MAX_BATCHES=10
export SHRTCACHE=/dev/shm
export LONGCACHE=/dev/shm
bash submit-all-jobs-slurm.bash

Wynton Example

export INPUT_FILE=$PWD/example.smi
export OUTPUT_DEST=/wynton/group/bks/zinc22
export QSUB_ARGS="-l s_rt=00:28:30 -l h_rt=00:30:00 -r y"
export LINES_PER_BATCH=50000
export LINES_PER_JOB=50
export MAX_BATCHES=15
export LONGCACHE=/scratch
export SHRTCACHE=/scratch
bash submit-all-jobs-sge.bash

Resubmission

If your jobs for building have finished (or timed out), and you want to continue process whatever has not been processed yet, just run submit-all-jobs-slurm/sge again (with same env arguments). The submit-all script will detect which entries haven't finished and resubmit them.

Repatriation

At BKS, we currently store the tarred output of the pipeline @ /nfs/exb/zinc22/tarballs. Currently, we use the following command to repatriate output from other clusters to our cluster:

### migrate_output.bash

for output in $OUTPUT_DEST/*.batch-3d.d; do
        echo "starting rsync on $output to $MIGRATE_USER@files2.docking.org"
        sshpass -f $PW_FILE rsync -arv $output/out $MIGRATE_USER@files2.docking.org:/nfs/exb/zinc22/tarballs/$(basename $output).out
done

sshpass is optional here but preferable for convenience's sake. Since files2.docking.org is only visible within the UCSF network, any clusters outside will need to maintain a network tunnel when rsyncing.

Errors

Sometimes an output tarball will have few or no entries within. Certain molecule types will fail to be built, and often these molecules get bunched together (i.e if the input file is sorted by SMILES). Additionally, a small percentage of all molecules may fail to be processed by corina or amsol. If neither of these explain what is causing your missing entries, check that tarball's corresponding log entry for more info.

Additional Notes

It is safe to re-run the same file multiple times- the script takes care of making sure not to re-run any jobs that have already completed successfully prior. This is only the case if that file's corresponding batch-3d.d output directory has not been moved or deleted.

For example, if one of your nodes went down and caused a bunch of jobs to fail, it would be safe to re-run ./submit-all-jobs.bash to re-submit those jobs. (assuming there are no jobs for that file currently queued/running)

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