DeepLearningExamples/DGLPyTorch/DrugDiscovery/RoseTTAFold/run_inference_pipeline.sh
2021-10-15 15:46:41 +02:00

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#!/bin/bash
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
# make the script stop when error (non-true exit code) is occurred
set -e
CPU="32" # number of CPUs to use
MEM="64" # max memory (in GB)
# Inputs:
IN="$1" # input.fasta
#WDIR=`realpath -s $2` # working folder
DATABASES_DIR="${2:-/databases}"
WEIGHTS_DIR="${3:-/weights}"
WDIR="${4:-.}"
LEN=`tail -n1 $IN | wc -m`
mkdir -p $WDIR/logs
###########################################################
# 1. generate MSAs
############################################################
if [ ! -s $WDIR/t000_.msa0.a3m ]
then
echo "Running HHblits - looking for the MSAs"
/workspace/rf/input_prep/make_msa.sh $IN $WDIR $CPU $MEM $DATABASES_DIR > $WDIR/logs/make_msa.stdout 2> $WDIR/logs/make_msa.stderr
fi
############################################################
# 2. predict secondary structure for HHsearch run
############################################################
if [ ! -s $WDIR/t000_.ss2 ]
then
echo "Running PSIPRED - looking for the Secondary Structures"
/workspace/rf/input_prep/make_ss.sh $WDIR/t000_.msa0.a3m $WDIR/t000_.ss2 > $WDIR/logs/make_ss.stdout 2> $WDIR/logs/make_ss.stderr
fi
############################################################
# 3. search for templates
############################################################
if [ ! -s $WDIR/t000_.hhr ]
then
echo "Running hhsearch - looking for the Templates"
/workspace/rf/input_prep/prepare_templates.sh $WDIR $CPU $MEM $DATABASES_DIR > $WDIR/logs/prepare_templates.stdout 2> $WDIR/logs/prepare_templates.stderr
fi
############################################################
# 4. end-to-end prediction
############################################################
DB="$DATABASES_DIR/pdb100_2021Mar03/pdb100_2021Mar03"
if [ ! -s $WDIR/t000_.3track.npz ]
then
echo "Running end-to-end prediction"
python /workspace/rf/network/predict_e2e.py \
-m $WEIGHTS_DIR \
-i $WDIR/t000_.msa0.a3m \
-o /results/output.e2e \
--hhr $WDIR/t000_.hhr \
--atab $WDIR/t000_.atab \
--db $DB
fi
echo "Done."
echo "Output saved as /results/output.e2e.pdb"
# 1> $WDIR/log/network.stdout 2> $WDIR/log/network.stderr