def main(config, system=None):
conf = settings.ConfReader(config, system)
global_log, _ = fu.get_logs(path=conf.get_working_dir_path(),
light_format=True)
for mutation in conf.properties['mutations']:
for ligand in conf.properties['ligands']:
traj_code = "_".join([mutation, ligand])
traj_code_path = os.path.join(mutation, ligand)
ensemble_prop = conf.get_prop_dic(prefix=traj_code_path)
ensemble_paths = conf.get_paths_dic(prefix=traj_code_path)
# Image
global_log.info("Imaging " + traj_code +
" trajectory to remove PBC issues")
# /gpfs/projects/bsc23/bsc23513/BioExcel/BioExcel_EGFR_pmx/MDs/WT/WT_apo_md_FULL.xtc
folder = conf.properties['workdir'] + "/" + mutation
traj = folder + "/" + traj_code + "_md_FULL.xtc"
top = folder + "/" + traj_code + "_md_1.tpr"
out = folder + "/" + traj_code + "_md_FULL.imaged.xtc"
global_log.info("Traj in:" + traj)
global_log.info("Top in:" + top)
global_log.info("Traj out:" + out)
ensemble_paths['image']['input_traj_path'] = traj
ensemble_paths['image']['input_top_path'] = top
ensemble_paths['image']['output_traj_path'] = out
gmx_image_pc(**ensemble_paths["image"],
properties=ensemble_prop["image"])
def get_gromacs_version(gmx: str = "gmx") -> int:
""" Gets the GROMACS installed version and returns it as an int(3) for
versions older than 5.1.5 and an int(5) for 20XX versions filling the gaps
with '0' digits.
Args:
gmx (str): ('gmx') Path to the GROMACS binary.
Returns:
int: GROMACS version.
"""
unique_dir = fu.create_unique_dir()
out_log, err_log = fu.get_logs(path=unique_dir, can_write_console=False)
cmd = [gmx, "-version"]
try:
cmd_wrapper.CmdWrapper(cmd, out_log, err_log).launch()
pattern = re.compile(r"GROMACS version:\s+(.+)")
with open(Path(unique_dir).joinpath('log.out')) as log_file:
for line in log_file:
version_str = pattern.match(line.strip())
if version_str:
break
version = version_str.group(1).replace(".", "").replace("VERSION",
"").strip()
version = "".join([c for c in version if c.isdigit()])
except:
return 0
if version.startswith("2"):
while len(version) < 5:
version += '0'
else:
while len(version) < 3:
version += '0'
fu.rm(unique_dir)
return int(version)
def main(config, system=None):
start_time = time.time()
conf = settings.ConfReader(config, system)
global_log, _ = fu.get_logs(path=conf.get_working_dir_path(),
light_format=True)
global_prop = conf.get_prop_dic()
global_paths = conf.get_paths_dic()
dhdl_paths_listA = []
dhdl_paths_listB = []
for ensemble, mutation in conf.properties['mutations'].items():
ensemble_prop = conf.get_prop_dic(prefix=ensemble)
ensemble_paths = conf.get_paths_dic(prefix=ensemble)
# step0_image
global_log.info(
ensemble +
" Step 0: gmx image: Imaging trajectories to remove PBC issues")
ensemble_paths['step0_image']['input_traj_path'] = conf.properties[
'input_trajs'][ensemble]['input_traj_path']
ensemble_paths['step0_image']['input_top_path'] = conf.properties[
'input_trajs'][ensemble]['input_tpr_path']
gmx_image_pc(**ensemble_paths["step0_image"],
properties=ensemble_prop["step0_image"])
# step1_trjconv
global_log.info(
ensemble +
" Step 1: gmx trjconv: Extract snapshots from equilibrium trajectories"
)
ensemble_paths['step1_trjconv_' +
ensemble]['input_top_path'] = conf.properties[
'input_trajs'][ensemble]['input_tpr_path']
gmx_trjconv_str_ens_pc(**ensemble_paths['step1_trjconv_' + ensemble],
properties=ensemble_prop['step1_trjconv_' +
ensemble])
for ensemble, mutation in conf.properties['mutations'].items():
ensemble_prop = conf.get_prop_dic(prefix=ensemble)
ensemble_paths = conf.get_paths_dic(prefix=ensemble)
compss_wait_on_file(ensemble_paths['step1_trjconv_' +
ensemble]["output_str_ens_path"])
with zipfile.ZipFile(
ensemble_paths['step1_trjconv_' +
ensemble]["output_str_ens_path"]) as zip_f:
unique_dir = os.path.abspath(
fu.create_unique_dir(
prefix=ensemble_prop['step1_trjconv_' +
ensemble]['working_dir_path'] + '/' +
ensemble + '/'))
zip_f.extractall(unique_dir)
state_pdb_list = [
os.path.join(unique_dir, name) for name in zip_f.namelist()
]
for pdb_path in state_pdb_list:
pdb_name = os.path.splitext(os.path.basename(pdb_path))[0]
prop = conf.get_prop_dic(prefix=os.path.join(ensemble, pdb_name))
paths = conf.get_paths_dic(prefix=os.path.join(ensemble, pdb_name))
# Fixing terminal residues
newpdb = pdb_path + ".term.gro"
#fix_gro("/gpfs/scratch/bsc19/bsc19611/RATG13-RBD/fixGro.sh", pdb_path, newpdb)
fix_term(pdb_path, newpdb)
# Fixing terminal residues
#newpdb2 = pdb_path + ".term.gro"
#cmd2 = "sed 's/600ASN /600NASN/g' " + pdb_path + "| sed 's/ 1SER / 1NSER /g' | sed 's/597ASP /597CASP/g' | sed 's/793PRO /793CPRO/g' > " + newpdb2
#subprocess.call(cmd2, shell=True)
paths['step1_pmx_mutate']['input_structure_path'] = newpdb
# step1_pmx_mutate
global_log.info(ensemble + " " + pdb_name +
" Step 1: pmx mutate: Generate Hybrid Structure")
prop['step1_pmx_mutate']['mutation_list'] = mutation
mutate_pc(**paths["step1_pmx_mutate"],
properties=prop["step1_pmx_mutate"])
# step1.1_check_dummies
global_log.info(ensemble + " " + pdb_name +
" Step 1.1 Check for dummy atoms")
extract_atoms_pc(**paths['step1.1_check_dummies'],
properties=prop['step1.1_check_dummies'])
#compss_wait_on_file(paths['step1.1_check_dummies']['output_structure_path'])
#try:
# dummy = bool(os.path.getsize(paths['step1.1_check_dummies']['output_structure_path']))
#except:
# global_log.info("Error ocurred while checking the file containing dummy atoms")
# global_log.info(sys.exc_info()[0])
# step1.2_remove_ligand
#global_log.info(ensemble + " " + pdb_name + " Step 1.2 Remove ligand")
#remove_ligand_pc(**paths['step1.2_remove_ligand'], properties=prop['step1.2_remove_ligand'])
# step2_gmx_pdb2gmx
global_log.info(ensemble + " " + pdb_name +
" Step 2: gmx pdb2gmx: Generate Topology")
pdb2gmx_pc(**paths["step2_gmx_pdb2gmx"],
properties=prop["step2_gmx_pdb2gmx"])
# step2.1_sort_gro
#global_log.info(ensemble + " " + pdb_name + " Step 2.1 Sort gro residues")
#sort_gro_residues_pc(**paths['step2.1_sort_gro'], properties=prop['step2.1_sort_gro'])
# step2.2_lig_gmx_appendLigand
#global_log.info(ensemble + " " + pdb_name +" Step 2.2_lig: gmx appendLigand: Append a ligand to a GROMACS topology")
#append_ligand_pc(**paths["step2.2_lig_gmx_appendLigand"], properties=prop["step2.2_lig_gmx_appendLigand"])
# step3_pmx_gentop
global_log.info(ensemble + " " + pdb_name +
" Step 3: pmx gentop: Generate Hybrid Topology")
gentop_pc(**paths["step3_pmx_gentop"],
properties=prop["step3_pmx_gentop"])
# step4_gmx_makendx, step5_gmx_grompp, step6_gmx_mdrun
#global_log.info(ensemble + " " + pdb_name +" Check structure and Step 4-6 (Dummies): gmx make_ndx: Generate Gromacs Index file to select atoms to freeze, gmx grompp: Creating portable binary run file for energy minimization, gmx mdrun: Running energy minimization")
#check_structure_and_run_ndx_pc(ensemble, **paths["step4_gmx_makendx"], properties_makendx=prop["step4_gmx_makendx"], **paths["step5_gmx_grompp"], properties_grompp=prop["step5_gmx_grompp"], **paths["step6_gmx_mdrun"], properties_mdrun=prop["step6_gmx_mdrun"])
# step4_gmx_makendx, step5_gmx_grompp, step6_gmx_mdrun
global_log.info(
ensemble + " " + pdb_name +
" Step 4-6 (Check structure and ndx): gmx make_ndx: Generate Gromacs Index file to select atoms to freeze, gmx grompp: Creating portable binary run file for energy minimization, gmx mdrun: Running energy minimization"
)
fu.create_dir(prop["step4_gmx_makendx"]['working_dir_path'] + "/" +
ensemble + "/" + pdb_name + "/step4_gmx_makendx")
fu.create_dir(prop["step5_gmx_grompp"]['working_dir_path'] + "/" +
ensemble + "/" + pdb_name + "/step5_gmx_grompp")
fu.create_dir(prop["step6_gmx_mdrun"]['working_dir_path'] + "/" +
ensemble + "/" + pdb_name + "/step6_gmx_mdrun")
check_structure_and_run_ndx_pc(
ensemble,
output_structure_path=paths['step1.1_check_dummies']
['output_structure_path'],
**paths["step4_gmx_makendx"],
properties_makendx=prop["step4_gmx_makendx"],
**paths["step5_gmx_grompp"],
properties_grompp=prop["step5_gmx_grompp"],
**paths["step6_gmx_mdrun"],
properties_mdrun=prop["step6_gmx_mdrun"])
# step7_gmx_grompp
global_log.info(
ensemble + " " + pdb_name +
" Step 7: gmx grompp: Creating portable binary run file for system equilibration"
)
grompp_pc(**paths["step7_gmx_grompp"],
properties=prop["step7_gmx_grompp"])
# step8_gmx_mdrun
global_log.info(ensemble + " " + pdb_name +
" Step 8: gmx mdrun: Running system equilibration")
mdrun_pc(**paths["step8_gmx_mdrun"],
properties=prop["step8_gmx_mdrun"])
# step9_gmx_grompp
global_log.info(
ensemble + " " + pdb_name +
" Step 9: Creating portable binary run file for thermodynamic integration (ti)"
)
grompp_pc(**paths["step9_gmx_grompp"],
properties=prop["step9_gmx_grompp"])
# step10_gmx_mdrun
global_log.info(
ensemble + " " + pdb_name +
" Step 10: gmx mdrun: Running thermodynamic integration")
mdrun_dhdl_pc(**paths["step10_gmx_mdrun"],
properties=prop["step10_gmx_mdrun"])
if ensemble == "stateA":
dhdl_paths_listA.append(
paths["step10_gmx_mdrun"]["output_dhdl_path"])
elif ensemble == "stateB":
dhdl_paths_listB.append(
paths["step10_gmx_mdrun"]["output_dhdl_path"])
# Creating zip file containing all the dhdl files
dhdlA_path = os.path.join(
global_prop["step11_pmx_analyse"]['working_dir_path'], 'dhdlA.zip')
dhdlB_path = os.path.join(
global_prop["step11_pmx_analyse"]['working_dir_path'], 'dhdlB.zip')
for dhdl_file in dhdl_paths_listA:
compss_wait_on_file(dhdl_file)
for dhdl_file in dhdl_paths_listB:
compss_wait_on_file(dhdl_file)
fu.zip_list(dhdlA_path, dhdl_paths_listA)
fu.zip_list(dhdlB_path, dhdl_paths_listB)
# step11_pmx_analyse
global_log.info(
ensemble +
" Step 11: pmx analyse: Calculate free energies from fast growth thermodynamic integration simulations"
)
global_paths["step11_pmx_analyse"]["input_a_xvg_zip_path"] = dhdlA_path
global_paths["step11_pmx_analyse"]["input_b_xvg_zip_path"] = dhdlB_path
analyse_pc(**global_paths["step11_pmx_analyse"],
properties=global_prop["step11_pmx_analyse"])
elapsed_time = time.time() - start_time
global_log.info('')
global_log.info('')
global_log.info('Execution successful: ')
global_log.info(' Workflow_path: %s' % conf.get_working_dir_path())
global_log.info(' Config File: %s' % config)
if system:
global_log.info(' System: %s' % system)
global_log.info('')
global_log.info('Elapsed time: %.1f minutes' % (elapsed_time / 60))
global_log.info('')
def main(config, system=None):
from pycompss.api.api import compss_barrier
start_time = time.time()
conf = settings.ConfReader(config, system)
global_log, _ = fu.get_logs(path=conf.get_working_dir_path(),
light_format=True)
global_prop = conf.get_prop_dic(global_log=global_log)
global_paths = conf.get_paths_dic()
initial_structure = conf.properties.get('initial_structure')
if initial_structure:
global_paths["step2_fixsidechain"][
'input_pdb_path'] = initial_structure
else:
global_log.info("step1_mmbpdb: Dowload the initial Structure")
pdb_pc(**global_paths["step1_mmbpdb"],
properties=global_prop["step1_mmbpdb"])
global_log.info(
"step2_fixsidechain: Modeling the missing heavy atoms in the structure side chains"
)
fix_side_chain_pc(**global_paths["step2_fixsidechain"],
properties=global_prop["step2_fixsidechain"])
for mutation_number, mutation in enumerate(conf.properties['mutations']):
global_log.info('')
global_log.info(
"Mutation: %s %d/%d" %
(mutation, mutation_number + 1, len(conf.properties['mutations'])))
global_log.info('')
prop = conf.get_prop_dic(prefix=mutation, global_log=global_log)
paths = conf.get_paths_dic(prefix=mutation)
global_log.info("step3_mutate Modeling mutation")
prop['step3_mutate']['mutation_list'] = mutation
paths['step3_mutate']['input_pdb_path'] = global_paths[
'step2_fixsidechain']['output_pdb_path']
mutate_pc(**paths["step3_mutate"], properties=prop["step3_mutate"])
global_log.info("step4_pdb2gmx: Generate the topology")
pdb2gmx_pc(**paths["step4_pdb2gmx"], properties=prop["step4_pdb2gmx"])
global_log.info("step5_editconf: Create the solvent box")
editconf_pc(**paths["step5_editconf"],
properties=prop["step5_editconf"])
global_log.info(
"step6_solvate: Fill the solvent box with water molecules")
solvate_pc(**paths["step6_solvate"], properties=prop["step6_solvate"])
global_log.info("step7_grompp_genion: Preprocess ion generation")
grompp_pc(**paths["step7_grompp_genion"],
properties=prop["step7_grompp_genion"])
global_log.info("step8_genion: Ion generation")
genion_pc(**paths["step8_genion"], properties=prop["step8_genion"])
global_log.info("step9_grompp_min: Preprocess energy minimization")
grompp_pc(**paths["step9_grompp_min"],
properties=prop["step9_grompp_min"])
pa = paths["step10_mdrun_min"]
global_log.info("step10_mdrun_min: Execute energy minimization")
mdrun_pc(input_tpr_path=pa["input_tpr_path"],
output_gro_path=pa["output_gro_path"],
output_xtc_path=pa["output_xtc_path"],
output_trr_path=pa["output_trr_path"],
output_edr_path=pa["output_edr_path"],
output_log_path=pa["output_log_path"])
global_log.info(
"step11_grompp_nvt: Preprocess system temperature equilibration")
grompp_pc(**paths["step11_grompp_nvt"],
properties=prop["step11_grompp_nvt"])
pa = paths["step12_mdrun_nvt"]
global_log.info(
"step12_mdrun_nvt: Execute system temperature equilibration")
mdrun_pc_cpt(input_tpr_path=pa["input_tpr_path"],
output_gro_path=pa["output_gro_path"],
output_cpt_path=pa["output_cpt_path"],
output_xtc_path=pa["output_xtc_path"],
output_trr_path=pa["output_trr_path"],
output_edr_path=pa["output_edr_path"],
output_log_path=pa["output_log_path"])
global_log.info(
"step13_grompp_npt: Preprocess system pressure equilibration")
grompp_cpt_pc(**paths["step13_grompp_npt"],
properties=prop["step13_grompp_npt"])
pa = paths["step14_mdrun_npt"]
global_log.info(
"step14_mdrun_npt: Execute system pressure equilibration")
mdrun_pc_cpt(input_tpr_path=pa["input_tpr_path"],
output_gro_path=pa["output_gro_path"],
output_cpt_path=pa["output_cpt_path"],
output_xtc_path=pa["output_xtc_path"],
output_trr_path=pa["output_trr_path"],
output_edr_path=pa["output_edr_path"],
output_log_path=pa["output_log_path"])
global_log.info("step15_grompp_md: Preprocess free dynamics")
grompp_cpt_pc(**paths["step15_grompp_md"],
properties=prop["step15_grompp_md"])
pa = paths["step16_mdrun_md"]
global_log.info(
"step16_mdrun_md: Execute free molecular dynamics simulation")
mdrun_pc_cpt(input_tpr_path=pa["input_tpr_path"],
output_gro_path=pa["output_gro_path"],
output_cpt_path=pa["output_cpt_path"],
output_xtc_path=pa["output_xtc_path"],
output_trr_path=pa["output_trr_path"],
output_edr_path=pa["output_edr_path"],
output_log_path=pa["output_log_path"])
compss_barrier()
elapsed_time = time.time() - start_time
global_log.info('')
global_log.info('')
global_log.info('Execution sucessful: ')
global_log.info(' Workflow_path: %s' % conf.get_working_dir_path())
global_log.info(' Config File: %s' % config)
if system:
global_log.info(' System: %s' % system)
global_log.info('')
global_log.info('Elapsed time: %.1f minutes' % (elapsed_time / 60))
global_log.info('')
def main(config, system=None):
start_time = time.time()
conf = settings.ConfReader(config, system)
global_log, _ = fu.get_logs(path=conf.get_working_dir_path(),
light_format=True)
global_prop = conf.get_prop_dic(global_log=global_log)
global_paths = conf.get_paths_dic()
dhdl_paths_listA = []
dhdl_paths_listB = []
for ensemble, mutation in conf.properties['mutations'].items():
ensemble_prop = conf.get_prop_dic(prefix=ensemble,
global_log=global_log)
ensemble_paths = conf.get_paths_dic(prefix=ensemble)
#Create and launch bb
global_log.info(
ensemble +
" Step 0: gmx trjconv: Extract snapshots from equilibrium trajectories"
)
ensemble_paths['step0_trjconv']['input_traj_path'] = conf.properties[
'input_trajs'][ensemble]['input_traj_path']
ensemble_paths['step0_trjconv']['input_top_path'] = conf.properties[
'input_trajs'][ensemble]['input_tpr_path']
GMXTrjConvStrEns(**ensemble_paths["step0_trjconv"],
properties=ensemble_prop["step0_trjconv"]).launch()
with zipfile.ZipFile(
ensemble_paths["step0_trjconv"]["output_str_ens_path"],
'r') as zip_f:
zip_f.extractall()
state_pdb_list = zip_f.namelist()
for pdb_path in state_pdb_list:
pdb_name = os.path.splitext(pdb_path)[0]
prop = conf.get_prop_dic(prefix=os.path.join(ensemble, pdb_name),
global_log=global_log)
paths = conf.get_paths_dic(prefix=os.path.join(ensemble, pdb_name))
#Create and launch bb
global_log.info("Step 1: pmx mutate: Generate Hybrid Structure")
paths['step1_pmx_mutate']['input_structure_path'] = pdb_path
prop['step1_pmx_mutate']['mutation_list'] = mutation
Mutate(**paths["step1_pmx_mutate"],
properties=prop["step1_pmx_mutate"]).launch()
# Step 2: gmx pdb2gmx: Generate Topology
# From pmx tutorial:
# gmx pdb2gmx -f mut.pdb -ff amber99sb-star-ildn-mut -water tip3p -o pdb2gmx.pdb
global_log.info("Step 2: gmx pdb2gmx: Generate Topology")
Pdb2gmx(**paths["step2_gmx_pdb2gmx"],
properties=prop["step2_gmx_pdb2gmx"]).launch()
# Step 3: pmx gentop: Generate Hybrid Topology
# From pmx tutorial:
# python generate_hybrid_topology.py -itp topol_Protein.itp -o topol_Protein.itp -ff amber99sb-star-ildn-mut
global_log.info("Step 3: pmx gentop: Generate Hybrid Topology")
Gentop(**paths["step3_pmx_gentop"],
properties=prop["step3_pmx_gentop"]).launch()
# Step 4: gmx make_ndx: Generate Gromacs Index File to select atoms to freeze
# From pmx tutorial:
# echo -e "a D*\n0 & ! 19\nname 20 FREEZE\nq\n" | gmx make_ndx -f frame0/pdb2gmx.pdb -o index.ndx
global_log.info(
"Step 4: gmx make_ndx: Generate Gromacs Index file to select atoms to freeze"
)
MakeNdx(**paths["step4_gmx_makendx"],
properties=prop["step4_gmx_makendx"]).launch()
if ensemble == 'stateA':
# In stateA, with lamdda=0, we don't need the energy minimization step, so simply get the output
# from the step2 (pdb2gmx) as output from the step6 (energy minimization)
# From pmx tutorial:
# There are no dummies in this state at lambda=0, therefore simply convert mut.pdb to emout.gro
paths['step7_gmx_grompp']['input_gro_path'] = paths[
'step2_gmx_pdb2gmx']['output_gro_path']
elif ensemble == 'stateB':
# Step 5: gmx grompp: Creating portable binary run file for energy minimization
# From pmx tutorial:
# gmx grompp -c pdb2gmx.pdb -p topol.top -f ../../mdp/em_FREEZE.mdp -o em.tpr -n ../index.ndx
global_log.info(
"Step 5: gmx grompp: Creating portable binary run file for energy minimization"
)
Grompp(**paths["step5_gmx_grompp"],
properties=prop["step5_gmx_grompp"]).launch()
# Step 6: gmx mdrun: Running energy minimization
# From pmx tutorial:
# gmx mdrun -s em.tpr -c emout.gro -v
global_log.info(
ensemble +
" Step 6: gmx mdrun: Running energy minimization")
Mdrun(**paths["step6_gmx_mdrun"],
properties=prop["step6_gmx_mdrun"]).launch()
# Step 7: gmx grompp: Creating portable binary run file for system equilibration
# From pmx tutorial:
# gmx grompp -c emout.gro -p topol.top -f ../../mdp/eq_20ps.mdp -o eq_20ps.tpr -maxwarn 1
global_log.info(
ensemble +
" Step 7: gmx grompp: Creating portable binary run file for system equilibration"
)
Grompp(**paths["step7_gmx_grompp"],
properties=prop["step7_gmx_grompp"]).launch()
# Step 8: gmx mdrun: Running system equilibration
# From pmx tutorial:
# gmx mdrun -s eq_20ps.tpr -c eqout.gro -v
global_log.info(ensemble +
" Step 8: gmx mdrun: Running system equilibration")
Mdrun(**paths["step8_gmx_mdrun"],
properties=prop["step8_gmx_mdrun"]).launch()
# Step 9: gmx grompp: Creating portable binary run file for thermodynamic integration (ti)
# From pmx tutorial:
# gmx grompp -c eqout.gro -p topol.top -f ../../mdp/ti.mdp -o ti.tpr -maxwarn 1
global_log.info(
ensemble +
" Step 9: Creating portable binary run file for thermodynamic integration (ti)"
)
Grompp(**paths["step9_gmx_grompp"],
properties=prop["step9_gmx_grompp"]).launch()
# Step 10: gmx mdrun: Running thermodynamic integration
# From pmx tutorial:
# gmx mdrun -s ti.tpr -c eqout.gro -v
global_log.info(
ensemble +
" Step 10: gmx mdrun: Running thermodynamic integration")
Mdrun(**paths["step10_gmx_mdrun"],
properties=prop["step10_gmx_mdrun"]).launch()
if ensemble == "stateA":
dhdl_paths_listA.append(
paths["step10_gmx_mdrun"]["output_dhdl_path"])
elif ensemble == "stateB":
dhdl_paths_listB.append(
paths["step10_gmx_mdrun"]["output_dhdl_path"])
#Creating zip file containing all the dhdl files
dhdlA_path = 'dhdlA.zip'
dhdlB_path = 'dhdlB.zip'
fu.zip_list(dhdlA_path, dhdl_paths_listA)
fu.zip_list(dhdlB_path, dhdl_paths_listB)
# Step 11: pmx analyse: Calculate free energies from fast growth thermodynamic integration simulations
# From pmx tutorial:
# python analyze_dhdl.py -fA ../stateA/frame*/dhdl*.xvg -fB ../stateB/frame*/dhdl*.xvg --nbins 25 -t 293 --reverseB
global_log.info(
ensemble +
" Step 11: pmx analyse: Calculate free energies from fast growth thermodynamic integration simulations"
)
global_paths["step11_pmx_analyse"]["input_A_xvg_zip_path"] = dhdlA_path
global_paths["step11_pmx_analyse"]["input_B_xvg_zip_path"] = dhdlB_path
Analyse(**global_paths["step11_pmx_analyse"],
properties=global_prop["step11_pmx_analyse"]).launch()
elapsed_time = time.time() - start_time
global_log.info('')
global_log.info('')
global_log.info('Execution successful: ')
global_log.info(' Workflow_path: %s' % conf.get_working_dir_path())
global_log.info(' Config File: %s' % config)
if system:
global_log.info(' System: %s' % system)
global_log.info('')
global_log.info('Elapsed time: %.1f minutes' % (elapsed_time / 60))
global_log.info('')
def main(config, system=None):
start_time = time.time()
conf = settings.ConfReader(config, system)
global_log, _ = fu.get_logs(path=conf.get_working_dir_path(),
light_format=True)
global_prop = conf.get_prop_dic()
global_paths = conf.get_paths_dic()
mutations = []
for mut_set in conf.properties['mutations'].split('+'):
mutations.append([mut_set])
#for mutation_list in conf.properties['mutations']:
for mutation_list in mutations:
if "WT" in mutation_list:
mut_prop = conf.get_prop_dic(prefix="WT")
mut_paths = conf.get_paths_dic(prefix="WT")
mutpdb = conf.properties['input_pdb']
else:
# Converting list to String
sep = ","
str_mut_list = sep.join(mutation_list)
# Updated cumulative list of mutations
global_log.info("Mutation list: " + str_mut_list)
mutation_code = str_mut_list.replace(":", "_").replace(",", "-")
mut_prop = conf.get_prop_dic(prefix=mutation_code)
mut_paths = conf.get_paths_dic(prefix=mutation_code)
mut_paths['step1_mutate']['input_pdb_path'] = conf.properties[
'input_pdb']
mut_prop['step1_mutate']['mutation_list'] = str_mut_list
global_log.info(
"step1_mutate: Modeling a particular residue mutation")
mutate_pc(**mut_paths["step1_mutate"],
properties=mut_prop["step1_mutate"])
compss_wait_on_file(mut_paths["step1_mutate"]["output_pdb_path"])
mutpdb = mut_paths['step1_mutate']['output_pdb_path']
# Fixing Histidine residues to HIE
# Must be done after mutation because biopython does not understand HIE/D/P residues
#pdbhie = mut_paths['step1_mutate']['output_pdb_path'] + ".hie.pdb"
pdbhie = mutpdb + ".hie.pdb"
cmd = "sed 's/HIS/HIE/g' " + mutpdb + " > " + pdbhie
subprocess.call(cmd, shell=True)
mut_paths['step2_pdb2gmx']['input_pdb_path'] = pdbhie
global_log.info("step2_pdb2gmx: Generate the topology")
pdb2gmx_pc(**mut_paths["step2_pdb2gmx"],
properties=mut_prop["step2_pdb2gmx"])
global_log.info("step3_editconf: Create the solvent box")
editconf_pc(**mut_paths["step3_editconf"],
properties=mut_prop["step3_editconf"])
global_log.info(
"step4_solvate: Fill the solvent box with water molecules")
solvate_pc(**mut_paths["step4_solvate"],
properties=mut_prop["step4_solvate"])
global_log.info("step5_grompp_genion: Preprocess ion generation")
grompp_pc(**mut_paths["step5_grompp_genion"],
properties=mut_prop["step5_grompp_genion"])
global_log.info("step6_genion: Ion generation")
genion_pc(**mut_paths["step6_genion"],
properties=mut_prop["step6_genion"])
global_log.info("step7_grompp_min: Preprocess energy minimization")
grompp_pc(**mut_paths["step7_grompp_min"],
properties=mut_prop["step7_grompp_min"])
global_log.info("step8_mdrun_min: Execute energy minimization")
mdrun_pc(**mut_paths["step8_mdrun_min"],
properties=mut_prop["step8_mdrun_min"])
global_log.info(
"step9_grompp_nvt: Preprocess system temperature equilibration")
grompp_pc(**mut_paths["step9_grompp_nvt"],
properties=mut_prop["step9_grompp_nvt"])
global_log.info(
"step10_mdrun_nvt: Execute system temperature equilibration")
mdrun_pc(**mut_paths["step10_mdrun_nvt"],
properties=mut_prop["step10_mdrun_nvt"])
global_log.info(
"step11_grompp_npt: Preprocess system pressure equilibration")
grompp_pc(**mut_paths["step11_grompp_npt"],
properties=mut_prop["step11_grompp_npt"])
global_log.info(
"step12_mdrun_npt: Execute system pressure equilibration")
mdrun_pc(**mut_paths["step12_mdrun_npt"],
properties=mut_prop["step12_mdrun_npt"])
global_log.info("step13_grompp_md: Preprocess free dynamics")
grompp_pc(**mut_paths["step13_grompp_md"],
properties=mut_prop["step13_grompp_md"])
global_log.info(
"step14_mdrun_md: Execute free molecular dynamics simulation")
mdrun_pc(**mut_paths["step14_mdrun_md"],
properties=mut_prop["step14_mdrun_md"])
elapsed_time = time.time() - start_time
global_log.info('')
global_log.info('')
global_log.info('Execution successful: ')
global_log.info(' Workflow_path: %s' % conf.get_working_dir_path())
global_log.info(' Config File: %s' % config)
if system:
global_log.info(' System: %s' % system)
global_log.info('')
global_log.info('Elapsed time: %.1f minutes' % (elapsed_time / 60))
global_log.info('')
def main(config, system=None):
start_time = time.time()
conf = settings.ConfReader(config, system)
global_log, _ = fu.get_logs(path=conf.get_working_dir_path(),
light_format=True)
global_prop = conf.get_prop_dic()
global_paths = conf.get_paths_dic()
dhdl_paths_listA = []
dhdl_paths_listB = []
for ensemble, mutation in conf.properties['mutations'].items():
ensemble_prop = conf.get_prop_dic(prefix=ensemble)
ensemble_paths = conf.get_paths_dic(prefix=ensemble)
# step0_image
global_log.info(
ensemble +
" Step 0: gmx image: Imaging trajectories to remove PBC issues")
ensemble_paths['step0_image']['input_traj_path'] = conf.properties[
'input_trajs'][ensemble]['input_traj_path']
ensemble_paths['step0_image']['input_top_path'] = conf.properties[
'input_trajs'][ensemble]['input_tpr_path']
gmx_image_pc(**ensemble_paths["step0_image"],
properties=ensemble_prop["step0_image"])
# step0.1_trjconv
global_log.info(
ensemble +
" Step 0: gmx trjconv: Extract snapshots from equilibrium trajectories"
)
ensemble_paths['step0.1_trjconv']['input_top_path'] = conf.properties[
'input_trajs'][ensemble]['input_tpr_path']
gmx_trjconv_str_ens_pc(**ensemble_paths["step0.1_trjconv"],
properties=ensemble_prop["step0.1_trjconv"])
for ensemble, mutation in conf.properties['mutations'].items():
ensemble_prop = conf.get_prop_dic(prefix=ensemble)
ensemble_paths = conf.get_paths_dic(prefix=ensemble)
compss_wait_on_file(
ensemble_paths["step0.1_trjconv"]["output_str_ens_path"])
with zipfile.ZipFile(ensemble_paths["step0.1_trjconv"]
["output_str_ens_path"]) as zip_f:
unique_dir = os.path.abspath(
fu.create_unique_dir(prefix=ensemble_prop["step0.1_trjconv"]
['working_dir_path'] + '/' + ensemble +
'/'))
zip_f.extractall(unique_dir)
state_pdb_list = [
os.path.join(unique_dir, name) for name in zip_f.namelist()
]
for pdb_path in state_pdb_list:
pdb_name = os.path.splitext(os.path.basename(pdb_path))[0]
prop = conf.get_prop_dic(prefix=os.path.join(ensemble, pdb_name))
paths = conf.get_paths_dic(prefix=os.path.join(ensemble, pdb_name))
# step1_pmx_mutate
global_log.info(ensemble + " " + pdb_name +
" Step 1: pmx mutate: Generate Hybrid Structure")
paths['step1_pmx_mutate']['input_structure_path'] = pdb_path
prop['step1_pmx_mutate']['mutation_list'] = mutation
mutate_pc(**paths["step1_pmx_mutate"],
properties=prop["step1_pmx_mutate"])
if ensemble == 'stateA':
mut = "L2R"
elif ensemble == 'stateB':
mut = "R2L"
# step1.1_check_dummies
global_log.info(ensemble + " " + pdb_name +
" Step 1.1 Check for dummy atoms")
extract_atoms_pc(**paths['step1.1_check_dummies'],
properties=prop['step1.1_check_dummies'])
compss_wait_on_file(
paths['step1.1_check_dummies']['output_structure_path'])
dummy = bool(
os.path.getsize(
paths['step1.1_check_dummies']['output_structure_path']))
# step1.2_remove_ligand
global_log.info(ensemble + " " + pdb_name +
" Step 1.2 Remove ligand")
remove_ligand_pc(**paths['step1.2_remove_ligand'],
properties=prop['step1.2_remove_ligand'])
# step2_gmx_pdb2gmx
global_log.info(ensemble + " " + pdb_name +
" Step 2: gmx pdb2gmx: Generate Topology")
pdb2gmx_pc(**paths["step2_gmx_pdb2gmx"],
properties=prop["step2_gmx_pdb2gmx"])
# step2.1_sort_gro
global_log.info(ensemble + " " + pdb_name +
" Step 2.1 Sort gro residues")
sort_gro_residues_pc(**paths['step2.1_sort_gro'],
properties=prop['step2.1_sort_gro'])
# step2.2_lig_gmx_appendLigand
global_log.info(
ensemble + " " + pdb_name +
" Step 2.2_lig: gmx appendLigand: Append a ligand to a GROMACS topology"
)
append_ligand_pc(**paths["step2.2_lig_gmx_appendLigand"],
properties=prop["step2.2_lig_gmx_appendLigand"])
# step3_pmx_gentop
global_log.info(ensemble + " " + pdb_name +
" Step 3: pmx gentop: Generate Hybrid Topology")
gentop_pc(**paths["step3_pmx_gentop"],
properties=prop["step3_pmx_gentop"])
if not dummy:
paths['step7_gmx_grompp']['input_gro_path'] = paths[
'step2.1_sort_gro']['output_gro_path']
else:
# step4_gmx_makendx
global_log.info(
ensemble + " " + pdb_name +
" Step 4 (Dummies): gmx make_ndx: Generate Gromacs Index file to select atoms to freeze"
)
make_ndx_pc(**paths["step4_gmx_makendx"],
properties=prop["step4_gmx_makendx"])
# step5_gmx_grompp
global_log.info(
ensemble + " " + pdb_name +
" Step 5 (Dummies): gmx grompp: Creating portable binary run file for energy minimization"
)
grompp_ndx_pc(**paths["step5_gmx_grompp"],
properties=prop["step5_gmx_grompp"])
# step6_gmx_mdrun
global_log.info(
ensemble + " " + pdb_name +
" Step 6 (Dummies): gmx mdrun: Running energy minimization"
)
mdrun_pc(**paths["step6_gmx_mdrun"],
properties=prop["step6_gmx_mdrun"])
# step7_gmx_grompp
global_log.info(
ensemble + " " + pdb_name +
" Step 7: gmx grompp: Creating portable binary run file for system equilibration"
)
grompp_pc(**paths["step7_gmx_grompp"],
properties=prop["step7_gmx_grompp"])
# step8_gmx_mdrun
global_log.info(ensemble + " " + pdb_name +
" Step 8: gmx mdrun: Running system equilibration")
mdrun_pc(**paths["step8_gmx_mdrun"],
properties=prop["step8_gmx_mdrun"])
# step9_gmx_grompp
global_log.info(
ensemble + " " + pdb_name +
" Step 9: Creating portable binary run file for thermodynamic integration (ti)"
)
grompp_pc(**paths["step9_gmx_grompp"],
properties=prop["step9_gmx_grompp"])
# step10_gmx_mdrun
global_log.info(
ensemble + " " + pdb_name +
" Step 10: gmx mdrun: Running thermodynamic integration")
mdrun_dhdl_pc(**paths["step10_gmx_mdrun"],
properties=prop["step10_gmx_mdrun"])
if ensemble == "stateA":
dhdl_paths_listA.append(
paths["step10_gmx_mdrun"]["output_dhdl_path"])
elif ensemble == "stateB":
dhdl_paths_listB.append(
paths["step10_gmx_mdrun"]["output_dhdl_path"])
# Creating zip file containing all the dhdl files
dhdlA_path = 'dhdlA.zip'
dhdlB_path = 'dhdlB.zip'
# for dhdl_file in dhdl_paths_listA:
# compss_wait_on_file(dhdl_file)
# for dhdl_file in dhdl_paths_listB:
# compss_wait_on_file(dhdl_file)
# fu.zip_list(dhdlA_path, dhdl_paths_listA)
# fu.zip_list(dhdlB_path, dhdl_paths_listB)
zip_files_pc(dhdl_paths_listA, dhdlA_path)
zip_files_pc(dhdl_paths_listB, dhdlB_path)
# step11_pmx_analyse
global_log.info(
ensemble +
" Step 11: pmx analyse: Calculate free energies from fast growth thermodynamic integration simulations"
)
global_paths["step11_pmx_analyse"]["input_a_xvg_zip_path"] = dhdlA_path
global_paths["step11_pmx_analyse"]["input_b_xvg_zip_path"] = dhdlB_path
analyse_pc(**global_paths["step11_pmx_analyse"],
properties=global_prop["step11_pmx_analyse"])
elapsed_time = time.time() - start_time
global_log.info('')
global_log.info('')
global_log.info('Execution successful: ')
global_log.info(' Workflow_path: %s' % conf.get_working_dir_path())
global_log.info(' Config File: %s' % config)
if system:
global_log.info(' System: %s' % system)
global_log.info('')
global_log.info('Elapsed time: %.1f minutes' % (elapsed_time / 60))
global_log.info('')
def main(config, system=None):
start_time = time.time()
conf = settings.ConfReader(config, system)
global_log, _ = fu.get_logs(path=conf.get_working_dir_path(),
light_format=True)
global_prop = conf.get_prop_dic()
global_paths = conf.get_paths_dic()
for structure in conf.properties['input_structures'].split(','):
prefix_str = os.path.basename(structure)
prefix_str = prefix_str.replace('.', '_')
mut_prop = conf.get_prop_dic(prefix=prefix_str)
mut_paths = conf.get_paths_dic(prefix=prefix_str)
global_log.info("Starting setup process for PDB: " + prefix_str)
mut_paths['step1_pdb2gmx']['input_pdb_path'] = structure
global_log.info("step1_pdb2gmx: Generate the topology")
pdb2gmx_pc(**mut_paths["step1_pdb2gmx"],
properties=mut_prop["step1_pdb2gmx"])
global_log.info("step2_editconf: Create the solvent box")
editconf_pc(**mut_paths["step2_editconf"],
properties=mut_prop["step2_editconf"])
global_log.info(
"step3_solvate: Fill the solvent box with water molecules")
solvate_pc(**mut_paths["step3_solvate"],
properties=mut_prop["step3_solvate"])
global_log.info("step4_grompp_genion: Preprocess ion generation")
grompp_pc(**mut_paths["step4_grompp_genion"],
properties=mut_prop["step4_grompp_genion"])
global_log.info("step5_genion: Ion generation")
genion_pc(**mut_paths["step5_genion"],
properties=mut_prop["step5_genion"])
global_log.info("step6_grompp_min: Preprocess energy minimization")
grompp_pc(**mut_paths["step6_grompp_min"],
properties=mut_prop["step6_grompp_min"])
global_log.info("step7_mdrun_min: Execute energy minimization")
mdrun_pc(**mut_paths["step7_mdrun_min"],
properties=mut_prop["step7_mdrun_min"])
global_log.info("step8_make_ndx: Generate GROMACS index file")
make_ndx_pc(**mut_paths["step8_make_ndx"],
properties=mut_prop["step8_make_ndx"])
global_log.info(
"step9_grompp_nvt: Preprocess system temperature equilibration")
grompp_ndx_pc(**mut_paths["step9_grompp_nvt"],
properties=mut_prop["step9_grompp_nvt"])
global_log.info(
"step10_mdrun_nvt: Execute system temperature equilibration")
mdrun_pc(**mut_paths["step10_mdrun_nvt"],
properties=mut_prop["step10_mdrun_nvt"])
global_log.info(
"step11_grompp_npt: Preprocess system pressure equilibration")
grompp_ndx_pc(**mut_paths["step11_grompp_npt"],
properties=mut_prop["step11_grompp_npt"])
global_log.info(
"step12_mdrun_npt: Execute system pressure equilibration")
mdrun_pc(**mut_paths["step12_mdrun_npt"],
properties=mut_prop["step12_mdrun_npt"])
global_log.info("step13_grompp_md: Preprocess free dynamics")
grompp_ndx_pc(**mut_paths["step13_grompp_md"],
properties=mut_prop["step13_grompp_md"])
global_log.info(
"step14_mdrun_md: Execute free molecular dynamics simulation")
mdrun_pc(**mut_paths["step14_mdrun_md"],
properties=mut_prop["step14_mdrun_md"])
elapsed_time = time.time() - start_time
global_log.info('')
global_log.info('')
global_log.info('Execution successful: ')
global_log.info(' Workflow_path: %s' % conf.get_working_dir_path())
global_log.info(' Config File: %s' % config)
if system:
global_log.info(' System: %s' % system)
global_log.info('')
global_log.info('Elapsed time: %.1f minutes' % (elapsed_time / 60))
global_log.info('')
def main(config, imaged_traj_available):
start_time = time.time()
conf = settings.ConfReader(config)
global_log, _ = fu.get_logs(path=conf.get_working_dir_path(),
light_format=True)
global_prop = conf.get_prop_dic()
global_paths = conf.get_paths_dic()
dhdl_paths_listA = []
dhdl_paths_listB = []
for ensemble, mutation in conf.properties['mutations'].items():
ensemble_prop = conf.get_prop_dic(prefix=ensemble)
ensemble_paths = conf.get_paths_dic(prefix=ensemble)
if not imaged_traj_available:
# step0_image There isn't an imaged trajectory
global_log.info(
ensemble +
" Step 0: gmx image: Imaging trajectories to remove PBC issues"
)
ensemble_paths['step0_image']['input_top_path'] = conf.properties[
'input_trajs'][ensemble]['input_tpr_path']
ensemble_paths['step0_image']['input_traj_path'] = conf.properties[
'input_trajs'][ensemble]['input_traj_path']
gmx_image_pc(**ensemble_paths["step0_image"],
properties=ensemble_prop["step0_image"])
else:
# An imaged trajectory is available
ensemble_paths['step1_trjconv_' +
ensemble]['input_traj_path'] = conf.properties[
'input_trajs'][ensemble]['input_traj_path']
# step1_trjconv
global_log.info(
ensemble +
" Step 1: gmx trjconv: Extract snapshots from equilibrium trajectories"
)
ensemble_paths['step1_trjconv_' +
ensemble]['input_top_path'] = conf.properties[
'input_trajs'][ensemble]['input_tpr_path']
gmx_trjconv_str_ens_pc(**ensemble_paths['step1_trjconv_' + ensemble],
properties=ensemble_prop['step1_trjconv_' +
ensemble])
for ensemble, mutation in conf.properties['mutations'].items():
ensemble_prop = conf.get_prop_dic(prefix=ensemble)
ensemble_paths = conf.get_paths_dic(prefix=ensemble)
compss_wait_on_file(ensemble_paths['step1_trjconv_' +
ensemble]["output_str_ens_path"])
with zipfile.ZipFile(
ensemble_paths['step1_trjconv_' +
ensemble]["output_str_ens_path"]) as zip_f:
unique_dir = os.path.abspath(
fu.create_unique_dir(
prefix=ensemble_prop['step1_trjconv_' +
ensemble]['working_dir_path'] + '/' +
ensemble + '/'))
zip_f.extractall(unique_dir)
state_pdb_list = [
os.path.join(unique_dir, name) for name in zip_f.namelist()
]
for pdb_path in state_pdb_list:
pdb_name = os.path.splitext(os.path.basename(pdb_path))[0]
prop = conf.get_prop_dic(prefix=os.path.join(ensemble, pdb_name))
paths = conf.get_paths_dic(prefix=os.path.join(ensemble, pdb_name))
# step2_pmx_mutate
global_log.info(ensemble + " " + pdb_name +
" Step 2: pmx mutate: Generate Hybrid Structure")
paths['step2_pmx_mutate']['input_structure_path'] = pdb_path
prop['step2_pmx_mutate']['mutation_list'] = mutation
mutate_pc(**paths["step2_pmx_mutate"],
properties=prop["step2_pmx_mutate"])
# step3_check_dummies
global_log.info(ensemble + " " + pdb_name +
" Step 3 Check for dummy atoms")
extract_atoms_pc(**paths['step3_check_dummies'],
properties=prop['step3_check_dummies'])
compss_wait_on_file(
paths['step3_check_dummies']['output_structure_path'])
try:
dummy = bool(
os.path.getsize(
paths['step3_check_dummies']['output_structure_path']))
except:
global_log.info(
"Error ocurred while checking the file containing dummy atoms"
)
global_log.info(sys.exc_info()[0])
# step4_gmx_pdb2gmx
global_log.info(ensemble + " " + pdb_name +
" Step 4: gmx pdb2gmx: Generate Topology")
pdb2gmx_pc(**paths["step4_gmx_pdb2gmx"],
properties=prop["step4_gmx_pdb2gmx"])
# step5_pmx_gentop
global_log.info(ensemble + " " + pdb_name +
" Step 5: pmx gentop: Generate Hybrid Topology")
gentop_pc(**paths["step5_pmx_gentop"],
properties=prop["step5_pmx_gentop"])
if not dummy:
paths['step9_gmx_grompp']['input_gro_path'] = paths[
'step4_gmx_pdb2gmx']['output_gro_path']
else:
# step6_gmx_makendx
global_log.info(
ensemble + " " + pdb_name +
" Step 6: (Dummies): gmx make_ndx: Generate Gromacs Index file to select atoms to freeze"
)
make_ndx_pc(**paths["step6_gmx_makendx"],
properties=prop["step6_gmx_makendx"])
# step7_gmx_grompp
global_log.info(
ensemble + " " + pdb_name +
" Step 7: (Dummies): gmx grompp: Creating portable binary run file for energy minimization"
)
grompp_ndx_pc(**paths["step7_gmx_grompp"],
properties=prop["step7_gmx_grompp"])
# step8_gmx_mdrun
global_log.info(
ensemble + " " + pdb_name +
" Step 8: (Dummies): gmx mdrun: Running energy minimization"
)
mdrun_pc(**paths["step8_gmx_mdrun"],
properties=prop["step8_gmx_mdrun"])
# step9_gmx_grompp
global_log.info(
ensemble + " " + pdb_name +
" Step 9: gmx grompp: Creating portable binary run file for system equilibration"
)
grompp_pc(**paths["step9_gmx_grompp"],
properties=prop["step9_gmx_grompp"])
# step10_gmx_mdrun
global_log.info(
ensemble + " " + pdb_name +
" Step 10: gmx mdrun: Running system equilibration")
mdrun_pc(**paths["step10_gmx_mdrun"],
properties=prop["step10_gmx_mdrun"])
# step11_gmx_grompp
global_log.info(
ensemble + " " + pdb_name +
" Step 11: Creating portable binary run file for thermodynamic integration (ti)"
)
grompp_pc(**paths["step11_gmx_grompp"],
properties=prop["step11_gmx_grompp"])
# step12_gmx_mdrun
global_log.info(
ensemble + " " + pdb_name +
" Step 12: gmx mdrun: Running thermodynamic integration")
mdrun_dhdl_pc(**paths["step12_gmx_mdrun"],
properties=prop["step12_gmx_mdrun"])
if ensemble == "stateA":
dhdl_paths_listA.append(
paths["step12_gmx_mdrun"]["output_dhdl_path"])
elif ensemble == "stateB":
dhdl_paths_listB.append(
paths["step12_gmx_mdrun"]["output_dhdl_path"])
# Creating zip file containing all the dhdl files
dhdlA_path = os.path.join(
global_prop["step13_pmx_analyse"]['working_dir_path'], 'dhdlA.zip')
dhdlB_path = os.path.join(
global_prop["step13_pmx_analyse"]['working_dir_path'], 'dhdlB.zip')
for dhdl_file in dhdl_paths_listA:
compss_wait_on_file(dhdl_file)
for dhdl_file in dhdl_paths_listB:
compss_wait_on_file(dhdl_file)
fu.zip_list(dhdlA_path, dhdl_paths_listA)
fu.zip_list(dhdlB_path, dhdl_paths_listB)
# step13_pmx_analyse
global_log.info(
ensemble +
" Step 13: pmx analyse: Calculate free energies from fast growth thermodynamic integration simulations"
)
global_paths["step13_pmx_analyse"]["input_a_xvg_zip_path"] = dhdlA_path
global_paths["step13_pmx_analyse"]["input_b_xvg_zip_path"] = dhdlB_path
analyse_pc(**global_paths["step13_pmx_analyse"],
properties=global_prop["step13_pmx_analyse"])
elapsed_time = time.time() - start_time
global_log.info('')
global_log.info('')
global_log.info('Execution successful: ')
global_log.info(' Workflow_path: %s' % conf.get_working_dir_path())
global_log.info(' Config File: %s' % config)
global_log.info('')
global_log.info('Elapsed time: %.1f minutes' % (elapsed_time / 60))
global_log.info('')
