Difference between revisions of "Tutorial for model free SBiNLab"
Line 927: | Line 927: | ||
module load mpi/openmpi-x86_64 | module load mpi/openmpi-x86_64 | ||
− | # Test | + | # Test with shell |
− | mpirun | + | mpirun -np 6 echo "hello world" |
+ | |||
+ | # Test with python | ||
+ | mpirun -np 6 python -m mpi4py helloworld | ||
</source> | </source> | ||
Revision as of 17:12, 13 October 2017
Contents
Background
This is a tutorial for Lau and Kaare in SBiNLab, and hopefully others.
To get inspiration of example scripts files and see how the protocol is performed, have a look here:
- nmr-relax-code/test_suite/system_tests/scripts/model_free/dauvergne_protocol.py
- nmr-relax-code/auto_analyses/dauvergne_protocol.py
Scripts
To get the protocol to work, we need to
- Load a PDB structure
- Assign the "data structure" in relax through spin-assignments
- Assign necessary "information" as isotope information to each spin-assignment
- Read "R1, R2 and NOE" for different magnet field strengths
- Calculate some properties
- Check the data
- Run the protocol
To work most efficiently, it is important to perform each step 1 by 1, and closely inspect the log for any errors.
For similar tutorial, have a look at: Tutorial for model-free analysis sam mahdi
Test load of PDB
First we just want to test to read the PDB file.
01_read_pdb.py
# Python module imports.
from time import asctime, localtime
import os
# relax module imports.
from auto_analyses.dauvergne_protocol import dAuvergne_protocol
# Set up the data pipe.
#######################
# The following sequence of user function calls can be changed as needed.
# Create the data pipe.
bundle_name = "mf (%s)" % asctime(localtime())
name = "origin"
pipe.create(name, 'mf', bundle=bundle_name)
# Load the PDB file.
structure.read_pdb('energy_1.pdb', set_mol_name='TEMP', read_model=1)
# Set up the 15N and 1H spins (both backbone and Trp indole sidechains).
structure.load_spins('@N', ave_pos=True)
structure.load_spins('@NE1', ave_pos=True)
structure.load_spins('@H', ave_pos=True)
structure.load_spins('@HE1', ave_pos=True)
# Assign isotopes
spin.isotope('15N', spin_id='@N*')
spin.isotope('1H', spin_id='@H*')
Run with
relax 01_read_pdb.py -t 01_read_pdb.log
Output from logfile |
---|
script = '01_read_pdb.py'
----------------------------------------------------------------------------------------------------
# Python module imports.
from time import asctime, localtime
import os
# relax module imports.
from auto_analyses.dauvergne_protocol import dAuvergne_protocol
# Set up the data pipe.
#######################
# The following sequence of user function calls can be changed as needed.
# Create the data pipe.
bundle_name = "mf (%s)" % asctime(localtime())
name = "origin"
pipe.create(name, 'mf', bundle=bundle_name)
# Load the PDB file.
structure.read_pdb('energy_1.pdb', set_mol_name='TEMP', read_model=1)
# Set up the 15N and 1H spins (both backbone and Trp indole sidechains).
structure.load_spins('@N', ave_pos=True)
structure.load_spins('@NE1', ave_pos=True)
structure.load_spins('@H', ave_pos=True)
structure.load_spins('@HE1', ave_pos=True)
# Assign isotopes
spin.isotope('15N', spin_id='@N*')
spin.isotope('1H', spin_id='@H*')
----------------------------------------------------------------------------------------------------
relax> pipe.create(pipe_name='origin', pipe_type='mf', bundle='mf (Fri Oct 13 17:44:18 2017)')
relax> structure.read_pdb(file='energy_1.pdb', dir=None, read_mol=None, set_mol_name='TEMP', read_model=1, set_model_num=None, alt_loc=None, verbosity=1, merge=False)
Internal relax PDB parser.
Opening the file 'energy_1.pdb' for reading.
RelaxWarning: Cannot determine the element associated with atom 'X'.
RelaxWarning: Cannot determine the element associated with atom 'Z'.
RelaxWarning: Cannot determine the element associated with atom 'OO'.
RelaxWarning: Cannot determine the element associated with atom 'OO2'.
Adding molecule 'TEMP' to model 1 (from the original molecule number 1 of model 1).
relax> structure.load_spins(spin_id='@N', from_mols=None, mol_name_target=None, ave_pos=True, spin_num=True)
Adding the following spins to the relax data store.
# mol_name res_num res_name spin_num spin_name
REMOVED FROM DISPLAY
relax> structure.load_spins(spin_id='@NE1', from_mols=None, mol_name_target=None, ave_pos=True, spin_num=True)
Adding the following spins to the relax data store.
# mol_name res_num res_name spin_num spin_name
REMOVED FROM DISPLAY
relax> structure.load_spins(spin_id='@H', from_mols=None, mol_name_target=None, ave_pos=True, spin_num=True)
Adding the following spins to the relax data store.
# mol_name res_num res_name spin_num spin_name
REMOVED FROM DISPLAY
relax> structure.load_spins(spin_id='@HE1', from_mols=None, mol_name_target=None, ave_pos=True, spin_num=True)
Adding the following spins to the relax data store.
# mol_name res_num res_name spin_num spin_name
REMOVED FROM DISPLAY
relax> spin.isotope(isotope='15N', spin_id='@N*', force=False)
relax> spin.isotope(isotope='1H', spin_id='@H*', force=False)
|
Test load of data
That looked to go fine, so let us try to just load data.
Copy 01_read_pdb.py to 02_read_data.py and add:
# Load the relaxation data.
relax_data.read(ri_id='R1_600', ri_type='R1', frq=600.17*1e6, file='R1_600MHz_new_model_free.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
relax_data.read(ri_id='R2_600', ri_type='R2', frq=600.17*1e6, file='R2_600MHz_new_model_free.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
relax_data.read(ri_id='NOE_600', ri_type='NOE', frq=600.17*1e6, file='NOE_600MHz_new.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
relax_data.read(ri_id='R1_750', ri_type='R1', frq=750.06*1e6, file='R1_750MHz_model_free.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
relax_data.read(ri_id='R2_750', ri_type='R2', frq=750.06*1e6, file='R2_750MHz_model_free.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
relax_data.read(ri_id='NOE_750', ri_type='NOE', frq=750.06*1e6, file='NOE_750MHz.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
# Define the magnetic dipole-dipole relaxation interaction.
interatom.define(spin_id1='@N', spin_id2='@H', direct_bond=True)
interatom.define(spin_id1='@NE1', spin_id2='@HE1', direct_bond=True)
interatom.set_dist(spin_id1='@N*', spin_id2='@H*', ave_dist=1.02 * 1e-10)
interatom.unit_vectors()
# Define the chemical shift relaxation interaction.
value.set(-172 * 1e-6, 'csa', spin_id='@N*')
Run with
relax 02_read_data.py -t 02_read_data.log
Output from logfile |
---|
script = '02_read_data.py'
----------------------------------------------------------------------------------------------------
# Python module imports.
from time import asctime, localtime
import os
# relax module imports.
from auto_analyses.dauvergne_protocol import dAuvergne_protocol
# Set up the data pipe.
#######################
# The following sequence of user function calls can be changed as needed.
# Create the data pipe.
bundle_name = "mf (%s)" % asctime(localtime())
name = "origin"
pipe.create(name, 'mf', bundle=bundle_name)
# Load the PDB file.
structure.read_pdb('energy_1.pdb', set_mol_name='TEMP', read_model=1)
# Set up the 15N and 1H spins (both backbone and Trp indole sidechains).
structure.load_spins('@N', ave_pos=True)
structure.load_spins('@NE1', ave_pos=True)
structure.load_spins('@H', ave_pos=True)
structure.load_spins('@HE1', ave_pos=True)
# Assign isotopes
spin.isotope('15N', spin_id='@N*')
spin.isotope('1H', spin_id='@H*')
# Load the relaxation data.
relax_data.read(ri_id='R1_600', ri_type='R1', frq=600.17*1e6, file='R1_600MHz_new_model_free.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
relax_data.read(ri_id='R2_600', ri_type='R2', frq=600.17*1e6, file='R2_600MHz_new_model_free.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
relax_data.read(ri_id='NOE_600', ri_type='NOE', frq=600.17*1e6, file='NOE_600MHz_new.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
relax_data.read(ri_id='R1_750', ri_type='R1', frq=750.06*1e6, file='R1_750MHz_model_free.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
relax_data.read(ri_id='R2_750', ri_type='R2', frq=750.06*1e6, file='R2_750MHz_model_free.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
relax_data.read(ri_id='NOE_750', ri_type='NOE', frq=750.06*1e6, file='NOE_750MHz.dat', mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7)
# Define the magnetic dipole-dipole relaxation interaction.
interatom.define(spin_id1='@N', spin_id2='@H', direct_bond=True)
interatom.define(spin_id1='@NE1', spin_id2='@HE1', direct_bond=True)
interatom.set_dist(spin_id1='@N*', spin_id2='@H*', ave_dist=1.02 * 1e-10)
interatom.unit_vectors()
# Define the chemical shift relaxation interaction.
value.set(-172 * 1e-6, 'csa', spin_id='@N*')
----------------------------------------------------------------------------------------------------
relax> pipe.create(pipe_name='origin', pipe_type='mf', bundle='mf (Fri Oct 13 17:51:28 2017)')
relax> structure.read_pdb(file='energy_1.pdb', dir=None, read_mol=None, set_mol_name='TEMP', read_model=1, set_model_num=None, alt_loc=None, verbosity=1, merge=False)
Internal relax PDB parser.
Opening the file 'energy_1.pdb' for reading.
RelaxWarning: Cannot determine the element associated with atom 'X'.
RelaxWarning: Cannot determine the element associated with atom 'Z'.
RelaxWarning: Cannot determine the element associated with atom 'OO'.
RelaxWarning: Cannot determine the element associated with atom 'OO2'.
Adding molecule 'TEMP' to model 1 (from the original molecule number 1 of model 1).
relax> structure.load_spins(spin_id='@N', from_mols=None, mol_name_target=None, ave_pos=True, spin_num=True)
Adding the following spins to the relax data store.
# mol_name res_num res_name spin_num spin_name
REMOVED FROM DISPLAY
relax> structure.load_spins(spin_id='@NE1', from_mols=None, mol_name_target=None, ave_pos=True, spin_num=True)
Adding the following spins to the relax data store.
# mol_name res_num res_name spin_num spin_name
REMOVED FROM DISPLAY
relax> structure.load_spins(spin_id='@H', from_mols=None, mol_name_target=None, ave_pos=True, spin_num=True)
Adding the following spins to the relax data store.
# mol_name res_num res_name spin_num spin_name
REMOVED FROM DISPLAY
relax> structure.load_spins(spin_id='@HE1', from_mols=None, mol_name_target=None, ave_pos=True, spin_num=True)
Adding the following spins to the relax data store.
# mol_name res_num res_name spin_num spin_name
REMOVED FROM DISPLAY
relax> spin.isotope(isotope='15N', spin_id='@N*', force=False)
relax> spin.isotope(isotope='1H', spin_id='@H*', force=False)
relax> relax_data.read(ri_id='R1_600', ri_type='R1', frq=600170000.0, file='R1_600MHz_new_model_free.dat', dir=None, spin_id_col=None, mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7, sep=None, spin_id=None)
Opening the file 'R1_600MHz_new_model_free.dat' for reading.
The following 600.17 MHz R1 relaxation data with the ID 'R1_600' has been loaded into the relax data store:
# Spin_ID Value Error
REMOVED FROM DISPLAY
relax> relax_data.read(ri_id='R2_600', ri_type='R2', frq=600170000.0, file='R2_600MHz_new_model_free.dat', dir=None, spin_id_col=None, mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7, sep=None, spin_id=None)
Opening the file 'R2_600MHz_new_model_free.dat' for reading.
The following 600.17 MHz R2 relaxation data with the ID 'R2_600' has been loaded into the relax data store:
# Spin_ID Value Error
REMOVED FROM DISPLAY
relax> relax_data.read(ri_id='NOE_600', ri_type='NOE', frq=600170000.0, file='NOE_600MHz_new.dat', dir=None, spin_id_col=None, mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7, sep=None, spin_id=None)
Opening the file 'NOE_600MHz_new.dat' for reading.
The following 600.17 MHz NOE relaxation data with the ID 'NOE_600' has been loaded into the relax data store:
# Spin_ID Value Error
REMOVED FROM DISPLAY
relax> relax_data.read(ri_id='R1_750', ri_type='R1', frq=750060000.0, file='R1_750MHz_model_free.dat', dir=None, spin_id_col=None, mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7, sep=None, spin_id=None)
Opening the file 'R1_750MHz_model_free.dat' for reading.
The following 750.06 MHz R1 relaxation data with the ID 'R1_750' has been loaded into the relax data store:
# Spin_ID Value Error
REMOVED FROM DISPLAY
relax> relax_data.read(ri_id='R2_750', ri_type='R2', frq=750060000.0, file='R2_750MHz_model_free.dat', dir=None, spin_id_col=None, mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7, sep=None, spin_id=None)
Opening the file 'R2_750MHz_model_free.dat' for reading.
The following 750.06 MHz R2 relaxation data with the ID 'R2_750' has been loaded into the relax data store:
# Spin_ID Value Error
REMOVED FROM DISPLAY
relax> relax_data.read(ri_id='NOE_750', ri_type='NOE', frq=750060000.0, file='NOE_750MHz.dat', dir=None, spin_id_col=None, mol_name_col=1, res_num_col=2, res_name_col=3, spin_num_col=4, spin_name_col=5, data_col=6, error_col=7, sep=None, spin_id=None)
Opening the file 'NOE_750MHz.dat' for reading.
The following 750.06 MHz NOE relaxation data with the ID 'NOE_750' has been loaded into the relax data store:
# Spin_ID Value Error
REMOVED FROM DISPLAY
relax> interatom.define(spin_id1='@N', spin_id2='@H', direct_bond=True, spin_selection=True, pipe=None)
Interatomic interactions are now defined for the following spins:
# Spin_ID_1 Spin_ID_2
'#TEMP:3@N' '#TEMP:3@H'
'#TEMP:4@N' '#TEMP:4@H'
'#TEMP:5@N' '#TEMP:5@H'
'#TEMP:6@N' '#TEMP:6@H'
'#TEMP:7@N' '#TEMP:7@H'
'#TEMP:8@N' '#TEMP:8@H'
'#TEMP:9@N' '#TEMP:9@H'
'#TEMP:10@N' '#TEMP:10@H'
'#TEMP:11@N' '#TEMP:11@H'
'#TEMP:13@N' '#TEMP:13@H'
'#TEMP:14@N' '#TEMP:14@H'
'#TEMP:15@N' '#TEMP:15@H'
'#TEMP:16@N' '#TEMP:16@H'
'#TEMP:17@N' '#TEMP:17@H'
'#TEMP:18@N' '#TEMP:18@H'
'#TEMP:19@N' '#TEMP:19@H'
'#TEMP:20@N' '#TEMP:20@H'
'#TEMP:21@N' '#TEMP:21@H'
'#TEMP:22@N' '#TEMP:22@H'
'#TEMP:23@N' '#TEMP:23@H'
'#TEMP:24@N' '#TEMP:24@H'
'#TEMP:25@N' '#TEMP:25@H'
'#TEMP:26@N' '#TEMP:26@H'
'#TEMP:27@N' '#TEMP:27@H'
'#TEMP:28@N' '#TEMP:28@H'
'#TEMP:29@N' '#TEMP:29@H'
'#TEMP:30@N' '#TEMP:30@H'
'#TEMP:31@N' '#TEMP:31@H'
'#TEMP:32@N' '#TEMP:32@H'
'#TEMP:33@N' '#TEMP:33@H'
'#TEMP:34@N' '#TEMP:34@H'
'#TEMP:35@N' '#TEMP:35@H'
'#TEMP:36@N' '#TEMP:36@H'
'#TEMP:37@N' '#TEMP:37@H'
'#TEMP:38@N' '#TEMP:38@H'
'#TEMP:39@N' '#TEMP:39@H'
'#TEMP:40@N' '#TEMP:40@H'
'#TEMP:41@N' '#TEMP:41@H'
'#TEMP:42@N' '#TEMP:42@H'
'#TEMP:43@N' '#TEMP:43@H'
'#TEMP:45@N' '#TEMP:45@H'
'#TEMP:46@N' '#TEMP:46@H'
'#TEMP:47@N' '#TEMP:47@H'
'#TEMP:48@N' '#TEMP:48@H'
'#TEMP:49@N' '#TEMP:49@H'
'#TEMP:50@N' '#TEMP:50@H'
'#TEMP:51@N' '#TEMP:51@H'
'#TEMP:52@N' '#TEMP:52@H'
'#TEMP:53@N' '#TEMP:53@H'
'#TEMP:54@N' '#TEMP:54@H'
'#TEMP:55@N' '#TEMP:55@H'
'#TEMP:56@N' '#TEMP:56@H'
'#TEMP:57@N' '#TEMP:57@H'
'#TEMP:58@N' '#TEMP:58@H'
'#TEMP:59@N' '#TEMP:59@H'
'#TEMP:60@N' '#TEMP:60@H'
'#TEMP:61@N' '#TEMP:61@H'
'#TEMP:62@N' '#TEMP:62@H'
'#TEMP:63@N' '#TEMP:63@H'
'#TEMP:64@N' '#TEMP:64@H'
'#TEMP:65@N' '#TEMP:65@H'
'#TEMP:66@N' '#TEMP:66@H'
'#TEMP:67@N' '#TEMP:67@H'
'#TEMP:68@N' '#TEMP:68@H'
'#TEMP:69@N' '#TEMP:69@H'
'#TEMP:70@N' '#TEMP:70@H'
'#TEMP:71@N' '#TEMP:71@H'
'#TEMP:72@N' '#TEMP:72@H'
'#TEMP:73@N' '#TEMP:73@H'
'#TEMP:74@N' '#TEMP:74@H'
'#TEMP:75@N' '#TEMP:75@H'
'#TEMP:76@N' '#TEMP:76@H'
'#TEMP:77@N' '#TEMP:77@H'
'#TEMP:78@N' '#TEMP:78@H'
'#TEMP:79@N' '#TEMP:79@H'
'#TEMP:80@N' '#TEMP:80@H'
'#TEMP:81@N' '#TEMP:81@H'
'#TEMP:82@N' '#TEMP:82@H'
'#TEMP:83@N' '#TEMP:83@H'
'#TEMP:84@N' '#TEMP:84@H'
'#TEMP:85@N' '#TEMP:85@H'
'#TEMP:87@N' '#TEMP:87@H'
'#TEMP:88@N' '#TEMP:88@H'
'#TEMP:89@N' '#TEMP:89@H'
'#TEMP:90@N' '#TEMP:90@H'
'#TEMP:91@N' '#TEMP:91@H'
'#TEMP:93@N' '#TEMP:93@H'
'#TEMP:94@N' '#TEMP:94@H'
'#TEMP:95@N' '#TEMP:95@H'
'#TEMP:96@N' '#TEMP:96@H'
'#TEMP:97@N' '#TEMP:97@H'
'#TEMP:98@N' '#TEMP:98@H'
'#TEMP:99@N' '#TEMP:99@H'
'#TEMP:100@N' '#TEMP:100@H'
'#TEMP:101@N' '#TEMP:101@H'
'#TEMP:102@N' '#TEMP:102@H'
'#TEMP:103@N' '#TEMP:103@H'
'#TEMP:104@N' '#TEMP:104@H'
'#TEMP:105@N' '#TEMP:105@H'
'#TEMP:106@N' '#TEMP:106@H'
'#TEMP:107@N' '#TEMP:107@H'
'#TEMP:108@N' '#TEMP:108@H'
'#TEMP:109@N' '#TEMP:109@H'
'#TEMP:110@N' '#TEMP:110@H'
'#TEMP:111@N' '#TEMP:111@H'
'#TEMP:112@N' '#TEMP:112@H'
'#TEMP:113@N' '#TEMP:113@H'
'#TEMP:114@N' '#TEMP:114@H'
'#TEMP:115@N' '#TEMP:115@H'
'#TEMP:116@N' '#TEMP:116@H'
'#TEMP:117@N' '#TEMP:117@H'
'#TEMP:118@N' '#TEMP:118@H'
'#TEMP:119@N' '#TEMP:119@H'
'#TEMP:120@N' '#TEMP:120@H'
'#TEMP:121@N' '#TEMP:121@H'
'#TEMP:122@N' '#TEMP:122@H'
'#TEMP:123@N' '#TEMP:123@H'
'#TEMP:124@N' '#TEMP:124@H'
'#TEMP:125@N' '#TEMP:125@H'
'#TEMP:127@N' '#TEMP:127@H'
'#TEMP:128@N' '#TEMP:128@H'
'#TEMP:129@N' '#TEMP:129@H'
'#TEMP:130@N' '#TEMP:130@H'
'#TEMP:131@N' '#TEMP:131@H'
'#TEMP:132@N' '#TEMP:132@H'
'#TEMP:133@N' '#TEMP:133@H'
'#TEMP:134@N' '#TEMP:134@H'
'#TEMP:136@N' '#TEMP:136@H'
'#TEMP:138@N' '#TEMP:138@H'
'#TEMP:139@N' '#TEMP:139@H'
'#TEMP:140@N' '#TEMP:140@H'
'#TEMP:141@N' '#TEMP:141@H'
'#TEMP:142@N' '#TEMP:142@H'
'#TEMP:143@N' '#TEMP:143@H'
'#TEMP:144@N' '#TEMP:144@H'
'#TEMP:145@N' '#TEMP:145@H'
'#TEMP:146@N' '#TEMP:146@H'
'#TEMP:147@N' '#TEMP:147@H'
'#TEMP:148@N' '#TEMP:148@H'
'#TEMP:149@N' '#TEMP:149@H'
'#TEMP:150@N' '#TEMP:150@H'
'#TEMP:151@N' '#TEMP:151@H'
'#TEMP:152@N' '#TEMP:152@H'
'#TEMP:153@N' '#TEMP:153@H'
'#TEMP:154@N' '#TEMP:154@H'
'#TEMP:155@N' '#TEMP:155@H'
'#TEMP:156@N' '#TEMP:156@H'
'#TEMP:157@N' '#TEMP:157@H'
'#TEMP:158@N' '#TEMP:158@H'
'#TEMP:159@N' '#TEMP:159@H'
relax> interatom.define(spin_id1='@NE1', spin_id2='@HE1', direct_bond=True, spin_selection=True, pipe=None)
Interatomic interactions are now defined for the following spins:
# Spin_ID_1 Spin_ID_2
'#TEMP:33@NE1' '#TEMP:33@HE1'
'#TEMP:48@NE1' '#TEMP:48@HE1'
'#TEMP:49@NE1' '#TEMP:49@HE1'
'#TEMP:59@NE1' '#TEMP:59@HE1'
'#TEMP:98@NE1' '#TEMP:98@HE1'
relax> interatom.set_dist(spin_id1='@N*', spin_id2='@H*', ave_dist=1.0200000000000001e-10, unit='meter')
The following averaged distances have been set:
# Spin_ID_1 Spin_ID_2 Ave_distance(meters)
'#TEMP:3@N' '#TEMP:3@H' 1.0200000000000001e-10
'#TEMP:4@N' '#TEMP:4@H' 1.0200000000000001e-10
'#TEMP:5@N' '#TEMP:5@H' 1.0200000000000001e-10
'#TEMP:6@N' '#TEMP:6@H' 1.0200000000000001e-10
'#TEMP:7@N' '#TEMP:7@H' 1.0200000000000001e-10
'#TEMP:8@N' '#TEMP:8@H' 1.0200000000000001e-10
'#TEMP:9@N' '#TEMP:9@H' 1.0200000000000001e-10
'#TEMP:10@N' '#TEMP:10@H' 1.0200000000000001e-10
'#TEMP:11@N' '#TEMP:11@H' 1.0200000000000001e-10
'#TEMP:13@N' '#TEMP:13@H' 1.0200000000000001e-10
'#TEMP:14@N' '#TEMP:14@H' 1.0200000000000001e-10
'#TEMP:15@N' '#TEMP:15@H' 1.0200000000000001e-10
'#TEMP:16@N' '#TEMP:16@H' 1.0200000000000001e-10
'#TEMP:17@N' '#TEMP:17@H' 1.0200000000000001e-10
'#TEMP:18@N' '#TEMP:18@H' 1.0200000000000001e-10
'#TEMP:19@N' '#TEMP:19@H' 1.0200000000000001e-10
'#TEMP:20@N' '#TEMP:20@H' 1.0200000000000001e-10
'#TEMP:21@N' '#TEMP:21@H' 1.0200000000000001e-10
'#TEMP:22@N' '#TEMP:22@H' 1.0200000000000001e-10
'#TEMP:23@N' '#TEMP:23@H' 1.0200000000000001e-10
'#TEMP:24@N' '#TEMP:24@H' 1.0200000000000001e-10
'#TEMP:25@N' '#TEMP:25@H' 1.0200000000000001e-10
'#TEMP:26@N' '#TEMP:26@H' 1.0200000000000001e-10
'#TEMP:27@N' '#TEMP:27@H' 1.0200000000000001e-10
'#TEMP:28@N' '#TEMP:28@H' 1.0200000000000001e-10
'#TEMP:29@N' '#TEMP:29@H' 1.0200000000000001e-10
'#TEMP:30@N' '#TEMP:30@H' 1.0200000000000001e-10
'#TEMP:31@N' '#TEMP:31@H' 1.0200000000000001e-10
'#TEMP:32@N' '#TEMP:32@H' 1.0200000000000001e-10
'#TEMP:33@N' '#TEMP:33@H' 1.0200000000000001e-10
'#TEMP:34@N' '#TEMP:34@H' 1.0200000000000001e-10
'#TEMP:35@N' '#TEMP:35@H' 1.0200000000000001e-10
'#TEMP:36@N' '#TEMP:36@H' 1.0200000000000001e-10
'#TEMP:37@N' '#TEMP:37@H' 1.0200000000000001e-10
'#TEMP:38@N' '#TEMP:38@H' 1.0200000000000001e-10
'#TEMP:39@N' '#TEMP:39@H' 1.0200000000000001e-10
'#TEMP:40@N' '#TEMP:40@H' 1.0200000000000001e-10
'#TEMP:41@N' '#TEMP:41@H' 1.0200000000000001e-10
'#TEMP:42@N' '#TEMP:42@H' 1.0200000000000001e-10
'#TEMP:43@N' '#TEMP:43@H' 1.0200000000000001e-10
'#TEMP:45@N' '#TEMP:45@H' 1.0200000000000001e-10
'#TEMP:46@N' '#TEMP:46@H' 1.0200000000000001e-10
'#TEMP:47@N' '#TEMP:47@H' 1.0200000000000001e-10
'#TEMP:48@N' '#TEMP:48@H' 1.0200000000000001e-10
'#TEMP:49@N' '#TEMP:49@H' 1.0200000000000001e-10
'#TEMP:50@N' '#TEMP:50@H' 1.0200000000000001e-10
'#TEMP:51@N' '#TEMP:51@H' 1.0200000000000001e-10
'#TEMP:52@N' '#TEMP:52@H' 1.0200000000000001e-10
'#TEMP:53@N' '#TEMP:53@H' 1.0200000000000001e-10
'#TEMP:54@N' '#TEMP:54@H' 1.0200000000000001e-10
'#TEMP:55@N' '#TEMP:55@H' 1.0200000000000001e-10
'#TEMP:56@N' '#TEMP:56@H' 1.0200000000000001e-10
'#TEMP:57@N' '#TEMP:57@H' 1.0200000000000001e-10
'#TEMP:58@N' '#TEMP:58@H' 1.0200000000000001e-10
'#TEMP:59@N' '#TEMP:59@H' 1.0200000000000001e-10
'#TEMP:60@N' '#TEMP:60@H' 1.0200000000000001e-10
'#TEMP:61@N' '#TEMP:61@H' 1.0200000000000001e-10
'#TEMP:62@N' '#TEMP:62@H' 1.0200000000000001e-10
'#TEMP:63@N' '#TEMP:63@H' 1.0200000000000001e-10
'#TEMP:64@N' '#TEMP:64@H' 1.0200000000000001e-10
'#TEMP:65@N' '#TEMP:65@H' 1.0200000000000001e-10
'#TEMP:66@N' '#TEMP:66@H' 1.0200000000000001e-10
'#TEMP:67@N' '#TEMP:67@H' 1.0200000000000001e-10
'#TEMP:68@N' '#TEMP:68@H' 1.0200000000000001e-10
'#TEMP:69@N' '#TEMP:69@H' 1.0200000000000001e-10
'#TEMP:70@N' '#TEMP:70@H' 1.0200000000000001e-10
'#TEMP:71@N' '#TEMP:71@H' 1.0200000000000001e-10
'#TEMP:72@N' '#TEMP:72@H' 1.0200000000000001e-10
'#TEMP:73@N' '#TEMP:73@H' 1.0200000000000001e-10
'#TEMP:74@N' '#TEMP:74@H' 1.0200000000000001e-10
'#TEMP:75@N' '#TEMP:75@H' 1.0200000000000001e-10
'#TEMP:76@N' '#TEMP:76@H' 1.0200000000000001e-10
'#TEMP:77@N' '#TEMP:77@H' 1.0200000000000001e-10
'#TEMP:78@N' '#TEMP:78@H' 1.0200000000000001e-10
'#TEMP:79@N' '#TEMP:79@H' 1.0200000000000001e-10
'#TEMP:80@N' '#TEMP:80@H' 1.0200000000000001e-10
'#TEMP:81@N' '#TEMP:81@H' 1.0200000000000001e-10
'#TEMP:82@N' '#TEMP:82@H' 1.0200000000000001e-10
'#TEMP:83@N' '#TEMP:83@H' 1.0200000000000001e-10
'#TEMP:84@N' '#TEMP:84@H' 1.0200000000000001e-10
'#TEMP:85@N' '#TEMP:85@H' 1.0200000000000001e-10
'#TEMP:87@N' '#TEMP:87@H' 1.0200000000000001e-10
'#TEMP:88@N' '#TEMP:88@H' 1.0200000000000001e-10
'#TEMP:89@N' '#TEMP:89@H' 1.0200000000000001e-10
'#TEMP:90@N' '#TEMP:90@H' 1.0200000000000001e-10
'#TEMP:91@N' '#TEMP:91@H' 1.0200000000000001e-10
'#TEMP:93@N' '#TEMP:93@H' 1.0200000000000001e-10
'#TEMP:94@N' '#TEMP:94@H' 1.0200000000000001e-10
'#TEMP:95@N' '#TEMP:95@H' 1.0200000000000001e-10
'#TEMP:96@N' '#TEMP:96@H' 1.0200000000000001e-10
'#TEMP:97@N' '#TEMP:97@H' 1.0200000000000001e-10
'#TEMP:98@N' '#TEMP:98@H' 1.0200000000000001e-10
'#TEMP:99@N' '#TEMP:99@H' 1.0200000000000001e-10
'#TEMP:100@N' '#TEMP:100@H' 1.0200000000000001e-10
'#TEMP:101@N' '#TEMP:101@H' 1.0200000000000001e-10
'#TEMP:102@N' '#TEMP:102@H' 1.0200000000000001e-10
'#TEMP:103@N' '#TEMP:103@H' 1.0200000000000001e-10
'#TEMP:104@N' '#TEMP:104@H' 1.0200000000000001e-10
'#TEMP:105@N' '#TEMP:105@H' 1.0200000000000001e-10
'#TEMP:106@N' '#TEMP:106@H' 1.0200000000000001e-10
'#TEMP:107@N' '#TEMP:107@H' 1.0200000000000001e-10
'#TEMP:108@N' '#TEMP:108@H' 1.0200000000000001e-10
'#TEMP:109@N' '#TEMP:109@H' 1.0200000000000001e-10
'#TEMP:110@N' '#TEMP:110@H' 1.0200000000000001e-10
'#TEMP:111@N' '#TEMP:111@H' 1.0200000000000001e-10
'#TEMP:112@N' '#TEMP:112@H' 1.0200000000000001e-10
'#TEMP:113@N' '#TEMP:113@H' 1.0200000000000001e-10
'#TEMP:114@N' '#TEMP:114@H' 1.0200000000000001e-10
'#TEMP:115@N' '#TEMP:115@H' 1.0200000000000001e-10
'#TEMP:116@N' '#TEMP:116@H' 1.0200000000000001e-10
'#TEMP:117@N' '#TEMP:117@H' 1.0200000000000001e-10
'#TEMP:118@N' '#TEMP:118@H' 1.0200000000000001e-10
'#TEMP:119@N' '#TEMP:119@H' 1.0200000000000001e-10
'#TEMP:120@N' '#TEMP:120@H' 1.0200000000000001e-10
'#TEMP:121@N' '#TEMP:121@H' 1.0200000000000001e-10
'#TEMP:122@N' '#TEMP:122@H' 1.0200000000000001e-10
'#TEMP:123@N' '#TEMP:123@H' 1.0200000000000001e-10
'#TEMP:124@N' '#TEMP:124@H' 1.0200000000000001e-10
'#TEMP:125@N' '#TEMP:125@H' 1.0200000000000001e-10
'#TEMP:127@N' '#TEMP:127@H' 1.0200000000000001e-10
'#TEMP:128@N' '#TEMP:128@H' 1.0200000000000001e-10
'#TEMP:129@N' '#TEMP:129@H' 1.0200000000000001e-10
'#TEMP:130@N' '#TEMP:130@H' 1.0200000000000001e-10
'#TEMP:131@N' '#TEMP:131@H' 1.0200000000000001e-10
'#TEMP:132@N' '#TEMP:132@H' 1.0200000000000001e-10
'#TEMP:133@N' '#TEMP:133@H' 1.0200000000000001e-10
'#TEMP:134@N' '#TEMP:134@H' 1.0200000000000001e-10
'#TEMP:136@N' '#TEMP:136@H' 1.0200000000000001e-10
'#TEMP:138@N' '#TEMP:138@H' 1.0200000000000001e-10
'#TEMP:139@N' '#TEMP:139@H' 1.0200000000000001e-10
'#TEMP:140@N' '#TEMP:140@H' 1.0200000000000001e-10
'#TEMP:141@N' '#TEMP:141@H' 1.0200000000000001e-10
'#TEMP:142@N' '#TEMP:142@H' 1.0200000000000001e-10
'#TEMP:143@N' '#TEMP:143@H' 1.0200000000000001e-10
'#TEMP:144@N' '#TEMP:144@H' 1.0200000000000001e-10
'#TEMP:145@N' '#TEMP:145@H' 1.0200000000000001e-10
'#TEMP:146@N' '#TEMP:146@H' 1.0200000000000001e-10
'#TEMP:147@N' '#TEMP:147@H' 1.0200000000000001e-10
'#TEMP:148@N' '#TEMP:148@H' 1.0200000000000001e-10
'#TEMP:149@N' '#TEMP:149@H' 1.0200000000000001e-10
'#TEMP:150@N' '#TEMP:150@H' 1.0200000000000001e-10
'#TEMP:151@N' '#TEMP:151@H' 1.0200000000000001e-10
'#TEMP:152@N' '#TEMP:152@H' 1.0200000000000001e-10
'#TEMP:153@N' '#TEMP:153@H' 1.0200000000000001e-10
'#TEMP:154@N' '#TEMP:154@H' 1.0200000000000001e-10
'#TEMP:155@N' '#TEMP:155@H' 1.0200000000000001e-10
'#TEMP:156@N' '#TEMP:156@H' 1.0200000000000001e-10
'#TEMP:157@N' '#TEMP:157@H' 1.0200000000000001e-10
'#TEMP:158@N' '#TEMP:158@H' 1.0200000000000001e-10
'#TEMP:159@N' '#TEMP:159@H' 1.0200000000000001e-10
'#TEMP:33@NE1' '#TEMP:33@HE1' 1.0200000000000001e-10
'#TEMP:48@NE1' '#TEMP:48@HE1' 1.0200000000000001e-10
'#TEMP:49@NE1' '#TEMP:49@HE1' 1.0200000000000001e-10
'#TEMP:59@NE1' '#TEMP:59@HE1' 1.0200000000000001e-10
'#TEMP:98@NE1' '#TEMP:98@HE1' 1.0200000000000001e-10
relax> interatom.unit_vectors(ave=True)
Averaging all vectors.
Calculated 1 N-H unit vector between the spins '#TEMP:3@N' and '#TEMP:3@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:4@N' and '#TEMP:4@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:5@N' and '#TEMP:5@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:6@N' and '#TEMP:6@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:7@N' and '#TEMP:7@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:8@N' and '#TEMP:8@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:9@N' and '#TEMP:9@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:10@N' and '#TEMP:10@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:11@N' and '#TEMP:11@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:13@N' and '#TEMP:13@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:14@N' and '#TEMP:14@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:15@N' and '#TEMP:15@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:16@N' and '#TEMP:16@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:17@N' and '#TEMP:17@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:18@N' and '#TEMP:18@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:19@N' and '#TEMP:19@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:20@N' and '#TEMP:20@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:21@N' and '#TEMP:21@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:22@N' and '#TEMP:22@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:23@N' and '#TEMP:23@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:24@N' and '#TEMP:24@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:25@N' and '#TEMP:25@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:26@N' and '#TEMP:26@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:27@N' and '#TEMP:27@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:28@N' and '#TEMP:28@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:29@N' and '#TEMP:29@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:30@N' and '#TEMP:30@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:31@N' and '#TEMP:31@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:32@N' and '#TEMP:32@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:33@N' and '#TEMP:33@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:34@N' and '#TEMP:34@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:35@N' and '#TEMP:35@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:36@N' and '#TEMP:36@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:37@N' and '#TEMP:37@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:38@N' and '#TEMP:38@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:39@N' and '#TEMP:39@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:40@N' and '#TEMP:40@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:41@N' and '#TEMP:41@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:42@N' and '#TEMP:42@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:43@N' and '#TEMP:43@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:45@N' and '#TEMP:45@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:46@N' and '#TEMP:46@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:47@N' and '#TEMP:47@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:48@N' and '#TEMP:48@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:49@N' and '#TEMP:49@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:50@N' and '#TEMP:50@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:51@N' and '#TEMP:51@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:52@N' and '#TEMP:52@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:53@N' and '#TEMP:53@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:54@N' and '#TEMP:54@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:55@N' and '#TEMP:55@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:56@N' and '#TEMP:56@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:57@N' and '#TEMP:57@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:58@N' and '#TEMP:58@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:59@N' and '#TEMP:59@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:60@N' and '#TEMP:60@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:61@N' and '#TEMP:61@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:62@N' and '#TEMP:62@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:63@N' and '#TEMP:63@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:64@N' and '#TEMP:64@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:65@N' and '#TEMP:65@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:66@N' and '#TEMP:66@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:67@N' and '#TEMP:67@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:68@N' and '#TEMP:68@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:69@N' and '#TEMP:69@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:70@N' and '#TEMP:70@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:71@N' and '#TEMP:71@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:72@N' and '#TEMP:72@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:73@N' and '#TEMP:73@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:74@N' and '#TEMP:74@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:75@N' and '#TEMP:75@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:76@N' and '#TEMP:76@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:77@N' and '#TEMP:77@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:78@N' and '#TEMP:78@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:79@N' and '#TEMP:79@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:80@N' and '#TEMP:80@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:81@N' and '#TEMP:81@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:82@N' and '#TEMP:82@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:83@N' and '#TEMP:83@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:84@N' and '#TEMP:84@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:85@N' and '#TEMP:85@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:87@N' and '#TEMP:87@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:88@N' and '#TEMP:88@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:89@N' and '#TEMP:89@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:90@N' and '#TEMP:90@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:91@N' and '#TEMP:91@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:93@N' and '#TEMP:93@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:94@N' and '#TEMP:94@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:95@N' and '#TEMP:95@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:96@N' and '#TEMP:96@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:97@N' and '#TEMP:97@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:98@N' and '#TEMP:98@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:99@N' and '#TEMP:99@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:100@N' and '#TEMP:100@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:101@N' and '#TEMP:101@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:102@N' and '#TEMP:102@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:103@N' and '#TEMP:103@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:104@N' and '#TEMP:104@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:105@N' and '#TEMP:105@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:106@N' and '#TEMP:106@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:107@N' and '#TEMP:107@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:108@N' and '#TEMP:108@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:109@N' and '#TEMP:109@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:110@N' and '#TEMP:110@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:111@N' and '#TEMP:111@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:112@N' and '#TEMP:112@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:113@N' and '#TEMP:113@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:114@N' and '#TEMP:114@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:115@N' and '#TEMP:115@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:116@N' and '#TEMP:116@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:117@N' and '#TEMP:117@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:118@N' and '#TEMP:118@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:119@N' and '#TEMP:119@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:120@N' and '#TEMP:120@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:121@N' and '#TEMP:121@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:122@N' and '#TEMP:122@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:123@N' and '#TEMP:123@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:124@N' and '#TEMP:124@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:125@N' and '#TEMP:125@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:127@N' and '#TEMP:127@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:128@N' and '#TEMP:128@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:129@N' and '#TEMP:129@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:130@N' and '#TEMP:130@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:131@N' and '#TEMP:131@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:132@N' and '#TEMP:132@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:133@N' and '#TEMP:133@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:134@N' and '#TEMP:134@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:136@N' and '#TEMP:136@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:138@N' and '#TEMP:138@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:139@N' and '#TEMP:139@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:140@N' and '#TEMP:140@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:141@N' and '#TEMP:141@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:142@N' and '#TEMP:142@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:143@N' and '#TEMP:143@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:144@N' and '#TEMP:144@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:145@N' and '#TEMP:145@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:146@N' and '#TEMP:146@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:147@N' and '#TEMP:147@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:148@N' and '#TEMP:148@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:149@N' and '#TEMP:149@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:150@N' and '#TEMP:150@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:151@N' and '#TEMP:151@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:152@N' and '#TEMP:152@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:153@N' and '#TEMP:153@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:154@N' and '#TEMP:154@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:155@N' and '#TEMP:155@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:156@N' and '#TEMP:156@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:157@N' and '#TEMP:157@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:158@N' and '#TEMP:158@H'.
Calculated 1 N-H unit vector between the spins '#TEMP:159@N' and '#TEMP:159@H'.
Calculated 1 NE1-HE1 unit vector between the spins '#TEMP:33@NE1' and '#TEMP:33@HE1'.
Calculated 1 NE1-HE1 unit vector between the spins '#TEMP:48@NE1' and '#TEMP:48@HE1'.
Calculated 1 NE1-HE1 unit vector between the spins '#TEMP:49@NE1' and '#TEMP:49@HE1'.
Calculated 1 NE1-HE1 unit vector between the spins '#TEMP:59@NE1' and '#TEMP:59@HE1'.
Calculated 1 NE1-HE1 unit vector between the spins '#TEMP:98@NE1' and '#TEMP:98@HE1'.
relax> value.set(val=-0.00017199999999999998, param='csa', index=0, spin_id='@N*', error=False, force=True)
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Inspect data in GUI
The GUI can be a good place to inspect the setup and files.
Copy 02_read_data.py to 03_save_state_inspect_GUI.py and add:
# Analysis variables.
#####################
# The model-free models. Do not change these unless absolutely necessary, the protocol is likely to fail if these are changed.
MF_MODELS = ['m0', 'm1', 'm2', 'm3', 'm4', 'm5', 'm6', 'm7', 'm8', 'm9']
#MF_MODELS = ['m1', 'm2']
LOCAL_TM_MODELS = ['tm0', 'tm1', 'tm2', 'tm3', 'tm4', 'tm5', 'tm6', 'tm7', 'tm8', 'tm9']
# The grid search size (the number of increments per dimension).
GRID_INC = 11
# The optimisation technique. Standard is: min_algor='newton' : and cannot be changed in the GUI.
MIN_ALGOR = 'newton'
# The number of Monte Carlo simulations to be used for error analysis at the end of the analysis.
#MC_NUM = 500
MC_NUM = 20
# The diffusion model. Standard is 'Fully automated', which means: DIFF_MODEL=['local_tm', 'sphere', 'prolate', 'oblate', 'ellipsoid', 'final']
# 'local_tm', 'sphere', ''prolate', 'oblate', 'ellipsoid', or 'final'
#DIFF_MODEL = 'local_tm'
DIFF_MODEL = ['local_tm', 'sphere', 'prolate', 'oblate', 'ellipsoid', 'final']
# The maximum number of iterations for the global iteration. Set to None, then the algorithm iterates until convergence.
MAX_ITER = None
# Automatic looping over all rounds until convergence (must be a boolean value of True or False). Standard is: conv_loop=True : and cannot be changed in the GUI.
CONV_LOOP = True
# Change some minimise opt params.
# This goes into: minimise.execute(self.min_algor, func_tol=self.opt_func_tol, max_iter=self.opt_max_iterations)
#####################
#dAuvergne_protocol.opt_func_tol = 1e-5 # Standard: opt_func_tol = 1e-25
#dAuvergne_protocol.opt_max_iterations = 1000 # Standard: opt_max_iterations = int(1e7)
dAuvergne_protocol.opt_func_tol = 1e-10 # Standard: opt_func_tol = 1e-25
dAuvergne_protocol.opt_max_iterations = int(1e5) # Standard: opt_max_iterations = int(1e7)
#####################################
# The results dir.
var = 'result_03'
results_dir = os.getcwd() + os.sep + var
# Save the state before running. Open and check in GUI!
state.save(state=var+'_ini.bz2', dir=results_dir, force=True)
# To check in GUI
# relax -g
# File -> Open relax state
# In folder "result_03" open "result_03_ini.bz2"
# View -> Data pipe editor
# Right click on pipe, and select "Associate with a new auto-analysis"
Run with
relax 03_save_state_inspect_GUI.py -t 03_save_state_inspect_GUI.log
To check in GUI
- relax -g
- File -> Open relax state
- In folder "result_03" open "result_03_ini.bz2"
- View -> Data pipe editor
- Right click on pipe, and select "Associate with a new auto-analysis"
Try fast run
Now we try a fast run, to see if everything is setup
Copy 03_save_state_inspect_GUI.py to 04_run_default_with_tolerance_lim.py and modify last lines:
# The results dir.
var = 'result_04'
results_dir = os.getcwd() + os.sep + var
# Save the state before running. Open and check in GUI!
state.save(state=var+'_ini.bz2', dir=results_dir, force=True)
# To check in GUI
# relax -g
# File -> Open relax state
# In folder "result_03" open "result_03_ini.bz2"
# View -> Data pipe editor
# Right click on pipe, and select "Associate with a new auto-analysis"
dAuvergne_protocol(pipe_name=name, pipe_bundle=bundle_name, results_dir=results_dir, diff_model=DIFF_MODEL, mf_models=MF_MODELS, local_tm_models=LOCAL_TM_MODELS, grid_inc=GRID_INC, min_algor=MIN_ALGOR, mc_sim_num=MC_NUM, max_iter=MAX_ITER, conv_loop=CONV_LOOP)
Before running, is worth to note, which values are NOT set to default values in the GUI.
- dAuvergne_protocol.opt_func_tol = 1e-10 # Standard: opt_func_tol = 1e-25
- dAuvergne_protocol.opt_max_iterations = int(1e5) # Standard: opt_max_iterations = int(1e7)
These 2 values is used in the minfx python package, and is an instruction to the minimiser function, to continue changing parameter values, UNTIL either the difference in chi2 values between "2 steps" is less than 1e-10, OR if the number all steps is larger than 10^5. It's an instruction not to be tooooo pedantic, here in the exploration phase. When finalising for publication, these values should be set to their standard value.
- MC_NUM = 20
Number of Monte-Carlo simulations. The protocol will find optimum parameter values in this protocol, but error estimation will not be very reliable. Standard is 500.
Run with
relax 04_run_default_with_tolerance_lim.py -t 04_run_default_with_tolerance_lim.log
To run on Haddock
Have a look here, how to get standalone python Anaconda linux. Also have a look here OpenMPI.
# SSH in
ssh haddock
# Load mpi modules
module load mpi/openmpi-x86_64
# Test with shell
mpirun -np 6 echo "hello world"
# Test with python
mpirun -np 6 python -m mpi4py helloworld