AMSCalculator: Access results files & Charged systems¶
Note: This example requires AMS2023 or later.
Example illustrating how to use the ASE Calculator for AMS for charged systems.
To follow along, either
Download
ChargedAMSCalculator.py
(run as$AMSBIN/amspython ChargedAMSCalculator.py
).Download
ChargedAMSCalculator.ipynb
(see also: how to install Jupyterlab in AMS)
Worked Example¶
Initial imports¶
from scm.plams import *
from scm.plams.interfaces.adfsuite.ase_calculator import AMSCalculator
from ase import Atoms
from ase.visualize.plot import plot_atoms
Example 1: Total system charge¶
Create the charged molecule (ion)¶
Create a charged ion using using ase.Atoms
and setting the info
dictionairy.
atoms = Atoms("OH", positions=[[1.0, 0.0, 0.0], [0.0, 0.0, 0.0]])
# define a total charge
atoms.info["charge"] = -1
plot_atoms(atoms);
Set the AMS settings¶
First, set the AMS settings as you normally would do in PLAMS:
settings = Settings()
settings.input.ADF # Use ADF with the default settings
settings.input.ams.Task = "SinglePoint"
Run AMS through the ASE Calculator¶
Below, the amsworker=False
(default) will cause AMS to run in
standalone mode. This means that all input and output files will be
stored on disk.
atoms.calc = AMSCalculator(settings=settings, name="total_charge", amsworker=False)
energy = atoms.get_potential_energy() # calculate the energy of a charged ion
print(f"Energy: {energy:.3f} eV") # ASE uses eV as energy unit
[18.04|09:39:55] JOB total_charge1 STARTED
[18.04|09:39:55] JOB total_charge1 RUNNING
[18.04|09:39:57] JOB total_charge1 FINISHED
[18.04|09:39:57] JOB total_charge1 SUCCESSFUL
Energy: -8.325 eV
Access the input file¶
atoms.calc.amsresults
contains the corresponding PLAMS AMSResults
object.
atoms.calc.amsresults.job
contains the corresponding PLAMS AMSJob
object. This object has, for example, the get_input()
method to
access the input to AMS.
Note: These are actually properties of the Calculator, not the
Atoms! So if you run more calculations with the same calculator you will
overwrite the AMSResults in atoms.calc.amsresults
!
AMS used the following input:
print(atoms.calc.amsresults.job.get_input())
Task SinglePoint
system
Atoms
O 1.0000000000 0.0000000000 0.0000000000
H 0.0000000000 0.0000000000 0.0000000000
End
Charge -1.0
End
Engine ADF
EndEngine
Access the binary .rkf results files and use PLAMS AMSResults methods¶
Access the paths to the binary results files:
ams_rkf = atoms.calc.amsresults.rkfpath(file="ams")
print(ams_rkf)
/path/plams/doc/source/examples/AMSCalculator/plams_workdir/total_charge1/ams.rkf
If you prefer, you can use the PLAMS methods to access results like the energy:
energy2 = atoms.calc.amsresults.get_energy(unit="eV")
print(f"Energy: {energy2:.3f} eV")
Energy: -8.325 eV
Example 2: Define atomic charges¶
Construct a charged ion with atomic charges¶
atoms = Atoms("OH", positions=[[1.0, 0.0, 0.0], [0.0, 0.0, 0.0]], charges=[-1, 0])
plot_atoms(atoms);
Run AMS¶
calc = AMSCalculator(settings=settings, name="atomic_charges")
atoms.calc = calc
atoms.get_potential_energy() # calculate the energy of a charged ion
[18.04|09:39:58] JOB atomic_charges1 STARTED
[18.04|09:39:58] Job atomic_charges1 previously run as total_charge1, using old results
[18.04|09:39:58] JOB atomic_charges1 COPIED
-8.325219526830319
AMS only considers the total charge of the system and not the individual atomic charges. PLAMS thus reuses the results of the previous calculation since the calculation is for the same chemical system. Both input options are allowed. If both input options are used, the total charge is the sum of both.
print(calc.amsresults.job.get_input())
Task SinglePoint
system
Atoms
O 1.0000000000 0.0000000000 0.0000000000
H 0.0000000000 0.0000000000 0.0000000000
End
Charge -1.0
End
Engine ADF
EndEngine
Example 3: Set the charge in the AMS System block¶
Set the charge in the AMS System block¶
A charge can be set for the calculator in the settings object.
atoms = Atoms("OH", positions=[[1.0, 0.0, 0.0], [0.0, 0.0, 0.0]])
settings = Settings()
settings.input.ADF # Use ADF with the default settings
settings.input.ams.Task = "SinglePoint"
settings.input.ams.System.Charge = -1
calc = AMSCalculator(settings=settings, name="default_charge")
atoms.calc = calc
atoms.get_potential_energy() # calculate the energy of a charged ion
print(calc.amsresults.job.get_input())
[18.04|09:39:58] JOB default_charge1 STARTED
[18.04|09:39:58] JOB default_charge1 RUNNING
[18.04|09:40:00] JOB default_charge1 FINISHED
[18.04|09:40:00] JOB default_charge1 SUCCESSFUL
System
Atoms
O 1.0000000000 0.0000000000 0.0000000000
H 0.0000000000 0.0000000000 0.0000000000
End
Charge -1
End
Task SinglePoint
Engine ADF
EndEngine
In this case, the charge of the Atoms
object is no longer used.
atoms = Atoms(
"OH",
positions=[[1.0, 0.0, 0.0], [0.0, 0.0, 0.0]],
)
atoms.info["charge"] = 100
settings = Settings()
settings.input.ADF # Use ADF with the default settings
settings.input.ams.Task = "SinglePoint"
settings.input.ams.System.Charge = -1
calc = AMSCalculator(settings=settings, name="default_charge_overridden")
atoms.calc = calc
atoms.get_potential_energy() # calculate the energy of a charged ion
print(calc.amsresults.job.get_input())
[18.04|09:40:00] JOB default_charge_overridden1 STARTED
[18.04|09:40:00] Job default_charge_overridden1 previously run as default_charge1, using old results
[18.04|09:40:00] JOB default_charge_overridden1 COPIED
System
Atoms
O 1.0000000000 0.0000000000 0.0000000000
H 0.0000000000 0.0000000000 0.0000000000
End
Charge -1
End
Task SinglePoint
Engine ADF
EndEngine
Complete Python code¶
#!/usr/bin/env amspython
# coding: utf-8
# ## Initial imports
from scm.plams import *
from scm.plams.interfaces.adfsuite.ase_calculator import AMSCalculator
from ase import Atoms
from ase.visualize.plot import plot_atoms
# ## Example 1: Total system charge
#
# ### Create the charged molecule (ion)
# Create a charged ion using using `ase.Atoms` and setting the `info` dictionairy.
atoms = Atoms("OH", positions=[[1.0, 0.0, 0.0], [0.0, 0.0, 0.0]])
# define a total charge
atoms.info["charge"] = -1
plot_atoms(atoms)
# ### Set the AMS settings
#
# First, set the AMS settings as you normally would do in PLAMS:
settings = Settings()
settings.input.ADF # Use ADF with the default settings
settings.input.ams.Task = "SinglePoint"
# ### Run AMS through the ASE Calculator
#
# Below, the ``amsworker=False`` (default) will cause AMS to run in standalone mode. This means that all input and output files will be stored on disk.
atoms.calc = AMSCalculator(settings=settings, name="total_charge", amsworker=False)
energy = atoms.get_potential_energy() # calculate the energy of a charged ion
print(f"Energy: {energy:.3f} eV") # ASE uses eV as energy unit
# ### Access the input file
#
# ``atoms.calc.amsresults`` contains the corresponding PLAMS AMSResults object.
#
# ``atoms.calc.amsresults.job`` contains the corresponding PLAMS AMSJob object. This object has, for example, the ``get_input()`` method to access the input to AMS.
#
# **Note**: These are actually properties of the Calculator, not the Atoms! So if you run more calculations with the same calculator you will **overwrite** the AMSResults in ``atoms.calc.amsresults``!
#
# AMS used the following input:
print(atoms.calc.amsresults.job.get_input())
# ### Access the binary .rkf results files and use PLAMS AMSResults methods
#
# Access the paths to the binary results files:
ams_rkf = atoms.calc.amsresults.rkfpath(file="ams")
print(ams_rkf)
# If you prefer, you can use the PLAMS methods to access results like the energy:
energy2 = atoms.calc.amsresults.get_energy(unit="eV")
print(f"Energy: {energy2:.3f} eV")
# ## Example 2: Define atomic charges
#
# ### Construct a charged ion with atomic charges
atoms = Atoms("OH", positions=[[1.0, 0.0, 0.0], [0.0, 0.0, 0.0]], charges=[-1, 0])
plot_atoms(atoms)
# ### Run AMS
calc = AMSCalculator(settings=settings, name="atomic_charges")
atoms.calc = calc
atoms.get_potential_energy() # calculate the energy of a charged ion
# AMS only considers the total charge of the system and not the individual atomic charges. PLAMS thus reuses the results of the previous calculation since the calculation is for the same chemical system. Both input options are allowed. If both input options are used, the total charge is the sum of both.
print(calc.amsresults.job.get_input())
# ## Example 3: Set the charge in the AMS System block
#
# ### Set the charge in the AMS System block
# A charge can be set for the calculator in the settings object.
atoms = Atoms("OH", positions=[[1.0, 0.0, 0.0], [0.0, 0.0, 0.0]])
settings = Settings()
settings.input.ADF # Use ADF with the default settings
settings.input.ams.Task = "SinglePoint"
settings.input.ams.System.Charge = -1
calc = AMSCalculator(settings=settings, name="default_charge")
atoms.calc = calc
atoms.get_potential_energy() # calculate the energy of a charged ion
print(calc.amsresults.job.get_input())
# In this case, the charge of the `Atoms` object is no longer used.
atoms = Atoms(
"OH",
positions=[[1.0, 0.0, 0.0], [0.0, 0.0, 0.0]],
)
atoms.info["charge"] = 100
settings = Settings()
settings.input.ADF # Use ADF with the default settings
settings.input.ams.Task = "SinglePoint"
settings.input.ams.System.Charge = -1
calc = AMSCalculator(settings=settings, name="default_charge_overridden")
atoms.calc = calc
atoms.get_potential_energy() # calculate the energy of a charged ion
print(calc.amsresults.job.get_input())