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Merge branch 'main' of github.com:mosdef-hub/gmso into rigid-bodies
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chrisjonesBSU committed Oct 16, 2024
2 parents 8da6fe5 + 602039b commit e9de935
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Showing 6 changed files with 151 additions and 73 deletions.
6 changes: 0 additions & 6 deletions gmso/abc/abstract_potential.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,5 @@
"""Abstract representation of a Potential object."""

from abc import abstractmethod
from typing import Any, Dict, Iterator, List

import unyt as u
Expand Down Expand Up @@ -160,11 +159,6 @@ def validate_potential_expression(cls, v):
v = PotentialExpression(**v)
return v

@abstractmethod
def set_expression(self):
"""Set the functional form of the expression."""
raise NotImplementedError

def __setattr__(self, key: Any, value: Any) -> None:
"""Set attributes of the potential."""
if key == "expression":
Expand Down
7 changes: 5 additions & 2 deletions gmso/lib/potential_templates.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
"""Module supporting template potential objects."""

import json
from copy import deepcopy
from pathlib import Path
from typing import Dict

Expand Down Expand Up @@ -113,9 +114,11 @@ def expected_parameters_dimensions(self):
"""Return the expected dimensions of the parameters for this template."""
return self.__dict__.get("expected_parameters_dimensions_")

def set_expression(self, *args, **kwargs):
def set_expression(self, new_expression):
"""Set the expression of the PotentialTemplate."""
raise NotImplementedError
copied_template = deepcopy(self)
copied_template.expression = new_expression
return copied_template

def assert_can_parameterize_with(
self, parameters: Dict[str, u.unyt_quantity]
Expand Down
25 changes: 22 additions & 3 deletions gmso/tests/test_conversions.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,9 @@
import pytest
import sympy
import unyt as u
from sympy import sympify

from gmso.exceptions import EngineIncompatibilityError
from gmso.tests.base_test import BaseTest
from gmso.utils.conversions import (
convert_kelvin_to_energy_units,
Expand All @@ -17,10 +19,21 @@ def _convert_potential_types(top, connStr, expected_units_dim, base_units):
return potentials


class TestKelvinToEnergy(BaseTest):
def test_convert_potential_styles(self, typed_ethane):
from sympy import sympify
class TestConversions(BaseTest):
def test_rescale_potentials(self, typed_ethane):
from gmso.lib.potential_templates import PotentialTemplateLibrary

library = PotentialTemplateLibrary()
template = library["LennardJonesPotential"]
template = template.set_expression(
template.expression / 4
) # use setter to not set in place
atype = list(typed_ethane.atom_types)[0]
assert atype.expression == sympify("4*epsilon*((sigma/r)**12 - (sigma/r)**6)")
typed_ethane.convert_potential_styles({"sites": template})
assert atype.expression == sympify("epsilon*((sigma/r)**12 - (sigma/r)**6)")

def test_convert_potential_styles(self, typed_ethane):
rb_expr = sympify(
"c0 * cos(phi)**0 + c1 * cos(phi)**1 + c2 * cos(phi)**2 + c3 * cos(phi)**3 + c4 * cos(phi)**4 + c5 * cos(phi)**5"
)
Expand Down Expand Up @@ -227,3 +240,9 @@ def test_lammps_conversion_parameters_lj(self):
n_decimals=6,
)
assert np.isclose(float(paramStr), 1 / 3**4, atol=1e-6)

def test_failed_conversion_method(self, typed_ethane):
with pytest.raises(
EngineIncompatibilityError,
):
typed_ethane.convert_potential_styles({"bond": 2})
2 changes: 1 addition & 1 deletion gmso/tests/test_hoomd.py
Original file line number Diff line number Diff line change
Expand Up @@ -336,7 +336,7 @@ def test_zero_charges(self):
@pytest.mark.skipif(not has_hoomd, reason="hoomd is not installed")
@pytest.mark.skipif(not has_mbuild, reason="mbuild not installed")
@pytest.mark.skipif(
int(hoomd_version[0]) <= 3.8, reason="Deprecated features in HOOMD 4"
int(hoomd_version[0]) < 4.5, reason="No periodic impropers in hoomd < 4.5"
)
def test_gaff_sim(self, gaff_forcefield):
base_units = {
Expand Down
6 changes: 4 additions & 2 deletions gmso/tests/test_template.py
Original file line number Diff line number Diff line change
Expand Up @@ -34,8 +34,10 @@ def test_template_set_expression(self):
independent_variables={"x"},
expected_parameters_dimensions={"a": "length", "b": "length"},
)
with pytest.raises(NotImplementedError):
template.set_expression(expression="a*y+b")
with pytest.raises(ValueError):
template.set_expression(new_expression="a*y+b")
template2 = template.set_expression(new_expression="3*a*x+b")
assert template2.expression != template.expression

def test_parameterization_non_dict_expected_dimensions(self):
template = PotentialTemplate(
Expand Down
178 changes: 119 additions & 59 deletions gmso/utils/conversions.py
Original file line number Diff line number Diff line change
@@ -1,5 +1,7 @@
"""Module for standard conversions needed in molecular simulations."""

from __future__ import annotations

import re
from functools import lru_cache

Expand All @@ -10,20 +12,20 @@
from unyt.dimensions import length, mass, time

import gmso
from gmso.exceptions import GMSOError
from gmso.lib.potential_templates import PotentialTemplateLibrary
from gmso.exceptions import EngineIncompatibilityError, GMSOError
from gmso.lib.potential_templates import (
PotentialTemplate,
PotentialTemplateLibrary,
)

templates = PotentialTemplateLibrary()


@lru_cache(maxsize=128)
def _constant_multiplier(pot1, pot2):
# TODO: Doc string
# TODO: Test outputs
# TODO: Check speed
"""Attempt to convert from pot1 to pot2 using a scalar."""
try:
constant = symengine.expand(pot1.expression / pot2.expression)
# constant = sympy.simplify(pot1.expression / pot2.expression)
if constant.is_number:
for eq_term in pot1.expression.args:
if eq_term.is_symbol:
Expand All @@ -40,9 +42,7 @@ def _constant_multiplier(pot1, pot2):

@lru_cache(maxsize=128)
def _try_sympy_conversions(pot1, pot2):
# TODO: Doc string
# TODO: Test outputs
# TODO: Check speed
"""Attempt to convert from pot1 to pot2 using any generalized conversion function."""
convertersList = []
for conversion in sympy_conversionsList:
convertersList.append(conversion(pot1, pot2))
Expand All @@ -52,23 +52,12 @@ def _try_sympy_conversions(pot1, pot2):
return None


def convert_topology_expressions(top, expressionMap={}):
"""Convert from one parameter form to another.
Parameters
----------
expressionMap : dict, default={}
map with keys of the potential type and the potential to change to
Examples
--------
Convert from RB torsions to OPLS torsions
top.convert_expressions({"dihedrals": "OPLSTorsionPotential"})
"""
# TODO: Raise errors

# Apply from predefined conversions or easy sympy conversions
conversions_map = {
def _conversion_from_template_name(
top, connStr: str, conn_typeStr: str, convStr: str
) -> "gmso.Topology":
"""Use the name of convStr to identify function to convert sympy expressions."""
conversions_map = { # these are predefined between template types
# More functions, and `(to, from)` key pairs added to this dictionary
(
"OPLSTorsionPotential",
"RyckaertBellemansTorsionPotential",
Expand All @@ -83,40 +72,112 @@ def convert_topology_expressions(top, expressionMap={}):
): convert_ryckaert_to_opls,
} # map of all accessible conversions currently supported

for conv in expressionMap:
# check all connections with these types for compatibility
for conn in getattr(top, conv):
current_expression = getattr(conn, conv[:-1] + "_type")
if (
current_expression.name == expressionMap[conv]
): # check to see if we can skip this one
# TODO: Do something instead of just comparing the names
continue

# convert it using pre-defined conversion functions
conversion_from_conversion_toTuple = (
current_expression.name,
expressionMap[conv],
)
if (
conversion_from_conversion_toTuple in conversions_map
): # Try mapped conversions
new_conn_type = conversions_map.get(conversion_from_conversion_toTuple)(
current_expression
)
setattr(conn, conv[:-1] + "_type", new_conn_type)
continue

# convert it using sympy expression conversion
new_potential = templates[expressionMap[conv]]
modified_connection_parametersDict = _try_sympy_conversions(
current_expression, new_potential
# check all connections with these types for compatibility
for conn in getattr(top, connStr):
current_expression = getattr(conn, conn_typeStr[:-1]) # strip off extra s
# convert it using pre-defined names with conversion functions
conversion_from_conversion_toTuple = (current_expression.name, convStr)
if (
conversion_from_conversion_toTuple in conversions_map
): # Try mapped conversions
new_conn_type = conversions_map.get(conversion_from_conversion_toTuple)(
current_expression
)
if modified_connection_parametersDict: # try sympy conversions
current_expression.name = new_potential.name
current_expression.expression = new_potential.expression
current_expression.parameters.update(modified_connection_parametersDict)
setattr(conn, conn_typeStr[:-1], new_conn_type)
continue

# convert it using sympy expression conversion (handles constant multipliers)
new_potential = templates[convStr]
modified_connection_parametersDict = _try_sympy_conversions(
current_expression, new_potential
)
if modified_connection_parametersDict: # try sympy conversions
current_expression.name = new_potential.name
current_expression.expression = new_potential.expression
current_expression.parameters.update(modified_connection_parametersDict)


def _conversion_from_template_obj(
top: "gmso.Topology",
connStr: str,
conn_typeStr: str,
potential_template: gmso.core.ParametricPotential,
):
"""Use a passed template object to identify conversion between expressions."""
for conn in getattr(top, connStr):
current_expression = getattr(conn, conn_typeStr[:-1]) # strip off extra s

# convert it using sympy expression conversion (handles constant multipliers)
modified_connection_parametersDict = _try_sympy_conversions(
current_expression, potential_template
)
if modified_connection_parametersDict: # try sympy conversions
current_expression.name = potential_template.name
current_expression.expression = potential_template.expression
current_expression.parameters.update(modified_connection_parametersDict)


def convert_topology_expressions(top, expressionMap={}):
"""Convert from one parameter form to another.
Parameters
----------
expressionMap : dict, default={}
map with keys of the potential type and the potential to change to.
Note that all of the possible template can be found in `gmso/lib/jsons`.
Use the string for the json property `name`, or load the template and pass
that as the value for conversion.
Examples
--------
Convert from RB torsions to OPLS torsions
top.convert_expressions({"dihedrals": "OPLSTorsionPotential"})
Convert from LJ sites to 1*epsilon LJ sites
```
template = gmso.lib.potential_templates.PotentialTemplatesLibrary()["LennardJonesPotential"]
template = template.set_expression(template.expression / 4) # modify equation
top.convert_expressions({"sites":template})
# or
top = gmso.utils.conversion.convert_topology_expression(top, {"sites":template})
```
"""
# Apply from predefined conversions or easy sympy conversions
# handler for various keys passed to expressionMap for conversion
for connStr, conv in expressionMap.items():
possible_connections = ["bond", "angle", "dihedral", "improper"]
if connStr.lower() in [
"sites",
"site",
"atom",
"atoms",
"atom_types",
"atom_type",
"atomtype",
"atomtypes",
]:
# handle renaming type names in relationship to the site or connection
conn_typeStr = "atom_types"
connStr = "sites"
for possible_connection in possible_connections:
if possible_connection in connStr.lower():
connStr = possible_connection + "s"
conn_typeStr = possible_connection + "_types"
break

if isinstance(conv, str):
_conversion_from_template_name(top, connStr, conn_typeStr, conv)
elif isinstance(conv, PotentialTemplate):
_conversion_from_template_obj(top, connStr, conn_typeStr, conv)
else:
connType = list(getattr(top, conn_typeStr))[0]
errormsg = f"""
Failed to convert {top} for {connStr} components, with conversion
of {connType.name}: Attempted to convert {connType} with style {conv}, which is a {type(conv)}.
Please use a template conversion from gmso.lib.potential_templates by passing the name: i.e.
HarmonicBondPotential, or by loading a template from gmso.lib.potential_template PotentialTemplateLibrary().
"""
raise EngineIncompatibilityError(errormsg)
return top


Expand All @@ -132,7 +193,6 @@ def convert_opls_to_ryckaert(opls_connection_type):
for OPLS and RB torsions. OPLS torsions are defined with
phi_cis = 0 while RB torsions are defined as phi_trans = 0.
"""
# TODO: this function really converts the fourier torsion to rb, not opls
opls_torsion_potential = templates["FourierTorsionPotential"]
valid_connection_type = False
if (
Expand Down

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