diff --git a/emmet-builders/emmet/builders/openmm/__init__.py b/emmet-builders/emmet/builders/openmm/__init__.py
new file mode 100644
index 0000000000..672f1daa6e
--- /dev/null
+++ b/emmet-builders/emmet/builders/openmm/__init__.py
@@ -0,0 +1 @@
+from emmet.builders.openmm.core import ElectrolyteBuilder
diff --git a/emmet-builders/emmet/builders/openmm/core.py b/emmet-builders/emmet/builders/openmm/core.py
new file mode 100644
index 0000000000..84893a735c
--- /dev/null
+++ b/emmet-builders/emmet/builders/openmm/core.py
@@ -0,0 +1,362 @@
+from typing import Optional, List, Union
+from pathlib import Path
+
+import numpy as np
+
+from maggma.core import Builder, Store
+from maggma.stores import MemoryStore
+from emmet.builders.openmm.utils import (
+ create_solute,
+ identify_solute,
+ identify_networking_solvents,
+)
+from emmet.core.openff.solvation import SolvationDoc
+from emmet.core.openff.benchmarking import SolventBenchmarkingDoc
+from emmet.core.openmm import OpenMMTaskDocument
+from emmet.core.openmm.calculations import CalculationsDoc
+from emmet.core.utils import jsanitize
+
+from emmet.builders.openmm.openmm_utils import (
+ insert_blobs,
+ instantiate_universe,
+ resolve_traj_path,
+ task_doc_to_universe,
+)
+
+
+class ElectrolyteBuilder(Builder):
+ """
+ Builder to create solvation and calculations documents from OpenMM task documents.
+
+ This class processes molecular dynamics (MD) simulations and generates
+ comprehensive reports including solvation properties and calculation results.
+ It leverages the OpenFF toolkit and MDAnalysis for molecular topology and trajectory
+ handling, respectively.
+ """
+
+ def __init__(
+ self,
+ md_docs: Store,
+ blobs: Store,
+ solute: Optional[Store] = None,
+ calculations: Optional[Store] = None,
+ query: Optional[dict] = None,
+ solute_analysis_classes: Union[List[str], str] = "all",
+ solvation_fallback_radius: float = 3,
+ chunk_size: int = 10,
+ ):
+ self.md_docs = md_docs
+ self.blobs = blobs
+ self.solute = solute or MemoryStore()
+ self.calculations = calculations or MemoryStore()
+ self.query = query or {}
+ self.solute_analysis_classes = solute_analysis_classes
+ self.solvation_fallback_radius = solvation_fallback_radius
+
+ self.md_docs.key = "uuid"
+ self.blobs.key = "blob_uuid"
+ if self.solute:
+ self.solute.key = "job_uuid"
+ if self.calculations:
+ self.calculations.key = "job_uuid"
+
+ super().__init__(
+ sources=[md_docs, blobs],
+ targets=[self.solute, self.calculations],
+ chunk_size=chunk_size,
+ )
+
+ # def prechunk(self, number_splits: int): # pragma: no cover
+ # """
+ # Prechunk method to perform chunking by the key field
+ # """
+ # q = dict(self.query)
+ # keys = self.electronic_structure.newer_in(
+ # self.materials, criteria=q, exhaustive=True
+ # )
+ # N = ceil(len(keys) / number_splits)
+ # for split in grouper(keys, N):
+ # yield {"query": {self.materials.key: {"$in": list(split)}}}
+
+ def get_items(self, local_trajectories=False):
+ self.logger.info("Electrolyte builder started.")
+
+ hosts = self.md_docs.query(self.query, ["hosts"])
+ flow_ids = {doc["hosts"][-1] for doc in hosts} # top level flows
+
+ job_groups = []
+ for flow_id in flow_ids:
+ # the last item in hosts should be the top level workflow
+ host_match = {"$expr": {"$eq": [{"$arrayElemAt": ["$hosts", -1]}, flow_id]}}
+ job_groups.append(list(self.md_docs.query(criteria=host_match)))
+
+ items = []
+ for jobs in job_groups:
+ # find the job with the most calcs in the flow, presumably the last
+ len_calcs = [len(job["output"]["calcs_reversed"] or []) for job in jobs]
+ last_job = jobs[np.argmax(len_calcs)]
+
+ insert_blobs(
+ self.blobs, last_job["output"], include_traj=not local_trajectories
+ )
+
+ items.append(last_job)
+
+ return items
+
+ def get_items_from_directories(self):
+ # query will be ignored
+ return
+
+ def process_items(
+ self,
+ items: List,
+ local_trajectories: bool = False,
+ rebase_traj_path: Optional[tuple[Path, Path]] = None,
+ ):
+ """
+
+ Parameters
+ ----------
+ items: the items from get_items
+ local_trajectories: whether to look for files locally in lieu of downloading
+ rebase_traj_path: useful if the launch directory has moved
+
+ Returns
+ -------
+
+ """
+ self.logger.info(f"Processing {len(items)} materials for electrolyte builder.")
+
+ processed_items = []
+ for item in items:
+ # create task_doc
+ task_doc = OpenMMTaskDocument.parse_obj(item["output"])
+
+ # _ is needed bc traj_path may be a tmpfile and a reference must be in scope
+ traj_path, _ = resolve_traj_path(
+ task_doc, local_trajectories, rebase_traj_path
+ )
+
+ u = task_doc_to_universe(task_doc, traj_path)
+
+ # create solute_doc
+ solute = create_solute(
+ u,
+ solute_name=identify_solute(u),
+ networking_solvents=identify_networking_solvents(u),
+ fallback_radius=self.solvation_fallback_radius,
+ analysis_classes=self.solute_analysis_classes,
+ )
+ solute.run()
+ solvation_doc = SolvationDoc.from_solute(
+ solute, job_uuid=item["uuid"], flow_uuid=item["hosts"][-1]
+ )
+ calculations_doc = CalculationsDoc.from_calcs_reversed(
+ task_doc.calcs_reversed,
+ job_uuid=item["uuid"],
+ flow_uuid=item["hosts"][-1],
+ )
+
+ # create docs
+ # TODO: what cleanup do I need?
+ docs = {
+ "solute": jsanitize(solvation_doc.model_dump()),
+ "calculations": jsanitize(calculations_doc.model_dump()),
+ }
+
+ processed_items.append(docs)
+
+ return processed_items
+
+ def update_targets(self, items: List):
+ if len(items) > 0:
+ self.logger.info(f"Found {len(items)} electrolyte docs to update.")
+
+ solutes = [item["solute"] for item in items]
+ self.solute.update(solutes)
+
+ calculations = [item["calculations"] for item in items]
+ self.calculations.update(calculations)
+
+ else:
+ self.logger.info("No items to update.")
+
+ def instantiate_universe(
+ self,
+ job_uuid: str,
+ traj_directory: Union[str, Path] = ".",
+ overwrite_local_traj: bool = True,
+ ):
+ """
+ Instantiate a MDAnalysis universe from a task document.
+
+ This is useful if you want to analyze a small number of systems
+ without running the whole build pipeline.
+
+ To get a solute, call create_solute using the universe. See
+ the body of process_items for the appropriate syntax.
+
+ Args:
+ job_uuid: str
+ The UUID of the job.
+ traj_directory: str
+ Name of the DCD file to write.
+ overwrite_local_traj: bool
+ Whether to overwrite the local trajectory if it exists.
+ """
+ return instantiate_universe(
+ self.md_docs, self.blobs, job_uuid, traj_directory, overwrite_local_traj
+ )
+
+
+class BenchmarkingBuilder(Builder):
+ """
+ Builder to create solvation and calculations documents from OpenMM task documents.
+
+ This class processes molecular dynamics (MD) simulations and generates
+ comprehensive reports including solvation properties and calculation results.
+ It leverages the OpenFF toolkit and MDAnalysis for molecular topology and trajectory
+ handling, respectively.
+ """
+
+ def __init__(
+ self,
+ md_docs: Store,
+ blobs: Store,
+ benchmarking: Optional[Store] = None,
+ query: Optional[dict] = None,
+ chunk_size: int = 10,
+ ):
+ self.md_docs = md_docs
+ self.blobs = blobs
+ self.benchmarking = benchmarking or MemoryStore()
+ self.query = query or {}
+
+ self.md_docs.key = "uuid"
+ self.blobs.key = "blob_uuid"
+ self.benchmarking.key = "job_uuid"
+
+ super().__init__(
+ sources=[md_docs, blobs],
+ targets=[self.benchmarking],
+ chunk_size=chunk_size,
+ )
+
+ # def prechunk(self, number_splits: int): # pragma: no cover
+ # """
+ # Prechunk method to perform chunking by the key field
+ # """
+ # q = dict(self.query)
+ # keys = self.electronic_structure.newer_in(
+ # self.materials, criteria=q, exhaustive=True
+ # )
+ # N = ceil(len(keys) / number_splits)
+ # for split in grouper(keys, N):
+ # yield {"query": {self.materials.key: {"$in": list(split)}}}
+
+ def get_items(self, local_trajectories=False):
+ self.logger.info("Electrolyte builder started.")
+
+ hosts = self.md_docs.query(self.query, ["hosts"])
+ flow_ids = {doc["hosts"][-1] for doc in hosts} # top level flows
+
+ job_groups = []
+ for flow_id in flow_ids:
+ # the last item in hosts should be the top level workflow
+ host_match = {"$expr": {"$eq": [{"$arrayElemAt": ["$hosts", -1]}, flow_id]}}
+ job_groups.append(list(self.md_docs.query(criteria=host_match)))
+
+ items = []
+ for jobs in job_groups:
+ # find the job with the most calcs in the flow, presumably the last
+ len_calcs = [len(job["output"]["calcs_reversed"] or []) for job in jobs]
+ last_job = jobs[np.argmax(len_calcs)]
+
+ insert_blobs(
+ self.blobs, last_job["output"], include_traj=not local_trajectories
+ )
+
+ items.append(last_job)
+
+ return items
+
+ def get_items_from_directories(self):
+ # query will be ignored
+ return
+
+ def process_items(
+ self,
+ items,
+ local_trajectories: bool = False,
+ rebase_traj_path: Optional[tuple[Path, Path]] = None,
+ **benchmarking_kwargs,
+ ):
+ self.logger.info(f"Processing {len(items)} materials for electrolyte builder.")
+
+ processed_items = []
+ for item in items:
+ # create task_doc
+ task_doc = OpenMMTaskDocument.parse_obj(item["output"])
+
+ # _tmp_file is needed bc traj_path may be a tmpfile and a
+ # reference must be in scope
+ traj_path, _tmp_file = resolve_traj_path(
+ task_doc, local_trajectories, rebase_traj_path
+ )
+
+ u = task_doc_to_universe(task_doc, traj_path)
+
+ benchmarking_doc = SolventBenchmarkingDoc.from_universe(
+ u,
+ temperature=task_doc.calcs_reversed[0].input.temperature,
+ density=task_doc.calcs_reversed[0].output.density[-1],
+ job_uuid=item["uuid"],
+ flow_uuid=item["hosts"][-1],
+ tags=task_doc.tags,
+ **benchmarking_kwargs,
+ )
+
+ del u
+
+ docs = {
+ "benchmarking": jsanitize(benchmarking_doc.model_dump()),
+ }
+
+ processed_items.append(docs)
+
+ return processed_items
+
+ def update_targets(self, items: List):
+ if len(items) > 0:
+ self.logger.info(f"Found {len(items)} electrolyte docs to update.")
+
+ calculations = [item["benchmarking"] for item in items]
+ self.benchmarking.update(calculations)
+
+ else:
+ self.logger.info("No items to update.")
+
+ def instantiate_universe(
+ self,
+ job_uuid: str,
+ traj_directory: Union[str, Path] = ".",
+ overwrite_local_traj: bool = True,
+ ):
+ """
+ Instantiate a MDAnalysis universe from a task document.
+
+ This is useful if you want to analyze a small number of systems
+ without running the whole build pipeline.
+
+ Args:
+ job_uuid: str
+ The UUID of the job.
+ traj_directory: str
+ Name of the DCD file to write.
+ overwrite_local_traj: bool
+ Whether to overwrite the local trajectory if it exists.
+ """
+ return instantiate_universe(
+ self.md_docs, self.blobs, job_uuid, traj_directory, overwrite_local_traj
+ )
diff --git a/emmet-builders/emmet/builders/openmm/openmm_utils.py b/emmet-builders/emmet/builders/openmm/openmm_utils.py
new file mode 100644
index 0000000000..7681bf5687
--- /dev/null
+++ b/emmet-builders/emmet/builders/openmm/openmm_utils.py
@@ -0,0 +1,129 @@
+from typing import Union
+from pathlib import Path
+
+from openff.interchange import Interchange
+from maggma.core import Store
+
+from emmet.core.openmm import OpenMMTaskDocument, OpenMMInterchange
+from emmet.builders.openmm.utils import create_universe
+
+import tempfile
+
+
+def insert_blobs(blobs_store: Store, task_doc: dict, include_traj: bool = True):
+ """Insert blobs into a task document."""
+ interchange_uuid = task_doc["interchange"]["blob_uuid"]
+ interchange_blob = blobs_store.query_one({"blob_uuid": interchange_uuid})
+ task_doc["interchange"] = interchange_blob["data"]
+
+ if not task_doc["calcs_reversed"] or len(task_doc["calcs_reversed"]) == 0:
+ raise ValueError("No calculations found in job output.")
+
+ for calc in task_doc["calcs_reversed"]:
+ if not include_traj:
+ calc["output"]["traj_blob"] = None
+
+ traj_blob = calc["output"]["traj_blob"]
+
+ if traj_blob:
+ traj_uuid = calc["output"]["traj_blob"]["blob_uuid"]
+ traj_blob = blobs_store.query_one({"blob_uuid": traj_uuid})
+ calc["output"]["traj_blob"] = traj_blob["data"]
+
+
+def instantiate_universe(
+ md_docs: Store,
+ blobs: Store,
+ job_uuid: str,
+ traj_directory: Union[str, Path] = ".",
+ overwrite_local_traj: bool = True,
+):
+ """
+ Instantiate a MDAnalysis universe from a task document.
+
+ This is useful if you want to analyze a small number of systems
+ without running the whole build pipeline.
+
+ Args:
+ md_docs: Store
+ The store containing the task documents.
+ blobs: Store
+ The store containing the blobs.
+ job_uuid: str
+ The UUID of the job.
+ traj_directory: str
+ Name of the DCD file to write.
+ overwrite_local_traj: bool
+ Whether to overwrite the local trajectory if it exists.
+ """
+
+ # pull job
+ docs = list(md_docs.query(criteria={"uuid": job_uuid}))
+ if len(docs) != 1:
+ raise ValueError(
+ f"The job_uuid, {job_uuid}, must be unique. Found {len(docs)} documents."
+ )
+ task_doc = docs[0]["output"]
+ traj_file_type = task_doc["calcs_reversed"][0]["input"]["traj_file_type"]
+
+ # define path to trajectory
+ traj_directory = Path(traj_directory)
+ traj_directory.mkdir(parents=True, exist_ok=True)
+ traj_path = traj_directory / f"{job_uuid}.{traj_file_type}"
+
+ # download and insert blobs if necessary
+ # they must be included before task_doc is instantiated
+ new_traj = not traj_path.exists() or overwrite_local_traj
+ insert_blobs(blobs, task_doc, include_traj=new_traj)
+ task_doc = OpenMMTaskDocument.parse_obj(task_doc)
+ if new_traj:
+ with open(traj_path, "wb") as f:
+ f.write(bytes.fromhex(task_doc.calcs_reversed[0].output.traj_blob))
+
+ # create interchange
+ # interchange_str = task_doc.interchange.decode("utf-8")
+ interchange = Interchange.parse_raw(task_doc.interchange)
+
+ return create_universe(
+ interchange,
+ task_doc.mol_specs,
+ traj_path,
+ traj_format=traj_file_type,
+ )
+
+
+def resolve_traj_path(task_doc, local_trajectories, rebase_traj_path):
+ calc = task_doc.calcs_reversed[0]
+
+ if local_trajectories:
+ traj_file = calc.output.traj_file
+ traj_path = Path(calc.output.dir_name) / traj_file
+ if rebase_traj_path:
+ old, new = rebase_traj_path
+ traj_path = new / traj_path.relative_to(old)
+ else:
+ traj_file = tempfile.NamedTemporaryFile()
+ traj_path = Path(traj_file.name)
+ with open(traj_path, "wb") as f:
+ if calc.output.traj_blob is None:
+ raise ValueError("No trajectory blob included in the task doc.")
+ f.write(bytes.fromhex(calc.output.traj_blob))
+ return traj_path, traj_file
+
+
+def task_doc_to_universe(task_doc, traj_path):
+ calc = task_doc.calcs_reversed[0]
+
+ # create interchange
+ try:
+ interchange = Interchange.parse_raw(task_doc.interchange)
+ except: # noqa: E722
+ # parse with openmm instead
+ interchange = OpenMMInterchange.parse_raw(task_doc.interchange)
+
+ return create_universe(
+ interchange,
+ task_doc.mol_specs,
+ traj_path,
+ traj_format=calc.input.traj_file_type,
+ )
diff --git a/emmet-builders/emmet/builders/openmm/utils.py b/emmet-builders/emmet/builders/openmm/utils.py
new file mode 100644
index 0000000000..35c7ebb169
--- /dev/null
+++ b/emmet-builders/emmet/builders/openmm/utils.py
@@ -0,0 +1,341 @@
+import warnings
+from typing import Optional, Union
+from pathlib import Path
+import io
+
+import numpy as np
+from MDAnalysis import Universe
+from solvation_analysis.solute import Solute
+
+from openmm.app.pdbfile import PDBFile
+
+from openff.interchange import Interchange
+import openff.toolkit as tk
+
+from maggma.core import Store
+
+from emmet.core.openff import MoleculeSpec
+from emmet.core.openmm import OpenMMTaskDocument, OpenMMInterchange
+
+
+def create_universe(
+ interchange: Interchange | OpenMMInterchange,
+ mol_specs: Optional[list[MoleculeSpec]],
+ traj_file: Union[Path, str],
+ traj_format=None,
+):
+ """
+ Create a Universe object from an Interchange object and a trajectory file.
+
+ Parameters
+ ----------
+ interchange : Interchange
+ The Interchange object containing the topology and parameters.
+ mol_specs : list[MoleculeSpec] or None
+ A list of MoleculeSpec objects or None.
+ traj_file : Path or str
+ The path to the trajectory file.
+ traj_format : str, optional
+ The format of the trajectory file.
+
+ Returns
+ -------
+ Universe
+ The created Universe object.
+ """
+ if isinstance(interchange, Interchange):
+ openff_topology = interchange.topology
+ openmm_topology = openff_topology.to_openmm()
+ else:
+ with io.StringIO(interchange.topology) as s:
+ pdb = PDBFile(s)
+ openmm_topology = pdb.getTopology()
+ if mol_specs is None:
+ raise ValueError(
+ "Molecule specs must be provided if using OpenMMInterchange."
+ )
+ unique_molecules = [
+ tk.Molecule.from_json(spec.openff_mol) for spec in mol_specs
+ ]
+ openff_topology = tk.Topology.from_openmm(
+ openmm_topology,
+ unique_molecules=unique_molecules,
+ )
+
+ mols = [mol for mol in openff_topology.molecules]
+
+ u = Universe(
+ openmm_topology,
+ str(traj_file),
+ format=traj_format,
+ )
+
+ label_types(u, mols)
+ label_resnames(u, mols, mol_specs)
+ label_charges(u, mols, mol_specs)
+
+ return u
+
+
+def label_types(u: Universe, mols: list[tk.Molecule]):
+ """
+ Label atoms in the Universe with unique types based on the molecules.
+
+ Parameters
+ ----------
+ u : Universe
+ The Universe object to label.
+ mols : list[tk.Molecule]
+ The list of Molecule objects.
+ """
+ # add unique counts for each
+ offset = 0
+ mol_types = {}
+ for mol in set(mols):
+ mol_types[mol] = range(offset, offset + mol.n_atoms)
+ offset += mol.n_atoms
+ all_types = np.concatenate([mol_types[mol] for mol in mols])
+ u.add_TopologyAttr("types", all_types)
+
+
+def label_resnames(
+ u: Universe, mols: list[tk.Molecule], mol_specs: Optional[list[MoleculeSpec]]
+):
+ """
+ Label atoms in the Universe with residue names.
+
+ Parameters
+ ----------
+ u : Universe
+ The Universe object to label.
+ mols : list[tk.Molecule]
+ The list of Molecule objects.
+ mol_specs : list[MoleculeSpec] or None
+ A list of MoleculeSpec objects or None.
+ """
+ if mol_specs:
+ resname_list = [[spec.name] * spec.count for spec in mol_specs]
+ resnames = np.concatenate(resname_list)
+ else:
+ resname_list = [mol.to_smiles() for mol in mols]
+ resnames = np.array(resname_list)
+ u.add_TopologyAttr("resnames", resnames)
+
+
+def label_charges(
+ u: Universe, mols: list[tk.Molecule], mol_specs: Optional[list[MoleculeSpec]]
+):
+ """
+ Label atoms in the Universe with partial charges.
+
+ Parameters
+ ----------
+ u : Universe
+ The Universe object to label.
+ mols : list[tk.Molecule]
+ The list of Molecule objects.
+ mol_specs : list[MoleculeSpec]
+ A list of MoleculeSpec objects.
+ """
+ charge_arrays = []
+ if mol_specs:
+ for spec in mol_specs:
+ mol = tk.Molecule.from_json(spec.openff_mol)
+ charge_arr = np.tile(mol.partial_charges / spec.charge_scaling, spec.count)
+ charge_arrays.append(charge_arr)
+ else:
+ warnings.warn(
+ "`mol_specs` are not present so charges cannot be unscaled. "
+ "If charges were scaled, conductivity calculations will be inaccurate."
+ )
+ for mol in mols:
+ charge_arrays.append(mol.partial_charges)
+ charges = np.concatenate(charge_arrays).magnitude
+ u.add_TopologyAttr("charges", charges)
+
+
+def create_solute(
+ u: Universe,
+ solute_name: str,
+ networking_solvents: Optional[list[str]] = None,
+ fallback_radius: Optional[float] = None,
+ include_solute_in_solvents=False,
+ analysis_classes=["coordination", "pairing", "speciation", "networking"],
+ step=1,
+):
+ """
+ Create a Solute object from a Universe object.
+
+ Parameters
+ ----------
+ u : Universe
+ The Universe object containing the solute and solvent atoms.
+ solute_name : str
+ The residue name of the solute.
+ networking_solvents : list[str] or None, optional
+ A list of residue names of networking solvents or None.
+ fallback_radius : float or None, optional
+ The fallback radius for kernel calculations or None.
+ include_solute_in_solvents : bool, optional
+ Whether to include the solute in the solvents dictionary. Default is False.
+ analysis_classes : list[str], optional
+ The analysis classes to run. Default is ("coordination", "pairing", "speciation", "networking").
+ step : int, optional
+ The step size for the analysis. Default is 1.
+
+ Returns
+ -------
+ Solute
+ The created Solute object.
+ """
+ solute = u.residues[u.residues.resnames == solute_name].atoms
+
+ unique_resnames = np.unique(u.atoms.residues.resnames)
+
+ solvents = {}
+ for resname in unique_resnames:
+ atoms = u.residues[u.residues.resnames == resname].atoms
+ solvents[resname] = atoms
+
+ if not include_solute_in_solvents:
+ solvents.pop(solute_name, None)
+
+ solute = Solute.from_atoms(
+ solute,
+ solvents,
+ solute_name=solute_name,
+ analysis_classes=analysis_classes,
+ networking_solvents=networking_solvents,
+ kernel_kwargs={"default": fallback_radius},
+ )
+ solute.run(step=step)
+ return solute
+
+
+def identify_solute(u: Universe):
+ """
+ Identify the solute in a Universe object.
+
+ Currently just finds the name of a sinlge cation based on the
+ partial charges in the universe.
+
+ Parameters
+ ----------
+ u : Universe
+ The Universe object
+
+ Returns
+ -------
+ str
+ The residue name of the solute.
+ """
+ cation_residues = u.residues[u.residues.charges > 0.01]
+ unique_names = np.unique(cation_residues.resnames)
+ if len(unique_names) > 1:
+ # TODO: fail gracefully?
+ raise ValueError("Multiple cationic species detected, not yet supported.")
+ return unique_names[0]
+
+
+def identify_networking_solvents(u: Universe):
+ """
+ Identify the networking solvents in a Universe object.
+
+ Currently just finds the name of all anions based on the
+ partial charges in the universe.
+
+ Parameters
+ ----------
+ u : Universe
+ The Universe object
+
+ Returns
+ -------
+ list[str]
+ The residue names of the networking solvents.
+ """
+ # currently just anions
+ anion_residues = u.residues[u.residues.charges < -0.01]
+ unique_names = np.unique(anion_residues.resnames)
+ return list(unique_names)
+
+
+def insert_blobs(blobs_store: Store, task_doc: dict, include_traj: bool = True):
+ """Insert blobs into a task document."""
+ interchange_uuid = task_doc["interchange"]["blob_uuid"]
+ interchange_blob = blobs_store.query_one({"blob_uuid": interchange_uuid})
+ task_doc["interchange"] = interchange_blob["data"]
+
+ if len(task_doc["calcs_reversed"]) == 0:
+ raise ValueError("No calculations found in job output.")
+
+ for calc in task_doc["calcs_reversed"]:
+ if not include_traj:
+ calc["output"]["traj_blob"] = None
+
+ traj_blob = calc["output"]["traj_blob"]
+
+ if traj_blob:
+ traj_uuid = calc["output"]["traj_blob"]["blob_uuid"]
+ traj_blob = blobs_store.query_one({"blob_uuid": traj_uuid})
+ calc["output"]["traj_blob"] = traj_blob["data"]
+
+
+def instantiate_universe(
+ md_docs: Store,
+ blobs: Store,
+ job_uuid: str,
+ traj_directory: Union[str, Path] = ".",
+ overwrite_local_traj: bool = True,
+):
+ """
+ Instantiate a MDAnalysis universe from a task document.
+
+ This is useful if you want to analyze a small number of systems
+ without running the whole build pipeline.
+
+ Args:
+ md_docs: Store
+ The store containing the task documents.
+ blobs: Store
+ The store containing the blobs.
+ job_uuid: str
+ The UUID of the job.
+ traj_directory: str
+ Name of the DCD file to write.
+ overwrite_local_traj: bool
+ Whether to overwrite the local trajectory if it exists.
+ """
+
+ # pull job
+ docs = list(md_docs.query(criteria={"uuid": job_uuid}))
+ if len(docs) != 1:
+ raise ValueError(
+ f"The job_uuid, {job_uuid}, must be unique. Found {len(docs)} documents."
+ )
+ task_doc = docs[0]["output"]
+ traj_file_type = task_doc["calcs_reversed"][0]["input"]["traj_file_type"]
+
+ # define path to trajectory
+ traj_directory = Path(traj_directory)
+ traj_directory.mkdir(parents=True, exist_ok=True)
+ traj_path = traj_directory / f"{job_uuid}.{traj_file_type}"
+
+ # download and insert blobs if necessary
+ new_traj = not traj_path.exists() or overwrite_local_traj
+ insert_blobs(blobs, task_doc, include_traj=new_traj)
+ task_doc = OpenMMTaskDocument.parse_obj(task_doc)
+ if new_traj:
+ with open(traj_path, "wb") as f:
+ f.write(task_doc.calcs_reversed[0].output.traj_blob)
+
+ # create interchange
+ interchange_str = task_doc.interchange.decode("utf-8")
+ interchange = Interchange.parse_raw(interchange_str)
+
+ return create_universe(
+ interchange,
+ task_doc.mol_specs,
+ traj_path,
+ traj_format=traj_file_type,
+ )
diff --git a/emmet-builders/setup.py b/emmet-builders/setup.py
index 5ce505ced0..c892049cff 100644
--- a/emmet-builders/setup.py
+++ b/emmet-builders/setup.py
@@ -16,8 +16,6 @@
"emmet-core[all]",
"maggma>=0.57.6",
"matminer>=0.9.1",
- "solvation-analysis>=0.4.0",
- "MDAnalysis>=2.7.0",
],
extras_require={
"test": [
diff --git a/emmet-builders/tests/openmm_md/__init__.py b/emmet-builders/tests/openmm_md/__init__.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/emmet-builders/tests/openmm_md/test_core.py b/emmet-builders/tests/openmm_md/test_core.py
new file mode 100644
index 0000000000..9398dfba99
--- /dev/null
+++ b/emmet-builders/tests/openmm_md/test_core.py
@@ -0,0 +1,329 @@
+import pytest
+
+from MDAnalysis import Universe
+from solvation_analysis.solute import Solute
+import numpy as np
+
+from maggma.stores import MemoryStore, JSONStore
+from emmet.builders.openmm.core import (
+ ElectrolyteBuilder,
+ BenchmarkingBuilder,
+)
+from emmet.builders.openmm.utils import (
+ create_solute,
+ identify_solute,
+ identify_networking_solvents,
+)
+
+
+@pytest.fixture()
+def solute_store():
+ return MemoryStore(key="job_uuid")
+
+
+@pytest.fixture()
+def calculations_store():
+ return MemoryStore(key="job_uuid")
+
+
+@pytest.fixture()
+def benchmarking_store():
+ return MemoryStore(key="job_uuid")
+
+
+@pytest.fixture()
+def water_stores(test_dir, tmp_path):
+ # intended to only be run locally in a dev environment
+ recreate_input = True
+
+ stores_dir = test_dir / "openmm" / "water_stores"
+
+ read_only = not recreate_input
+ md_doc_store = JSONStore(
+ str(stores_dir / "docs_store.json"), read_only=read_only, key="uuid"
+ )
+ blob_store = JSONStore(
+ str(stores_dir / "blob_store.json"), read_only=read_only, key="blob_uuid"
+ )
+
+ if recreate_input:
+ from atomate2.openff.core import generate_interchange
+ from atomate2.openff.utils import create_mol_spec
+ from atomate2.openmm.jobs import NVTMaker, NPTMaker
+ from atomate2.openmm.flows import OpenMMFlowMaker
+ from jobflow import run_locally, JobStore
+
+ # delete old stores
+ for store_file in stores_dir.glob("*.json"):
+ store_file.unlink()
+
+ mol_specs = [
+ create_mol_spec("CCO", 10, name="ethanol", charge_method="mmff94"),
+ create_mol_spec("O", 400, name="water", charge_method="mmff94"),
+ create_mol_spec("[Na+]", 400, name="Na", charge_method="mmff94"),
+ create_mol_spec("[Br-]", 400, name="Br", charge_method="mmff94"),
+ ]
+
+ interchange_job = generate_interchange(mol_specs, 0.8)
+ production_maker = OpenMMFlowMaker(
+ name="test_production",
+ tags=["test"],
+ makers=[
+ NPTMaker(name="npt1", n_steps=100, traj_interval=10, state_interval=10),
+ NVTMaker(name="nvt2", n_steps=100, embed_traj=True),
+ NVTMaker(name="nvt3", n_steps=100),
+ ],
+ )
+ production_flow = production_maker.make(
+ interchange_job.output.interchange,
+ prev_dir=interchange_job.output.dir_name,
+ )
+
+ run_locally(
+ [interchange_job, production_flow],
+ store=JobStore(md_doc_store, additional_stores={"data": blob_store}),
+ ensure_success=True,
+ root_dir=tmp_path,
+ )
+
+ return md_doc_store, blob_store
+
+
+@pytest.fixture()
+def cco_stores(test_dir, tmp_path):
+ # intended to only be run locally in a dev environment
+ recreate_input = True
+
+ stores_dir = test_dir / "openmm" / "cco_stores"
+
+ read_only = not recreate_input
+ md_doc_store = JSONStore(
+ str(stores_dir / "docs_store.json"), read_only=read_only, key="uuid"
+ )
+ blob_store = JSONStore(
+ str(stores_dir / "blob_store.json"), read_only=read_only, key="blob_uuid"
+ )
+
+ if recreate_input:
+ from atomate2.openff.core import generate_interchange
+ from atomate2.openff.utils import create_mol_spec
+ from atomate2.openmm.flows import OpenMMFlowMaker
+ from atomate2.openmm.jobs import NVTMaker
+ from jobflow import run_locally, JobStore
+
+ # delete old stores
+ for store_file in stores_dir.glob("*.json"):
+ store_file.unlink()
+
+ mol_specs = [
+ create_mol_spec("CCO", 200, name="ethanol", charge_method="mmff94"),
+ ]
+
+ interchange_job = generate_interchange(mol_specs, 0.8)
+
+ production_maker = OpenMMFlowMaker(
+ name="test_production",
+ tags=["test"],
+ makers=[
+ NVTMaker(
+ name="nvt1",
+ n_steps=200,
+ traj_interval=10,
+ state_interval=10,
+ embed_traj=True,
+ report_velocities=True,
+ traj_file_type="h5md",
+ ),
+ NVTMaker(name="nvt2", n_steps=200),
+ ],
+ )
+ production_flow = production_maker.make(
+ interchange_job.output.interchange,
+ prev_dir=interchange_job.output.dir_name,
+ )
+
+ run_locally(
+ [interchange_job, production_flow],
+ store=JobStore(md_doc_store, additional_stores={"data": blob_store}),
+ ensure_success=True,
+ root_dir=tmp_path,
+ )
+
+ return md_doc_store, blob_store
+
+
+@pytest.fixture
+def opls_stores(test_dir, tmp_path):
+ # intended to only be run locally in a dev environment
+ recreate_input = True
+
+ stores_dir = test_dir / "openmm" / "opls_stores"
+
+ read_only = not recreate_input
+ md_doc_store = JSONStore(
+ str(stores_dir / "docs_store.json"), read_only=read_only, key="uuid"
+ )
+ blob_store = JSONStore(
+ str(stores_dir / "blob_store.json"), read_only=read_only, key="blob_uuid"
+ )
+
+ if recreate_input:
+ from atomate2.openmm.jobs.generate import generate_openmm_interchange
+ from atomate2.openff.utils import create_mol_spec
+ from atomate2.openmm.flows import OpenMMFlowMaker
+ from atomate2.openmm.jobs import NVTMaker, EnergyMinimizationMaker
+ from jobflow import run_locally, JobStore
+
+ # delete old stores
+ for store_file in stores_dir.glob("*.json"):
+ store_file.unlink()
+
+ opls_xmls = test_dir / "openmm" / "opls_xml_files"
+
+ mol_specs = [
+ create_mol_spec("CCO", 10, name="ethanol", charge_method="mmff94"),
+ create_mol_spec("CO", 300, name="water", charge_method="mmff94"),
+ ]
+
+ ff_xmls = [
+ (opls_xmls / "CCO.xml").read_text(),
+ (opls_xmls / "CO.xml").read_text(),
+ ]
+
+ interchange_job = generate_openmm_interchange(mol_specs, 1.0, ff_xmls)
+ production_maker = OpenMMFlowMaker(
+ name="test_production",
+ tags=["test"],
+ makers=[
+ EnergyMinimizationMaker(name="em1"),
+ NVTMaker(
+ name="npt1",
+ n_steps=100,
+ traj_interval=10,
+ state_interval=10,
+ embed_traj=True,
+ ),
+ ],
+ )
+ production_flow = production_maker.make(
+ interchange_job.output.interchange,
+ prev_dir=interchange_job.output.dir_name,
+ )
+
+ run_locally(
+ [interchange_job, production_flow],
+ store=JobStore(md_doc_store, additional_stores={"data": blob_store}),
+ ensure_success=True,
+ root_dir=tmp_path,
+ )
+
+ return md_doc_store, blob_store
+
+
+def test_electrolyte_builder(water_stores, solute_store, calculations_store):
+ doc_store, blob_store = water_stores
+ builder = ElectrolyteBuilder(
+ doc_store, blob_store, solute_store, calculations_store
+ )
+
+ builder.connect()
+ items = builder.get_items()
+ processed_docs = builder.process_items(items)
+ builder.update_targets(processed_docs)
+
+ solute_doc = solute_store.query_one()
+ assert len(solute_doc["coordination_numbers"]) == 3
+
+ calculations_doc = calculations_store.query_one()
+ assert calculations_doc["calc_types"] == ["NPTMaker", "NVTMaker", "NVTMaker"]
+ assert calculations_doc["steps"] == [100, 100, 100]
+
+
+def test_electrolyte_builder_w_opls(opls_stores, benchmarking_store):
+ doc_store, blob_store = opls_stores
+ builder = BenchmarkingBuilder(doc_store, blob_store, benchmarking_store)
+
+ builder.connect()
+ items = builder.get_items()
+ processed_docs = builder.process_items(items)
+ builder.update_targets(processed_docs)
+
+ benchmarking_doc = benchmarking_store.query_one()
+
+ assert np.isclose(benchmarking_doc["density"], 1.0)
+
+
+def test_electrolyte_builder_local(
+ water_stores, solute_store, calculations_store, test_dir
+):
+ doc_store, blob_store = water_stores
+ builder = ElectrolyteBuilder(
+ doc_store, blob_store, solute_store, calculations_store
+ )
+
+ builder.connect()
+ items = builder.get_items(local_trajectories=True)
+
+ # needed because files are generated locally
+ for item in items:
+ for calc in item["output"]["calcs_reversed"]:
+ calc["dir_name"] = str(test_dir / "openmm" / "water_system")
+ calc["output"]["dir_name"] = str(test_dir / "openmm" / "water_system")
+
+ processed_docs = builder.process_items(items, local_trajectories=True)
+ builder.update_targets(processed_docs)
+
+ solute_doc = solute_store.query_one()
+ assert len(solute_doc["coordination_numbers"]) == 3
+
+ calculations_doc = calculations_store.query_one()
+ assert calculations_doc["calc_types"] == ["NPTMaker", "NVTMaker", "NVTMaker"]
+ assert calculations_doc["steps"] == [100, 100, 100]
+
+
+def test_benchmarking_builder(cco_stores, benchmarking_store):
+ # TODO: test is failing because H5MD file is not being properly deserialized
+
+ doc_store, blob_store = cco_stores
+ builder = BenchmarkingBuilder(
+ doc_store,
+ blob_store,
+ benchmarking_store,
+ )
+
+ builder.connect()
+ items = builder.get_items()
+ processed_docs = builder.process_items(items)
+ builder.update_targets(processed_docs)
+
+ benchmarking_doc = benchmarking_store.query_one()
+ assert np.isclose(benchmarking_doc["density"], 0.8)
+ assert benchmarking_doc["viscosity"] is not None
+ assert benchmarking_doc["dielectric"] is not None
+ assert len(benchmarking_doc["viscosity_function_values"]) == 20
+
+ # test that benchmarking_store has docs
+ docs = benchmarking_store.query()
+ assert len(list(docs)) == 1
+ assert processed_docs[0]["benchmarking"]["tags"] == ["test"]
+
+
+def test_instantiate_universe(water_stores, solute_store, tmp_path):
+ doc_store, blob_store = water_stores
+ builder = ElectrolyteBuilder(doc_store, blob_store, solute_store)
+ builder.connect()
+ job_uuid = doc_store.query_one({"name": "nvt3"})["uuid"]
+
+ u = builder.instantiate_universe(job_uuid, tmp_path)
+
+ assert isinstance(u, Universe)
+
+ solute = create_solute(
+ u,
+ solute_name=identify_solute(u),
+ networking_solvents=identify_networking_solvents(u),
+ fallback_radius=3,
+ )
+ solute.run()
+
+ assert isinstance(solute, Solute)
diff --git a/emmet-builders/tests/openmm_md/test_utils.py b/emmet-builders/tests/openmm_md/test_utils.py
new file mode 100644
index 0000000000..278620df77
--- /dev/null
+++ b/emmet-builders/tests/openmm_md/test_utils.py
@@ -0,0 +1,94 @@
+from emmet.builders.openmm.utils import (
+ create_universe,
+ create_solute,
+ label_types,
+ label_resnames,
+ label_charges,
+)
+from openff.interchange import Interchange
+from openff.units import unit
+import openff.toolkit as tk
+from emmet.core.openff.solvation import SolvationDoc
+from emmet.core.openff import ClassicalMDTaskDocument, MoleculeSpec
+from MDAnalysis import Universe
+import numpy as np
+
+
+def test_create_universe_and_solute(test_dir):
+ system_dir = test_dir / "openmm" / "water_system"
+
+ water_taskdoc = ClassicalMDTaskDocument.parse_file(system_dir / "taskdoc.json")
+ interchange = Interchange.parse_raw(water_taskdoc.interchange)
+ mol_specs = water_taskdoc.mol_specs
+ assert mol_specs is not None
+
+ u = create_universe(
+ interchange,
+ mol_specs,
+ str(system_dir / "trajectory3.dcd"),
+ traj_format="DCD",
+ )
+
+ solute = create_solute(
+ u,
+ solute_name="water",
+ networking_solvents=["Na"],
+ fallback_radius=3,
+ )
+
+ solvation_doc = SolvationDoc.from_solute(solute)
+
+ assert isinstance(u, Universe)
+ assert solvation_doc is not None
+
+
+def test_label_types():
+ mols = [tk.Molecule.from_smiles("CCO"), tk.Molecule.from_smiles("OCC")]
+ u = Universe.empty(n_atoms=18, trajectory=True)
+ label_types(u, mols)
+
+ types = u.atoms.types
+ assert len(types) == 18
+ assert all(isinstance(t, int) for t in types)
+
+
+def test_label_resnames():
+ mols = [
+ tk.Molecule.from_smiles("CCO"),
+ ]
+ mol_specs = [
+ MoleculeSpec(
+ name="ethanol",
+ count=1,
+ openff_mol=mols[0].to_json(),
+ charge_scaling=1.0,
+ charge_method="null",
+ ),
+ ]
+ u = Universe.empty(n_atoms=9, trajectory=True)
+ label_resnames(u, mols, mol_specs)
+
+ resnames = u.atoms.resnames
+ assert len(resnames) == 9
+ assert "ethanol" in resnames
+
+
+def test_label_charges():
+ mols = [tk.Molecule.from_smiles("O")]
+ mols[0].partial_charges = np.array([-0.3, 0.1, 0.2]) * unit.elementary_charge
+ mol_specs = [
+ MoleculeSpec(
+ name="water",
+ count=1,
+ openff_mol=mols[0].to_json(),
+ charge_scaling=1.0,
+ charge_method="null",
+ ),
+ ]
+ u = Universe.empty(n_atoms=3, trajectory=True)
+ label_charges(u, mols, mol_specs)
+
+ charges = u.atoms.charges
+ assert len(charges) == 3
+ assert np.isclose(charges[0], -0.3)
+ assert np.isclose(charges[2], 0.2)
diff --git a/emmet-core/emmet/core/openff/benchmarking.py b/emmet-core/emmet/core/openff/benchmarking.py
index d06b0b9356..6f2037c7bc 100644
--- a/emmet-core/emmet/core/openff/benchmarking.py
+++ b/emmet-core/emmet/core/openff/benchmarking.py
@@ -62,7 +62,7 @@ def from_universe(
else:
eps = None
- if u.atoms.ts.has_velocities:
+ if u.atoms.ts.has_velocities and temperature is not None:
start, stop = int(0.2 * len(u.trajectory)), int(0.8 * len(u.trajectory))
viscosity_helfand = ViscosityHelfand(
u.atoms,
diff --git a/test_files/openmm/cco_stores/blob_store.json b/test_files/openmm/cco_stores/blob_store.json
new file mode 100644
index 0000000000..d0f75188d1
--- /dev/null
+++ b/test_files/openmm/cco_stores/blob_store.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/test_files/openmm/cco_stores/docs_store.json b/test_files/openmm/cco_stores/docs_store.json
new file mode 100644
index 0000000000..e5a7b64fec
--- /dev/null
+++ b/test_files/openmm/cco_stores/docs_store.json
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{}}"}],"structure":null,"force_field":"openff_unconstrained-2.1.1.offxml","task_type":"test","last_updated":"2024-10-19T17:53:15.011000","task_name":"nvt2","@module":"emmet.core.openmm.tasks","@class":"OpenMMTaskDocument","@version":null},"completed_at":"2024-10-19T13:53:15.046785","metadata":{},"hosts":["c05bf7b1-8f00-4105-a81e-374e8cf46e22","5e8e3042-60e8-44cb-8017-ef5358212706"],"name":"nvt2","@module":"jobflow.core.schemas","@class":"JobStoreDocument","@version":"0.1.18"},{"uuid":"877be840-402b-4d5b-add8-6f5639fdaf12","index":1,"output":{"tags":["test"],"dir_name":"/private/var/folders/sd/xp1n3cv53j1dg1ssw592wgdh0000gn/T/pytest-of-orioncohen/pytest-32/test_benchmarking_builder0","state":"successful","job_uuids":["7bc587b2-4a40-4e67-9941-0e3c568777d8","04a797a2-f693-4967-b9c0-8578fe99a309"],"calcs_reversed":[{"dir_name":"/private/var/folders/sd/xp1n3cv53j1dg1ssw592wgdh0000gn/T/pytest-of-orioncohen/pytest-32/test_benchmarking_builder0","has_openmm_completed":true,"input":{"n_steps":200,"step_size":0.001,"temperature":298.0,"pressure":null,"friction_coefficient":1.0,"platform_name":"CPU","platform_properties":{},"state_interval":10,"state_file_name":"state2","traj_interval":10,"wrap_traj":false,"report_velocities":true,"traj_file_name":"trajectory2","traj_file_type":"h5md","embed_traj":null,"save_structure":false},"output":{"dir_name":"/private/var/folders/sd/xp1n3cv53j1dg1ssw592wgdh0000gn/T/pytest-of-orioncohen/pytest-32/test_benchmarking_builder0","traj_file":"trajectory2.h5md","traj_blob":{"@class":"","@module":"","blob_uuid":"f7bcdfd8-0cbd-4e43-b46a-397b8a484291","store":"data"},"state_file":"state2.csv","steps_reported":[10,20,30,40,50,60,70,80,90,100,110,120,130,140,150,160,170,180,190,200],"time":null,"potential_energy":[-906.4997187463016,-1984.6544241344964,-2498.0217707645375,-2286.547795781899,-2633.2244000800993,-2500.683650756825,-2142.487149083553,-2440.633627413327,-2619.5894782423875,-2567.278109313967,-2300.1721996235237,-2416.4972242956987,-2694.2615218961946,-2976.028063762591,-2768.4410088756836,-2460.439418173156,-2256.0165467358115,-2364.52121498257,-2308.114425579221,-2487.6036195338097],"kinetic_energy":[1794.2095097800482,2998.533936945287,3561.6930665429595,3215.381674822623,3551.008111390365,3477.979396596628,3344.207718693455,3707.891115343271,3847.5584939838873,3910.9485128155834,3791.064521046286,4016.3902903654825,4236.296497047117,4501.132841837961,4263.954871248998,4032.9754520610927,3971.0254951252577,4214.608165159678,4202.8684562306025,4410.208462859481],"total_energy":[887.7097910337467,1013.8795128107909,1063.671295778422,928.8338790407242,917.7837113102656,977.2957458398032,1201.7205696099018,1267.257487929944,1227.9690157414998,1343.6704035016164,1490.8923214227616,1599.8930660697838,1542.034975150922,1525.1047780753695,1495.5138623733142,1572.5360338879368,1715.0089483894458,1850.0869501771076,1894.754030651382,1922.6048433256717],"temperature":[79.92363080788942,133.57064380442472,158.6567455749891,143.23019496005247,158.18078086397855,154.9276936365762,148.96879188123117,165.16918395716127,171.39071156892092,174.21444003228788,168.87416965376335,178.91137740481292,188.70716902189167,200.50438786963323,189.9392200596373,179.6501686847742,176.89058823460073,187.74105540965073,187.2181063576448,196.454132613878],"volume":[19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538],"density":[0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463],"elapsed_time":0.4429931640625},"completed_at":"2024-10-19 17:53:14.749397+00:00","task_name":"nvt2","calc_type":"NVTMaker"},{"dir_name":"/private/var/folders/sd/xp1n3cv53j1dg1ssw592wgdh0000gn/T/pytest-of-orioncohen/pytest-32/test_benchmarking_builder0","has_openmm_completed":true,"input":{"n_steps":200,"step_size":0.001,"temperature":298.0,"pressure":null,"friction_coefficient":1.0,"platform_name":"CPU","platform_properties":{},"state_interval":10,"state_file_name":"state","traj_interval":10,"wrap_traj":false,"report_velocities":true,"traj_file_name":"trajectory","traj_file_type":"h5md","embed_traj":true,"save_structure":false},"output":{"dir_name":"/private/var/folders/sd/xp1n3cv53j1dg1ssw592wgdh0000gn/T/pytest-of-orioncohen/pytest-32/test_benchmarking_builder0","traj_file":"trajectory.h5md","traj_blob":{"@class":"","@module":"","blob_uuid":"bd276c16-76a7-4084-af7a-a6faa88972cd","store":"data"},"state_file":"state.csv","steps_reported":[10,20,30,40,50,60,70,80,90,100,110,120,130,140,150,160,170,180,190,200],"time":null,"potential_energy":[5325.406612212962,3234.7994501845023,1754.2091187679987,1174.2649834557342,1554.916724188089,1753.6369011116776,1746.473133245989,940.2448597052116,700.2071822846082,978.7238679900736,877.0796858570493,1253.9771580273612,1144.5689048336844,1266.1903092179932,706.5672214563981,709.8464499784241,630.1748044297838,596.8733484744616,723.5540884544835,585.6908203521559],"kinetic_energy":[3743.039200338416,5923.292120494162,7383.380001272684,7769.973619450934,7420.485971156691,7276.981337267696,7403.05453069441,8290.348775697197,8297.38778228208,7886.792913149914,7902.356602465135,7669.604738914916,7812.575760964439,7703.231427689788,8107.9495188269075,7969.738660423376,8067.59670104261,8144.868831213418,7991.409446596419,8141.046637649848],"total_energy":[9068.445812551376,9158.091570678664,9137.589120040682,8944.23860290667,8975.40269534478,9030.618238379377,9149.527663940398,9230.593635402409,8997.594964566688,8865.516781139988,8779.436288322184,8923.581896942278,8957.144665798123,8969.421736907781,8814.516740283305,8679.5851104018,8697.771505472394,8741.74217968788,8714.963535050902,8726.737458002004],"temperature":[166.7348665340531,263.85492331031685,328.8950003438635,346.1159354930437,330.54789752315753,324.1554381611673,329.7714084875332,369.29621162173424,369.609766399188,351.3196879254897,352.0129773947842,341.64497192449966,348.01366137811505,343.14288342495985,361.17117896179616,355.01453250525196,359.37364991456377,362.8157614237531,355.9798645380887,362.6455006010421],"volume":[19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538,19.12470740059538],"density":[0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463,0.800000000276463],"elapsed_time":0.4517068862915039},"completed_at":"2024-10-19 17:53:13.343280+00:00","task_name":"nvt1","calc_type":"NVTMaker"}],"interchange":{"@class":"","@module":"","blob_uuid":"9869d0ca-7bbd-45e6-8c1b-25b04f4f2a5f","store":"data"},"mol_specs":[{"name":"ethanol","count":200,"charge_scaling":1,"charge_method":"mmff94","openff_mol":"{\"name\": \"\", \"atoms\": [{\"atomic_number\": 6, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 6, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 8, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}], \"bonds\": [{\"atom1\": 0, \"atom2\": 1, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 2, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 3, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 4, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 5, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 6, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 7, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 2, \"atom2\": 8, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}], \"properties\": {}, \"conformers_unit\": \"angstrom\", \"conformers\": [[0.8816532116573907, -0.04478117708257129, -0.014743243895777598, -0.5815975314350039, -0.37614509852738376, 0.05108010828191213, -1.3483937058957056, 0.7520373860195496, 0.18067007851939917, 1.2650466772916604, 0.17421359363217034, 1.0122474646348432, 1.0164929487242138, 0.8705406288850329, -0.608989056955567, 1.4768039662343542, -0.8948271386205192, -0.39192779401110706, -0.7879139119557719, -0.9889387157227069, 0.9647850165585624, -0.8350401679279612, -1.0051240322665924, -0.816780837253929, -1.0870514866931746, 1.5130245536830211, -0.3763417358783349]], \"partial_charges\": [0.0, 0.28, -0.68, 0.0, 0.0, 0.0, 0.0, 0.0, 0.4], \"partial_charge_unit\": \"elementary_charge\", \"hierarchy_schemes\": {}}"}],"structure":null,"force_field":"openff_unconstrained-2.1.1.offxml","task_type":"collect","last_updated":"2024-10-19T17:53:15.011000","task_name":"nvt2","@module":"emmet.core.openmm.tasks","@class":"OpenMMTaskDocument","@version":null},"completed_at":"2024-10-19T13:53:15.092253","metadata":{},"hosts":["c05bf7b1-8f00-4105-a81e-374e8cf46e22","5e8e3042-60e8-44cb-8017-ef5358212706"],"name":"collect_outputs","@module":"jobflow.core.schemas","@class":"JobStoreDocument","@version":"0.1.18"}]
\ No newline at end of file
diff --git a/test_files/openmm/cco_system/README.txt b/test_files/openmm/cco_system/README.txt
new file mode 100644
index 0000000000..a5d7a065d8
--- /dev/null
+++ b/test_files/openmm/cco_system/README.txt
@@ -0,0 +1,2 @@
+This was generated with the cco_stores fixture by setting the
+output directory to this directory instead of tmp_path.
diff --git a/test_files/openmm/cco_system/state.csv b/test_files/openmm/cco_system/state.csv
new file mode 100644
index 0000000000..0d74a44a08
--- /dev/null
+++ b/test_files/openmm/cco_system/state.csv
@@ -0,0 +1,21 @@
+#"Step","Potential Energy (kJ/mole)","Kinetic Energy (kJ/mole)","Total Energy (kJ/mole)","Temperature (K)","Box Volume (nm^3)","Density (g/mL)"
+10,5413.378492197327,4087.216845506488,9500.595337703815,182.06636873309895,19.12470740059538,0.800000000276463
+20,3296.3967351450588,6322.111755583399,9618.508490728458,281.6204702545625,19.12470740059538,0.800000000276463
+30,1846.322391651846,7742.772431472921,9589.094823124768,344.9042499604231,19.12470740059538,0.800000000276463
+40,994.5531224833028,8350.600661013901,9345.153783497204,371.980150933884,19.12470740059538,0.800000000276463
+50,1373.546329720424,7831.065416082506,9204.61174580293,348.83728892069945,19.12470740059538,0.800000000276463
+60,1812.625880108587,7382.149735722573,9194.77561583116,328.8401977753302,19.12470740059538,0.800000000276463
+70,1818.147693996009,7523.999637883347,9342.147331879356,335.1589465884623,19.12470740059538,0.800000000276463
+80,816.6245944893399,8642.044169104422,9458.668763593761,384.9625942968324,19.12470740059538,0.800000000276463
+90,549.7934059674963,8657.49659659637,9207.290002563866,385.6509275729744,19.12470740059538,0.800000000276463
+100,731.4980404325869,8224.780290955312,8956.278331387899,366.37544270451593,19.12470740059538,0.800000000276463
+110,665.4034322223547,8214.207910333776,8879.61134255613,365.90449266164177,19.12470740059538,0.800000000276463
+120,910.2993633048156,8135.970835778805,9046.270199083621,362.4193973992789,19.12470740059538,0.800000000276463
+130,895.8814789578792,8240.739195622755,9136.620674580634,367.0863371668329,19.12470740059538,0.800000000276463
+140,968.4940971232675,8105.346420326393,9073.84051744966,361.05522311473504,19.12470740059538,0.800000000276463
+150,407.94671371424033,8503.236510054367,8911.183223768607,378.7793631664925,19.12470740059538,0.800000000276463
+160,475.1861064773668,8324.570493981431,8799.756600458799,370.8206289001245,19.12470740059538,0.800000000276463
+170,605.6421324317328,8182.287603582712,8787.929736014445,364.4825924888134,19.12470740059538,0.800000000276463
+180,714.3141731497333,8075.9619965597785,8790.276169709512,359.7462846525187,19.12470740059538,0.800000000276463
+190,668.0097616597475,8084.611979025244,8752.621740684992,360.1316008607409,19.12470740059538,0.800000000276463
+200,445.12249969280833,8304.603489786214,8749.725989479022,369.9311923750479,19.12470740059538,0.800000000276463
diff --git a/test_files/openmm/cco_system/state2.csv b/test_files/openmm/cco_system/state2.csv
new file mode 100644
index 0000000000..09abc912cf
--- /dev/null
+++ b/test_files/openmm/cco_system/state2.csv
@@ -0,0 +1,21 @@
+#"Step","Potential Energy (kJ/mole)","Kinetic Energy (kJ/mole)","Total Energy (kJ/mole)","Temperature (K)","Box Volume (nm^3)","Density (g/mL)"
+10,-974.1062738848082,1715.8528468038955,741.7465729190874,76.43320844143346,19.12470740059538,0.800000000276463
+20,-1835.3373743377147,2724.6453037748593,889.3079294371446,121.37018790411335,19.12470740059538,0.800000000276463
+30,-2460.604151241669,3395.460312999958,934.8561617582891,151.2518549254136,19.12470740059538,0.800000000276463
+40,-2331.1485046090006,3142.9300853806258,811.7815807716252,140.00281596420885,19.12470740059538,0.800000000276463
+50,-2681.7866257549854,3489.9919071250138,808.2052813700284,155.4627947222149,19.12470740059538,0.800000000276463
+60,-2427.5852563012204,3317.876637920656,890.2913816194355,147.79586554961458,19.12470740059538,0.800000000276463
+70,-2174.151592777748,3277.075005858778,1102.9234130810296,145.97834392825573,19.12470740059538,0.800000000276463
+80,-2505.83500712526,3663.9338914773552,1158.0988843520954,163.2110954995709,19.12470740059538,0.800000000276463
+90,-2672.653938577252,3790.7176021307832,1118.0636635535311,168.85871604080916,19.12470740059538,0.800000000276463
+100,-2583.7142366802664,3818.1854975253723,1234.471260845106,170.08228213976267,19.12470740059538,0.800000000276463
+110,-2427.6775000513217,3782.819384559717,1355.1418845083954,168.50688743787882,19.12470740059538,0.800000000276463
+120,-2587.124150161366,4022.0127598293616,1434.8886096679958,179.16183208761905,19.12470740059538,0.800000000276463
+130,-2677.26568266909,4044.8604083623563,1367.5947256932664,180.17958782697156,19.12470740059538,0.800000000276463
+140,-2806.6524557939133,4158.406931755463,1351.7544759615498,185.2375536697134,19.12470740059538,0.800000000276463
+150,-2793.149222856601,4123.585602474175,1330.436379617574,183.6864265295731,19.12470740059538,0.800000000276463
+160,-2497.2711587511058,3893.9387585969416,1396.6675998458359,173.45673514392715,19.12470740059538,0.800000000276463
+170,-2279.0471939170166,3806.64740007019,1527.6002061531735,169.56831393470813,19.12470740059538,0.800000000276463
+180,-2487.59240902866,4177.004595242134,1689.4121862134743,186.06599247928153,19.12470740059538,0.800000000276463
+190,-2455.1114817948355,4179.4380444095,1724.326562614665,186.17439124307265,19.12470740059538,0.800000000276463
+200,-2620.5373491439705,4389.7855032129655,1769.248154068995,195.54438540883024,19.12470740059538,0.800000000276463
diff --git a/test_files/openmm/cco_system/taskdoc.json b/test_files/openmm/cco_system/taskdoc.json
new file mode 100644
index 0000000000..fe2a3375a5
--- /dev/null
+++ b/test_files/openmm/cco_system/taskdoc.json
@@ -0,0 +1 @@
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\"\", \"atoms\": [{\"atomic_number\": 6, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 6, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 8, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}], \"bonds\": [{\"atom1\": 0, \"atom2\": 1, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 2, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 3, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 4, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 5, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 6, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 7, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 2, \"atom2\": 8, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}], \"properties\": {}, \"conformers_unit\": \"angstrom\", \"conformers\": [[0.8816532116573913, -0.04478117708257184, -0.014743243895778803, -0.5817100389320651, -0.3757245938565153, 0.05098496972106862, -1.3500406241877503, 0.7580698265326254, 0.17615781861289537, 1.265046677291661, 0.17421359363216904, 1.012247464634843, 1.0164929487242131, 0.8705406288850337, -0.6089890569555672, 1.4763580189883834, -0.8945496462334184, -0.3918501694918828, -0.7853555890656257, -0.9968277403711971, 0.9683282753725868, -0.8355056252800921, -1.003544940518277, -0.8158894606806748, -1.0869389791961126, 1.5126040490121524, -0.37624659731749177]], \"partial_charges\": [0.0, 0.28, -0.68, 0.0, 0.0, 0.0, 0.0, 0.0, 0.4], \"partial_charge_unit\": \"elementary_charge\", \"hierarchy_schemes\": {}}"}],"force_field":"openff_unconstrained-2.1.1.offxml","task_type":"test","last_updated":"2024-07-27T00:18:08.316751Z","task_name":"nvt2"}
diff --git a/test_files/openmm/cco_system/trajectory.h5md b/test_files/openmm/cco_system/trajectory.h5md
new file mode 100644
index 0000000000..dbe9022f46
Binary files /dev/null and b/test_files/openmm/cco_system/trajectory.h5md differ
diff --git a/test_files/openmm/cco_system/trajectory2.h5md b/test_files/openmm/cco_system/trajectory2.h5md
new file mode 100644
index 0000000000..379a8a70ba
Binary files /dev/null and b/test_files/openmm/cco_system/trajectory2.h5md differ
diff --git a/test_files/openmm/ec_emc_system/README.md b/test_files/openmm/ec_emc_system/README.md
new file mode 100644
index 0000000000..a78df6bcb0
--- /dev/null
+++ b/test_files/openmm/ec_emc_system/README.md
@@ -0,0 +1,69 @@
+
+# Creation Code for Water System
+
+Executed on Perlmutter
+
+```python
+from atomate2.openff.core import generate_interchange
+import numpy as np
+from jobflow import run_locally, Flow
+from atomate2.openmm.flows.core import AnnealMaker, ProductionMaker
+from atomate2.openmm.jobs.core import (
+ EnergyMinimizationMaker,
+ NPTMaker,
+ NVTMaker,
+)
+
+charges = np.array([1.34, -0.39, -0.39, -0.39, -0.39, -0.39, -0.39])
+
+mol_specs_dicts = [
+ {"smile": "C1COC(=O)O1", "count": 100, "name": "EC"},
+ {"smile": "CCOC(=O)OC", "count": 100, "name": "EMC"},
+ {
+ "smile": "F[P-](F)(F)(F)(F)F",
+ "count": 50,
+ "name": "PF6",
+ "partial_charges": charges,
+ "geometry": "pf6.xyz",
+ "charge_scaling": 0.8,
+ "charge_method": "RESP",
+ },
+ {"smile": "[Li+]", "count": 50, "name": "Li", "charge_scaling": 0.8}
+]
+
+setup = generate_interchange(mol_specs_dicts, 1.3)
+
+
+production_maker = ProductionMaker(
+ name="test_production",
+ energy_maker=EnergyMinimizationMaker(
+ platform_name="CUDA",
+ platform_properties={"DeviceIndex": "0"},
+ ),
+ npt_maker=NPTMaker(n_steps=50000),
+ anneal_maker=AnnealMaker.from_temps_and_steps(n_steps=1000000),
+ nvt_maker=NVTMaker(n_steps=500000),
+)
+
+production_flow = production_maker.make(
+ setup.output.interchange,
+ prev_task=setup.output,
+ output_dir="/pscratch/sd/o/oac/ec_emc_test_dcd"
+)
+
+run_locally(Flow([setup, production_flow]), ensure_success=True)
+
+```
+
+
+We did not yet reduce the trajectory length but could with
+
+```python
+# Create a writer for the output DCD file
+with mda.Writer("every_10th_frame.dcd", u.atoms.n_atoms) as writer:
+
+ # Iterate over the trajectory with a step size of 10
+ for ts in u.trajectory[::10]:
+ # Write the current frame to the output DCD file
+ writer.write(u.atoms)
+```
diff --git a/test_files/openmm/ec_emc_system/state.csv b/test_files/openmm/ec_emc_system/state.csv
new file mode 100644
index 0000000000..f10e844ffe
--- /dev/null
+++ b/test_files/openmm/ec_emc_system/state.csv
@@ -0,0 +1,51 @@
+#"Step","Potential Energy (kJ/mole)","Kinetic Energy (kJ/mole)","Total Energy (kJ/mole)","Temperature (K)","Box Volume (nm^3)","Density (g/mL)"
+1000,3174.5138688517327,6795.680765662342,9970.194634514075,187.89253558730243,34.433503247772386,1.2929962106646107
+2000,5694.8960634558025,9437.417858311906,15132.313921767709,260.9334416876903,34.92273282875758,1.2748827372013314
+3000,6466.804237674514,10171.187851719093,16637.992089393607,281.22131413982083,34.93345359646877,1.2744914869733288
+4000,6944.568936017429,10872.604905285873,17817.1738413033,300.6146660707649,35.31306494359034,1.260790851499241
+5000,7212.676289522846,10863.800154195167,18076.476443718013,300.37122511691564,35.25017913966127,1.263040083934878
+6000,6780.990498466243,10887.469926543534,17668.460425009776,301.02566632695317,34.94717692529969,1.2739910097586646
+7000,6416.363757544619,10782.428082548082,17198.7918400927,298.1213835785937,34.63419880707467,1.2855036568705827
+8000,6545.655309364607,10883.687147535384,17429.34245689999,300.9210769614551,34.80670106666934,1.2791326915469043
+9000,6684.604275664489,11100.529341250658,17785.133616915147,306.91650714783833,34.81559511010055,1.2788059224172392
+10000,6571.29129294664,10871.630028478336,17442.921321424976,300.58771188007086,34.66952879383501,1.2841936642413871
+11000,6782.845309573517,10819.553243115544,17602.39855268906,299.147850358545,34.75040717851,1.2812048213009244
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diff --git a/test_files/openmm/ec_emc_system/state2.csv b/test_files/openmm/ec_emc_system/state2.csv
new file mode 100644
index 0000000000..3c97c443b4
--- /dev/null
+++ b/test_files/openmm/ec_emc_system/state2.csv
@@ -0,0 +1,334 @@
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diff --git a/test_files/openmm/ec_emc_system/state3.csv b/test_files/openmm/ec_emc_system/state3.csv
new file mode 100644
index 0000000000..a51f48fa7f
--- /dev/null
+++ b/test_files/openmm/ec_emc_system/state3.csv
@@ -0,0 +1,334 @@
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diff --git a/test_files/openmm/ec_emc_system/state4.csv b/test_files/openmm/ec_emc_system/state4.csv
new file mode 100644
index 0000000000..3931a7532d
--- /dev/null
+++ b/test_files/openmm/ec_emc_system/state4.csv
@@ -0,0 +1,334 @@
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diff --git a/test_files/openmm/ec_emc_system/state5.csv b/test_files/openmm/ec_emc_system/state5.csv
new file mode 100644
index 0000000000..4dc0cf6305
--- /dev/null
+++ b/test_files/openmm/ec_emc_system/state5.csv
@@ -0,0 +1,501 @@
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diff --git a/test_files/openmm/ec_emc_system/taskdoc.json b/test_files/openmm/ec_emc_system/taskdoc.json
new file mode 100644
index 0000000000..8db4114290
--- /dev/null
+++ b/test_files/openmm/ec_emc_system/taskdoc.json
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diff --git a/test_files/openmm/ec_emc_system/trajectory5.dcd b/test_files/openmm/ec_emc_system/trajectory5.dcd
new file mode 100644
index 0000000000..05abd5e207
Binary files /dev/null and b/test_files/openmm/ec_emc_system/trajectory5.dcd differ
diff --git a/test_files/openmm/opls_stores/blob_store.json b/test_files/openmm/opls_stores/blob_store.json
new file mode 100644
index 0000000000..8afeb32ff9
--- /dev/null
+++ b/test_files/openmm/opls_stores/blob_store.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/test_files/openmm/opls_stores/docs_store.json b/test_files/openmm/opls_stores/docs_store.json
new file mode 100644
index 0000000000..d2ab5738ee
--- /dev/null
+++ b/test_files/openmm/opls_stores/docs_store.json
@@ -0,0 +1 @@
+[{"uuid":"587a88e9-d471-41ee-ae94-ed1c191a43f4","index":1,"output":{"tags":null,"dir_name":"/private/var/folders/sd/xp1n3cv53j1dg1ssw592wgdh0000gn/T/pytest-of-orioncohen/pytest-32/test_electrolyte_builder_w_opl0","state":"successful","job_uuids":null,"calcs_reversed":null,"interchange":{"@class":"","@module":"","blob_uuid":"edaf61f6-726d-4ec1-a49d-53323b3336fc","store":"data"},"mol_specs":[{"name":"ethanol","count":10,"charge_scaling":1,"charge_method":"mmff94","openff_mol":"{\"name\": \"\", \"atoms\": [{\"atomic_number\": 6, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 6, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 8, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}], \"bonds\": [{\"atom1\": 0, \"atom2\": 1, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 2, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 3, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 4, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 5, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 6, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 7, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 2, \"atom2\": 8, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}], \"properties\": {}, \"conformers_unit\": \"angstrom\", \"conformers\": [[0.8816532116573907, -0.04478117708257129, -0.014743243895777598, -0.5815975314350039, -0.37614509852738376, 0.05108010828191213, -1.3483937058957056, 0.7520373860195496, 0.18067007851939917, 1.2650466772916604, 0.17421359363217034, 1.0122474646348432, 1.0164929487242138, 0.8705406288850329, -0.608989056955567, 1.4768039662343542, -0.8948271386205192, -0.39192779401110706, -0.7879139119557719, -0.9889387157227069, 0.9647850165585624, -0.8350401679279612, -1.0051240322665924, -0.816780837253929, -1.0870514866931746, 1.5130245536830211, -0.3763417358783349]], \"partial_charges\": [0.0, 0.28, -0.68, 0.0, 0.0, 0.0, 0.0, 0.0, 0.4], \"partial_charge_unit\": \"elementary_charge\", \"hierarchy_schemes\": {}}"},{"name":"water","count":300,"charge_scaling":1,"charge_method":"mmff94","openff_mol":"{\"name\": \"\", \"atoms\": [{\"atomic_number\": 6, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 8, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": 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\ No newline at end of file
diff --git a/test_files/openmm/opls_xml_files/CCO.xml b/test_files/openmm/opls_xml_files/CCO.xml
new file mode 100644
index 0000000000..6e8c4ea08b
--- /dev/null
+++ b/test_files/openmm/opls_xml_files/CCO.xml
@@ -0,0 +1,88 @@
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diff --git a/test_files/openmm/opls_xml_files/CO.xml b/test_files/openmm/opls_xml_files/CO.xml
new file mode 100644
index 0000000000..4381bd9348
--- /dev/null
+++ b/test_files/openmm/opls_xml_files/CO.xml
@@ -0,0 +1,56 @@
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diff --git a/test_files/openmm/water_stores/blob_store.json b/test_files/openmm/water_stores/blob_store.json
new file mode 100644
index 0000000000..1a157a667a
--- /dev/null
+++ b/test_files/openmm/water_stores/blob_store.json
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\ No newline at end of file
diff --git a/test_files/openmm/water_stores/docs_store.json b/test_files/openmm/water_stores/docs_store.json
new file mode 100644
index 0000000000..8b3f85f7bd
--- /dev/null
+++ b/test_files/openmm/water_stores/docs_store.json
@@ -0,0 +1 @@
+[{"uuid":"abf6f870-bce4-423e-b59a-5f6d1d60dadb","index":1,"output":{"tags":null,"dir_name":"/private/var/folders/sd/xp1n3cv53j1dg1ssw592wgdh0000gn/T/pytest-of-orioncohen/pytest-32/test_instantiate_universe0","state":"successful","job_uuids":null,"calcs_reversed":null,"interchange":{"@class":"","@module":"","blob_uuid":"dcadd381-1e8a-42ef-88f9-df52da6e6da8","store":"data"},"mol_specs":[{"name":"Br","count":400,"charge_scaling":1,"charge_method":"mmff94","openff_mol":"{\"name\": \"\", \"atoms\": [{\"atomic_number\": 35, \"formal_charge\": -1, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}], \"bonds\": [], \"properties\": {}, \"conformers_unit\": \"angstrom\", \"conformers\": [[0.0, 0.0, 0.0]], \"partial_charges\": [-1.0], \"partial_charge_unit\": \"elementary_charge\", \"hierarchy_schemes\": {}}"},{"name":"ethanol","count":10,"charge_scaling":1,"charge_method":"mmff94","openff_mol":"{\"name\": \"\", \"atoms\": [{\"atomic_number\": 6, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 6, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 8, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}], \"bonds\": [{\"atom1\": 0, \"atom2\": 1, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 2, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 3, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 4, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 5, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 6, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 1, \"atom2\": 7, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 2, \"atom2\": 8, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}], \"properties\": {}, \"conformers_unit\": \"angstrom\", \"conformers\": [[0.8816532116573907, -0.04478117708257129, -0.014743243895777598, -0.5815975314350039, -0.37614509852738376, 0.05108010828191213, -1.3483937058957056, 0.7520373860195496, 0.18067007851939917, 1.2650466772916604, 0.17421359363217034, 1.0122474646348432, 1.0164929487242138, 0.8705406288850329, -0.608989056955567, 1.4768039662343542, -0.8948271386205192, -0.39192779401110706, -0.7879139119557719, -0.9889387157227069, 0.9647850165585624, -0.8350401679279612, -1.0051240322665924, -0.816780837253929, -1.0870514866931746, 1.5130245536830211, -0.3763417358783349]], \"partial_charges\": [0.0, 0.28, -0.68, 0.0, 0.0, 0.0, 0.0, 0.0, 0.4], \"partial_charge_unit\": \"elementary_charge\", 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false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}, {\"atomic_number\": 1, \"formal_charge\": 0, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}], \"bonds\": [{\"atom1\": 0, \"atom2\": 1, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 2, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}], \"properties\": {}, \"conformers_unit\": \"angstrom\", \"conformers\": [[-0.0008161597176171646, 0.3663784284751257, -0.0, -0.8123162006042906, -0.18348210785835464, -0.0, 0.8131323603219076, -0.18289632061677064, 0.0]], \"partial_charges\": [-0.86, 0.43, 0.43], \"partial_charge_unit\": \"elementary_charge\", \"hierarchy_schemes\": {}}"},{"name":"Na","count":400,"charge_scaling":1,"charge_method":"mmff94","openff_mol":"{\"name\": \"\", \"atoms\": [{\"atomic_number\": 11, \"formal_charge\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}], \"bonds\": [], \"properties\": {}, \"conformers_unit\": \"angstrom\", \"conformers\": [[0.0, 0.0, 0.0]], \"partial_charges\": [1.0], \"partial_charge_unit\": \"elementary_charge\", \"hierarchy_schemes\": {}}"}],"structure":null,"force_field":"openff_unconstrained-2.1.1.offxml","task_type":"collect","last_updated":"2024-10-19T17:53:20.200000","task_name":"nvt3","@module":"emmet.core.openmm.tasks","@class":"OpenMMTaskDocument","@version":null},"completed_at":"2024-10-19T13:53:20.400295","metadata":{},"hosts":["6407851a-4939-42af-bb07-c518ae4c47cb","e4b2d03d-3205-4707-9018-3525b62389b2"],"name":"collect_outputs","@module":"jobflow.core.schemas","@class":"JobStoreDocument","@version":"0.1.18"}]
\ No newline at end of file
diff --git a/test_files/openmm/water_system/README.txt b/test_files/openmm/water_system/README.txt
new file mode 100644
index 0000000000..43bfff0a2b
--- /dev/null
+++ b/test_files/openmm/water_system/README.txt
@@ -0,0 +1,2 @@
+This was generated with the water_stores fixture by setting the
+output directory to this directory instead of tmp_path.
diff --git a/test_files/openmm/water_system/state.csv b/test_files/openmm/water_system/state.csv
new file mode 100644
index 0000000000..58c0eac73f
--- /dev/null
+++ b/test_files/openmm/water_system/state.csv
@@ -0,0 +1,11 @@
+#"Step","Potential Energy (kJ/mole)","Kinetic Energy (kJ/mole)","Total Energy (kJ/mole)","Temperature (K)","Box Volume (nm^3)","Density (g/mL)"
+10,-45829.8709710124,194112.3918207557,148282.5208497433,9209.60730069376,101.34345484795536,0.8000000002764678
+20,-81358.19246086058,228918.41260538177,147560.2201445212,10860.969071673268,101.34345484795536,0.8000000002764678
+30,-95617.57215703138,238089.26875098175,142471.6965939504,11296.07773691562,101.92223840563966,0.7954570579946797
+40,-121907.1250910735,258973.1047863412,137065.97969526768,12286.905406461508,102.51979027510086,0.7908206180370351
+50,-145022.5237011275,276828.69651117065,131806.17281004315,13134.058884736321,103.02134429813748,0.7869705492461548
+60,-163569.16176610126,290148.7178421011,126579.55607599986,13766.023513805494,103.02134429813748,0.7869705492461548
+70,-170386.8819784144,291752.3993115435,121365.5173331291,13842.109725666722,103.02134429813748,0.7869705492461548
+80,-178240.4680430028,294127.61215006514,115887.14410706234,13954.801024213752,103.02134429813748,0.7869705492461548
+90,-183582.74459152244,293787.1309598048,110204.38636828237,13938.646990840827,103.1023136107691,0.7863525178732185
+100,-186325.64480033694,290983.49313998775,104657.84833965081,13805.629190731854,103.12570671948572,0.7861741411083422
diff --git a/test_files/openmm/water_system/state2.csv b/test_files/openmm/water_system/state2.csv
new file mode 100644
index 0000000000..68443926b4
--- /dev/null
+++ b/test_files/openmm/water_system/state2.csv
@@ -0,0 +1,11 @@
+#"Step","Potential Energy (kJ/mole)","Kinetic Energy (kJ/mole)","Total Energy (kJ/mole)","Temperature (K)","Box Volume (nm^3)","Density (g/mL)"
+10,-203957.77513656372,16840.664923620214,-187117.11021294352,799.0005644375674,103.12570671948572,0.7861741411083422
+20,-213334.553864362,26436.78786897112,-186897.7659953909,1254.285892215435,103.12570671948572,0.7861741411083422
+30,-217314.03495594847,30032.703037780335,-187281.33191816814,1424.893066135177,103.12570671948572,0.7861741411083422
+40,-221852.40736734835,33977.50923880372,-187874.89812854462,1612.05327599089,103.12570671948572,0.7861741411083422
+50,-227922.87220560928,39389.58121287947,-188533.2909927298,1868.827493735594,103.12570671948572,0.7861741411083422
+60,-232178.53881564015,43050.41447496207,-189128.12434067807,2042.5146881535113,103.12570671948572,0.7861741411083422
+70,-235378.43959814127,45540.29831396107,-189838.1412841802,2160.6465197508423,103.12570671948572,0.7861741411083422
+80,-238466.25076462154,47929.15127682697,-190537.09948779456,2273.984970123495,103.12570671948572,0.7861741411083422
+90,-240159.64552640673,48828.91375387452,-191330.73177253222,2316.673945308341,103.12570671948572,0.7861741411083422
+100,-241013.0193288516,48826.69016788355,-192186.32916096805,2316.5684479025135,103.12570671948572,0.7861741411083422
diff --git a/test_files/openmm/water_system/state3.csv b/test_files/openmm/water_system/state3.csv
new file mode 100644
index 0000000000..6ade9a60d3
--- /dev/null
+++ b/test_files/openmm/water_system/state3.csv
@@ -0,0 +1,11 @@
+#"Step","Potential Energy (kJ/mole)","Kinetic Energy (kJ/mole)","Total Energy (kJ/mole)","Temperature (K)","Box Volume (nm^3)","Density (g/mL)"
+10,-247296.15437366613,6008.290153571285,-241287.86422009484,285.0616199408444,103.12570671948572,0.7861741411083422
+20,-251524.63856933973,10513.830320509858,-241010.80824882988,498.825693557136,103.12570671948572,0.7861741411083422
+30,-252328.56212265018,11303.638830345955,-241024.92329230421,536.297933995311,103.12570671948572,0.7861741411083422
+40,-253536.32805552275,12296.114538324564,-241240.2135171982,583.385662090492,103.12570671948572,0.7861741411083422
+50,-254907.91191996392,13550.192524861215,-241357.7193951027,642.8850359950297,103.12570671948572,0.7861741411083422
+60,-255792.65902772394,14299.994598413612,-241492.66442931033,678.459182425825,103.12570671948572,0.7861741411083422
+70,-257111.32928724118,15439.021929647302,-241672.30735759388,732.5000106646839,103.12570671948572,0.7861741411083422
+80,-258207.18297664463,16397.41438631395,-241809.76859033067,777.9706685812447,103.12570671948572,0.7861741411083422
+90,-259314.8590139485,17377.28540507074,-241937.57360887778,824.4603707761142,103.12570671948572,0.7861741411083422
+100,-259958.77564177648,17891.409111235615,-242067.36653054086,848.8528240004708,103.12570671948572,0.7861741411083422
diff --git a/test_files/openmm/water_system/taskdoc.json b/test_files/openmm/water_system/taskdoc.json
new file mode 100644
index 0000000000..0664350e21
--- /dev/null
+++ b/test_files/openmm/water_system/taskdoc.json
@@ -0,0 +1 @@
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\"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}], \"bonds\": [{\"atom1\": 0, \"atom2\": 1, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}, {\"atom1\": 0, \"atom2\": 2, \"bond_order\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"fractional_bond_order\": null}], \"properties\": {}, \"conformers_unit\": \"angstrom\", \"conformers\": [[-0.0008161597176171646, 0.3663784284751257, -0.0, -0.8123162006042906, -0.18348210785835467, -0.0, 0.8131323603219076, -0.18289632061677064, 0.0]], \"partial_charges\": [-0.86, 0.43, 0.43], \"partial_charge_unit\": \"elementary_charge\", \"hierarchy_schemes\": {}}"},{"name":"Na","count":400,"charge_scaling":1,"charge_method":"mmff94","openff_mol":"{\"name\": \"\", \"atoms\": [{\"atomic_number\": 11, \"formal_charge\": 1, \"is_aromatic\": false, \"stereochemistry\": null, \"name\": \"\", \"metadata\": {}}], \"bonds\": [], \"properties\": {}, \"conformers_unit\": \"angstrom\", \"conformers\": [[0.0, 0.0, 0.0]], \"partial_charges\": [1.0], \"partial_charge_unit\": \"elementary_charge\", \"hierarchy_schemes\": {}}"}],"force_field":"openff_unconstrained-2.1.1.offxml","task_type":"test","last_updated":"2024-07-27T00:23:32.634968Z","task_name":"nvt3"}
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