11.1.1. Core object: Universe — MDAnalysis.core.universe
¶
The Universe
class ties a topology
and a trajectory together. Almost all code in MDAnalysis starts with a
Universe
.
Normally, a Universe
is created from files:
import MDAnalysis as mda
u = mda.Universe("topology.psf", "trajectory.dcd")
In order to construct new simulation system it is also convenient to
construct a Universe
from existing
AtomGroup
instances with the
Merge()
function.
11.1.1.1. Classes¶
-
class
MDAnalysis.core.universe.
Universe
(*args, **kwargs)[source]¶ The MDAnalysis Universe contains all the information describing the system.
The system always requires a topology file — in the simplest case just a list of atoms. This can be a CHARMM/NAMD PSF file or a simple coordinate file with atom informations such as XYZ, PDB, Gromacs GRO, or CHARMM CRD. See Table of Supported Topology Formats for what kind of topologies can be read.
A trajectory provides coordinates; the coordinates have to be ordered in the same way as the list of atoms in the topology. A trajectory can be a single frame such as a PDB, CRD, or GRO file, or it can be a MD trajectory (in CHARMM/NAMD/LAMMPS DCD, Gromacs XTC/TRR, or generic XYZ format). See Table of supported coordinate formats for what can be read as a “trajectory”.
As a special case, when the topology is a file that contains atom information and coordinates (such as XYZ, PDB, GRO or CRD, see Table of supported coordinate formats) then the coordinates are immediately loaded from the “topology” file unless a trajectory is supplied.
Examples for setting up a universe:
u = Universe(topology, trajectory) # read system from file(s) u = Universe(pdbfile) # read atoms and coordinates from PDB or GRO u = Universe(topology, [traj1, traj2, ...]) # read from a list of trajectories u = Universe(topology, traj1, traj2, ...) # read from multiple trajectories
Load new data into a universe (replaces old trajectory and does not append):
u.load_new(trajectory) # read from a new trajectory file
Select atoms, with syntax similar to CHARMM (see
select_atoms
for details):u.select_atoms(...)
Parameters: - topology (str, stream, ~MDAnalysis.core.topology.Topology, np.ndarray, None) – A CHARMM/XPLOR PSF topology file, PDB file or Gromacs GRO file; used to
define the list of atoms. If the file includes bond information,
partial charges, atom masses, … then these data will be available to
MDAnalysis. Alternatively, an existing
MDAnalysis.core.topology.Topology
instance may be given, numpy coordinates, or None for an empty universe. - coordinates (str, stream, list of str, list of stream (optional)) – Coordinates can be provided as files of a single frame (eg a PDB, CRD, or GRO file); a list of single frames; or a trajectory file (in CHARMM/NAMD/LAMMPS DCD, Gromacs XTC/TRR, or generic XYZ format). The coordinates must be ordered in the same way as the list of atoms in the topology. See Table of supported coordinate formats for what can be read as coordinates. Alternatively, streams can be given.
- topology_format (str,
None
, defaultNone
) – Provide the file format of the topology file;None
guesses it from the file extension. Can also pass a subclass ofMDAnalysis.topology.base.TopologyReaderBase
to define a custom reader to be used on the topology file. - format (str,
None
, defaultNone
) – Provide the file format of the coordinate or trajectory file;None
guesses it from the file extension. Note that this keyword has no effect if a list of file names is supplied because the “chained” reader has to guess the file format for each individual list member. Can also pass a subclass ofMDAnalysis.coordinates.base.ProtoReader
to define a custom reader to be used on the trajectory file. - all_coordinates (bool, default
False
) – If set toTrue
specifies that if more than one filename is passed they are all to be used, if possible, as coordinate files (employing aMDAnalysis.coordinates.chain.ChainReader
). The default behavior is to take the first file as a topology and the remaining as coordinates. The first argument will always always be used to infer a topology regardless of all_coordinates. - guess_bonds (bool, default
False
) – Once Universe has been loaded, attempt to guess the connectivity between atoms. This will populate the .bonds, .angles, and .dihedrals attributes of the Universe. - vdwradii (dict,
None
, defaultNone
) – For use with guess_bonds. Supply a dict giving a vdwradii for each atom type which are used in guessing bonds. - is_anchor (bool, default
True
) – When unpickling instances ofMDAnalysis.core.groups.AtomGroup
existing Universes are searched for one where to anchor those atoms. Set toFalse
to prevent this Universe from being considered. - anchor_name (str,
None
, defaultNone
) – Setting to other thanNone
will causeMDAnalysis.core.groups.AtomGroup
instances pickled from the Universe to only unpickle if a compatible Universe with matching anchor_name is found. Even if anchor_name is set is_anchor will still be honored when unpickling. - transformations (function or list,
None
, defaultNone
) – Provide a list of transformations that you wish to apply to the trajectory upon reading. Transformations can be found inMDAnalysis.transformations
, or can be user-created. - in_memory (bool, default
False
) – After reading in the trajectory, transfer it to an in-memory representations, which allow for manipulation of coordinates. - in_memory_step (int, default 1) – Only read every nth frame into in-memory representation.
- continuous (bool, default
False
) – The continuous option is used by theChainReader
, which contains the functionality to treat independent trajectory files as a single virtual trajectory.
-
trajectory
¶ currently loaded trajectory reader;
-
dimensions
¶ current system dimensions (simulation unit cell, if set in the trajectory)
-
atoms, residues, segments
master Groups for each topology level
-
bonds, angles, dihedrals
master ConnectivityGroups for each connectivity type
-
.. versionchanged:: 1.0.0
Universe() now raises an error. Use Universe(None) or
Universe.empty()
instead. Removed instant selectors.
-
add_Residue
(segment=None, **attrs)[source]¶ Add a new Residue to this Universe
New Residues will not contain any Atoms, but can be assigned to Atoms as per usual. If the Universe contains multiple segments, this must be specified as a keyword.
Parameters: - segment (MDAnalysis.Segment) – If there are multiple segments, then the Segment that the new Residue will belong in must be specified.
- attrs (dict) – For each Residue attribute, the value for the new Residue must be specified
Returns: Return type: A reference to the new Residue
Raises: NoDataError
– If any information was missing. This happens before any changes have been made, ie the change is rolled back.Example
Adding a new GLY residue, then placing atoms within it:
>>> newres = u.add_Residue(segment=u.segments[0], resid=42, resname='GLY') >>> u.atoms[[1, 2, 3]].residues = newres >>> u.select_atoms('resname GLY and resid 42') <AtomGroup with 3 atoms>
-
add_Segment
(**attrs)[source]¶ Add a new Segment to this Universe
Parameters: attrs (dict) – For each Segment attribute as a key, give the value in the new Segment Returns: Return type: A reference to the new Segment Raises: NoDataError
– If any attributes were not specified as a keyword.
-
add_TopologyAttr
(topologyattr, values=None)[source]¶ Add a new topology attribute to the Universe
Adding a TopologyAttribute to the Universe makes it available to all AtomGroups etc throughout the Universe.
Parameters: - topologyattr (TopologyAttr or string) – Either a MDAnalysis TopologyAttr object or the name of a possible topology attribute.
- values (np.ndarray, optional) – If initiating an attribute from a string, the initial values to use. If not supplied, the new TopologyAttribute will have empty or zero values.
Example
For example to add bfactors to a Universe:
>>> u.add_TopologyAttr('bfactors') >>> u.atoms.bfactors array([ 0., 0., 0., ..., 0., 0., 0.])
Changed in version 0.17.0: Can now also add TopologyAttrs with a string of the name of the attribute to add (eg ‘charges’), can also supply initial values using values keyword.
-
add_angles
(values, types=None, guessed=False)[source]¶ Add new Angles to this Universe.
Parameters: - values (iterable of tuples, AtomGroups, or Angles; or TopologyGroup) – An iterable of: tuples of 3 atom indices, or AtomGroups with 3 atoms, or Angles. If every value is a Angle, all keywords are ignored. If AtomGroups, Angles, or a TopologyGroup are passed, they must be from the same Universe.
- types (iterable (optional, default None)) – None, or an iterable of hashable values with the same length as
values
- guessed (bool or iterable (optional, default False)) – bool, or an iterable of hashable values with the same length as
values
- versionadded: (.) – 1.0.0:
-
add_bonds
(values, types=None, guessed=False, order=None)[source]¶ Add new Bonds to this Universe.
Parameters: - values (iterable of tuples, AtomGroups, or Bonds; or TopologyGroup) – An iterable of: tuples of 2 atom indices, or AtomGroups with 2 atoms, or Bonds. If every value is a Bond, all keywords are ignored. If AtomGroups, Bonds, or a TopologyGroup are passed, they must be from the same Universe.
- types (iterable (optional, default None)) – None, or an iterable of hashable values with the same length as
values
- guessed (bool or iterable (optional, default False)) – bool, or an iterable of hashable values with the same length as
values
- order (iterable (optional, default None)) – None, or an iterable of hashable values with the same length as
values
Example
Adding TIP4P water bonds with a list of AtomGroups:
import MDAnalysis as mda from MDAnalysis.tests.datafiles import GRO u = mda.Universe(GRO) sol = u.select_atoms('resname SOL') ow_hw1 = sol.select_atoms('name OW or name HW1').split('residue') ow_hw2 = sol.select_atoms('name OW or name HW2').split('residue') ow_mw = sol.select_atoms('name OW or name MW').split('residue') u.add_bonds(ow_hw1 + ow_hw2 + ow_mw)
You can only add bonds from the same Universe. If you would like to add AtomGroups, Bonds, or a TopologyGroup from a different Universe, convert them to indices first.
from MDAnalysis.tests.datafiles import PSF u2 = mda.Universe(PSF) # assuming you have already added bonds to u u2.add_bonds(u.bonds.to_indices())
New in version 1.0.0.
-
add_dihedrals
(values, types=None, guessed=False)[source]¶ Add new Dihedrals to this Universe.
Parameters: - values (iterable of tuples, AtomGroups, or Dihedrals; or TopologyGroup) – An iterable of: tuples of 4 atom indices, or AtomGroups with 4 atoms, or Dihedrals. If every value is a Dihedral, all keywords are ignored. If AtomGroups, Dihedrals, or a TopologyGroup are passed, they must be from the same Universe.
- types (iterable (optional, default None)) – None, or an iterable of hashable values with the same length as
values
- guessed (bool or iterable (optional, default False)) – bool, or an iterable of hashable values with the same length as
values
New in version 1.0.0.
-
add_impropers
(values, types=None, guessed=False)[source]¶ Add new Impropers to this Universe.
Parameters: - values (iterable of tuples, AtomGroups, or Impropers; or TopologyGroup) – An iterable of: tuples of 4 atom indices, or AtomGroups with 4 atoms, or Impropers. If every value is an Improper, all keywords are ignored. If AtomGroups, Impropers, or a TopologyGroup are passed, they must be from the same Universe.
- types (iterable (optional, default None)) – None, or an iterable of hashable values with the same length as
values
- guessed (bool or iterable (optional, default False)) – bool, or an iterable of hashable values with the same length as
values
New in version 1.0.0.
-
angles
¶ Angles between atoms
-
bonds
¶ Bonds between atoms
-
coord
¶ Reference to current timestep and coordinates of universe.
The raw trajectory coordinates are
Universe.coord.positions
, represented as anumpy.float32
array.Because
coord
is a reference to aTimestep
, it changes its contents while one is stepping through the trajectory.Note
In order to access the coordinates it is better to use the
AtomGroup.positions()
method; for instance, all coordinates of the Universe as a numpy array:Universe.atoms.positions()
.
-
delete_angles
(values)[source]¶ Delete Angles from this Universe.
Parameters: values (iterable of tuples, AtomGroups, or Angles; or TopologyGroup) – An iterable of: tuples of 3 atom indices, or AtomGroups with 3 atoms, or Angles. If AtomGroups, Angles, or a TopologyGroup are passed, they must be from the same Universe. New in version 1.0.0.
-
delete_bonds
(values)[source]¶ Delete Bonds from this Universe.
Parameters: values (iterable of tuples, AtomGroups, or Bonds; or TopologyGroup) – An iterable of: tuples of 2 atom indices, or AtomGroups with 2 atoms, or Bonds. If AtomGroups, Bonds, or a TopologyGroup are passed, they must be from the same Universe. Example
Deleting bonds from a Universe:
import MDAnalysis as mda from MDAnalysis.tests.datafiles import PSF u = mda.Universe(PSF) # delete first 5 bonds u.delete_bonds(u.bonds[:5])
If you are deleting bonds in the form of AtomGroups, Bonds, or a TopologyGroup, they must come from the same Universe. If you want to delete bonds from another Universe, convert them to indices first.
from MDAnalysis.tests.datafiles import PDB u2 = mda.Universe(PDB) u.delete_bonds(u2.bonds.to_indices())
New in version 1.0.0.
-
delete_dihedrals
(values)[source]¶ Delete Dihedrals from this Universe.
Parameters: values (iterable of tuples, AtomGroups, or Dihedrals; or TopologyGroup) – An iterable of: tuples of 4 atom indices, or AtomGroups with 4 atoms, or Dihedrals. If AtomGroups, Dihedrals, or a TopologyGroup are passed, they must be from the same Universe. New in version 1.0.0.
-
delete_impropers
(values)[source]¶ Delete Impropers from this Universe.
Parameters: values (iterable of tuples, AtomGroups, or Impropers; or TopologyGroup) – An iterable of: tuples of 4 atom indices, or AtomGroups with 4 atoms, or Impropers. If AtomGroups, Angles, or a TopologyGroup are passed, they must be from the same Universe. New in version 1.0.0.
-
dihedrals
¶ Dihedral angles between atoms
-
dimensions
Current dimensions of the unitcell
-
classmethod
empty
(n_atoms, n_residues=1, n_segments=1, atom_resindex=None, residue_segindex=None, trajectory=False, velocities=False, forces=False)[source]¶ Create a blank Universe
Useful for building a Universe without requiring existing files, for example for system building.
If trajectory is set to True, a
MDAnalysis.coordinates.memory.MemoryReader
will be attached to the Universe.Parameters: - n_atoms (int) – number of Atoms in the Universe
- n_residues (int, default 1) – number of Residues in the Universe, defaults to 1
- n_segments (int, default 1) – number of Segments in the Universe, defaults to 1
- atom_resindex (array like, optional) – mapping of atoms to residues, e.g. with 6 atoms, atom_resindex=[0, 0, 1, 1, 2, 2] would put 2 atoms into each of 3 residues.
- residue_segindex (array like, optional) – mapping of residues to segments
- trajectory (bool, optional) – if True, attaches a
MDAnalysis.coordinates.memory.MemoryReader
allowing coordinates to be set and written. Default is False - velocities (bool, optional) – include velocities in the
MDAnalysis.coordinates.memory.MemoryReader
- forces (bool, optional) – include forces in the
MDAnalysis.coordinates.memory.MemoryReader
Returns: Return type: MDAnalysis.Universe object
Examples
For example to create a new Universe with 6 atoms in 2 residues, with positions for the atoms and a mass attribute:
>>> u = mda.Universe.empty(6, 2, atom_resindex=np.array([0, 0, 0, 1, 1, 1]), trajectory=True, ) >>> u.add_TopologyAttr('masses')
New in version 0.17.0.
Changed in version 0.19.0: The attached Reader when trajectory=True is now a MemoryReader
Changed in version 1.0.0: Universes can now be created with 0 atoms
-
impropers
¶ Improper dihedral angles between atoms
-
is_anchor
¶ Is this Universe an anchoring for unpickling AtomGroups
-
kwargs
¶ keyword arguments used to initialize this universe
-
load_new
(filename, format=None, in_memory=False, in_memory_step=1, **kwargs)[source]¶ Load coordinates from filename.
The file format of filename is autodetected from the file name suffix or can be explicitly set with the format keyword. A sequence of files can be read as a single virtual trajectory by providing a list of filenames.
Parameters: - filename (str or list) – the coordinate file (single frame or trajectory) or a list of filenames, which are read one after another.
- format (str or list or object (optional)) – provide the file format of the coordinate or trajectory file;
None
guesses it from the file extension. Note that this keyword has no effect if a list of file names is supplied because the “chained” reader has to guess the file format for each individual list member [None
]. Can also pass a subclass ofMDAnalysis.coordinates.base.ProtoReader
to define a custom reader to be used on the trajectory file. - in_memory (bool (optional)) –
Directly load trajectory into memory with the
MemoryReader
New in version 0.16.0.
- **kwargs (dict) – Other kwargs are passed to the trajectory reader (only for advanced use)
Returns: universe
Return type: Raises: TypeError if trajectory format can not be – determined or no appropriate trajectory reader found
Changed in version 0.8: If a list or sequence that is provided for filename only contains a single entry then it is treated as single coordinate file. This has the consequence that it is not read by the
ChainReader
but directly by its specialized file format reader, which typically has more features than theChainReader
.Changed in version 0.17.0: Now returns a
Universe
instead of the tuple of file/array and detected file type.
-
models
¶ Models in this Universe.
The MMTF format can define various models for a given structure. The topology (eg residue identity) can change between different models, resulting in a different number of atoms in each model.
Returns: Return type: A list of AtomGroups, each representing a single model. Note
This requires the underlying topology to have models. Otherwise, a
NoDataError
is raised.
-
trajectory
Reference to trajectory reader object containing trajectory data.
-
transfer_to_memory
(start=None, stop=None, step=None, verbose=False)[source]¶ Transfer the trajectory to in memory representation.
Replaces the current trajectory reader object with one of type
MDAnalysis.coordinates.memory.MemoryReader
to support in-place editing of coordinates.Parameters: New in version 0.16.0.
- topology (str, stream, ~MDAnalysis.core.topology.Topology, np.ndarray, None) – A CHARMM/XPLOR PSF topology file, PDB file or Gromacs GRO file; used to
define the list of atoms. If the file includes bond information,
partial charges, atom masses, … then these data will be available to
MDAnalysis. Alternatively, an existing
11.1.1.2. Functions¶
-
MDAnalysis.core.universe.
Merge
(*args)[source]¶ Create a new new
Universe
from one or moreAtomGroup
instances.Parameters: *args (
AtomGroup
) – One or more AtomGroups.Returns: universe
Return type: Raises: ValueError
– Too few arguments or an AtomGroup is empty andTypeError
– Arguments are notAtomGroup
instances.
Notes
The resulting
Universe
will only inherit the common topology attributes that all merged universes share.AtomGroup
instances can come from different Universes, or can come directly from aselect_atoms()
call.Merge
can also be used with a singleAtomGroup
if the user wants to, for example, re-order the atoms in theUniverse
.If multiple
AtomGroup
instances from the sameUniverse
are given, the merge will first simply “add” together theAtomGroup
instances.Merging does not create a full trajectory but only a single structure even if the input consists of one or more trajectories. However, one can use the
MemoryReader
to construct a trajectory for the new Universe as described under Creating an in-memory trajectory of a sub-system.Example
In this example, protein, ligand, and solvent were externally prepared in three different PDB files. They are loaded into separate
Universe
objects (where they could be further manipulated, e.g. renumbered, relabeled, rotated, …) TheMerge()
command is used to combine all of them together:u1 = Universe("protein.pdb") u2 = Universe("ligand.pdb") u3 = Universe("solvent.pdb") u = Merge(u1.select_atoms("protein"), u2.atoms, u3.atoms) u.atoms.write("system.pdb")
The complete system is then written out to a new PDB file.
Changed in version 0.9.0: Raises exceptions instead of assertion errors.
Changed in version 0.16.0: The trajectory is now a
MemoryReader
.