11.3.3. Topology attribute objects — MDAnalysis.core.topologyattrs
Common TopologyAttr
instances that are used by most topology
parsers.
TopologyAttrs are used to contain attributes such as atom names or resids. These are usually read by the TopologyParser.
- class MDAnalysis.core.topologyattrs.Angles(values, types=None, guessed=False, order=None)[source]
Angles between three atoms
Initialise with a list of 3 long tuples E.g., [(0, 1, 2), (1, 2, 3), (2, 3, 4)]
These indices refer to the atom indices.
- class MDAnalysis.core.topologyattrs.AtomAttr(values, guessed=False)[source]
Base class for atom attributes.
- get_residues(rg)[source]
By default, the values for each atom present in the set of residues are returned in a single array. This behavior can be overriden in child attributes.
- class MDAnalysis.core.topologyattrs.Atomindices[source]
Globally unique indices for each atom in the group.
If the group is an AtomGroup, then this gives the index for each atom in the group. This is the unambiguous identifier for each atom in the topology, and it is not alterable.
If the group is a ResidueGroup or SegmentGroup, then this gives the indices of each atom represented in the group in a 1-D array, in the order of the elements in that group.
- class MDAnalysis.core.topologyattrs.Atomnames(vals, guessed=False)[source]
Name for each atom.
- chi1_selection(n_name='N', ca_name='CA', cb_name='CB', cg_name='CG CG1 OG OG1 SG')[source]
Select AtomGroup corresponding to the chi1 sidechain dihedral
N-CA-CB-*G.
The gamma atom is taken to be the heavy atom in the gamma position. If more than one heavy atom is present (e.g. CG1 and CG2), the one with the lower number is used (CG1).Warning
This numbering of chi1 atoms here in following with the IUPAC 1970 rules. However, it should be noted that analyses which use dihedral angles may have different definitions. For example, the
MDAnalysis.analysis.dihedrals.Janin
class does not incorporate amino acids where the gamma atom is not carbon, into its chi1 selections.- Parameters
- Returns
4-atom selection in the correct order. If no CB and/or CG is found then this method returns
None
.- Return type
New in version 0.7.5.
Changed in version 1.0.0: Added arguments for flexible atom names and refactored code for faster atom matching with boolean arrays.
- chi1_selections(n_name='N', ca_name='CA', cb_name='CB', cg_name='CG')[source]
Select list of AtomGroups corresponding to the chi1 sidechain dihedral N-CA-CB-CG.
- Parameters
- Returns
List of AtomGroups – 4-atom selections in the correct order. If no CB and/or CG is found then the corresponding item in the list is
None
... versionadded:: 1.0.0
- omega_selection(c_name='C', n_name='N', ca_name='CA')[source]
Select AtomGroup corresponding to the omega protein backbone dihedral CA-C-N’-CA’.
omega describes the -C-N- peptide bond. Typically, it is trans (180 degrees) although cis-bonds (0 degrees) are also occasionally observed (especially near Proline).
- Parameters
- Returns
AtomGroup – 4-atom selection in the correct order. If no C’ found in the previous residue (by resid) then this method returns
None
... versionchanged:: 1.0.0 – Added arguments for flexible atom names and refactored code for faster atom matching with boolean arrays.
- omega_selections(c_name='C', n_name='N', ca_name='CA')[source]
Select list of AtomGroups corresponding to the omega protein backbone dihedral CA-C-N’-CA’.
omega describes the -C-N- peptide bond. Typically, it is trans (180 degrees) although cis-bonds (0 degrees) are also occasionally observed (especially near Proline).
- Parameters
- Returns
List of AtomGroups – 4-atom selections in the correct order. If no C’ found in the previous residue (by resid) then the corresponding item in the list is
None
... versionadded:: 1.0.0
- phi_selection(c_name='C', n_name='N', ca_name='CA')[source]
Select AtomGroup corresponding to the phi protein backbone dihedral C’-N-CA-C.
- Parameters
- Returns
AtomGroup – 4-atom selection in the correct order. If no C’ found in the previous residue (by resid) then this method returns
None
... versionchanged:: 1.0.0 – Added arguments for flexible atom names and refactored code for faster atom matching with boolean arrays.
- phi_selections(c_name='C', n_name='N', ca_name='CA')[source]
Select list of AtomGroups corresponding to the phi protein backbone dihedral C’-N-CA-C.
- Parameters
- Returns
list of AtomGroups – 4-atom selections in the correct order. If no C’ found in the previous residue (by resid) then corresponding item in the list is
None
... versionadded:: 1.0.0
- psi_selection(c_name='C', n_name='N', ca_name='CA')[source]
Select AtomGroup corresponding to the psi protein backbone dihedral N-CA-C-N’.
- Parameters
- Returns
AtomGroup – 4-atom selection in the correct order. If no N’ found in the following residue (by resid) then this method returns
None
... versionchanged:: 1.0.0 – Added arguments for flexible atom names and refactored code for faster atom matching with boolean arrays.
- psi_selections(c_name='C', n_name='N', ca_name='CA')[source]
Select list of AtomGroups corresponding to the psi protein backbone dihedral N-CA-C-N’.
- Parameters
- Returns
List of AtomGroups – 4-atom selections in the correct order. If no N’ found in the following residue (by resid) then the corresponding item in the list is
None
... versionadded:: 1.0.0
- class MDAnalysis.core.topologyattrs.Bonds(values, types=None, guessed=False, order=None)[source]
Bonds between two atoms
Must be initialised by a list of zero based tuples. These indices refer to the atom indices. E.g., ` [(0, 1), (1, 2), (2, 3)]`
Also adds the bonded_atoms, fragment and fragments attributes.
- fragindices()[source]
The
fragment indices
of allAtoms
in thisAtomGroup
.A
numpy.ndarray
withshape
=(
n_atoms
,)
anddtype
=numpy.int64
.New in version 0.20.0.
- fragment()[source]
An
AtomGroup
representing the fragment thisAtom
is part of.A fragment is a
group of atoms
which are interconnected byBonds
, i.e., there exists a path along one or moreBonds
between any pair ofAtoms
within a fragment. Thus, a fragment typically corresponds to a molecule.New in version 0.9.0.
- fragments()[source]
-
Contains all fragments that any
Atom
in thisAtomGroup
is part of.A fragment is a
group of atoms
which are interconnected byBonds
, i.e., there exists a path along one or moreBonds
between any pair ofAtoms
within a fragment. Thus, a fragment typically corresponds to a molecule.Note
The contents of the fragments may extend beyond the contents of this
AtomGroup
.
New in version 0.9.0.
- class MDAnalysis.core.topologyattrs.CMaps(values, types=None, guessed=False, order=None)[source]
A connection between five atoms .. versionadded:: 1.0.0
- class MDAnalysis.core.topologyattrs.ChainIDs(vals, guessed=False)[source]
ChainID per atom
Note
This is an attribute of the Atom, not Residue or Segment
- class MDAnalysis.core.topologyattrs.Charges(values, guessed=False)[source]
- center_of_charge(wrap=False, unwrap=False, compound='group')[source]
Center of (absolute) charge of (compounds of) the group
\[\boldsymbol R = \frac{\sum_i \vert q_i \vert \boldsymbol r_i} {\sum_i \vert q_i \vert}\]where \(q_i\) is the charge and \(\boldsymbol r_i\) the position of atom \(i\) in the given
MDAnalysis.core.groups.AtomGroup
. Centers of charge perResidue
,Segment
, molecule, or fragment can be obtained by setting the compound parameter accordingly. If the charges of a compound sum up to zero, the center of mass coordinates of that compound will benan
(not a number).- Parameters
wrap (bool, optional) – If
True
and compound is'group'
, move all atoms to the primary unit cell before calculation. IfTrue
and compound is notgroup
, the centers of mass of each compound will be calculated without moving any atoms to keep the compounds intact. Instead, the resulting center-of-mass position vectors will be moved to the primary unit cell after calculation.unwrap (bool, optional) – If
True
, compounds will be unwrapped before computing their centers.compound ({'group', 'segments', 'residues', 'molecules', ) – ‘fragments’}, optional If
'group'
, the center of mass of all atoms in the group will be returned as a single position vector. Otherwise, the centers of mass of eachSegment
,Residue
, molecule, or fragment will be returned as an array of position vectors, i.e. a 2d array. Note that, in any case, only the positions ofAtoms
belonging to the group will be taken into account.
- Returns
center – Position vector(s) of the center(s) of charge of the group. If compound was set to
'group'
, the output will be a single position vector. If compound was set to'segments'
or'residues'
, the output will be a 2d coordinate array of shape(n, 3)
wheren
is the number of compounds.- Return type
Note
This method can only be accessed if the underlying topology has information about atomic charges.
New in version 2.2.0.
- get_residues(rg)[source]
By default, the values for each atom present in the set of residues are returned in a single array. This behavior can be overriden in child attributes.
- get_segments(sg)[source]
By default, the values for each atom present in the set of residues are returned in a single array. This behavior can be overriden in child attributes.
- total_charge(compound='group')[source]
Total charge of (compounds of) the group.
Computes the total charge of
Atoms
in the group. Total charges perResidue
,Segment
, molecule, or fragment can be obtained by setting the compound parameter accordingly.- Parameters
compound ({'group', 'segments', 'residues', 'molecules', 'fragments'},) – optional If ‘group’, the total charge of all atoms in the group will be returned as a single value. Otherwise, the total charges per
Segment
,Residue
, molecule, or fragment will be returned as a 1d array. Note that, in any case, only the charges ofAtoms
belonging to the group will be taken into account.- Returns
Total charge of (compounds of) the group. If compound was set to
'group'
, the output will be a single value. Otherwise, the output will be a 1d array of shape(n,)
wheren
is the number of compounds.- Return type
Changed in version 0.20.0: Added compound parameter
- class MDAnalysis.core.topologyattrs.Dihedrals(values, types=None, guessed=False, order=None)[source]
A connection between four sequential atoms
- class MDAnalysis.core.topologyattrs.Epsilon14s(values, guessed=False)[source]
The epsilon LJ parameter for 1-4 interactions
- class MDAnalysis.core.topologyattrs.Epsilons(values, guessed=False)[source]
The epsilon LJ parameter
- class MDAnalysis.core.topologyattrs.GBScreens(values, guessed=False)[source]
Generalized Born screening factor
- class MDAnalysis.core.topologyattrs.Impropers(values, types=None, guessed=False, order=None)[source]
An imaginary dihedral between four atoms
- class MDAnalysis.core.topologyattrs.Masses(values, guessed=False)[source]
- align_principal_axis(axis, vector)[source]
Align principal axis with index axis with vector.
- Parameters
axis ({0, 1, 2}) – Index of the principal axis (0, 1, or 2), as produced by
principal_axes()
.vector (array_like) – Vector to align principal axis with.
Notes
To align the long axis of a channel (the first principal axis, i.e. axis = 0) with the z-axis:
u.atoms.align_principal_axis(0, [0,0,1]) u.atoms.write("aligned.pdb")
- asphericity(wrap=False, unwrap=None, compound='group')[source]
Asphericity.
See [Dima2004b] for background information.
- Parameters
wrap (bool, optional) – If
True
, move all atoms within the primary unit cell before calculation. [False
]unwrap (bool, optional) – If
True
, compounds will be unwrapped before computing their centers.compound ({'group', 'segments', 'residues', 'molecules', 'fragments'}, optional) – Which type of component to keep together during unwrapping.
New in version 0.7.7.
Changed in version 0.8: Added pbc keyword
Changed in version 0.20.0: Added unwrap and compound parameter
Changed in version 2.1.0: Renamed pbc kwarg to wrap. pbc is still accepted but is deprecated and will be removed in version 3.0.
- center_of_mass(wrap=False, unwrap=False, compound='group')[source]
Center of mass of (compounds of) the group
\[\boldsymbol R = \frac{\sum_i m_i \boldsymbol r_i}{\sum m_i}\]where \(m_i\) is the mass and \(\boldsymbol r_i\) the position of atom \(i\) in the given
MDAnalysis.core.groups.AtomGroup
. Centers of mass perResidue
,Segment
, molecule, or fragment can be obtained by setting the compound parameter accordingly. If the masses of a compound sum up to zero, the center of mass coordinates of that compound will benan
(not a number).- Parameters
wrap (bool, optional) – If
True
and compound is'group'
, move all atoms to the primary unit cell before calculation. IfTrue
and compound is notgroup
, the centers of mass of each compound will be calculated without moving any atoms to keep the compounds intact. Instead, the resulting center-of-mass position vectors will be moved to the primary unit cell after calculation.unwrap (bool, optional) – If
True
, compounds will be unwrapped before computing their centers.compound ({'group', 'segments', 'residues', 'molecules', 'fragments'},) – optional If
'group'
, the center of mass of all atoms in the group will be returned as a single position vector. Otherwise, the centers of mass of eachSegment
,Residue
, molecule, or fragment will be returned as an array of position vectors, i.e. a 2d array. Note that, in any case, only the positions ofAtoms
belonging to the group will be taken into account.
- Returns
center – Position vector(s) of the center(s) of mass of the group. If compound was set to
'group'
, the output will be a single position vector. If compound was set to'segments'
or'residues'
, the output will be a 2d coordinate array of shape(n, 3)
wheren
is the number of compounds.- Return type
Note
This method can only be accessed if the underlying topology has information about atomic masses.
Changed in version 0.8: Added pbc parameter
Changed in version 0.19.0: Added compound parameter
Changed in version 0.20.0: Added
'molecules'
and'fragments'
compounds; added unwrap parameterChanged in version 2.1.0: Renamed pbc kwarg to wrap. pbc is still accepted but is deprecated and will be removed in version 3.0.
- dtype
alias of
float64
- get_residues(rg)[source]
By default, the values for each atom present in the set of residues are returned in a single array. This behavior can be overriden in child attributes.
- get_segments(sg)[source]
By default, the values for each atom present in the set of residues are returned in a single array. This behavior can be overriden in child attributes.
- moment_of_inertia(wrap=False, unwrap=False, compound='group')[source]
Moment of inertia tensor relative to center of mass.
- Parameters
wrap (bool, optional) – If
True
and compound is'group'
, move all atoms to the primary unit cell before calculation. IfTrue
and compound is notgroup
, the centers of mass of each compound will be calculated without moving any atoms to keep the compounds intact. Instead, the resulting center-of-mass position vectors will be moved to the primary unit cell after calculation.unwrap (bool, optional) – If
True
, compounds will be unwrapped before computing their centers and tensor of inertia.compound ({'group', 'segments', 'residues', 'molecules', 'fragments'},) – optional compound determines the behavior of wrap. Note that, in any case, only the positions of
Atoms
belonging to the group will be taken into account.
- Returns
moment_of_inertia – Moment of inertia tensor as a 3 x 3 numpy array.
- Return type
Notes
The moment of inertia tensor \(\mathsf{I}\) is calculated for a group of \(N\) atoms with coordinates \(\mathbf{r}_i,\ 1 \le i \le N\) relative to its center of mass from the relative coordinates
\[\mathbf{r}'_i = \mathbf{r}_i - \frac{1}{\sum_{i=1}^{N} m_i} \sum_{i=1}^{N} m_i \mathbf{r}_i\]as
\[\mathsf{I} = \sum_{i=1}^{N} m_i \Big[(\mathbf{r}'_i\cdot\mathbf{r}'_i) \sum_{\alpha=1}^{3} \hat{\mathbf{e}}_\alpha \otimes \hat{\mathbf{e}}_\alpha - \mathbf{r}'_i \otimes \mathbf{r}'_i\Big]\]where \(\hat{\mathbf{e}}_\alpha\) are Cartesian unit vectors, or in Cartesian coordinates
\[I_{\alpha,\beta} = \sum_{k=1}^{N} m_k \Big(\big(\sum_{\gamma=1}^3 (x'^{(k)}_{\gamma})^2 \big)\delta_{\alpha,\beta} - x'^{(k)}_{\alpha} x'^{(k)}_{\beta} \Big).\]where \(x'^{(k)}_{\alpha}\) are the Cartesian coordinates of the relative coordinates \(\mathbf{r}'_k\).
Changed in version 0.8: Added pbc keyword
Changed in version 0.20.0: Added unwrap parameter
Changed in version 2.1.0: Renamed pbc kwarg to wrap. pbc is still accepted but is deprecated and will be removed in version 3.0.
- principal_axes(wrap=False)[source]
Calculate the principal axes from the moment of inertia.
e1,e2,e3 = AtomGroup.principal_axes()
The eigenvectors are sorted by eigenvalue, i.e. the first one corresponds to the highest eigenvalue and is thus the first principal axes.
The eigenvectors form a right-handed coordinate system.
- Parameters
wrap (bool, optional) – If
True
, move all atoms within the primary unit cell before calculation. [False
]- Returns
axis_vectors – 3 x 3 array with
v[0]
as first,v[1]
as second, andv[2]
as third eigenvector.- Return type
array
Changed in version 0.8: Added pbc keyword
Changed in version 1.0.0: Always return principal axes in right-hand convention.
Changed in version 2.1.0: Renamed pbc kwarg to wrap. pbc is still accepted but is deprecated and will be removed in version 3.0.
- radius_of_gyration(wrap=False, **kwargs)[source]
Radius of gyration.
- Parameters
wrap (bool, optional) – If
True
, move all atoms within the primary unit cell before calculation. [False
]
Changed in version 0.8: Added pbc keyword
Changed in version 2.1.0: Renamed pbc kwarg to wrap. pbc is still accepted but is deprecated and will be removed in version 3.0.
- shape_parameter(wrap=False)[source]
Shape parameter.
See [Dima2004a] for background information.
- Parameters
wrap (bool, optional) – If
True
, move all atoms within the primary unit cell before calculation. [False
]
New in version 0.7.7.
Changed in version 0.8: Added pbc keyword
Changed in version 2.1.0: Renamed pbc kwarg to wrap. pbc is still accepted but is deprecated and will be removed in version 3.0. Superfluous kwargs were removed.
- total_mass(compound='group')[source]
Total mass of (compounds of) the group.
Computes the total mass of
Atoms
in the group. Total masses perResidue
,Segment
, molecule, or fragment can be obtained by setting the compound parameter accordingly.- Parameters
compound ({'group', 'segments', 'residues', 'molecules', 'fragments'},) – optional If
'group'
, the total mass of all atoms in the group will be returned as a single value. Otherwise, the total masses perSegment
,Residue
, molecule, or fragment will be returned as a 1d array. Note that, in any case, only the masses ofAtoms
belonging to the group will be taken into account.- Returns
Total mass of (compounds of) the group. If compound was set to
'group'
, the output will be a single value. Otherwise, the output will be a 1d array of shape(n,)
wheren
is the number of compounds.- Return type
Changed in version 0.20.0: Added compound parameter
- class MDAnalysis.core.topologyattrs.Molnums(values, guessed=False)[source]
Index of molecule from 0
- dtype
alias of
int64
- class MDAnalysis.core.topologyattrs.Moltypes(vals, guessed=False)[source]
Name of the molecule type
Two molecules that share a molecule type share a common template topology.
- class MDAnalysis.core.topologyattrs.NonbondedIndices(values, guessed=False)[source]
Nonbonded index (AMBER)
- class MDAnalysis.core.topologyattrs.RMin14s(values, guessed=False)[source]
The Rmin/2 LJ parameter for 1-4 interactions
- class MDAnalysis.core.topologyattrs.RecordTypes(vals, guessed=False)[source]
For PDB-like formats, indicates if ATOM or HETATM
Defaults to ‘ATOM’
Changed in version 0.20.0: Now stores array of dtype object rather than boolean mapping
- class MDAnalysis.core.topologyattrs.ResidueAttr(values, guessed=False)[source]
- class MDAnalysis.core.topologyattrs.Resindices[source]
Globally unique resindices for each residue in the group.
If the group is an AtomGroup, then this gives the resindex for each atom in the group. This unambiguously determines each atom’s residue membership. Resetting these values changes the residue membership of the atoms.
If the group is a ResidueGroup or SegmentGroup, then this gives the resindices of each residue represented in the group in a 1-D array, in the order of the elements in that group.
- class MDAnalysis.core.topologyattrs.Resnames(vals, guessed=False)[source]
-
- sequence(**kwargs)[source]
Returns the amino acid sequence.
The format of the sequence is selected with the keyword format:
format
description
‘SeqRecord’
Bio.SeqRecord.SeqRecord
(default)‘Seq’
Bio.Seq.Seq
‘string’
string
The sequence is returned by default (keyword
format = 'SeqRecord'
) as aBio.SeqRecord.SeqRecord
instance, which can then be further processed. In this case, all keyword arguments (such as the id string or the name or the description) are directly passed toBio.SeqRecord.SeqRecord
.If the keyword format is set to
'Seq'
, all kwargs are ignored and aBio.Seq.Seq
instance is returned. The difference to the record is that the record also contains metadata and can be directly used as an input for other functions inBio
.If the keyword format is set to
'string'
, all kwargs are ignored and a Python string is returned.Example: Write FASTA file
Use
Bio.SeqIO.write()
, which takes sequence records:import Bio.SeqIO # get the sequence record of a protein component of a Universe protein = u.select_atoms("protein") record = protein.sequence(id="myseq1", name="myprotein") Bio.SeqIO.write(record, "single.fasta", "fasta")
A FASTA file with multiple entries can be written with
Bio.SeqIO.write([record1, record2, ...], "multi.fasta", "fasta")
- Parameters
format (string, optional) –
"string"
: return sequence as a string of 1-letter codes"Seq"
: return aBio.Seq.Seq
instance"SeqRecord"
: return aBio.SeqRecord.SeqRecord
instance
Default is
"SeqRecord"
id (optional) – Sequence ID for SeqRecord (should be different for different sequences)
name (optional) – Name of the protein.
description (optional) – Short description of the sequence.
kwargs (optional) – Any other keyword arguments that are understood by class:Bio.SeqRecord.SeqRecord.
- Raises
1-letter IUPAC protein amino acid code; make sure to only –
select protein residues. –
New in version 0.9.0.
- class MDAnalysis.core.topologyattrs.Segindices[source]
Globally unique segindices for each segment in the group.
If the group is an AtomGroup, then this gives the segindex for each atom in the group. This unambiguously determines each atom’s segment membership. It is not possible to set these, since membership in a segment is an attribute of each atom’s residue.
If the group is a ResidueGroup or SegmentGroup, then this gives the segindices of each segment represented in the group in a 1-D array, in the order of the elements in that group.
- class MDAnalysis.core.topologyattrs.SegmentAttr(values, guessed=False)[source]
Base class for segment attributes.
- class MDAnalysis.core.topologyattrs.SolventRadii(values, guessed=False)[source]
Intrinsic solvation radius
- class MDAnalysis.core.topologyattrs.Tempfactors(values, guessed=False)[source]
Tempfactor for atoms
- group
alias of
SegmentGroup
- class MDAnalysis.core.topologyattrs.TopologyAttr(values, guessed=False)[source]
Base class for Topology attributes.
Note
This class is intended to be subclassed, and mostly amounts to a skeleton. The methods here should be present in all
TopologyAttr
child classes, but by default they raise appropriate exceptions.- dtype
Type to coerce this attribute to be. For string use ‘object’
- Type
int/float/object
- classmethod from_blank(n_atoms=None, n_residues=None, n_segments=None, values=None)[source]
Create a blank version of this TopologyAttribute
- property is_guessed
Bool of if the source of this information is a guess