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##############################################################################
# MDTraj: A Python Library for Loading, Saving, and Manipulating
# Molecular Dynamics Trajectories.
# Copyright 2012-2017 Stanford University and the Authors
#
# Authors: Robert McGibbon
# Contributors: Jason Swails, Matthew Harrigan
#
# MDTraj is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as
# published by the Free Software Foundation, either version 2.1
# of the License, or (at your option) any later version.
#
# This library is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public
# License along with MDTraj. If not, see <http://www.gnu.org/licenses/>.
##############################################################################
import os
import re
import tempfile
import numpy as np
import pytest
from conftest import flaky_pdb_dl
from mdtraj import Topology, load, load_pdb
from mdtraj.core.topology import float_to_bond_type
from mdtraj.formats.pdb import pdbstructure
from mdtraj.formats.pdb.pdbstructure import PdbStructure
from mdtraj.testing import eq
fd, temp = tempfile.mkstemp(suffix=".pdb")
os.close(fd)
def teardown_module(module):
"""remove the temporary file created by tests in this file
this gets automatically called by pytest"""
os.unlink(temp)
def test_pdbread(get_fn):
load(get_fn("native.pdb"))
def test_pdbread_with_input_top(get_fn):
pdb = get_fn("native.pdb")
p_1 = load(pdb)
p_2 = load(pdb, top=pdb)
eq(p_1.xyz, p_2.xyz)
eq(p_1.topology, p_2.topology)
def test_pdbwrite(get_fn):
pdb = get_fn("native.pdb")
p = load(pdb)
p.save(temp)
r = load(temp)
eq(p.xyz, r.xyz)
def test_load_multiframe(get_fn):
with open(get_fn("multiframe.pdb")) as f:
pdb = PdbStructure(f)
assert eq(len(pdb.models), 2)
assert eq(len(pdb.models[0].chains), 1)
assert eq(len(pdb.models[0].chains[0].residues), 3)
assert eq(len(list(pdb.models[0].iter_atoms())), 22)
assert eq(len(pdb.models[1].chains), 1)
assert eq(len(pdb.models[1].chains[0].residues), 3)
assert eq(len(list(pdb.models[1].iter_atoms())), 22)
t = load(get_fn("multiframe.pdb"))
assert eq(t.n_frames, 2)
assert eq(t.n_atoms, 22)
assert eq(t.xyz[0], t.xyz[1])
def test_4ZUO(get_fn):
t = load(get_fn("4ZUO.pdb"))
eq(t.n_frames, 1)
eq(t.n_atoms, 6200)
# this is a random line from the file
# ATOM 1609 O GLY A 201 -25.423 13.774 -25.234 1.00 8.92 O
atom = list(t.top.atoms)[1525]
eq(atom.element.symbol, "O")
eq(atom.residue.name, "GLY")
eq(atom.residue.chain.chain_id, "A")
eq(atom.index, 1525)
eq(t.xyz[0, 1525], np.array([-25.423, 13.774, -25.234]) / 10) # converting to NM
# this is atom 1577 in the PDB
# CONECT 1577 5518
# ATOM 1577 O HIS A 197 -18.521 9.724 -32.805 1.00 8.81 O
# HETATM 5518 K K A 402 -19.609 10.871 -35.067 1.00 9.11 K
atom = list(t.top.atoms)[1493]
eq(atom.name, "O")
eq(atom.residue.name, "HIS")
eq(
[(a1.index, a2.index) for a1, a2 in t.top.bonds if a1.index == 1493 or a2.index == 1493],
[(1492, 1493), (1493, 5129)],
)
# that first bond is from a conect record
def test_2EQQ_0(get_fn):
# this is an nmr structure with 20 models
t = load(get_fn("2EQQ.pdb"))
assert eq(t.n_frames, 20)
assert eq(t.n_atoms, 423)
assert eq(len(list(t.top.residues)), 28)
def test_1vii_solvated_with_ligand(get_fn):
traj = load(get_fn("1vii_sustiva_water.pdb"))
eq(len(list(traj.top.bonds)), 5156)
eq(len([bond for bond in traj.top.bonds if bond[0].residue.name == "LIG"]), 32)
traj.save(temp)
traj = load(temp)
eq(len(list(traj.top.bonds)), 5156)
eq(len([bond for bond in traj.top.bonds if bond[0].residue.name == "LIG"]), 32)
def test_write_large(get_fn):
traj = load(get_fn("native.pdb"))
traj.xyz.fill(123456789)
with pytest.raises(ValueError):
traj.save(temp)
def test_write_large_2(get_fn):
traj = load(get_fn("native.pdb"))
traj.xyz.fill(-123456789)
with pytest.raises(ValueError):
traj.save(temp)
def test_pdbstructure_0():
pdb_lines = [
"ATOM 188 N CYS A 42 40.714 -5.292 12.123 1.00 11.29 N ",
"ATOM 189 CA CYS A 42 39.736 -5.883 12.911 1.00 10.01 C ",
"ATOM 190 C CYS A 42 40.339 -6.654 14.087 1.00 22.28 C ",
"ATOM 191 O CYS A 42 41.181 -7.530 13.859 1.00 13.70 O ",
"ATOM 192 CB CYS A 42 38.949 -6.825 12.002 1.00 9.67 C ",
"ATOM 193 SG CYS A 42 37.557 -7.514 12.922 1.00 20.12 S ",
]
res = pdbstructure.Residue("CYS", 42)
for line in pdb_lines:
res._add_atom(pdbstructure.Atom(line))
for i, atom in enumerate(res):
eq(pdb_lines[i], str(atom))
def test_pdbstructure_1():
pdb_lines = [
"ATOM 188 N CYS A 42 40.714 -5.292 12.123 1.00 11.29 N",
"ATOM 189 CA CYS A 42 39.736 -5.883 12.911 1.00 10.01 C",
"ATOM 190 C CYS A 42 40.339 -6.654 14.087 1.00 22.28 C",
"ATOM 191 O CYS A 42 41.181 -7.530 13.859 1.00 13.70 O",
"ATOM 192 CB CYS A 42 38.949 -6.825 12.002 1.00 9.67 C",
"ATOM 193 SG CYS A 42 37.557 -7.514 12.922 1.00 20.12 S",
]
positions = np.array(
[
[40.714, -5.292, 12.123],
[39.736, -5.883, 12.911],
[40.339, -6.654, 14.087],
[41.181, -7.53, 13.859],
[38.949, -6.825, 12.002],
[37.557, -7.514, 12.922],
],
)
res = pdbstructure.Residue("CYS", 42)
for line in pdb_lines:
res._add_atom(pdbstructure.Atom(line))
for i, c in enumerate(res.iter_positions()):
eq(c, positions[i])
def test_pdbstructure_2():
atom = pdbstructure.Atom(
"ATOM 2209 CB TYR A 299 6.167 22.607 20.046 1.00 8.12 C",
)
expected = np.array([6.167, 22.607, 20.046])
for i, c in enumerate(atom.iter_coordinates()):
eq(expected[i], c)
def test_pdbstructure_3():
loc = pdbstructure.Atom.Location(" ", [1, 2, 3], 1.0, 20.0, "XXX")
expected = [1, 2, 3]
for i, c in enumerate(loc):
eq(expected[i], c)
@flaky_pdb_dl
def test_load_pdb_from_url():
# load pdb from URL
t1 = load_pdb("https://www.rcsb.org/pdb/files/4ZUO.pdb.gz")
t2 = load_pdb("https://www.rcsb.org/pdb/files/4ZUO.pdb")
eq(t1.n_frames, 1)
eq(t2.n_frames, 1)
eq(t1.n_atoms, 6200)
eq(t2.n_atoms, 6200)
@flaky_pdb_dl
def test_load_from_url():
# load pdb from URL
t1 = load("https://www.rcsb.org/pdb/files/4ZUO.pdb.gz")
t2 = load("https://www.rcsb.org/pdb/files/4ZUO.pdb")
eq(t1.n_frames, 1)
eq(t2.n_frames, 1)
eq(t1.n_atoms, 6200)
eq(t2.n_atoms, 6200)
def test_3nch_conect(get_fn):
# This has conect entries that use all available digits, good failure case.
t1 = load_pdb(get_fn("3nch.pdb.gz"))
top, bonds = t1.top.to_dataframe()
bonds = {(a, b): 1 for (a, b, _, _) in bonds}
eq(bonds[19782, 19783], 1) # Check that last SO4 molecule has right bonds
eq(bonds[19782, 19784], 1) # Check that last SO4 molecule has right bonds
eq(bonds[19782, 19785], 1) # Check that last SO4 molecule has right bonds
eq(bonds[19782, 19786], 1) # Check that last SO4 molecule has right bonds
def test_3nch_serial_resSeq(get_fn):
# If you use zero-based indexing, this PDB has quite large gaps in residue and atom numbering,
# so it's a good test case. See #528
# Gold standard values obtained via
# cat 3nch.pdb |grep ATM|tail -n 5
# HETATM19787 S SO4 D 804 -4.788 -9.395 22.515 1.00121.87 S
# HETATM19788 O1 SO4 D 804 -3.815 -9.511 21.425 1.00105.97 O
# HETATM19789 O2 SO4 D 804 -5.989 -8.733 21.999 1.00116.13 O
# HETATM19790 O3 SO4 D 804 -5.130 -10.726 23.043 1.00108.74 O
# HETATM19791 O4 SO4 D 804 -4.210 -8.560 23.575 1.00112.54 O
t1 = load_pdb(get_fn("3nch.pdb.gz"))
top, bonds = t1.top.to_dataframe()
top2 = Topology.from_dataframe(top, bonds)
eq(t1.top, top2)
top = top.set_index("serial") # Index by the actual data in the PDB
eq(str(top.loc[19791]["name"]), "O4")
eq(str(top.loc[19787]["name"]), "S")
eq(str(top.loc[19787]["resName"]), "SO4")
eq(int(top.loc[19787]["resSeq"]), 804)
def test_1ncw(get_fn):
load_pdb(get_fn("1ncw.pdb.gz"))
@flaky_pdb_dl
def test_1vii_url_and_gz(get_fn):
t1 = load_pdb("https://www.rcsb.org/pdb/files/1vii.pdb.gz")
t2 = load_pdb("https://www.rcsb.org/pdb/files/1vii.pdb")
t3 = load_pdb(get_fn("1vii.pdb.gz"))
t4 = load_pdb(get_fn("1vii.pdb"))
eq(t1.n_frames, 1)
eq(t1.n_frames, t2.n_frames)
eq(t1.n_frames, t3.n_frames)
eq(t1.n_frames, t4.n_frames)
eq(t1.n_atoms, t2.n_atoms)
eq(t1.n_atoms, t3.n_atoms)
eq(t1.n_atoms, t4.n_atoms)
@flaky_pdb_dl
def test_1vii_load_from_mixture(get_fn):
# load pdb from URL and locally
t1 = load(["https://www.rcsb.org/pdb/files/1vii.pdb.gz", get_fn("1vii.pdb.gz")])
t2 = load_pdb(get_fn("1vii.pdb"))
t3 = load([get_fn("1vii.pdb"), "https://www.rcsb.org/pdb/files/1vii.pdb", get_fn("1vii.pdb")])
eq(t1.n_frames, 2)
eq(t2.n_frames, 1)
eq(t3.n_frames, 3)
eq(t1.n_atoms, t2.n_atoms)
eq(t1.n_atoms, t3.n_atoms)
def test_segment_id(get_fn):
pdb = load_pdb(get_fn("ala_ala_ala.pdb"))
pdb.save_pdb(temp)
pdb2 = load_pdb(temp)
correct_segment_id = "AAL"
# check that all segment ids are set correctly
for ridx, r in enumerate(pdb.top.residues):
assert r.segment_id == correct_segment_id, (
"residue %i (0-indexed) does not have segment_id set correctly from ala_ala_ala.pdb" % (ridx)
)
# check that all segment ids are set correctly after a new pdb file is written
for ridx, (r1, r2) in enumerate(zip(pdb.top.residues, pdb2.top.residues)):
assert r1.segment_id == r2.segment_id, (
f"segment_id of residue {ridx} (0-indexed) in ala_ala_ala.pdb does not "
"agree with value in after being written out to a new pdb file"
)
def test_bfactors(get_fn):
pdb = load_pdb(get_fn("native.pdb"))
bfactors0 = np.arange(pdb.n_atoms) / 2.0 - 4.0 # (Get some decimals..)
pdb.save_pdb(temp, bfactors=bfactors0)
with open(temp) as fh:
atom_lines = [line for line in fh.readlines() if re.search(r"^ATOM", line)]
str_bfactors1 = [line[60:66] for line in atom_lines]
flt_bfactors1 = np.array([float(i) for i in str_bfactors1])
# check formatting has a space at the beginning and not at the end
frmt = np.array([(s[0] == " ") and (s[-1] != " ") for s in str_bfactors1])
assert np.all(frmt)
# make sure the numbers are actually the same
eq(bfactors0, flt_bfactors1)
def test_hex(get_fn):
pdb = load_pdb(get_fn("water_hex.pdb.gz"))
assert pdb.n_atoms == 100569
assert pdb.n_residues == 33523
pdb.save(temp)
def test_dummy_pdb_box_detection(get_fn, recwarn):
traj = load(get_fn("2koc.pdb"))
assert len(recwarn) == 1
w = recwarn.pop(UserWarning)
assert "Unlikely unit cell" in str(w.message)
assert traj.unitcell_lengths is None, "Expected dummy box to be deleted"
def test_multichain_load_cycle(get_fn):
# Issue 1611, make sure that save/load works for more than 1 chain
pdb = load(get_fn("issue_1611.pdb"))
bonds = [(bond.atom1.index, bond.atom2.index) for bond in pdb.topology.bonds]
pdb.save(temp)
pdb2 = load_pdb(temp)
bonds2 = [(bond.atom1.index, bond.atom2.index) for bond in pdb2.topology.bonds]
assert len(bonds) == len(bonds2)
def test_multichain_load_cycle_noter(get_fn):
# Issue 1611, make sure that save/load works for more than 1 chain
pdb = load(get_fn("issue_1611.pdb"))
bonds = [(bond.atom1.index, bond.atom2.index) for bond in pdb.topology.bonds]
pdb.save(temp, ter=False)
pdb2 = load_pdb(temp)
bonds2 = [(bond.atom1.index, bond.atom2.index) for bond in pdb2.topology.bonds]
assert len(bonds) == len(bonds2)
def test_load_pdb_input_top(get_fn):
pdb = get_fn("native.pdb")
p_1 = load_pdb(pdb)
p_2 = load_pdb(pdb, top=p_1.topology)
eq(p_1.xyz, p_2.xyz)
eq(p_1.topology, p_2.topology)
def test_chimera_indexing(get_fn):
traj = load_pdb(get_fn("chimera_indexing.pdb")) # this should just not fail
assert traj.n_atoms == 9
assert traj.n_residues == 3
assert traj.topology._atoms[3].serial == 100000
assert traj.topology._atoms[3].residue.resSeq == 10000
assert traj.topology.n_bonds == 6
assert traj.topology._atoms[6].serial == 100003
assert traj.topology._atoms[6].residue.resSeq == 10001
test_pos = np.array(
[
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
[10.596, 0.172, 12.686],
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
[10.596, 0.172, 12.686],
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
[10.596, 0.172, 12.686],
],
dtype=np.float32,
)
assert np.array_equal(traj._xyz[0], test_pos)
def test_chimera_indexing_skip(get_fn):
traj = load_pdb(get_fn("chimera_indexing_skip.pdb")) # this should just not fail
assert traj.n_atoms == 6
assert traj.n_residues == 2
assert traj.topology._atoms[3].serial == 100003
assert traj.topology._atoms[3].residue.resSeq == 10001
assert traj.topology.n_bonds == 4
test_pos = np.array(
[
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
[10.596, 0.172, 12.686],
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
[10.596, 0.172, 12.686],
],
dtype=np.float32,
)
assert np.array_equal(traj._xyz[0], test_pos)
def test_vmd_indexing(get_fn):
traj = load_pdb(get_fn("vmd_indexing.pdb")) # this should just not fail
assert traj.n_atoms == 8
assert traj.n_residues == 6
assert traj.topology._atoms[1].residue.resSeq == 2710
assert traj.topology._atoms[3].serial == 100000
assert traj.topology._atoms[3].residue.resSeq == 10000
assert traj.topology.n_bonds == 2
assert traj.topology._atoms[6].serial == 100003
assert traj.topology._atoms[6].residue.resSeq == 10001
assert traj.topology._atoms[7].serial == 100465
assert traj.topology._atoms[7].residue.resSeq == 11000
test_pos = np.array(
[
[10.613, 0.225, 12.764],
[10.613, 0.225, 12.764],
[10.613, 0.225, 12.764],
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
[10.596, 0.172, 12.686],
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
],
dtype=np.float32,
)
assert np.array_equal(traj._xyz[0], test_pos)
def test_overflow_indexing(get_fn):
traj = load_pdb(get_fn("overflow_indexing.pdb")) # this should just not fail
assert traj.n_atoms == 9
assert traj.n_residues == 3
assert traj.topology._atoms[3].serial == 100000
assert traj.topology._atoms[3].residue.resSeq == 10000
assert traj.topology.n_bonds == 6
assert traj.topology._atoms[6].serial == 100003
assert traj.topology._atoms[6].residue.resSeq == 10001
test_pos = np.array(
[
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
[10.596, 0.172, 12.686],
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
[10.596, 0.172, 12.686],
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
[10.596, 0.172, 12.686],
],
dtype=np.float32,
)
assert np.array_equal(traj._xyz[0], test_pos)
def test_blank_indexing(get_fn):
with pytest.warns(UserWarning):
traj = load_pdb(get_fn("blank_indexing.pdb")) # this should just not fail
assert traj.n_atoms == 8
assert traj.n_residues == 6
assert traj.topology._atoms[1].residue.resSeq == 2710
assert traj.topology._atoms[3].serial == 100000
assert traj.topology._atoms[3].residue.resSeq == 10000
assert traj.topology.n_bonds == 2
assert traj.topology._atoms[6].serial == 100003
assert traj.topology._atoms[6].residue.resSeq == 10001
assert traj.topology._atoms[7].serial == 100004
assert traj.topology._atoms[7].residue.resSeq == 10002
test_pos = np.array(
[
[10.613, 0.225, 12.764],
[10.613, 0.225, 12.764],
[10.613, 0.225, 12.764],
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
[10.596, 0.172, 12.686],
[10.613, 0.225, 12.764],
[10.629, 0.313, 12.729],
],
dtype=np.float32,
)
assert np.array_equal(traj._xyz[0], test_pos)
def test_pdb_charge_read(get_fn):
"""Test that formal charges are read from PDB file"""
traj = load_pdb(get_fn("1ply_charge.pdb"))
charges = [atom.formal_charge for atom in traj.topology.atoms if atom.formal_charge is not None]
# we expect 10 a list of length 10
assert len(charges) == 10
# all of the charges should be 1
assert set(charges) == {1.0}
def test_pdb_charge_write(get_fn):
"""Test that formal charges are written to PDB file"""
traj = load_pdb(get_fn("1ply_charge.pdb"))
# write the trajectory to a new file
traj.save_pdb(temp)
# read the new file
traj2 = load_pdb(temp)
charges = [atom.formal_charge for atom in traj2.topology.atoms if atom.formal_charge is not None]
# we expect 10 a list of length 10
assert len(charges) == 10
# all of the charges should be 1
assert set(charges) == {1.0}
@pytest.mark.parametrize(
"bond_orders, ref_orders",
[
(False, [None] * 32),
(True, [None, 2] + [None] * 11 + [2] + [None] * 17 + [1]),
],
ids=[
"bond_orders=False",
"bond_orders=True",
],
)
def test_ala3_bond_order_read(get_fn, bond_orders, ref_orders):
"""Test that bond orders/types are read properly from CONECT section of PDB file"""
traj = load_pdb(get_fn("ala_ala_ala.pdb"), bond_orders=bond_orders)
# Checking bond orders
bo = [bond.order for bond in traj.top._bonds]
eq(bo, ref_orders, err_msg="bond orders do not match reference")
# Checking bond types
bt = [bond.type for bond in traj.top._bonds]
bt_from_bo = [float_to_bond_type(order) for order in bo]
ref_bt = [float_to_bond_type(order) for order in ref_orders]
# Make sure bond order and bond type match
eq(bt_from_bo, bt, err_msg="bond types and bond orders don't match")
# Make sure bond type match reference
eq(bt, ref_bt, err_msg="bond types do not match reference")
@pytest.mark.parametrize(
"bond_orders, ref_orders",
[
(False, [1] * 12),
(True, [2, 2, 1, 2, 1, 2, 1, 2, 1, 2, 1, 1]),
],
ids=["omit_write_bond_order", "write_bond_order"],
)
def test_bnz_bond_order_conect_write(get_fn, bond_orders, ref_orders):
"""Test that formal charges are written to PDB file"""
traj = load_pdb(get_fn("bnz.pdb"), bond_orders=True)
# write the trajectory to a new file
traj.save_pdb(temp, bond_orders=bond_orders)
# read the new file, always with bond order info
traj2 = load_pdb(temp, bond_orders=True)
bo = [bond.order for bond in traj2.top._bonds]
eq(bo, ref_orders, err_msg="Inconsistent number of bonds written to pdb")
@pytest.mark.parametrize(
"bond_orders, ref_orders",
[
(False, ["None", None]),
(True, ["Triple", 3]),
],
ids=["ignore repeated bonds", "read repeated bonds"],
)
def test_bond_order_conect_priority(get_fn, bond_orders, ref_orders):
"""Test that when reading bond orders from pdb, if the bond is listed
differently in opposite orders, the highest bond order prevails"""
traj = load_pdb(get_fn("pdb_repeatbond.pdb"), bond_orders=bond_orders)
bond = [str(traj.top._bonds[0].type), traj.top._bonds[0].order]
eq(bond, ref_orders, err_msg="Inconsistent bond type, bond order read")
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