Exemple #1
0
    def do_library(self):
        cmd = self.cmd
        pymol = cmd._pymol
        if not (
            (cmd.count_atoms("(%s) and name n" % src_sele) == 1)
            and (cmd.count_atoms("(%s) and name c" % src_sele) == 1)
            and (cmd.count_atoms("(%s) and name o" % src_sele) == 1)
        ):
            self.clear()
            return 1
        cmd.feedback("push")
        cmd.feedback("disable", "selector", "everythin")
        cmd.feedback("disable", "editor", "actions")
        self.prompt = ["Loading rotamers..."]

        pymol.stored.name = "residue"
        cmd.iterate("first (%s)" % src_sele, 'stored.name=model+"/"+segi+"/"+chain+"/"+resn+"`"+resi')
        self.res_text = pymol.stored.name
        cmd.select("_seeker_hilight", src_sele)

        auto_zoom = cmd.get_setting_text("auto_zoom")
        cmd.set("auto_zoom", "0", quiet=1)
        cmd.frame(0)
        cmd.delete(frag_name)
        if self.auto_center:
            cmd.center(src_sele, animate=-1)

        self.lib_mode = self.mode
        if self.lib_mode == "current":
            pymol.stored.resn = ""
            cmd.iterate("(%s and n;ca)" % src_sele, "stored.resn=resn")
            rot_type = _rot_type_xref.get(pymol.stored.resn, pymol.stored.resn)
            if (self.c_cap != "none") or (self.n_cap != "none") or (self.hyd != "auto"):
                self.lib_mode = rot_type  # force fragment-based load
            else:
                cmd.create(frag_name, src_sele, 1, 1)
                if self.c_cap == "open":
                    cmd.remove("%s and name OXT" % frag_name)

        if self.lib_mode != "current":
            rot_type = self.lib_mode
            frag_type = self.lib_mode
            if (self.n_cap == "posi") and (frag_type[0:3] != "NT_"):
                if not (cmd.count_atoms("elem c & !(%s) & (bto. (n;n & (%s))) &! r. ace" % (src_sele, src_sele))):
                    # use N-terminal fragment
                    frag_type = "NT_" + frag_type
            if (self.c_cap == "nega") and (frag_type[0:3] != "CT_"):
                if not (cmd.count_atoms("elem n & !(%s) & (bto. (n;c & (%s))) & !r. nme+nhh" % (src_sele, src_sele))):
                    # use C-terminal fragment
                    frag_type = "CT_" + frag_type
            if rot_type[0:3] in ["NT_", "CT_"]:
                rot_type = rot_type[3:]
            rot_type = _rot_type_xref.get(rot_type, rot_type)
            cmd.fragment(string.lower(frag_type), frag_name)
            # trim off hydrogens
            if self.hyd == "none":
                cmd.remove("(" + frag_name + " and hydro)")
            elif self.hyd == "auto":
                if cmd.count_atoms("(" + src_sele + ") and hydro") == 0:
                    cmd.remove("(" + frag_name + " and hydro)")
            # copy identifying information
            cmd.iterate("(%s and n;ca)" % src_sele, "stored.chain=chain")
            cmd.alter("(%s)" % frag_name, "chain=stored.chain")
            cmd.iterate("(%s and n;ca)" % src_sele, "stored.resi=resi")
            cmd.alter("(%s)" % frag_name, "resi=stored.resi")
            cmd.iterate("(%s and n;ca)" % src_sele, "stored.segi=segi")
            cmd.alter("(%s)" % frag_name, "segi=stored.segi")
            cmd.iterate("(%s and n;ca)" % src_sele, "stored.ss=ss")
            cmd.alter("(%s)" % frag_name, "ss=stored.ss")
            # move the fragment
            if (cmd.count_atoms("(%s and n;cb)" % frag_name) == 1) and (
                cmd.count_atoms("(%s and n;cb)" % src_sele) == 1
            ):
                cmd.pair_fit(
                    "(%s and n;ca)" % frag_name,
                    "(%s and n;ca)" % src_sele,
                    "(%s and n;cb)" % frag_name,
                    "(%s and n;cb)" % src_sele,
                    "(%s and n;c)" % frag_name,
                    "(%s and n;c)" % src_sele,
                    "(%s and n;n)" % frag_name,
                    "(%s and n;n)" % src_sele,
                )
            else:
                cmd.pair_fit(
                    "(%s and n;ca)" % frag_name,
                    "(%s and n;ca)" % src_sele,
                    "(%s and n;c)" % frag_name,
                    "(%s and n;c)" % src_sele,
                    "(%s and n;n)" % frag_name,
                    "(%s and n;n)" % src_sele,
                )

            # fix the carbonyl position...
            cmd.iterate_state(1, "(%s and n;o)" % src_sele, "stored.list=[x,y,z]")
            cmd.alter_state(1, "(%s and n;o)" % frag_name, "(x,y,z)=stored.list")
            if cmd.count_atoms("(%s and n;oxt)" % src_sele):
                cmd.iterate_state(1, "(%s and n;oxt)" % src_sele, "stored.list=[x,y,z]")
                cmd.alter_state(1, "(%s and n;oxt)" % frag_name, "(x,y,z)=stored.list")
            elif cmd.count_atoms("(%s and n;oxt)" % frag_name):  # place OXT if no template exists
                angle = cmd.get_dihedral(
                    "(%s and n;n)" % frag_name,
                    "(%s and n;ca)" % frag_name,
                    "(%s and n;c)" % frag_name,
                    "(%s and n;o)" % frag_name,
                )
                cmd.protect("(%s and n;o)" % frag_name)
                cmd.set_dihedral(
                    "(%s and n;n)" % frag_name,
                    "(%s and n;ca)" % frag_name,
                    "(%s and n;c)" % frag_name,
                    "(%s and n;oxt)" % frag_name,
                    180.0 + angle,
                )
                cmd.deprotect(frag_name)

            # fix the hydrogen position (if any)
            if cmd.count_atoms("(elem h and bound_to (n;n and (%s)))" % frag_name) == 1:
                if cmd.count_atoms("(elem h and bound_to (n;n and (%s)))" % src_sele) == 1:
                    cmd.iterate_state(1, "(elem h and bound_to (n;n and (%s)))" % src_sele, "stored.list=[x,y,z]")
                    cmd.alter_state(1, "(elem h and bound_to (n;n and (%s)))" % frag_name, "(x,y,z)=stored.list")
                elif cmd.select(tmp_sele1, "(n;c and bound_to (%s and e;n))" % src_sele) == 1:
                    # position hydro based on location of the carbonyl
                    angle = cmd.get_dihedral(
                        "(%s and n;c)" % frag_name, "(%s and n;ca)" % frag_name, "(%s and n;n)" % frag_name, tmp_sele1
                    )
                    cmd.set_dihedral(
                        "(%s and n;c)" % frag_name,
                        "(%s and n;ca)" % frag_name,
                        "(%s and n;n)" % frag_name,
                        "(%s and n;h)" % frag_name,
                        180.0 + angle,
                    )
                    cmd.delete(tmp_sele1)

            # add c-cap (if appropriate)
            if self.c_cap in ["amin", "nmet"]:
                if not cmd.count_atoms("elem n & !(%s) & (bto. (n;c & (%s))) & !r. nme+nhh" % (src_sele, src_sele)):
                    if cmd.count_atoms("n;c & (%s)" % (frag_name)) == 1:
                        if self.c_cap == "amin":
                            editor.attach_amino_acid("n;c & (%s)" % (frag_name), "nhh")
                        elif self.c_cap == "nmet":
                            editor.attach_amino_acid("n;c & (%s)" % (frag_name), "nme")
                        if cmd.count_atoms("hydro & bound_to (n;n & bound_to (n;c & (%s)))" % frag_name):
                            cmd.h_fix("n;n & bound_to (n;c & (%s))" % frag_name)
                        # trim hydrogens
                        if self.hyd == "none":
                            cmd.remove("(" + frag_name + " and hydro)")
                        elif self.hyd == "auto":
                            if cmd.count_atoms("(" + src_sele + ") and hydro") == 0:
                                cmd.remove("(" + frag_name + " and hydro)")

            # add n-cap (if appropriate)
            if self.n_cap in ["acet"]:
                if not cmd.count_atoms("elem c & !(%s) & (bto. (n;n & (%s))) & !r. ace " % (src_sele, src_sele)):
                    if cmd.count_atoms("n;n & (%s)" % (frag_name)) == 1:
                        if self.n_cap == "acet":
                            editor.attach_amino_acid("n;n & (%s)" % (frag_name), "ace")
                        if cmd.count_atoms("hydro & bound_to (n;n & bound_to (n;c & (%s)))" % frag_name):
                            cmd.h_fix("n;n & (%s)" % frag_name)
                        # trim hydrogens
                        if self.hyd == "none":
                            cmd.remove("(" + frag_name + " and hydro)")
                        elif self.hyd == "auto":
                            if cmd.count_atoms("(" + src_sele + ") and hydro") == 0:
                                cmd.remove("(" + frag_name + " and hydro)")

        cartoon = cmd.count_atoms("(%s and n;ca and rep cartoon)" % src_sele) > 0
        sticks = cmd.count_atoms("(%s and n;ca and rep sticks)" % src_sele) > 0

        cmd.delete(obj_name)
        key = rot_type
        lib = None
        if self.dep == "dep":
            try:
                result = cmd.phi_psi("%s" % src_sele)
                if len(result) == 1:
                    (phi, psi) = result[result.keys()[0]]
                    (phi, psi) = (int(10 * round(phi / 10)), int(10 * (round(psi / 10))))
                    key = (rot_type, phi, psi)
                    if not self.dep_library.has_key(key):
                        (phi, psi) = (int(20 * round(phi / 20)), int(20 * (round(psi / 20))))
                        key = (rot_type, phi, psi)
                        if not self.dep_library.has_key(key):
                            (phi, psi) = (int(60 * round(phi / 60)), int(60 * (round(psi / 60))))
                            key = (rot_type, phi, psi)
                    lib = self.dep_library.get(key, None)
            except:
                pass
        if lib == None:
            key = rot_type
            lib = self.ind_library.get(key, None)
            if (lib != None) and self.dep == "dep":
                print " Mutagenesis: no phi/psi, using backbone-independent rotamers."
        if lib != None:
            state = 1
            for a in lib:
                cmd.create(obj_name, frag_name, 1, state)
                if state == 1:
                    cmd.select(mut_sele, "(byres (%s like %s))" % (obj_name, src_sele))
                if rot_type == "PRO":
                    cmd.unbond("(%s & name N)" % mut_sele, "(%s & name CD)" % mut_sele)
                for b in a.keys():
                    if b != "FREQ":
                        cmd.set_dihedral(
                            "(%s & n;%s)" % (mut_sele, b[0]),
                            "(%s & n;%s)" % (mut_sele, b[1]),
                            "(%s & n;%s)" % (mut_sele, b[2]),
                            "(%s & n;%s)" % (mut_sele, b[3]),
                            a[b],
                            state=state,
                        )
                    else:
                        cmd.set_title(obj_name, state, "%1.1f%%" % (a[b] * 100))
                if rot_type == "PRO":
                    cmd.bond("(%s & name N)" % mut_sele, "(%s & name CD)" % mut_sele)
                state = state + 1
            cmd.delete(frag_name)
            print " Mutagenesis: %d rotamers loaded." % len(lib)
            if self.bump_check:
                cmd.delete(bump_name)
                cmd.create(
                    bump_name,
                    "(((byobj %s) within 6 of (%s and not name n+c+ca+o+h+ha)) and (not (%s)))|(%s)"
                    % (src_sele, mut_sele, src_sele, mut_sele),
                    singletons=1,
                )
                cmd.color("gray50", bump_name + " and elem c")
                cmd.set("seq_view", 0, bump_name, quiet=1)
                cmd.hide("everything", bump_name)
                if (cmd.select(tmp_sele1, "(n;N and (%s in (neighbor %s)))" % (bump_name, src_sele)) == 1) and (
                    cmd.select(tmp_sele2, "(n;C and (%s in %s))" % (bump_name, mut_sele)) == 1
                ):
                    cmd.bond(tmp_sele1, tmp_sele2)
                if (cmd.select(tmp_sele1, "(n;C and (%s in (neighbor %s)))" % (bump_name, src_sele)) == 1) and (
                    cmd.select(tmp_sele2, "(n;N and (%s in %s))" % (bump_name, mut_sele)) == 1
                ):
                    cmd.bond(tmp_sele1, tmp_sele2)
                cmd.delete(tmp_sele1)
                cmd.delete(tmp_sele2)

                cmd.protect("%s and not (%s in (%s and not name n+c+ca+o+h+ha))" % (bump_name, bump_name, mut_sele))
                cmd.sculpt_activate(bump_name)
                cmd.show("cgo", bump_name)
                # draw the bumps
                cmd.set("sculpt_vdw_vis_mode", 1, bump_name)
                state = 1
                for a in lib:
                    cmd.sculpt_iterate(bump_name, state=state)
                    state = state + 1
            cmd.delete(mut_sele)
        else:
            cmd.create(obj_name, frag_name, 1, 1)
            print " Mutagenesis: no rotamers found in library."
        cmd.set("seq_view", 0, obj_name, quiet=1)
        pymol.util.cbaw(obj_name)
        cmd.hide("(" + obj_name + ")")
        cmd.show(self.rep, obj_name)
        cmd.show("lines", obj_name)  # neighbor  always show lines
        if cartoon:
            cmd.show("cartoon", obj_name)
        if sticks:
            cmd.show("sticks", obj_name)
        cmd.set("auto_zoom", auto_zoom, quiet=1)
        cmd.delete(frag_name)
        cmd.frame(0)
        cmd.unpick()
        cmd.feedback("pop")
Exemple #2
0
def ramachandran(model: Optional[tuple] = None,
                 resn: Optional[Union[str, tuple]] = None,
                 cResn: Optional[bool] = False) -> NoReturn:
    """A simple function to generate a Ramachandran plot from a pymol instance. If model and/or resn is provided as an argument it limits the selection within the instance.

    Parameters
    ----------
    model : tuple, optional
        Model/enzyme within the pymol instance, by default None
    resn : tuple, optional
        Resn/residue within the model to limit phi-psi points, by default None
    cResn : bool, optional
        If each amino acid should have a unique color and label in legder.
    """

    local_model = cmd.get_names(type="public_objects")

    # -- Model input validation
    if model is not None:
        if isinstance(model, (str, list, tuple)):
            if isinstance(model, str):
                temp = []
                temp.append(model)
                model = temp
                del temp

            if isinstance(model, tuple):
                model = list(model)

            for value in model:
                if not isinstance(value, str):
                    raise TypeError("'model' can only contain type 'str'.")

                if value not in local_model:
                    cmd.fetch(value)
        else:
            raise TypeError("'model' must be type 'str', 'list' or 'tuple'.")

    # -- Residue input validation
    if resn is not None:
        # Residue input is either string, list or tuple, else throw a TypeError
        if isinstance(resn, (str, list, tuple)):
            # Convert string and tuple to list type
            if isinstance(resn, tuple):
                resn = list(resn)

            if isinstance(resn, str):
                temp = []
                temp.append(resn)
                resn = temp
                del temp

            # Ensure valid residue codes
            for key, value in enumerate(resn):
                value = value.lower()

                if not isinstance(value, str):
                    raise TypeError("'resn' can only contain type 'str'.")

                if len(value) == 3:
                    if value not in supported_amino_acids.values():
                        ValueError(
                            f"'{value}' isn't a supported amino acid residue.")
                elif len(value) == 1:
                    if value not in supported_amino_acids.keys():
                        ValueError(
                            f"'{value}' isn't a supported amino acid residue.")

                    resn[key] = supported_amino_acids[value]
                else:
                    ValueError(
                        f"'{value}' isn't a supported amino acid residue.")

        else:
            raise TypeError("'resn' must be type 'str', 'list' or 'tuple'.")

    # If model is None
    if not model:
        if not local_model:
            raise RuntimeError("Neither a choosen, nor a local model to use.")

        model = local_model
        del local_model

    # If residue is non, include all amino acid values
    if resn is None:
        resn = list(supported_amino_acids.values())

    sString = []
    sCount = []
    phi_psi = []

    # Cycle through models
    for element in model:
        # Select model and/or from resn depending on condition.
        for key, value in enumerate(resn):
            sString.append(f"sele_{element}_{value}")
            sCount.append(
                cmd.select(sString[key], f"m. {element} & r. {value}"))

        # Get all phi/psi values from entire structure
        for value in sString:
            phi_psi.append(cmd.phi_psi(selection=value))

        # Remove intermediate selection
        for value in sString:
            cmd.delete(value)

        # TODO: Move to lower-level fig + ax interaction with matplotlib

        # -- Plot
        fig, ax = matplotlib.pyplot.subplots(figsize=(8.5, 5.0), dpi=100)
        fig.tight_layout()
        fig.subplots_adjust(bottom=0.10, top=0.95)

        # Set title of plot
        ax.set_title(f"Ramachandran plot ({element.upper()})", fontsize=12)

        # Set same x and y scaling
        ax.set_aspect("equal", "box")

        # Set x- and y-label
        ax.set_xlabel("\u03C6", fontsize=12)
        # TODO: ylabel to horizontal
        ax.set_ylabel("\u03C8", fontsize=12)

        # Set x- and y-limit for plot
        min_bound = -180
        max_bound = +180

        ax.set_xlim(min_bound, max_bound)
        ax.set_ylim(min_bound, max_bound)

        # Specify x- and y-tick frequency
        ax.xaxis.set_major_locator(matplotlib.ticker.MultipleLocator(45))
        ax.xaxis.set_minor_locator(matplotlib.ticker.AutoMinorLocator(n=5))

        ax.yaxis.set_major_locator(matplotlib.ticker.MultipleLocator(45))
        ax.yaxis.set_minor_locator(matplotlib.ticker.AutoMinorLocator(n=5))

        # Set ax-lines
        ax.axhline(y=0, color="k", lw=0.5)
        ax.axvline(x=0, color="k", lw=0.5)

        # Set grid
        ax.grid(color="k", alpha=0.2)

        # Load favorable density data
        favorable_density_data = numpy.loadtxt("data/favorable_density.csv",
                                               delimiter=",")

        density = numpy.log(numpy.rot90(favorable_density_data))

        # Display favorable density as heat profile
        ax.imshow(density,
                  cmap="inferno",
                  extent=(min_bound, max_bound) * 2,
                  alpha=0.70,
                  interpolation="lanczos")

        # Plot contour lines
        contour = numpy.rot90(numpy.fliplr(favorable_density_data))
        plt.contour(contour,
                    colors="k",
                    linewidths=0.5,
                    levels=[10**i for i in range(-7, 0)],
                    antialiased=True,
                    extent=(min_bound, max_bound) * 2,
                    alpha=0.55)

        # Add phi-psi data
        for key, value in enumerate(phi_psi):
            try:
                phi, psi = zip(*value.values())
            except ValueError as E:
                if not sCount[key] == 0:
                    raise E
                else:
                    phi, psi = (None, None)

            # Apply independent color and ledger if specified
            if cResn:
                ax.scatter(
                    phi,
                    psi,
                    marker=".",
                    s=3,
                    label=f"{resn[key][0].upper()}{resn[key][1:].lower()}")
                ax.legend(bbox_to_anchor=(1.0, 0.9, 1.0, 0.125),
                          loc="upper left",
                          borderaxespad=0.0,
                          framealpha=0.0)
            else:
                plt.scatter(phi, psi, marker=".", s=3, c="k")

        fig.show()
    def do_library(self):
        cmd=self.cmd
        pymol=cmd._pymol
        if not ((cmd.count_atoms("(%s) and name N"%src_sele)==1) and
                (cmd.count_atoms("(%s) and name C"%src_sele)==1) and
                (cmd.count_atoms("(%s) and name O"%src_sele)==1)):
            self.clear()
            return 1
        cmd.feedback("push")
        cmd.feedback("disable","selector","everythin")
        cmd.feedback("disable","editor","actions")
        self.prompt = [ 'Loading rotamers...']
        self.bump_scores = []
        state_best = 0

        pymol.stored.name = 'residue'
        cmd.iterate("first (%s)"%src_sele,'stored.name=model+"/"+segi+"/"+chain+"/"+resn+"`"+resi')
        self.res_text = pymol.stored.name
        cmd.select("_seeker_hilight",src_sele)
        
        auto_zoom = cmd.get_setting_text('auto_zoom')
        cmd.set('auto_zoom',"0",quiet=1)
        cmd.frame(0)
        cmd.delete(frag_name)
        if self.auto_center:
            cmd.center(src_sele,animate=-1)

        self.lib_mode = self.mode
        if self.lib_mode=="current":
            pymol.stored.resn=""
            cmd.iterate("(%s & name CA)"%src_sele,"stored.resn=resn")
            rot_type = _rot_type_xref.get(pymol.stored.resn,pymol.stored.resn)
            if (self.c_cap!='none') or (self.n_cap!='none') or (self.hyd != 'auto'):
                self.lib_mode = rot_type # force fragment-based load
            else:
                cmd.create(frag_name,src_sele,1,1)
                if self.c_cap=='open':
                    cmd.remove("%s and name OXT"%frag_name)
                    
        if self.lib_mode!='current':
            rot_type = self.lib_mode
            frag_type = self.lib_mode
            if (self.n_cap == 'posi') and (frag_type[0:3]!='NT_'):
                if not ( cmd.count_atoms(
                    "elem C & !(%s) & (bto. (name N & (%s))) &! resn ACE"%
                                     (src_sele,src_sele))):
                    # use N-terminal fragment
                    frag_type ="NT_"+frag_type
            if (self.c_cap == 'nega') and (frag_type[0:3]!='CT_'):
                if not ( cmd.count_atoms("elem N & !(%s) & (bto. (name C & (%s))) & !resn NME+NHH"%
                                     (src_sele,src_sele))):
                    # use C-terminal fragment
                    frag_type ="CT_"+frag_type
            if rot_type[0:3] in [ 'NT_', 'CT_' ]:
                rot_type = rot_type[3:]
            rot_type = _rot_type_xref.get(rot_type, rot_type)
            cmd.fragment(frag_type.lower(), frag_name, origin=0)
            # trim off hydrogens
            if (self.hyd == 'none'):
                cmd.remove("("+frag_name+" and hydro)")
            elif (self.hyd == 'auto'):
                if cmd.count_atoms("("+src_sele+") and hydro")==0:
                    cmd.remove("("+frag_name+" and hydro)")
            # copy identifying information
            cmd.alter("?%s & name CA" % src_sele, "stored.identifiers = (segi, chain, resi, ss, color)", space=self.space)
            cmd.alter("?%s" % frag_name, "(segi, chain, resi, ss) = stored.identifiers[:4]", space=self.space)
            # move the fragment
            if ((cmd.count_atoms("(%s & name CB)"%frag_name)==1) and
                 (cmd.count_atoms("(%s & name CB)"%src_sele)==1)):
                cmd.pair_fit("(%s & name CA)"%frag_name,
                             "(%s & name CA)"%src_sele,
                             "(%s & name CB)"%frag_name,
                             "(%s & name CB)"%src_sele,
                             "(%s & name C)"%frag_name,
                             "(%s & name C)"%src_sele,
                             "(%s & name N)"%frag_name,
                             "(%s & name N)"%src_sele)
            else:
                cmd.pair_fit("(%s & name CA)"%frag_name,
                             "(%s & name CA)"%src_sele,
                             "(%s & name C)"%frag_name,
                             "(%s & name C)"%src_sele,
                             "(%s & name N)"%frag_name,
                             "(%s & name N)"%src_sele)

            # fix the carbonyl position...
            cmd.iterate_state(1,"(%s & name O)"%src_sele,"stored.list=[x,y,z]")
            cmd.alter_state(1,"(%s & name O)"%frag_name,"(x,y,z)=stored.list")
            if cmd.count_atoms("(%s & name OXT)"%src_sele):
                cmd.iterate_state(1,"(%s & name OXT)"%src_sele,"stored.list=[x,y,z]")
                cmd.alter_state(1,"(%s & name OXT)"%frag_name,"(x,y,z)=stored.list")
            elif cmd.count_atoms("(%s & name OXT)"%frag_name): # place OXT if no template exists
                angle = cmd.get_dihedral("(%s & name N)"%frag_name,
                                         "(%s & name CA)"%frag_name,
                                         "(%s & name C)"%frag_name,
                                         "(%s & name O)"%frag_name)
                cmd.protect("(%s & name O)"%frag_name)
                cmd.set_dihedral("(%s & name N)"%frag_name,
                                 "(%s & name CA)"%frag_name,
                                 "(%s & name C)"%frag_name,
                                 "(%s & name OXT)"%frag_name,180.0+angle)
                cmd.deprotect(frag_name)

                
            # fix the hydrogen position (if any)
            if cmd.count_atoms("(hydro and bound_to (name N & (%s)))"%frag_name)==1:
                if cmd.count_atoms("(hydro and bound_to (name N & (%s)))"%src_sele)==1:
                    cmd.iterate_state(1,"(hydro and bound_to (name N & (%s)))"%src_sele,
                                      "stored.list=[x,y,z]")
                    cmd.alter_state(1,"(hydro and bound_to (name N & (%s)))"%frag_name,
                                    "(x,y,z)=stored.list")
                elif cmd.select(tmp_sele1,"(name C & bound_to (%s and elem N))"%src_sele)==1:
                    # position hydro based on location of the carbonyl
                    angle = cmd.get_dihedral("(%s & name C)"%frag_name,
                                             "(%s & name CA)"%frag_name,
                                             "(%s & name N)"%frag_name,
                                             tmp_sele1)
                    cmd.set_dihedral("(%s & name C)"%frag_name,
                                     "(%s & name CA)"%frag_name,
                                     "(%s & name N)"%frag_name,
                                     "(%s & name H)"%frag_name,180.0+angle)
                    cmd.delete(tmp_sele1)

            # add c-cap (if appropriate)
            if self.c_cap in [ 'amin', 'nmet' ]:
                if not cmd.count_atoms("elem N & !(%s) & (bto. (name C & (%s))) & !resn NME+NHH"%
                                       (src_sele,src_sele)):
                    if cmd.count_atoms("name C & (%s)"%(frag_name))==1:
                        if self.c_cap == 'amin':
                            editor.attach_amino_acid("name C & (%s)"%(frag_name), 'nhh')
                        elif self.c_cap == 'nmet':
                            editor.attach_amino_acid("name C & (%s)"%(frag_name), 'nme')
                        if cmd.count_atoms("hydro & bound_to (name N & bound_to (name C & (%s)))"%frag_name):
                            cmd.h_fix("name N & bound_to (name C & (%s))"%frag_name)
                        # trim hydrogens
                        if (self.hyd == 'none'):
                            cmd.remove("("+frag_name+" and hydro)")
                        elif (self.hyd == 'auto'):
                            if cmd.count_atoms("("+src_sele+") and hydro")==0:
                                cmd.remove("("+frag_name+" and hydro)")
                         
            # add n-cap (if appropriate)
            if self.n_cap in [ 'acet' ]:
                if not cmd.count_atoms("elem C & !(%s) & (bto. (name N & (%s))) & !resn ACE "%
                                       (src_sele,src_sele)):
                    if cmd.count_atoms("name N & (%s)"%(frag_name))==1:
                        if self.n_cap == 'acet':
                            editor.attach_amino_acid("name N & (%s)"%(frag_name), 'ace')
                        if cmd.count_atoms("hydro & bound_to (name N & bound_to (name C & (%s)))"%frag_name):
                            cmd.h_fix("name N & (%s)"%frag_name)
                        # trim hydrogens
                        if (self.hyd == 'none'):
                            cmd.remove("("+frag_name+" and hydro)")
                        elif (self.hyd == 'auto'):
                            if cmd.count_atoms("("+src_sele+") and hydro")==0:
                                cmd.remove("("+frag_name+" and hydro)")
 

                    

        cartoon = (cmd.count_atoms("(%s & name CA & rep cartoon)"%src_sele)>0)
        sticks = (cmd.count_atoms("(%s & name CA & rep sticks)"%src_sele)>0)
            
        cmd.delete(obj_name)
        key = rot_type
        lib = None
        if self.dep == 'dep':
            try:
                result = cmd.phi_psi("%s"%src_sele)
                if len(result)==1:
                    (phi,psi) = list(result.values())[0]
                    (phi,psi) = (int(10*round(phi/10)),int(10*(round(psi/10))))
                    key = (rot_type,phi,psi)
                    if key not in self.dep_library:
                        (phi,psi) = (int(20*round(phi/20)),int(20*(round(psi/20))))
                        key = (rot_type,phi,psi)                    
                        if key not in self.dep_library:
                            (phi,psi) = (int(60*round(phi/60)),int(60*(round(psi/60))))
                            key = (rot_type,phi,psi)
                    lib = self.dep_library.get(key,None)
            except:
                pass
        if lib == None:
            key = rot_type
            lib = self.ind_library.get(key,None)
            if (lib!= None) and self.dep == 'dep':
                print(' Mutagenesis: no phi/psi, using backbone-independent rotamers.')
        if lib != None:
            state = 1
            for a in lib:
                cmd.create(obj_name,frag_name,1,state)
                if state == 1:
                    cmd.select(mut_sele,"(byres (%s like %s))"%(obj_name,src_sele)) 
                if rot_type=='PRO':
                    cmd.unbond("(%s & name N)"%mut_sele,"(%s & name CD)"%mut_sele)
                for b in a.keys():
                    if b!='FREQ':
                        cmd.set_dihedral("(%s & n;%s)"%(mut_sele,b[0]),
                                         "(%s & n;%s)"%(mut_sele,b[1]),
                                         "(%s & n;%s)"%(mut_sele,b[2]),
                                         "(%s & n;%s)"%(mut_sele,b[3]),
                                         a[b],state=state)
                    else:
                        cmd.set_title(obj_name,state,"%1.1f%%"%(a[b]*100))
                if rot_type=='PRO':
                    cmd.bond("(%s & name N)"%mut_sele,"(%s & name CD)"%mut_sele)                
                state = state + 1
            cmd.delete(frag_name)
            print(" Mutagenesis: %d rotamers loaded."%len(lib))
            if self.bump_check:
                cmd.delete(bump_name)
                cmd.create(bump_name,
                "(((byobj %s) within 6 of (%s and not name N+C+CA+O+H+HA)) and (not (%s)))|(%s)"%
                           (src_sele,mut_sele,src_sele,mut_sele),singletons=1)
                cmd.color("gray50",bump_name+" and elem C")
                cmd.set("seq_view",0,bump_name,quiet=1)
                cmd.hide("everything",bump_name)
                if ((cmd.select(tmp_sele1, "(name N & (%s in (neighbor %s)))"%
                                (bump_name,src_sele)) == 1) and
                    (cmd.select(tmp_sele2, "(name C & (%s in %s))"%
                                (bump_name,mut_sele)) == 1)):
                    cmd.bond(tmp_sele1,tmp_sele2)
                if ((cmd.select(tmp_sele1,"(name C & (%s in (neighbor %s)))"%
                                (bump_name,src_sele)) == 1) and
                    (cmd.select(tmp_sele2,"(name N & (%s in %s))"%
                                (bump_name,mut_sele)) == 1)):
                    cmd.bond(tmp_sele1,tmp_sele2)
                cmd.delete(tmp_sele1)
                cmd.delete(tmp_sele2)
                
                cmd.protect("%s and not (%s in (%s and not name N+C+CA+O+H+HA))"%
                            (bump_name,bump_name,mut_sele))
                cmd.sculpt_activate(bump_name)
                cmd.show("cgo",bump_name)
                # draw the bumps
                cmd.set("sculpt_vdw_vis_mode",1,bump_name)
                state = 1
                score_best = 1e6
                for a in lib:
                    score = cmd.sculpt_iterate(bump_name, state, 1)
                    self.bump_scores.append(score)
                    if score < score_best:
                        state_best = state
                        score_best = score
                    state = state + 1
            cmd.delete(mut_sele)
        else:
            cmd.create(obj_name,frag_name,1,1)
            print(" Mutagenesis: no rotamers found in library.")
        cmd.set("seq_view",0,obj_name,quiet=1)
        pymol.util.cbaw(obj_name)
        cmd.hide("("+obj_name+")")
        cmd.show(self.rep,obj_name)
        cmd.show('lines',obj_name) #neighbor  always show lines
        if cartoon:
            cmd.show("cartoon",obj_name)
        if sticks:
            cmd.show("sticks",obj_name)
        cmd.set('auto_zoom',auto_zoom,quiet=1)
        cmd.delete(frag_name)
        cmd.frame(state_best)
        cmd.unpick()
        cmd.feedback("pop")
    def do_library(self):
        cmd=self.cmd
        pymol=cmd._pymol
        if not ((cmd.count_atoms("(%s) and name N"%src_sele)==1) and
                (cmd.count_atoms("(%s) and name C"%src_sele)==1) and
                (cmd.count_atoms("(%s) and name O"%src_sele)==1)):
            self.clear()
            return 1
        cmd.feedback("push")
        cmd.feedback("disable","selector","everythin")
        cmd.feedback("disable","editor","actions")
        self.prompt = [ 'Loading rotamers...']
        self.bump_scores = []
        state_best = 0

        pymol.stored.name = 'residue'
        cmd.iterate("first (%s)"%src_sele,'stored.name=model+"/"+segi+"/"+chain+"/"+resn+"`"+resi')
        self.res_text = pymol.stored.name
        cmd.select("_seeker_hilight",src_sele)

        auto_zoom = cmd.get_setting_text('auto_zoom')
        cmd.set('auto_zoom',"0",quiet=1)
        cmd.frame(0)
        cmd.delete(frag_name)
        if self.auto_center:
            cmd.center(src_sele,animate=-1)

        self.lib_mode = self.mode
        if self.lib_mode=="current":
            pymol.stored.resn=""
            cmd.iterate("(%s & name CA)"%src_sele,"stored.resn=resn")
            rot_type = _rot_type_xref.get(pymol.stored.resn,pymol.stored.resn)
            if (self.c_cap!='none') or (self.n_cap!='none') or (self.hyd != 'auto'):
                self.lib_mode = rot_type # force fragment-based load
            else:
                cmd.create(frag_name,src_sele,1,1)
                if self.c_cap=='open':
                    cmd.remove("%s and name OXT"%frag_name)

        if self.lib_mode!='current':
            rot_type = self.lib_mode
            frag_type = self.lib_mode
            if (self.n_cap == 'posi') and (frag_type[0:3]!='NT_'):
                if not ( cmd.count_atoms(
                    "elem C & !(%s) & (bto. (name N & (%s))) &! resn ACE"%
                                     (src_sele,src_sele))):
                    # use N-terminal fragment
                    frag_type ="NT_"+frag_type
            if (self.c_cap == 'nega') and (frag_type[0:3]!='CT_'):
                if not ( cmd.count_atoms("elem N & !(%s) & (bto. (name C & (%s))) & !resn NME+NHH"%
                                     (src_sele,src_sele))):
                    # use C-terminal fragment
                    frag_type ="CT_"+frag_type
            if rot_type[0:3] in [ 'NT_', 'CT_' ]:
                rot_type = rot_type[3:]
            rot_type = _rot_type_xref.get(rot_type, rot_type)
            cmd.fragment(frag_type.lower(), frag_name, origin=0)
            # trim off hydrogens
            if (self.hyd == 'none'):
                cmd.remove("("+frag_name+" and hydro)")
            elif (self.hyd == 'auto'):
                if cmd.count_atoms("("+src_sele+") and hydro")==0:
                    cmd.remove("("+frag_name+" and hydro)")
            # copy identifying information
            cmd.alter("?%s & name CA" % src_sele, "stored.identifiers = (segi, chain, resi, ss, color)", space=self.space)
            cmd.alter("?%s" % frag_name, "(segi, chain, resi, ss) = stored.identifiers[:4]", space=self.space)
            # move the fragment
            if ((cmd.count_atoms("(%s & name CB)"%frag_name)==1) and
                 (cmd.count_atoms("(%s & name CB)"%src_sele)==1)):
                cmd.pair_fit("(%s & name CA)"%frag_name,
                             "(%s & name CA)"%src_sele,
                             "(%s & name CB)"%frag_name,
                             "(%s & name CB)"%src_sele,
                             "(%s & name C)"%frag_name,
                             "(%s & name C)"%src_sele,
                             "(%s & name N)"%frag_name,
                             "(%s & name N)"%src_sele)
            else:
                cmd.pair_fit("(%s & name CA)"%frag_name,
                             "(%s & name CA)"%src_sele,
                             "(%s & name C)"%frag_name,
                             "(%s & name C)"%src_sele,
                             "(%s & name N)"%frag_name,
                             "(%s & name N)"%src_sele)

            # fix the carbonyl position...
            cmd.iterate_state(1,"(%s & name O)"%src_sele,"stored.list=[x,y,z]")
            cmd.alter_state(1,"(%s & name O)"%frag_name,"(x,y,z)=stored.list")
            if cmd.count_atoms("(%s & name OXT)"%src_sele):
                cmd.iterate_state(1,"(%s & name OXT)"%src_sele,"stored.list=[x,y,z]")
                cmd.alter_state(1,"(%s & name OXT)"%frag_name,"(x,y,z)=stored.list")
            elif cmd.count_atoms("(%s & name OXT)"%frag_name): # place OXT if no template exists
                angle = cmd.get_dihedral("(%s & name N)"%frag_name,
                                         "(%s & name CA)"%frag_name,
                                         "(%s & name C)"%frag_name,
                                         "(%s & name O)"%frag_name)
                cmd.protect("(%s & name O)"%frag_name)
                cmd.set_dihedral("(%s & name N)"%frag_name,
                                 "(%s & name CA)"%frag_name,
                                 "(%s & name C)"%frag_name,
                                 "(%s & name OXT)"%frag_name,180.0+angle)
                cmd.deprotect(frag_name)


            # fix the hydrogen position (if any)
            if cmd.count_atoms("(hydro and bound_to (name N & (%s)))"%frag_name)==1:
                if cmd.count_atoms("(hydro and bound_to (name N & (%s)))"%src_sele)==1:
                    cmd.iterate_state(1,"(hydro and bound_to (name N & (%s)))"%src_sele,
                                      "stored.list=[x,y,z]")
                    cmd.alter_state(1,"(hydro and bound_to (name N & (%s)))"%frag_name,
                                    "(x,y,z)=stored.list")
                elif cmd.select(tmp_sele1,"(name C & bound_to (%s and elem N))"%src_sele)==1:
                    # position hydro based on location of the carbonyl
                    angle = cmd.get_dihedral("(%s & name C)"%frag_name,
                                             "(%s & name CA)"%frag_name,
                                             "(%s & name N)"%frag_name,
                                             tmp_sele1)
                    cmd.set_dihedral("(%s & name C)"%frag_name,
                                     "(%s & name CA)"%frag_name,
                                     "(%s & name N)"%frag_name,
                                     "(%s & name H)"%frag_name,180.0+angle)
                    cmd.delete(tmp_sele1)

            # add c-cap (if appropriate)
            if self.c_cap in [ 'amin', 'nmet' ]:
                if not cmd.count_atoms("elem N & !(%s) & (bto. (name C & (%s))) & !resn NME+NHH"%
                                       (src_sele,src_sele)):
                    if cmd.count_atoms("name C & (%s)"%(frag_name))==1:
                        if self.c_cap == 'amin':
                            editor.attach_amino_acid("name C & (%s)"%(frag_name), 'nhh')
                        elif self.c_cap == 'nmet':
                            editor.attach_amino_acid("name C & (%s)"%(frag_name), 'nme')
                        if cmd.count_atoms("hydro & bound_to (name N & bound_to (name C & (%s)))"%frag_name):
                            cmd.h_fix("name N & bound_to (name C & (%s))"%frag_name)
                        # trim hydrogens
                        if (self.hyd == 'none'):
                            cmd.remove("("+frag_name+" and hydro)")
                        elif (self.hyd == 'auto'):
                            if cmd.count_atoms("("+src_sele+") and hydro")==0:
                                cmd.remove("("+frag_name+" and hydro)")

            # add n-cap (if appropriate)
            if self.n_cap in [ 'acet' ]:
                if not cmd.count_atoms("elem C & !(%s) & (bto. (name N & (%s))) & !resn ACE "%
                                       (src_sele,src_sele)):
                    if cmd.count_atoms("name N & (%s)"%(frag_name))==1:
                        if self.n_cap == 'acet':
                            editor.attach_amino_acid("name N & (%s)"%(frag_name), 'ace')
                        if cmd.count_atoms("hydro & bound_to (name N & bound_to (name C & (%s)))"%frag_name):
                            cmd.h_fix("name N & (%s)"%frag_name)
                        # trim hydrogens
                        if (self.hyd == 'none'):
                            cmd.remove("("+frag_name+" and hydro)")
                        elif (self.hyd == 'auto'):
                            if cmd.count_atoms("("+src_sele+") and hydro")==0:
                                cmd.remove("("+frag_name+" and hydro)")




        cartoon = (cmd.count_atoms("(%s & name CA & rep cartoon)"%src_sele)>0)
        sticks = (cmd.count_atoms("(%s & name CA & rep sticks)"%src_sele)>0)

        cmd.delete(obj_name)
        key = rot_type
        lib = None
        if self.dep == 'dep':
            try:
                result = cmd.phi_psi("%s"%src_sele)
                if len(result)==1:
                    (phi,psi) = list(result.values())[0]
                    (phi,psi) = (int(10*round(phi/10)),int(10*(round(psi/10))))
                    key = (rot_type,phi,psi)
                    if key not in self.dep_library:
                        (phi,psi) = (int(20*round(phi/20)),int(20*(round(psi/20))))
                        key = (rot_type,phi,psi)
                        if key not in self.dep_library:
                            (phi,psi) = (int(60*round(phi/60)),int(60*(round(psi/60))))
                            key = (rot_type,phi,psi)
                    lib = self.dep_library.get(key,None)
            except:
                pass
        if lib is None:
            key = rot_type
            lib = self.ind_library.get(key,None)
            if (lib is not None) and self.dep == 'dep':
                print(' Mutagenesis: no phi/psi, using backbone-independent rotamers.')
        if lib is not None:
            state = 1
            for a in lib:
                cmd.create(obj_name,frag_name,1,state)
                if state == 1:
                    cmd.select(mut_sele,"(byres (%s like %s))"%(obj_name,src_sele))
                if rot_type=='PRO':
                    cmd.unbond("(%s & name N)"%mut_sele,"(%s & name CD)"%mut_sele)
                for b in a.keys():
                    if b!='FREQ':
                        cmd.set_dihedral("(%s & n;%s)"%(mut_sele,b[0]),
                                         "(%s & n;%s)"%(mut_sele,b[1]),
                                         "(%s & n;%s)"%(mut_sele,b[2]),
                                         "(%s & n;%s)"%(mut_sele,b[3]),
                                         a[b],state=state)
                    else:
                        cmd.set_title(obj_name,state,"%1.1f%%"%(a[b]*100))
                if rot_type=='PRO':
                    cmd.bond("(%s & name N)"%mut_sele,"(%s & name CD)"%mut_sele)
                state = state + 1
            cmd.delete(frag_name)
            print(" Mutagenesis: %d rotamers loaded."%len(lib))
            if self.bump_check:
                cmd.delete(bump_name)
                cmd.create(bump_name,
                "(((byobj %s) within 6 of (%s and not name N+C+CA+O+H+HA)) and (not (%s)))|(%s)"%
                           (src_sele,mut_sele,src_sele,mut_sele),singletons=1)
                cmd.color("gray50",bump_name+" and elem C")
                cmd.set("seq_view",0,bump_name,quiet=1)
                cmd.hide("everything",bump_name)
                if ((cmd.select(tmp_sele1, "(name N & (%s in (neighbor %s)))"%
                                (bump_name,src_sele)) == 1) and
                    (cmd.select(tmp_sele2, "(name C & (%s in %s))"%
                                (bump_name,mut_sele)) == 1)):
                    cmd.bond(tmp_sele1,tmp_sele2)
                if ((cmd.select(tmp_sele1,"(name C & (%s in (neighbor %s)))"%
                                (bump_name,src_sele)) == 1) and
                    (cmd.select(tmp_sele2,"(name N & (%s in %s))"%
                                (bump_name,mut_sele)) == 1)):
                    cmd.bond(tmp_sele1,tmp_sele2)
                cmd.delete(tmp_sele1)
                cmd.delete(tmp_sele2)

                cmd.protect("%s and not (%s in (%s and not name N+C+CA+O+H+HA))"%
                            (bump_name,bump_name,mut_sele))
                cmd.sculpt_activate(bump_name)
                cmd.show("cgo",bump_name)
                # draw the bumps
                cmd.set("sculpt_vdw_vis_mode",1,bump_name)
                state = 1
                score_best = 1e6
                for a in lib:
                    score = cmd.sculpt_iterate(bump_name, state, 1)
                    self.bump_scores.append(score)
                    if score < score_best:
                        state_best = state
                        score_best = score
                    state = state + 1
            cmd.delete(mut_sele)
        else:
            cmd.create(obj_name,frag_name,1,1)
            print(" Mutagenesis: no rotamers found in library.")
        cmd.set("seq_view",0,obj_name,quiet=1)
        pymol.util.cbaw(obj_name)
        cmd.hide("("+obj_name+")")
        cmd.show(self.rep,obj_name)
        cmd.show('lines',obj_name) #neighbor  always show lines
        if cartoon:
            cmd.show("cartoon",obj_name)
        if sticks:
            cmd.show("sticks",obj_name)
        cmd.set('auto_zoom',auto_zoom,quiet=1)
        cmd.delete(frag_name)
        cmd.frame(state_best)
        cmd.unpick()
        cmd.feedback("pop")
def calculate_phi_psi():
    cmd.phi_psi(structure1)
    cmd.phi_psi(structure2)