From fceeb2129cef53ca7fa009ee4afaa67725c6ce59 Mon Sep 17 00:00:00 2001 From: hmlli Date: Thu, 21 Jul 2022 12:37:50 -0700 Subject: [PATCH 01/17] initiation --- crystal_toolkit/renderables/migration_graph.py | 1 + 1 file changed, 1 insertion(+) create mode 100644 crystal_toolkit/renderables/migration_graph.py diff --git a/crystal_toolkit/renderables/migration_graph.py b/crystal_toolkit/renderables/migration_graph.py new file mode 100644 index 00000000..9e3706b1 --- /dev/null +++ b/crystal_toolkit/renderables/migration_graph.py @@ -0,0 +1 @@ +# initiation of file for [WIP] PR \ No newline at end of file From 2275002ef2f61c8a82844e6e4b9406854c36d416 Mon Sep 17 00:00:00 2001 From: hmlli Date: Thu, 1 Sep 2022 10:59:37 -0700 Subject: [PATCH 02/17] Auto stash before merge of "MGComponent" and "origin/main" --- build/lib/crystal_toolkit/__init__.py | 94 + build/lib/crystal_toolkit/apps/__init__.py | 0 .../apps/assets/crystaltoolkit.css | 7 + .../apps/assets/doi_cache.json | 1 + 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.../transformations/autooxistatedecoration.py | 71 + .../components/transformations/core.py | 486 +++ .../components/transformations/cubic.py | 72 + .../transformations/grainboundary.py | 305 ++ .../components/transformations/rattle.py | 71 + .../components/transformations/slab.py | 130 + .../transformations/substitution.py | 83 + .../components/transformations/supercell.py | 64 + .../lib/crystal_toolkit/components/upload.py | 135 + build/lib/crystal_toolkit/components/xas.py | 239 ++ .../core/ElementColorSchemes.yaml | 225 ++ build/lib/crystal_toolkit/core/__init__.py | 0 build/lib/crystal_toolkit/core/legend.py | 450 +++ build/lib/crystal_toolkit/core/mpcomponent.py | 765 +++++ .../crystal_toolkit/core/panelcomponent.py | 64 + build/lib/crystal_toolkit/core/scene.py | 593 ++++ .../crystal_toolkit/core/tests/__init__.py | 0 .../crystal_toolkit/core/tests/test_legend.py | 173 ++ build/lib/crystal_toolkit/defaults.json | 21 + build/lib/crystal_toolkit/helpers/__init__.py | 0 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build/lib/crystal_toolkit/components/transformations/grainboundary.py create mode 100644 build/lib/crystal_toolkit/components/transformations/rattle.py create mode 100644 build/lib/crystal_toolkit/components/transformations/slab.py create mode 100644 build/lib/crystal_toolkit/components/transformations/substitution.py create mode 100644 build/lib/crystal_toolkit/components/transformations/supercell.py create mode 100644 build/lib/crystal_toolkit/components/upload.py create mode 100644 build/lib/crystal_toolkit/components/xas.py create mode 100644 build/lib/crystal_toolkit/core/ElementColorSchemes.yaml create mode 100644 build/lib/crystal_toolkit/core/__init__.py create mode 100644 build/lib/crystal_toolkit/core/legend.py create mode 100644 build/lib/crystal_toolkit/core/mpcomponent.py create mode 100644 build/lib/crystal_toolkit/core/panelcomponent.py create mode 100644 build/lib/crystal_toolkit/core/scene.py create mode 100644 build/lib/crystal_toolkit/core/tests/__init__.py create mode 100644 build/lib/crystal_toolkit/core/tests/test_legend.py create mode 100644 build/lib/crystal_toolkit/defaults.json create mode 100644 build/lib/crystal_toolkit/helpers/__init__.py create mode 100644 build/lib/crystal_toolkit/helpers/asymptote_renderer.py create mode 100644 build/lib/crystal_toolkit/helpers/layouts.py create mode 100644 build/lib/crystal_toolkit/helpers/povray_renderer.py create mode 100644 build/lib/crystal_toolkit/helpers/utils.py create mode 100644 build/lib/crystal_toolkit/mpid_cache.json create mode 100644 build/lib/crystal_toolkit/renderables/__init__.py create mode 100644 build/lib/crystal_toolkit/renderables/lattice.py create mode 100644 build/lib/crystal_toolkit/renderables/molecule.py create mode 100644 build/lib/crystal_toolkit/renderables/moleculegraph.py create mode 100644 build/lib/crystal_toolkit/renderables/phasediagram.py create mode 100644 build/lib/crystal_toolkit/renderables/site.py create mode 100644 build/lib/crystal_toolkit/renderables/structure.py create mode 100644 build/lib/crystal_toolkit/renderables/structuregraph.py create mode 100644 build/lib/crystal_toolkit/renderables/trajectory.py create mode 100644 build/lib/crystal_toolkit/renderables/volumetric.py create mode 100644 build/lib/crystal_toolkit/settings.py create mode 100644 crystal_toolkit.egg-info/PKG-INFO create mode 100644 crystal_toolkit.egg-info/SOURCES.txt create mode 100644 crystal_toolkit.egg-info/dependency_links.txt create mode 100644 crystal_toolkit.egg-info/requires.txt create mode 100644 crystal_toolkit.egg-info/top_level.txt create mode 100644 dist/crystal_toolkit-2021.4.29-py3.9.egg diff --git a/build/lib/crystal_toolkit/__init__.py b/build/lib/crystal_toolkit/__init__.py new file mode 100644 index 00000000..349e78c1 --- /dev/null +++ b/build/lib/crystal_toolkit/__init__.py @@ -0,0 +1,94 @@ +import json +import os as _os +from collections import defaultdict +from pathlib import Path + +# pleasant hack to support MSONable objects in Dash callbacks natively +from monty.json import MSONable + +from crystal_toolkit.renderables import * + +__version__ = "2021.04.29" + +MODULE_PATH = Path(__file__).parents[0] + + +def to_plotly_json(self): + return self.as_dict() + + +MSONable.to_plotly_json = to_plotly_json + + +# Populate the default values from the JSON file +_DEFAULTS = defaultdict(lambda: None) +default_js = _os.path.join( + _os.path.join(_os.path.dirname(_os.path.abspath(__file__))), "./", "defaults.json" +) + +with open(default_js) as handle: + _DEFAULTS.update(json.loads(handle.read())) + + +def _repr_mimebundle_(self, include=None, exclude=None): + """ + Render Scenes using crystaltoolkit-extension for Jupyter Lab. + """ + # TODO: add Plotly, application/vnd.plotly.v1+json + + help_text_ct = """If you see this text, the Crystal Toolkit Jupyter Lab \n +extension is not installed. You can install it by running \n +\"pip install crystaltoolkit-extension\" \n +from the same environment you run \"jupyter lab\". \n +This only works in Jupyter Lab 3.x or above.\n\n +""" + + help_text_plotly = """If you see this text, the Plotly Jupyter Lab extension +is not installed, please consult Plotly documentation for information on how to +install. +""" + + # TODO: to be strict here, we could use inspect.signature + # and .return_annotation is either a Scene or a go.Figure respectively + # and also check all .parameters .kind.name have no POSITIONAL_ONLY + # in practice, fairly unlikely this will cause issues without strict checking + + if hasattr(self, "get_scene"): + return { + "application/vnd.mp.ctk+json": self.get_scene().to_json(), + "text/plain": help_text_ct + self.__repr__(), + } + elif hasattr(self, "get_plot"): + return { + "application/vnd.plotly.v1+json": self.get_plot().to_plotly_json(), + "text/plain": help_text_plotly + self.__repr__(), + } + else: + return {"application/json": self.as_dict(), "text/plain": self.__repr__()} + + +MSONable._repr_mimebundle_ = _repr_mimebundle_ + + +def show_json(self): + from IPython.display import display_json + + return display_json(self.as_dict(), raw=True) + + +MSONable.show_json = show_json + + +def _ipython_display_(self): + """ + Render Scenes using crystaltoolkit-extension for Jupyter Lab. + + This function ensures that objects are also printed in string format + as previously. + """ + from IPython.display import publish_display_data + + publish_display_data(self._repr_mimebundle_()) + + +MSONable._ipython_display_ = _ipython_display_ diff --git a/build/lib/crystal_toolkit/apps/__init__.py b/build/lib/crystal_toolkit/apps/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/build/lib/crystal_toolkit/apps/assets/crystaltoolkit.css b/build/lib/crystal_toolkit/apps/assets/crystaltoolkit.css new file mode 100644 index 00000000..898dda08 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/assets/crystaltoolkit.css @@ -0,0 +1,7 @@ + + + +body, html, .body { + background: #f3f3f3 !important; +} + diff --git a/build/lib/crystal_toolkit/apps/assets/doi_cache.json b/build/lib/crystal_toolkit/apps/assets/doi_cache.json new file mode 100644 index 00000000..47fe246f --- /dev/null +++ b/build/lib/crystal_toolkit/apps/assets/doi_cache.json @@ -0,0 +1 @@ +{"10.26434/chemrxiv.11294480.v1": "D. Waroquiers, J. George, M. Horton, S. Schenk, K. Persson, G.-M. Rignanese, X. Gonze, and G. Hautier, \u201cChemEnv\u202f: A Fast and Robust Coordination Environment Identification Tool,\u201d Dec. 2019.\n", "10.3389/fmats.2017.00034": "N. E. R. Zimmermann, M. K. Horton, A. Jain, and M. 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.mpc-radio-label{margin-right:10px;display:flex;flex-direction:row;flex-direction:row;align-items:center}.edge-selector .mpc-radio-label .mpc-radio{margin-right:5px} + diff --git a/build/lib/crystal_toolkit/apps/assets/task_ids_on_load.json b/build/lib/crystal_toolkit/apps/assets/task_ids_on_load.json new file mode 100644 index 00000000..62090fd1 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/assets/task_ids_on_load.json @@ -0,0 +1 @@ +["mp-797", "mp-1953", "mp-564", "mp-3040", "mp-782", "mp-7986", "mp-766", "mp-7140", "mp-21471", "mp-22898", "mp-969", "mp-761", "mp-21171", "mp-1219", "mp-23037", "mp-25503", "mp-541937", "mp-720", "mp-739", "mp-931", "mp-933", "mp-1066", "mp-21168", "mp-24964", "mp-3499", "mp-3574", "mp-5019", "mp-546794", "mp-633", "mp-6562", "mp-6625", "mp-663", "mp-6646", "mp-665", "mp-869", "mp-889", "mp-20211", "mp-20351", "mp-20717", "mp-9967", "mp-22386", "mp-23026", "mp-2597", "mp-3038", "mp-978986", "mp-1112", "mp-1662", "mp-286", "mp-9945", "mp-1781", 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"is_spin_polarized": false} \ No newline at end of file diff --git a/build/lib/crystal_toolkit/apps/examples/Si_dos.json b/build/lib/crystal_toolkit/apps/examples/Si_dos.json new file mode 100644 index 00000000..3d974cc2 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/Si_dos.json @@ -0,0 +1 @@ +{"@module": "pymatgen.electronic_structure.dos", "@class": "CompleteDos", "efermi": 5.63422086, "structure": {"@module": "pymatgen.core.structure", "@class": "Structure", "charge": null, "lattice": {"matrix": [[-2.734463, -2.734463, 0.0], [-2.734463, 0.0, -2.734463], [0.0, -2.734463, -2.734463]], "a": 3.8671146604074202, "b": 3.8671146604074202, "c": 3.8671146604074202, "alpha": 59.99999999999999, "beta": 59.99999999999999, "gamma": 59.99999999999999, "volume": 40.89273419687557}, "sites": [{"species": [{"element": "Si", "occu": 1}], "abc": [0.75, 0.75, 0.75], "xyz": [-4.1016945, -4.1016945, -4.1016945], "label": "Si", "properties": {}}, {"species": [{"element": "Si", "occu": 1}], 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a/build/lib/crystal_toolkit/apps/examples/__init__.py b/build/lib/crystal_toolkit/apps/examples/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/build/lib/crystal_toolkit/apps/examples/bandstructure.py b/build/lib/crystal_toolkit/apps/examples/bandstructure.py new file mode 100644 index 00000000..33f18f84 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/bandstructure.py @@ -0,0 +1,50 @@ +# standard Dash imports +import dash +import dash_html_components as html +import dash_core_components as dcc + +# standard Crystal Toolkit import +import crystal_toolkit.components as ctc +from crystal_toolkit.settings import SETTINGS +from crystal_toolkit.helpers.layouts import H1, H2, Container + +# dos and bs data from local jsons +from monty.serialization import loadfn +import os + + +# create Dash app as normal, assets folder set for visual styles only +app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) + +# If callbacks created dynamically they cannot be statically checked at app startup. +# For this simple example this IS a problem and, +# nested layout this will need to be enabled -- consult Dash documentation +# for more information. +# app.config["suppress_callback_exceptions"] = True + +path = os.path.dirname(os.path.realpath(__file__)) +bandstructure_symm_line = loadfn(path + "/GaN_bs.json") +density_of_states = loadfn(path + "/GaN_dos.json") + +# # create the Crystal Toolkit component +bsdos_component = ctc.BandstructureAndDosComponent( + bandstructure_symm_line=bandstructure_symm_line, + density_of_states=density_of_states, + id="bs_dos", +) + +# example layout to demonstrate capabilities of component +my_layout = Container( + [H1("Band Structure and Density of States Example"), bsdos_component.layout(),] +) + +# wrap your app.layout with crystal_toolkit_layout() +# to ensure all necessary components are loaded into layout +ctc.register_crystal_toolkit(app, layout=my_layout) + + +# allow app to be run using "python structure.py" +# in production, deploy behind gunicorn or similar +# see Dash documentation for more information +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/basic_hello_structure.py b/build/lib/crystal_toolkit/apps/examples/basic_hello_structure.py new file mode 100644 index 00000000..13307717 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/basic_hello_structure.py @@ -0,0 +1,24 @@ +# as explained in "preamble" section in documentation +import dash +import dash_html_components as html +import dash_core_components as dcc +import crystal_toolkit.components as ctc + +app = dash.Dash() + +# create our crystal structure using pymatgen +from pymatgen.core.structure import Structure +from pymatgen.core.lattice import Lattice + +structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) + +# create the Crystal Toolkit component +structure_component = ctc.StructureMoleculeComponent(structure) + +# add the component's layout to our app's layout +my_layout = html.Div([structure_component.layout()]) + +# as explained in "preamble" section in documentation +ctc.register_crystal_toolkit(app=app, layout=my_layout) +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/basic_hello_structure_interactive.py b/build/lib/crystal_toolkit/apps/examples/basic_hello_structure_interactive.py new file mode 100644 index 00000000..7d759886 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/basic_hello_structure_interactive.py @@ -0,0 +1,49 @@ +# as above +import dash +import dash_html_components as html +import dash_core_components as dcc +import crystal_toolkit.components as ctc + +# standard Dash imports for callbacks (interactivity) +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate + +from pymatgen.core.structure import Structure +from pymatgen.core.lattice import Lattice + +app = dash.Dash() + +# now we give a list of structures to pick from +structures = [ + Structure(Lattice.cubic(4), ["Na", "Cl"], [[0, 0, 0], [0.5, 0.5, 0.5]]), + Structure(Lattice.cubic(5), ["K", "Cl"], [[0, 0, 0], [0.5, 0.5, 0.5]]), +] + +# we show the first structure by default +structure_component = ctc.StructureMoleculeComponent(structures[0]) + +# and we create a button for user interaction +my_button = html.Button("Swap Structure", id="change_structure_button") + +# now we have two entries in our app layout, +# the structure component's layout and the button +my_layout = html.Div([structure_component.layout(), my_button]) + +ctc.register_crystal_toolkit(app=app, layout=my_layout, cache=None) + +# for the interactivity, we use a standard Dash callback +@app.callback( + Output(structure_component.id(), "data"), + [Input("change_structure_button", "n_clicks")], +) +def update_structure(n_clicks): + # on load, n_clicks will be None, and no update is required + # after clicking on the button, n_clicks will be an int and incremented + if not n_clicks: + raise PreventUpdate + return structures[n_clicks % 2] + + +# as above +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/basic_hello_world.py b/build/lib/crystal_toolkit/apps/examples/basic_hello_world.py new file mode 100644 index 00000000..17f243f8 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/basic_hello_world.py @@ -0,0 +1,22 @@ +# standard Dash imports +import dash +import dash_html_components as html +import dash_core_components as dcc + +# standard Crystal Toolkit import +import crystal_toolkit.components as ctc + +# create Dash app as normal +app = dash.Dash() + +# create your layout +my_layout = html.Div(["Hello scientist!"]) + +# tell Crystal Toolkit about the app and layout we want to display +ctc.register_crystal_toolkit(app=app, layout=my_layout, cache=None) + +# allow app to be run using "python app.py" +# in production, deploy behind gunicorn or similar +# see Dash documentation for more information +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/diffraction.py b/build/lib/crystal_toolkit/apps/examples/diffraction.py new file mode 100644 index 00000000..0f10e8e5 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/diffraction.py @@ -0,0 +1,43 @@ +# standard Dash imports +import dash +import dash_html_components as html +import dash_core_components as dcc + +# standard Crystal Toolkit import +import crystal_toolkit.components as ctc +from crystal_toolkit.settings import SETTINGS +from crystal_toolkit.helpers.layouts import H1, H3, Container + +# import for this example +from pymatgen.ext.matproj import MPRester +from pymatgen.analysis.phase_diagram import PhaseDiagram +from pymatgen.analysis.diffraction.xrd import XRDCalculator + +# create Dash app as normal +app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) + +# create our crystal structure using pymatgen +from pymatgen.core.structure import Structure +from pymatgen.core.lattice import Lattice + +structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) + +xrd_component = ctc.XRayDiffractionComponent(initial_structure=structure) + +# example layout to demonstrate capabilities of component +my_layout = Container( + [ + H1("XRDComponent Example"), + H3("Generated from Structure object"), + xrd_component.layout(), + ] +) + +# as explained in "preamble" section in documentation +ctc.register_crystal_toolkit(app=app, layout=my_layout) + +# allow app to be run using "python structure.py" +# in production, deploy behind gunicorn or similar +# see Dash documentation for more information +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/diffraction_dynamic.py b/build/lib/crystal_toolkit/apps/examples/diffraction_dynamic.py new file mode 100644 index 00000000..5c8a3594 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/diffraction_dynamic.py @@ -0,0 +1,46 @@ +# standard Dash imports +import dash +import dash_html_components as html +import dash_core_components as dcc +from dash.dependencies import Input, Output + +# standard Crystal Toolkit import +import crystal_toolkit.components as ctc +from crystal_toolkit.settings import SETTINGS +from crystal_toolkit.helpers.layouts import H1, H2, Container, Button + +# create Dash app as normal +app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) + +# create our crystal structure using pymatgen +from pymatgen.core.structure import Structure +from pymatgen.core.lattice import Lattice + +xrd_component = ctc.XRayDiffractionComponent() + +# example layout to demonstrate capabilities of component +my_layout = Container( + [ + H1("XRDComponent Example (Structure Added After Loading)"), + xrd_component.layout(), + Button("Load XRD", id="load-xrd-button"), + ] +) + +# as explained in "preamble" section in documentation +ctc.register_crystal_toolkit(app=app, layout=my_layout) + + +@app.callback( + Output(xrd_component.id(), "data"), [Input("load-xrd-button", "n_clicks")] +) +def load_structure(n_clicks): + structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) + return structure + + +# allow app to be run using "python structure.py" +# in production, deploy behind gunicorn or similar +# see Dash documentation for more information +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/diffraction_empty.py b/build/lib/crystal_toolkit/apps/examples/diffraction_empty.py new file mode 100644 index 00000000..d1c364fb --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/diffraction_empty.py @@ -0,0 +1,41 @@ +# standard Dash imports +import dash +import dash_html_components as html +import dash_core_components as dcc + +# standard Crystal Toolkit import +import crystal_toolkit.components as ctc +from crystal_toolkit.settings import SETTINGS +from crystal_toolkit.helpers.layouts import H1, H2, Container + +# import for this example +from pymatgen.core.structure import Structure +from pymatgen.core.lattice import Lattice +from pymatgen.ext.matproj import MPRester +from pymatgen.analysis.phase_diagram import PhaseDiagram +from pymatgen.analysis.diffraction.xrd import XRDCalculator + +# create Dash app as normal +app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) + +# create our crystal structure using pymatgen +from pymatgen.core.structure import Structure +from pymatgen.core.lattice import Lattice + +structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) + +xrd_component = ctc.XRayDiffractionComponent() + +# example layout to demonstrate capabilities of component +my_layout = Container( + [H1("XRDComponent Example (Empty, No Structure Defined)"), xrd_component.layout(),] +) + +# as explained in "preamble" section in documentation +ctc.register_crystal_toolkit(app=app, layout=my_layout) + +# allow app to be run using "python structure.py" +# in production, deploy behind gunicorn or similar +# see Dash documentation for more information +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/phase_diagram.py b/build/lib/crystal_toolkit/apps/examples/phase_diagram.py new file mode 100644 index 00000000..513cea73 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/phase_diagram.py @@ -0,0 +1,71 @@ +# standard Dash imports +import dash +import dash_core_components as dcc +import dash_html_components as html + +# import for this example +from pymatgen.ext.matproj import MPRester +from pymatgen.analysis.phase_diagram import PhaseDiagram + +# standard Crystal Toolkit import +import crystal_toolkit.components as ctc + +# create Dash app as normal +app = dash.Dash() + +# If callbacks created dynamically they cannot be statically checked at app startup. +# For this simple example this is not a problem, but if creating a complicated, +# nested layout this will need to be enabled -- consult Dash documentation +# for more information. +app.config["suppress_callback_exceptions"] = True + +# tell Crystal Toolkit about the app +ctc.register_app(app) + +# first, retrieve entries from Materials Project +with MPRester() as mpr: + # li_entries = mpr.get_entries_in_chemsys(["Li"]) + # li_o_entries = mpr.get_entries_in_chemsys(["Li", "O"]) + li_co_o_entries = mpr.get_entries_in_chemsys(["Li", "O", "Co"]) + # li_co_o_fe_entries = mpr.get_entries_in_chemsys(["Li", "O", "Co", "Fe"]) + +# and then create the phase diagrams +# li_phase_diagram = PhaseDiagram(li_entries) +# li_o_phase_diagram = PhaseDiagram(li_o_entries) +li_co_o_phase_diagram = PhaseDiagram(li_co_o_entries) +# li_co_o_fe_phase_diagram = PhaseDiagram(li_co_o_fe_entries) + +# and the corresponding Crystal Toolkit components +# we're creating four components here to demonstrate +# visualizing 1-D, 2-D, 3-D and 4-D phase diagrams +# li_phase_diagram_component = ctc.PhaseDiagramComponent(li_phase_diagram) +# li_o_phase_diagram_component = ctc.PhaseDiagramComponent(li_o_phase_diagram) +li_co_o_phase_diagram_component = ctc.PhaseDiagramComponent(li_co_o_phase_diagram) +# li_co_o_fe_phase_diagram_component = ctc.PhaseDiagramComponent(li_co_o_fe_phase_diagram) + +print(li_co_o_entries) + +# example layout to demonstrate capabilities of component +my_layout = html.Div( + [ + html.H1("PhaseDiagramComponent Example"), + html.H2("Standard Layout (1 Element)"), + html.H2("Standard Layout (2 Elements)"), + html.H2("Standard Layout (3 Elements)"), + li_co_o_phase_diagram_component.layout(), + html.H2("Standard Layout (4 Elements)"), + html.H2("Technical Details"), + dcc.Markdown(str(li_co_o_phase_diagram_component)), + ] +) + +# wrap your app.layout with crystal_toolkit_layout() +# to ensure all necessary components are loaded into layout +app.layout = ctc.crystal_toolkit_layout(my_layout) + + +# allow app to be run using "python structure.py" +# in production, deploy behind gunicorn or similar +# see Dash documentation for more information +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/structure.py b/build/lib/crystal_toolkit/apps/examples/structure.py new file mode 100644 index 00000000..231ec437 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/structure.py @@ -0,0 +1,52 @@ +# standard Dash imports +import dash +import dash_core_components as dcc +import dash_html_components as html + +# import for this example +from pymatgen.core.structure import Structure +from pymatgen.core.lattice import Lattice + +# standard Crystal Toolkit import +import crystal_toolkit.components as ctc + +# create Dash app as normal +app = dash.Dash() + +# create the Structure object +structure = Structure( + Lattice.cubic(4.2), + ["Na", "K"], + [[0, 0, 0], [0.5, 0.5, 0.5]], + site_properties={"magmom": [-10, 10]}, +) + +# create the Crystal Toolkit component +structure_component = ctc.StructureMoleculeComponent(structure, id="struct") + +# example layout to demonstrate capabilities of component +my_layout = html.Div( + [ + html.H1("StructureMoleculeComponent Example"), + html.H2("Standard Layout"), + structure_component.layout(size="400px"), + html.H2("Optional Additional Layouts"), + html.H3("Screenshot Layout"), + structure_component.screenshot_layout(), + html.H3("Options Layout"), + structure_component.options_layout(), + html.H3("Title Layout"), + structure_component.title_layout(), + html.H3("Legend Layout"), + structure_component.legend_layout(), + ] +) + +# tell crystal toolkit about your app and layout +ctc.register_crystal_toolkit(app, layout=my_layout) + +# allow app to be run using "python structure.py" +# in production, deploy behind gunicorn or similar +# see Dash documentation for more information +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/tests/__init__.py b/build/lib/crystal_toolkit/apps/examples/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/build/lib/crystal_toolkit/apps/examples/tests/test_basic.py b/build/lib/crystal_toolkit/apps/examples/tests/test_basic.py new file mode 100644 index 00000000..cf1992fc --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/tests/test_basic.py @@ -0,0 +1,48 @@ +from crystal_toolkit.apps.examples.basic_hello_world import app as hello_world_app +from crystal_toolkit.apps.examples.basic_hello_structure import ( + app as hello_structure_app, +) +from crystal_toolkit.apps.examples.basic_hello_structure_interactive import ( + app as hello_structure_interactive_app, +) + +import time + + +def test_hello_scientist(dash_duo): + + dash_duo.start_server(hello_world_app) + dash_duo.clear_storage() + + time.sleep(1) + dash_duo.percy_snapshot("hello_scientist") + + logs = dash_duo.get_logs() + # assert bool(logs) is False, f"Browser console contains an error: {logs}" + + +def test_hello_structure(dash_duo): + dash_duo.start_server(hello_structure_app) + dash_duo.clear_storage() + + time.sleep(1) + dash_duo.percy_snapshot("hello_structure") + + logs = dash_duo.get_logs() + # assert bool(logs) is False, f"Browser console contains an error: {logs}" + + +def test_hello_structure_interactive(dash_duo): + dash_duo.start_server(hello_structure_interactive_app) + dash_duo.clear_storage() + + time.sleep(1) + dash_duo.percy_snapshot("hello_structure_interactive_on_load") + + dash_duo.multiple_click("#change_structure_button", 1) + + time.sleep(1) + dash_duo.percy_snapshot("hello_structure_interactive_on_click") + + logs = dash_duo.get_logs() + # assert bool(logs) is False, f"Browser console contains an error: {logs}" diff --git a/build/lib/crystal_toolkit/apps/examples/tests/test_bs.py b/build/lib/crystal_toolkit/apps/examples/tests/test_bs.py new file mode 100644 index 00000000..05d685cf --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/tests/test_bs.py @@ -0,0 +1,25 @@ +from crystal_toolkit.apps.examples.bandstructure import app +import time + + +def test_bs(dash_duo): + + dash_duo.start_server(app) + dash_duo.clear_storage() + + time.sleep(5) + dash_duo.percy_snapshot("example_bsdos_on_load") + + # test choosing elemental projection + el = dash_duo.select_dcc_dropdown("#_ct_bs_dos_dos-select", index=1) + + time.sleep(3) + dash_duo.percy_snapshot("example_bsdos_projection_index_1") + + # test selecting total orbital projection + el = dash_duo.select_dcc_dropdown("#_ct_bs_dos_dos-select", index=2) + + time.sleep(3) + dash_duo.percy_snapshot("example_bsdos_projection_index_2") + + # assert bool(dash_duo.get_logs()) is False, f"Browser console contains an error: {dash_duo.get_logs()}" diff --git a/build/lib/crystal_toolkit/apps/examples/tests/test_structure.py b/build/lib/crystal_toolkit/apps/examples/tests/test_structure.py new file mode 100644 index 00000000..20b66e24 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/tests/test_structure.py @@ -0,0 +1,25 @@ +from crystal_toolkit.apps.examples.structure import app +import time + + +def test_structure(dash_duo): + + dash_duo.start_server(app) + dash_duo.clear_storage() + + time.sleep(5) + dash_duo.percy_snapshot("example_structure_on_load") + + # test changing radius + el = dash_duo.select_dcc_dropdown("#_ct_my_structure_radius_strategy", index=0) + time.sleep(1) + dash_duo.percy_snapshot("example_structure_radius_index_0") + + # test changing radius again + el = dash_duo.select_dcc_dropdown("#_ct_my_structure_radius_strategy", index=2) + time.sleep(1) + dash_duo.percy_snapshot("example_structure_primitive_radius_index_2") + + # assert ( + # bool(dash_duo.get_logs()) is False + # ), f"Browser console contains an error: {dash_duo.get_logs()}" diff --git a/build/lib/crystal_toolkit/apps/examples/transformations.py b/build/lib/crystal_toolkit/apps/examples/transformations.py new file mode 100644 index 00000000..73a606f7 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/transformations.py @@ -0,0 +1,82 @@ +# standard Dash imports +import dash +import dash_html_components as html +import dash_core_components as dcc +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate + +# standard Crystal Toolkit import +import crystal_toolkit.components as ctc +from dash_mp_components import JsonView + +# import for this example +from pymatgen.core.structure import Structure +from pymatgen.core.lattice import Lattice + +# create Dash app as normal +app = dash.Dash() + +# create the Structure object +structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) + +from pymatgen.ext.matproj import MPRester + +# create an input structure as an example +structure_component = ctc.StructureMoleculeComponent( + MPRester().get_structure_by_material_id("mp-804"), id="structure_in" +) +# and a way to view the transformed structure +structure_component_transformed = ctc.StructureMoleculeComponent( + MPRester().get_structure_by_material_id("mp-804"), id="structure_out" +) + +# and the transformation component itself +transformation_component = ctc.AllTransformationsComponent( + input_structure_component=structure_component, +) + +# example layout to demonstrate capabilities of component +my_layout = html.Div( + [ + html.H1("TransformationComponent Example"), + html.H2("Standard Layout"), + transformation_component.layout(), + html.H3("Example Input Structure"), + structure_component.layout(size="500px"), + html.H3("Example Transformed Structure"), + structure_component_transformed.layout(size="500px"), + html.H3("JSON View of Transformations"), + JsonView(id="json"), + ] +) + +# tell crystal toolkit about your app and layout +ctc.register_crystal_toolkit(app, layout=my_layout) + +# this is here for to see the JSON representation of +# the transformations when running the example app, +# it is not necessary for running the component +app.clientside_callback( + """ + function (...args) { + return {"transformations": args} + } + """, + Output("json", "src"), + [Input(t.id(), "data") for t in transformation_component.transformations.values()], +) + + +@app.callback( + Output(structure_component_transformed.id(), "data"), + [Input(transformation_component.id(), "data")], +) +def update_structure(struct): + return struct + + +# allow app to be run using "python structure.py" +# in production, deploy behind gunicorn or similar +# see Dash documentation for more information +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/transformations_minimal.py b/build/lib/crystal_toolkit/apps/examples/transformations_minimal.py new file mode 100644 index 00000000..e610dd45 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/transformations_minimal.py @@ -0,0 +1,72 @@ +# standard Dash imports +import dash +import dash_core_components as dcc +import dash_html_components as html +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate +from dash_mp_components import JsonView + +# import for this example +from pymatgen.core.structure import Structure +from pymatgen.core.lattice import Lattice + +# standard Crystal Toolkit import +import crystal_toolkit.components as ctc + +# create Dash app as normal +app = dash.Dash() + +# create the Structure object +structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) + + +from pymatgen.ext.matproj import MPRester + +# create an input structure as an example +structure = MPRester().get_structure_by_material_id("mp-804") +structure_in = dcc.Store(id="structure_in", data=structure.as_dict()) +# patch, this should be a JSON component ... +structure_in.id = lambda: "structure_in" + +# and the transformation component itself +transformation_component = ctc.AllTransformationsComponent( + transformations=[ + "AutoOxiStateDecorationTransformationComponent", + "SupercellTransformationComponent", + # "SlabTransformationComponent", + # "SubstitutionTransformationComponent", + "CubicSupercellTransformationComponent", + # "GrainBoundaryTransformationComponent" + ], + input_structure=structure_in, +) + +# example layout to demonstrate capabilities of component +my_layout = html.Div( + [ + html.H1("TransformationComponent Example"), + html.H2("Standard Layout"), + transformation_component.layout(), + html.H3("Example Input Structure"), + JsonView(src=structure.as_dict()), + html.H3("Example Transformed Structure"), + JsonView(src={}, id="structure_out"), + ] +) + +# tell crystal toolkit about your app and layout +ctc.register_crystal_toolkit(app, layout=my_layout) + + +@app.callback( + Output("structure_out", "data"), [Input(transformation_component.id(), "data")], +) +def update_structure(struct): + return struct + + +# allow app to be run using "python structure.py" +# in production, deploy behind gunicorn or similar +# see Dash documentation for more information +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/write_structure_screenshot_to_file.py b/build/lib/crystal_toolkit/apps/examples/write_structure_screenshot_to_file.py new file mode 100644 index 00000000..c80416d3 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/examples/write_structure_screenshot_to_file.py @@ -0,0 +1,72 @@ +# This example is used to write structures to images in an automated manner. +# It is a very specific script! Not intended for general use. +import urllib +from time import sleep +from pathlib import Path + +import dash +import dash_html_components as html +import dash_core_components as dcc +from dash.dependencies import Input, Output, State +from pymatgen.symmetry.analyzer import SpacegroupAnalyzer + +import crystal_toolkit.components as ctc + + +SCREENSHOT_PATH = Path.home() / "screenshots" + +app = dash.Dash() +server = app.server + +structure_component = ctc.StructureMoleculeComponent( + show_compass=False, + bonded_sites_outside_unit_cell=True, + scene_settings={"zoomToFit2D": True}, +) + +my_layout = html.Div( + [structure_component.layout(), dcc.Location(id="url"), html.Div(id="dummy-output")] +) + + +def get_structure_for_mpid(mpid): + from pymatgen.ext.matproj import MPRester + + with MPRester() as mpr: + structure = mpr.get_structure_by_material_id(mpid) + + structure = SpacegroupAnalyzer(structure).get_conventional_standard_structure() + return structure + + +@app.callback( + Output(structure_component.id("scene"), "imageRequest"), + [Input(structure_component.id("graph"), "data")], +) +def trigger_image_request(data): + sleep(1) + return {"filetype": "png"} + + +@app.callback(Output(structure_component.id(), "data"), [Input("url", "pathname")]) +def trigger_new_data(url): + return get_structure_for_mpid(url[1:]) + + +@app.callback( + Output("dummy-output", "children"), + [Input(structure_component.id("scene"), "imageDataTimestamp")], + [State("url", "pathname"), State(structure_component.id("scene"), "imageData")], +) +def save_image(image_data_timestamp, url, image_data): + if image_data: + # print(image_data.strip("data:image/png;base64,")[-1:-100]) + # image_bytes = b64decode(image_data.strip("data:image/png;base64,").encode('ascii')) + response = urllib.request.urlopen(image_data) + with open(SCREENSHOT_PATH / f"{url[1:]}.png", "wb") as f: + f.write(response.file.read()) + + +ctc.register_crystal_toolkit(app=app, layout=my_layout) +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/main.py b/build/lib/crystal_toolkit/apps/main.py new file mode 100644 index 00000000..400ca58d --- /dev/null +++ b/build/lib/crystal_toolkit/apps/main.py @@ -0,0 +1,549 @@ +import logging +import os +from ast import literal_eval +from random import choice +from time import time +from typing import Optional +from urllib import parse +from uuid import uuid4 + +import dash +import sentry_sdk +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate +from flask_caching import Cache +from monty.serialization import loadfn +from pymatgen.core import __version__ as pmg_version +from pymatgen.ext.matproj import MPRester + +import crystal_toolkit.components as ctc +from crystal_toolkit import __file__ as module_path +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.helpers.layouts import * +from crystal_toolkit.settings import SETTINGS + +# choose a default structure on load +path = os.path.join(os.path.dirname(module_path), "apps/assets/task_ids_on_load.json") +DEFAULT_MPIDS = loadfn(path) + +################################################################################ +# region SET UP APP +################################################################################ + +meta_tags = [ # TODO: add og-image, etc., title + { + "name": "description", + "content": "Crystal Toolkit allows you to import, view, analyze and transform " + "crystal structures and molecules using the full power of the Materials " + "Project.", + } +] + +print("SETTINGS") +for setting, value in SETTINGS: + print(f"{setting}: {value}") + +if not SETTINGS.ASSETS_PATH: + warnings.warn( + "Set CRYSTAL_TOOLKIT_ASSETS environment variable or app will be unstyled." + ) + +external_scripts = [] +if not SETTINGS.DEBUG_MODE: + # MathJax support + external_scripts.append( + "https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.4/MathJax.js?config=TeX-MML-AM_CHTML" + ) + +app = dash.Dash( + __name__, + meta_tags=meta_tags, + assets_folder=SETTINGS.ASSETS_PATH, + external_scripts=external_scripts, + prevent_initial_callbacks=False, + title="Crystal Toolkit", + update_title=None, +) +app.scripts.config.serve_locally = True + +# Materials Project embed mode +if not SETTINGS.MP_EMBED_MODE: + app.config["assets_ignore"] = r".*\.mpembed\..*" + box_size = "65vmin" +else: + # reduce zoom level and box size due to iframe on materialsproject.org + ctc.StructureMoleculeComponent.default_scene_settings["defaultZoom"] = 0.5 + box_size = "50vmin" + + +app.server.secret_key = str(uuid4()) +server = app.server + +# logging of errors +if SETTINGS.SENTRY_DSN: + sentry_sdk.init(SETTINGS.SENTRY_DSN) + +# endregion +########### + + +################################################################################ +# region SET UP CACHE +################################################################################ + +if SETTINGS.DEBUG_MODE: + # disable cache in debug + cache = Cache(app.server, config={"CACHE_TYPE": "null"}) +else: + cache = Cache( + app.server, + config={ + "CACHE_TYPE": "redis", + "CACHE_REDIS_URL": os.environ.get("REDIS_URL", SETTINGS.REDIS_URL), + }, + ) + +# endregion + + +################################################################################ +# region SET UP LOGGING +################################################################################ + +logger = logging.getLogger(app.title) + +# endregion + + +################################################################################ +# region INSTANTIATE CORE COMPONENTS +################################################################################ + +search_component = ctc.SearchComponent() +upload_component = ctc.StructureMoleculeUploadComponent() + + +transformation_component = ctc.AllTransformationsComponent( + transformations=[ + "SupercellTransformationComponent", + "AutoOxiStateDecorationTransformationComponent", + "CubicSupercellTransformationComponent", + "GrainBoundaryTransformationComponent", + "MonteCarloRattleTransformationComponent", + "SlabTransformationComponent", + "SubstitutionTransformationComponent", + ] +) + +struct_component = ctc.StructureMoleculeComponent( + links={"default": transformation_component.id()} +) + +download_component = ctc.DownloadPanelComponent( + links={"default": struct_component.id()} +) + +robocrys_panel = ctc.RobocrysComponent(links={"default": transformation_component.id()}) +xrd_panel = ctc.DiffractionPanelComponent( + links={"default": transformation_component.id()} +) +# pbx_component = ctc.PourbaixDiagramPanelComponent(origin_component=struct_component) +# +symmetry_panel = ctc.SymmetryPanel(links={"default": struct_component.id()}) +localenv_panel = ctc.LocalEnvironmentPanel( + links={ + "default": struct_component.id(), + "graph": struct_component.id("graph"), + "display_options": struct_component.id("display_options"), + } +) + +if SETTINGS.MP_EMBED_MODE: + action_div = html.Div([]) + # submit_snl_panel = ctc.SubmitSNLPanel(origin_component=struct_component) + # action_div = html.Div( + # [submit_snl_panel.panel_layout, download_component.panel_layout] + # ) +else: + action_div = html.Div([download_component.panel_layout()]) + +panels = [ + symmetry_panel, + localenv_panel, + xrd_panel, + robocrys_panel, +] + + +if SETTINGS.MP_EMBED_MODE: + mp_section = (html.Div(),) +else: + + # bsdos_component = ctc.BandstructureAndDosPanelComponent( + # origin_component=search_component + # ) + # # grain_boundary_panel = ctc.GrainBoundaryPanel(origin_component=search_component) + # xas_component = ctc.XASPanelComponent(origin_component=search_component) + # pd_component = ctc.PhaseDiagramPanelComponent(origin_component=struct_component) + # literature_component = ctc.LiteratureComponent(origin_component=struct_component) + # + # mp_panels = [ + # pd_component, + # pbx_component, + # magnetism_component, + # xas_component, + # bsdos_component, + # # grain_boundary_panel, + # literature_component, + # ] + + mp_panels = [] + + mp_section = ( + H3("Materials Project"), + html.Div([panel.panel_layout() for panel in mp_panels], id="mp_panels"), + ) + + +body_layout = [ + html.Br(), + H3("Transform"), + html.Div([transformation_component.layout()]), + html.Br(), + H3("Analyze"), + html.Div([panel.panel_layout() for panel in panels], id="panels"), + # html.Br(), + # *mp_section, +] + +banner = html.Div(id="banner") +if SETTINGS.DEBUG_MODE: + banner = html.Div( + [ + html.Br(), + MessageContainer( + [ + MessageHeader("Warning"), + MessageBody( + dcc.Markdown( + "The app is running in debug mode so will be slower than usual and error " + "messages may appear." + ) + ), + ], + kind="warning", + ), + ], + id="banner", + ) + +api_offline, api_error = True, "Unknown error connecting to Materials Project API." +try: + with MPRester() as mpr: + api_check = mpr._make_request("/api_check") + if not api_check.get("api_key_valid", False): + api_error = ( + "Materials Project API key not supplied or not valid, " + "please set PMG_MAPI_KEY in your environment." + ) + else: + api_offline = False +except Exception as exception: + api_error = str(exception) +if api_offline: + banner = html.Div( + [ + html.Br(), + MessageContainer( + [ + MessageHeader("Error: Cannot connect to Materials Project"), + MessageBody(api_error), + ], + kind="danger", + ), + ], + id="banner", + ) + + +# endregion + + +################################################################################ +# region CREATE OTHER LAYOUT ELEMENTS +################################################################################ + + +footer = Footer( + html.Div( + [ + dcc.Markdown( + f"App created by [Crystal Toolkit Development Team](https://github.com/materialsproject/crystaltoolkit/graphs/contributors). \n" + f"Bug reports and feature requests gratefully accepted, please send them to [@mkhorton](mailto:mkhorton@lbl.gov). \n" + f"Powered by [The Materials Project](https://materialsproject.org), " + f"[pymatgen v{pmg_version}](http://pymatgen.org) and " + f"[Dash by Plotly](https://plot.ly/products/dash/). " + f"Deployed on [Spin](http://www.nersc.gov/users/data-analytics/spin/)." + ) + ], + className="content has-text-centered", + ), + style={"padding": "1rem 1rem 1rem", "background-color": "inherit"}, +) + +panel_choices = dcc.Dropdown( + options=[{"label": panel.title, "value": idx} for idx, panel in enumerate(panels)], + multi=True, + value=[idx for idx in range(len(panels))], + id="panel-choices", +) + +panel_description = dcc.Markdown( + [ + "Crystal Toolkit offers various *panels* which each provide different ways " + "of analyzing, transforming or retrieving information about a material using " + "resources and tools available to The Materials Project. Some panels " + "retrieve data or run algorithms on demand, so please allow some time " + "for them to run. Explore these panels below." + ], + className="mpc-panel-description", +) + + +# endregion + + +################################################################################ +# region DEFINE MAIN LAYOUT +################################################################################ + +master_layout = Container( + [ + dcc.Location(id="url", refresh=False), + banner, + Section( + [ + Columns( + [ + Column( + [ + struct_component.title_layout(), + html.Div(style={"float": "right"}), + ] + ) + ] + ), + Columns( + [ + Column( + [ + # TODO: test responsiveness of layout on phone + Loading( + Box( + struct_component.layout(size="100%"), + style={ + "width": box_size, + "height": box_size, + "minWidth": "300px", + "minHeight": "300px", + "maxWidth": "600px", + "maxHeight": "600px", + "overflow": "hidden", + "padding": "0.25rem", + "marginBottom": "0.5rem", + }, + ) + ), + html.Div( + [ + html.Div( + struct_component.legend_layout(), + style={"float": "left"}, + ), + html.Div( + [struct_component.screenshot_layout()], + style={"float": "right"}, + ), + ], + style={ + "width": box_size, + "minWidth": "300px", + "marginBottom": "40px", + }, + ), + ], + narrow=True, + ), + Column( + [ + Reveal( + [ + search_component.layout(), + upload_component.layout(), + ], + title="Load Crystal", + open=True, + style={"lineHeight": "1"}, + id="load", + ), + Reveal( + [struct_component.options_layout()], + title="Display Options", + id="display-options", + ), + action_div, + ], + style={"width": box_size, "max-width": box_size}, + ), + ], + desktop_only=False, + centered=False, + ), + Columns([Column(body_layout)]), + ] + ), + Section(footer), + ] +) + +ctc.register_crystal_toolkit(layout=master_layout, app=app, cache=cache) + +# endregion + + +################################################################################ +# region SET UP APP-SPECIFIC CALLBACKS +################################################################################ + + +@app.callback(Output(search_component.id("input"), "value"), [Input("url", "href")]) +def update_search_term_on_page_load(href: str) -> str: + """ + If an mpid is provided in the url, load that mpid. Otherwise + load a random mpid from the DEFAULT_MPIDS global variable. + + Args: + href: e.g. "http://localhost:8050/mp-11358" + + Returns: an mpid + """ + if href is None: + raise PreventUpdate + pathname = str(parse.urlparse(href).path).split("/") + if len(pathname) <= 1: + raise PreventUpdate + elif not pathname[1]: + return choice(DEFAULT_MPIDS) + else: + return pathname[1].replace("+", " ") + + +@app.callback( + [ + Output(search_component.id("input"), "n_submit"), + Output(search_component.id("input"), "n_submit_timestamp"), + ], + [Input(search_component.id("input"), "value")], + [State(search_component.id("input"), "n_submit")], +) +def perform_search_on_page_load(search_term: str, n_submit: Optional[int]): + """ + Loading with an mpid in the URL requires populating the search term with + the mpid, this callback forces that search to then take place by force updating + n_submit and n_submit_timestamp props. + + Args: + search_term: e.g. mp-11358 + n_submit: + + Returns: (1, time in ms since 1970) + """ + # TODO: could be a client side callback + if n_submit is None: + return 1, int(round(time() * 1000)) + else: + raise PreventUpdate + + +@app.callback(Output("url", "pathname"), [Input(search_component.id(), "data")]) +def update_url_pathname_from_search_term(mpid: Optional[str]) -> str: + """ + Updates the URL from the search term. Technically a circular callback, + this is done to prevent the app seeming inconsistent from the end user. + + Args: + mpid: mpid + + Returns: mpid + """ + # TODO: could be a client side callback + if mpid is None: + raise PreventUpdate + return mpid + + +@app.callback( + Output(transformation_component.id("input_structure"), "data"), + [Input(search_component.id(), "data"), Input(upload_component.id(), "data")], +) +def master_update_structure(search_mpid: Optional[str], upload_data: Optional[str]): + """ + A new structure is loaded either from the search component or from the + upload component. This callback triggers the update, and uses the callback + context to determine which should take precedence if there is both a search + term and uploaded data present. + + Args: + search_mpid: e.g. "mp-11358" + upload_data: output of upload component, {"data": ..., "error" ...} + + Returns: an encoded Structure + """ + + if not search_mpid and not upload_data: + raise PreventUpdate + + if not dash.callback_context.triggered: + raise PreventUpdate + + if len(dash.callback_context.triggered) > 1: + # triggered by both on initial load + load_by = "mpid" + elif ( + dash.callback_context.triggered[0]["prop_id"] == search_component.id() + ".data" + ): + load_by = "mpid" + else: + load_by = "uploaded" + + upload_data = upload_data or {} + + if load_by == "mpid": + + if search_mpid is None: + raise PreventUpdate + + with MPRester() as mpr: + # TODO: add comprehensive fix to this in pymatgen + try: + struct = mpr.get_task_data(search_mpid, "structure")[0]["structure"] + print("Struct from task.") + except: + struct = mpr.get_structure_by_material_id(search_mpid) + print("Struct from material.") + else: + + struct = MPComponent.from_data(upload_data["data"]) + + return struct + + +# endregion + +################################################################################ +# Run server :-) +################################################################################ + + +if __name__ == "__main__": + app.run_server(debug=SETTINGS.DEBUG_MODE, port=8051) diff --git a/build/lib/crystal_toolkit/apps/tests/__init__.py b/build/lib/crystal_toolkit/apps/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/build/lib/crystal_toolkit/apps/tests/test_main.py b/build/lib/crystal_toolkit/apps/tests/test_main.py new file mode 100644 index 00000000..1ed51953 --- /dev/null +++ b/build/lib/crystal_toolkit/apps/tests/test_main.py @@ -0,0 +1,18 @@ +from crystal_toolkit.apps.main import app +import time + + +def test_main_app_startup(dash_duo): + + dash_duo.start_server(app) + # dash_duo.clear_storage() + + dash_duo.wait_for_element("#StructureMoleculeComponent_title", timeout=4) + time.sleep(10) + + dash_duo.percy_snapshot("main_app_startup-layout") + dash_duo.take_snapshot("main_app_startup-layout") + + assert ( + dash_duo.get_logs() == [] + ), f"Browser console contains an error: {dash_duo.get_logs()}" diff --git a/build/lib/crystal_toolkit/components/__init__.py b/build/lib/crystal_toolkit/components/__init__.py new file mode 100644 index 00000000..461ad74c --- /dev/null +++ b/build/lib/crystal_toolkit/components/__init__.py @@ -0,0 +1,58 @@ +from crystal_toolkit.core.mpcomponent import MPComponent + +register_app = MPComponent.register_app +register_cache = MPComponent.register_cache +register_crystal_toolkit = MPComponent.register_crystal_toolkit +crystal_toolkit_layout = MPComponent.crystal_toolkit_layout + +from crystal_toolkit.components.search import SearchComponent +from crystal_toolkit.components.structure import StructureMoleculeComponent + +# from crystal_toolkit.components.robocrys import RobocrysComponent + +from crystal_toolkit.components.diffraction import ( + XRayDiffractionComponent, + DiffractionPanelComponent, +) + +# from crystal_toolkit.components.xas import XASComponent, XASPanelComponent +from crystal_toolkit.components.download import DownloadPanelComponent +from crystal_toolkit.components.submit_snl import SubmitSNLPanel +from crystal_toolkit.components.symmetry import SymmetryPanel +from crystal_toolkit.components.upload import StructureMoleculeUploadComponent + +from crystal_toolkit.components.bandstructure import ( + BandstructureAndDosComponent, + BandstructureAndDosPanelComponent, +) + +# from crystal_toolkit.components.phase_diagram import ( +# PhaseDiagramComponent, +# PhaseDiagramPanelComponent, +# ) +# from crystal_toolkit.components.pourbaix import ( +# PourbaixDiagramComponent, +# PourbaixDiagramPanelComponent, +# ) +from crystal_toolkit.components.localenv import LocalEnvironmentPanel + +from crystal_toolkit.components.transformations.core import AllTransformationsComponent +from crystal_toolkit.components.transformations.autooxistatedecoration import ( + AutoOxiStateDecorationTransformationComponent, +) +from crystal_toolkit.components.transformations.cubic import ( + CubicSupercellTransformationComponent, +) +from crystal_toolkit.components.transformations.grainboundary import ( + GrainBoundaryTransformationComponent, +) +from crystal_toolkit.components.transformations.slab import SlabTransformationComponent +from crystal_toolkit.components.transformations.substitution import ( + SubstitutionTransformationComponent, +) +from crystal_toolkit.components.transformations.supercell import ( + SupercellTransformationComponent, +) +from crystal_toolkit.components.transformations.rattle import ( + MonteCarloRattleTransformationComponent, +) diff --git a/build/lib/crystal_toolkit/components/bandstructure.py b/build/lib/crystal_toolkit/components/bandstructure.py new file mode 100644 index 00000000..8bfd5f66 --- /dev/null +++ b/build/lib/crystal_toolkit/components/bandstructure.py @@ -0,0 +1,921 @@ +import itertools + +import numpy as np +import plotly.graph_objs as go +import plotly.subplots as tls +from dash.dependencies import Input, Output +from dash.exceptions import PreventUpdate + +from dash_mp_components import CrystalToolkitScene +from pymatgen.ext.matproj import MPRester +from pymatgen.core.periodic_table import Element +from pymatgen.electronic_structure.bandstructure import ( + BandStructureSymmLine, + BandStructure, +) +from pymatgen.electronic_structure.core import Spin +from pymatgen.electronic_structure.dos import CompleteDos +from pymatgen.electronic_structure.plotter import BSPlotter, fold_point +from pymatgen.symmetry.bandstructure import HighSymmKpath + +from crystal_toolkit.core.scene import Scene, Lines, Spheres, Convex, Cylinders +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.core.panelcomponent import PanelComponent +from crystal_toolkit.helpers.layouts import * + +# Author: Jason Munro +# Contact: jmunro@lbl.gov + +# TODO: think about moving functionality to BSPlotter, DosPlotter +# TODO: remove access to private attributes of BSPlotter + + +class BandstructureAndDosComponent(MPComponent): + def __init__( + self, + mpid=None, + bandstructure_symm_line=None, + density_of_states=None, + id=None, + **kwargs, + ): + + # this is a compound component, can be fed by mpid or + # by the BandStructure itself + super().__init__( + id=id, + default_data={ + "mpid": mpid, + "bandstructure_symm_line": bandstructure_symm_line, + "density_of_states": density_of_states, + }, + **kwargs, + ) + + @property + def _sub_layouts(self): + + # defaults + state = {"label-select": "lm", "dos-select": "ap"} + + bs, dos = BandstructureAndDosComponent._get_bs_dos(self.initial_data["default"]) + fig = BandstructureAndDosComponent.get_figure(bs, dos) + # Main plot + graph = Loading( + [dcc.Graph(figure=fig, config={"displayModeBar": False}, responsive=True,)], + id=self.id("bsdos-div"), + ) + + # Brillouin zone + zone_scene = self.get_brillouin_zone_scene(bs) + zone = CrystalToolkitScene(data=zone_scene.to_json(), sceneSize="500px") + + # Hide by default if not loaded by mpid, switching between k-paths + # on-the-fly only supported for bandstructures retrieved from MP + show_path_options = bool(self.initial_data["default"]["mpid"]) + + # Convention selection for band structure + convention = html.Div( + [ + self.get_choice_input( + kwarg_label="path-convention", + state=state, + label="Path convention", + help_str="Convention to choose path in k-space", + options=[ + {"label": "Latimer-Munro", "value": "lm"}, + {"label": "Hinuma et al.", "value": "hin"}, + {"label": "Setyawan-Curtarolo", "value": "sc",}, + ], + ) + ], + style={"width": "200px"} + if show_path_options + else {"max-width": "200", "display": "none"}, + id=self.id("path-container"), + ) + + # Equivalent labels across band structure conventions + label_select = html.Div( + [ + self.get_choice_input( + kwarg_label="label-select", + state=state, + label="Label convention", + help_str="Convention to choose labels for path in k-space", + options=[ + {"label": "Latimer-Munro", "value": "lm"}, + {"label": "Hinuma et al.", "value": "hin"}, + {"label": "Setyawan-Curtarolo", "value": "sc",}, + ], + ) + ], + style={"width": "200px"} + if show_path_options + else {"width": "200px", "display": "none"}, + id=self.id("label-container"), + ) + + # Density of states data selection + dos_select = self.get_choice_input( + kwarg_label="dos-select", + state=state, + label="Projection", + help_str="Choose projection", + options=[{"label": "Atom Projected", "value": "ap"}], + style={"width": "200px"}, + ) + + table = get_data_list(self._get_data_list_dict(bs, dos)) + + return { + "graph": graph, + "convention": convention, + "dos-select": dos_select, + "label-select": label_select, + "zone": zone, + "table": table, + } + + def layout(self): + return html.Div( + [ + Columns([Column([self._sub_layouts["graph"]])]), + Columns( + [ + Column( + [ + self._sub_layouts["convention"], + self._sub_layouts["label-select"], + self._sub_layouts["dos-select"], + ] + ) + ] + ), + Columns( + [ + Column([Label("Summary"), self._sub_layouts["table"]]), + Column([Label("Brillouin Zone"), self._sub_layouts["zone"]]), + ] + ), + ] + ) + + @staticmethod + def _get_bs_dos(data): + + data = data or {} + + # this component can be loaded either from mpid or + # directly from BandStructureSymmLine or CompleteDos objects + # if mpid is supplied, this is preferred + + mpid = data.get("mpid") + bandstructure_symm_line = data.get("bandstructure_symm_line") + density_of_states = data.get("density_of_states") + + if not mpid and (bandstructure_symm_line is None or density_of_states is None): + return None, None + + if mpid: + + with MPRester() as mpr: + + try: + bandstructure_symm_line = mpr.get_bandstructure_by_material_id(mpid) + except Exception as exc: + print(exc) + bandstructure_symm_line = None + + try: + density_of_states = mpr.get_dos_by_material_id(mpid) + except Exception as exc: + print(exc) + density_of_states = None + + else: + + if bandstructure_symm_line and isinstance(bandstructure_symm_line, dict): + bandstructure_symm_line = BandStructureSymmLine.from_dict( + bandstructure_symm_line + ) + + if density_of_states and isinstance(density_of_states, dict): + density_of_states = CompleteDos.from_dict(density_of_states) + + return bandstructure_symm_line, density_of_states + + @staticmethod + def get_ifermi_scene(bs: BandStructure) -> Scene: + pass + + @staticmethod + def get_brillouin_zone_scene(bs: BandStructureSymmLine) -> Scene: + + if not bs: + return Scene(name="brillouin_zone", contents=[]) + + # TODO: from BSPlotter, merge back into BSPlotter + # Brillouin zone + bz_lattice = bs.structure.lattice.reciprocal_lattice + bz = bz_lattice.get_wigner_seitz_cell() + lines = [] + for iface in range(len(bz)): # pylint: disable=C0200 + for line in itertools.combinations(bz[iface], 2): + for jface in range(len(bz)): + if ( + iface < jface + and any(np.all(line[0] == x) for x in bz[jface]) + and any(np.all(line[1] == x) for x in bz[jface]) + ): + lines += [list(line[0]), list(line[1])] + + zone_lines = Lines(positions=lines) + zone_surface = Convex(positions=lines, opacity=0.05, color="#000000") + + # - Strip latex math wrapping for labels + # TODO: add to string utils in pymatgen + str_replace = { + "$": "", + "\\mid": "|", + "\\Gamma": "Γ", + "\\Sigma": "Σ", + "GAMMA": "Γ", + "_1": "₁", + "_2": "₂", + "_3": "₃", + "_4": "₄", + "_{1}": "₁", + "_{2}": "₂", + "_{3}": "₃", + "_{4}": "₄", + "^{*}": "*", + } + + labels = {} + for k in bs.kpoints: + if k.label: + label = k.label + for orig, new in str_replace.items(): + label = label.replace(orig, new) + labels[label] = bz_lattice.get_cartesian_coords(k.frac_coords) + labels = [ + Spheres(positions=[coords], tooltip=label, radius=0.03, color="#5EB1BF") + for label, coords in labels.items() + ] + + path = [] + cylinder_pairs = [] + for b in bs.branches: + start = bz_lattice.get_cartesian_coords( + bs.kpoints[b["start_index"]].frac_coords + ) + end = bz_lattice.get_cartesian_coords( + bs.kpoints[b["end_index"]].frac_coords + ) + path += [start, end] + cylinder_pairs += [[start, end]] + # path_lines = Lines(positions=path, color="#ff4b5c",) + path_lines = Cylinders( + positionPairs=cylinder_pairs, color="#5EB1BF", radius=0.01 + ) + ibz_region = Convex(positions=path, opacity=0.2, color="#5EB1BF") + + contents = [zone_lines, zone_surface, path_lines, ibz_region, *labels] + + cbm = bs.get_cbm()["kpoint"] + vbm = bs.get_vbm()["kpoint"] + + if cbm and vbm: + + if cbm.label: + cbm_label = cbm.label + for orig, new in str_replace.items(): + cbm_label = cbm_label.replace(orig, new) + cbm_label = f"CBM at {cbm_label}" + else: + cbm_label = "CBM" + + if cbm == vbm: + cbm_label = f"VBM and {cbm_label}" + + cbm_coords = bz_lattice.get_cartesian_coords(cbm.frac_coords) + cbm = Spheres( + positions=[cbm_coords], tooltip=cbm_label, radius=0.05, color="#7E259B" + ) + + contents.append(cbm) + + if cbm != vbm: + if vbm.label: + vbm_label = vbm.label + for orig, new in str_replace.items(): + vbm_label = vbm_label.replace(orig, new) + vbm_label = f"VBM at {vbm_label}" + else: + vbm_label = "VBM" + + vbm_coords = bz_lattice.get_cartesian_coords(vbm.frac_coords) + vbm = Spheres( + positions=[vbm_coords], + tooltip=vbm_label, + radius=0.05, + color="#7E259B", + ) + + contents.append(vbm) + + return Scene(name="brillouin_zone", contents=contents) + + @staticmethod + def get_bandstructure_traces(bs, path_convention, energy_window=(-6.0, 10.0)): + + if path_convention == "lm": + bs = HighSymmKpath.get_continuous_path(bs) + + bs_reg_plot = BSPlotter(bs) + + bs_data = bs_reg_plot.bs_plot_data(split_branches=False) + + bands = [] + for band_num in range(bs.nb_bands): + for segment in bs_data["energy"][str(Spin.up)]: + if any(segment[band_num] <= energy_window[1]) and any( + segment[band_num] >= energy_window[0] + ): + bands.append(band_num) + + bstraces = [] + + cbm = bs.get_cbm() + vbm = bs.get_vbm() + + cbm_new = bs_data["cbm"] + vbm_new = bs_data["vbm"] + + bar_loc = [] + + for d, dist_val in enumerate(bs_data["distances"]): + + x_dat = dist_val + + traces_for_segment = [] + + segment = bs_data["energy"][str(Spin.up)][d] + + traces_for_segment += [ + { + "x": x_dat, + "y": segment[band_num], + "mode": "lines", + "line": {"color": "#1f77b4"}, + "hoverinfo": "skip", + "name": "spin ↑" if bs.is_spin_polarized else "Total", + "hovertemplate": "%{y:.2f} eV", + "showlegend": False, + "xaxis": "x", + "yaxis": "y", + } + for band_num in bands + ] + + if bs.is_spin_polarized: + traces_for_segment += [ + { + "x": x_dat, + "y": [ + bs_data["energy"][str(Spin.down)][d][i][j] + for j in range(len(bs_data["distances"][d])) + ], + "mode": "lines", + "line": {"color": "#ff7f0e", "dash": "dot"}, + "hoverinfo": "skip", + "showlegend": False, + "name": "spin ↓", + "hovertemplate": "%{y:.2f} eV", + "xaxis": "x", + "yaxis": "y", + } + for i in bands + ] + + bstraces += traces_for_segment + + bar_loc.append(dist_val[-1]) + + # - Strip latex math wrapping for labels + str_replace = { + "$": "", + "\\mid": "|", + "\\Gamma": "Γ", + "\\Sigma": "Σ", + "GAMMA": "Γ", + "_1": "₁", + "_2": "₂", + "_3": "₃", + "_4": "₄", + "_{1}": "₁", + "_{2}": "₂", + "_{3}": "₃", + "_{4}": "₄", + "^{*}": "*", + } + + for entry_num in range(len(bs_data["ticks"]["label"])): + for key in str_replace.keys(): + if key in bs_data["ticks"]["label"][entry_num]: + bs_data["ticks"]["label"][entry_num] = bs_data["ticks"]["label"][ + entry_num + ].replace(key, str_replace[key]) + + # Vertical lines for disjointed segments + vert_traces = [ + { + "x": [x_point, x_point], + "y": energy_window, + "mode": "lines", + "marker": {"color": "white"}, + "hoverinfo": "skip", + "showlegend": False, + "xaxis": "x", + "yaxis": "y", + } + for x_point in bar_loc + ] + + bstraces += vert_traces + + # Dots for cbm and vbm + + dot_traces = [ + { + "x": [x_point], + "y": [y_point], + "mode": "markers", + "marker": { + "color": "#7E259B", + "size": 16, + "line": {"color": "white", "width": 2}, + }, + "showlegend": False, + "hoverinfo": "text", + "name": "", + "hovertemplate": "CBM: k = {}, {} eV".format( + list(cbm["kpoint"].frac_coords), cbm["energy"] + ), + "xaxis": "x", + "yaxis": "y", + } + for (x_point, y_point) in set(cbm_new) + ] + [ + { + "x": [x_point], + "y": [y_point], + "mode": "marker", + "marker": { + "color": "#7E259B", + "size": 16, + "line": {"color": "white", "width": 2}, + }, + "showlegend": False, + "hoverinfo": "text", + "name": "", + "hovertemplate": "VBM: k = {}, {} eV".format( + list(vbm["kpoint"].frac_coords), vbm["energy"] + ), + "xaxis": "x", + "yaxis": "y", + } + for (x_point, y_point) in set(vbm_new) + ] + + bstraces += dot_traces + + return bstraces, bs_data + + @staticmethod + def get_dos_traces(dos, dos_select, energy_window=(-6.0, 10.0)): + + dostraces = [] + + dos_max = np.abs((dos.energies - dos.efermi - energy_window[1])).argmin() + dos_min = np.abs((dos.energies - dos.efermi - energy_window[0])).argmin() + + # TODO: pymatgen should have a property here + spin_polarized = len(dos.densities.keys()) == 2 + + if spin_polarized: + # Add second spin data if available + trace_tdos = { + "x": -1.0 * dos.densities[Spin.down][dos_min:dos_max], + "y": dos.energies[dos_min:dos_max] - dos.efermi, + "mode": "lines", + "name": "Total DOS (spin ↓)", + "line": go.scatter.Line(color="#444444", dash="dot"), + "fill": "tozerox", + "fillcolor": "#C4C4C4", + "xaxis": "x2", + "yaxis": "y2", + } + + dostraces.append(trace_tdos) + + tdos_label = "Total DOS (spin ↑)" + else: + tdos_label = "Total DOS" + + # Total DOS + trace_tdos = { + "x": dos.densities[Spin.up][dos_min:dos_max], + "y": dos.energies[dos_min:dos_max] - dos.efermi, + "mode": "lines", + "name": tdos_label, + "line": go.scatter.Line(color="#444444"), + "fill": "tozerox", + "fillcolor": "#C4C4C4", + "legendgroup": "spinup", + "xaxis": "x2", + "yaxis": "y2", + } + + dostraces.append(trace_tdos) + + ele_dos = dos.get_element_dos() + elements = [str(entry) for entry in ele_dos.keys()] + + if dos_select == "ap": + proj_data = ele_dos + elif dos_select == "op": + proj_data = dos.get_spd_dos() + elif "orb" in dos_select: + proj_data = dos.get_element_spd_dos(Element(dos_select.replace("orb", ""))) + else: + raise PreventUpdate + + # Projected DOS + count = 0 + colors = [ + "#d62728", # brick red + "#2ca02c", # cooked asparagus green + "#17becf", # blue-teal + "#bcbd22", # curry yellow-green + "#9467bd", # muted purple + "#8c564b", # chestnut brown + "#e377c2", # raspberry yogurt pink + ] + + for label in proj_data.keys(): + + if spin_polarized: + trace = { + "x": -1.0 * proj_data[label].densities[Spin.down][dos_min:dos_max], + "y": dos.energies[dos_min:dos_max] - dos.efermi, + "mode": "lines", + "name": str(label) + " (spin ↓)", + "line": dict(width=3, color=colors[count], dash="dot"), + "xaxis": "x2", + "yaxis": "y2", + } + + dostraces.append(trace) + spin_up_label = str(label) + " (spin ↑)" + + else: + spin_up_label = str(label) + + trace = { + "x": proj_data[label].densities[Spin.up][dos_min:dos_max], + "y": dos.energies[dos_min:dos_max] - dos.efermi, + "mode": "lines", + "name": spin_up_label, + "line": dict(width=2, color=colors[count]), + "xaxis": "x2", + "yaxis": "y2", + } + + dostraces.append(trace) + + count += 1 + + return dostraces + + @staticmethod + def get_figure( + bs, dos, path_convention="sc", dos_select="ap", energy_window=(-6.0, 10.0) + ): + + if (not dos) and (not bs): + + empty_plot_style = { + "xaxis": {"visible": False}, + "yaxis": {"visible": False}, + "paper_bgcolor": "rgba(0,0,0,0)", + "plot_bgcolor": "rgba(0,0,0,0)", + } + + return go.Figure(layout=empty_plot_style) + + if bs: + bstraces, bs_data = BandstructureAndDosComponent.get_bandstructure_traces( + bs, path_convention=path_convention, energy_window=energy_window + ) + + if dos: + dostraces = BandstructureAndDosComponent.get_dos_traces( + dos, dos_select=dos_select, energy_window=energy_window + ) + + # TODO: add logic to handle if bstraces and/or dostraces not present + + rmax = max( + [ + max(dostraces[0]["x"]), + abs(min(dostraces[0]["x"])), + max(dostraces[1]["x"]), + abs(min(dostraces[1]["x"])), + ] + ) + + # -- Add trace data to plots + + xaxis_style = dict( + title=dict(text="Wave Vector", font=dict(size=16)), + tickmode="array", + tickvals=bs_data["ticks"]["distance"], + ticktext=bs_data["ticks"]["label"], + tickfont=dict(size=16), + ticks="inside", + tickwidth=2, + showgrid=False, + showline=True, + zeroline=False, + linewidth=2, + mirror=True, + range=[0, bs_data["ticks"]["distance"][-1]], + linecolor="rgb(71,71,71)", + gridcolor="white", + ) + + yaxis_style = dict( + title=dict(text="E−Efermi (eV)", font=dict(size=16)), + tickfont=dict(size=16), + showgrid=False, + showline=True, + zeroline=True, + mirror="ticks", + ticks="inside", + linewidth=2, + tickwidth=2, + zerolinewidth=2, + range=[-5, 9], + linecolor="rgb(71,71,71)", + gridcolor="white", + zerolinecolor="white", + ) + + xaxis_style_dos = dict( + title=dict(text="Density of States", font=dict(size=16)), + tickfont=dict(size=16), + showgrid=False, + showline=True, + zeroline=False, + mirror=True, + ticks="inside", + linewidth=2, + tickwidth=2, + range=[-rmax * 1.1 * int(len(bs_data["energy"].keys()) == 2), rmax * 1.1,], + linecolor="rgb(71,71,71)", + gridcolor="white", + zerolinecolor="white", + zerolinewidth=2, + ) + + yaxis_style_dos = dict( + tickfont=dict(size=16), + showgrid=False, + showline=True, + zeroline=True, + showticklabels=False, + mirror="ticks", + ticks="inside", + linewidth=2, + tickwidth=2, + zerolinewidth=2, + range=[-5, 9], + linecolor="rgb(71,71,71)", + gridcolor="white", + zerolinecolor="white", + matches="y", + anchor="x2", + ) + + layout = dict( + title="", + xaxis1=xaxis_style, + xaxis2=xaxis_style_dos, + yaxis=yaxis_style, + yaxis2=yaxis_style_dos, + showlegend=True, + height=500, + width=1000, + hovermode="closest", + paper_bgcolor="rgba(0,0,0,0)", + plot_bgcolor="rgba(230,230,230,230)", + margin=dict(l=60, b=50, t=50, pad=0, r=30), + # clickmode="event+select" + ) + + figure = {"data": bstraces + dostraces, "layout": layout} + + legend = dict( + x=1.02, + y=1.005, + xanchor="left", + yanchor="top", + bordercolor="#333", + borderwidth=2, + traceorder="normal", + ) + + figure["layout"]["legend"] = legend + + figure["layout"]["xaxis1"]["domain"] = [0.0, 0.7] + figure["layout"]["xaxis2"]["domain"] = [0.73, 1.0] + + return figure + + @staticmethod + def _get_data_list_dict(bs, dos): + + return { + "Band Gap": "... eV", + "Direct Gap": "...", + "CBM": "...", + "VBM": "...", + "Spin Polarization": "...", + } + + def generate_callbacks(self, app, cache): + @app.callback( + Output(self.id("bsdos-div"), "children"), [Input(self.id("traces"), "data")] + ) + def update_graph(traces): + + if traces == "error": + search_error = ( + MessageContainer( + [ + MessageBody( + dcc.Markdown( + "Band structure and density of states not available for this selection." + ) + ) + ], + kind="warning", + ), + ) + return search_error + + if traces is None: + raise PreventUpdate + + figure = self.get_figure(bs, dos, path_convention, dos_select) + + return [ + dcc.Graph( + figure=figure, config={"displayModeBar": False}, responsive=True + ) + ] + + @app.callback( + [ + Output(self.id("label-select"), "value"), + Output(self.id("label-container"), "style"), + ], + [ + Input(self.id("mpid"), "data"), + Input(self.id("path-convention"), "value"), + ], + ) + def update_label_select(mpid, path_convention): + if not mpid: + raise PreventUpdate + else: + + label_value = path_convention + label_style = {"max-width": "200"} + + return [label_value, label_style] + + @app.callback( + [ + Output(self.id("dos-select"), "options"), + Output(self.id("path-convention"), "options"), + Output(self.id("path-container"), "style"), + ], + [Input(self.id("elements"), "data"), Input(self.id("mpid"), "data")], + ) + def update_select(elements, mpid): + if elements is None: + raise PreventUpdate + elif not mpid: + dos_options = ( + [{"label": "Element Projected", "value": "ap"}] + + [{"label": "Orbital Projected - Total", "value": "op"}] + + [ + { + "label": "Orbital Projected - " + str(ele_label), + "value": "orb" + str(ele_label), + } + for ele_label in elements + ] + ) + + path_options = [{"label": "N/A", "value": "sc"}] + path_style = {"max-width": "200", "display": "none"} + + return [dos_options, path_options, path_style] + else: + dos_options = ( + [{"label": "Element Projected", "value": "ap"}] + + [{"label": "Orbital Projected - Total", "value": "op"}] + + [ + { + "label": "Orbital Projected - " + str(ele_label), + "value": "orb" + str(ele_label), + } + for ele_label in elements + ] + ) + + path_options = [ + {"label": "Setyawan-Curtarolo", "value": "sc"}, + {"label": "Latimer-Munro", "value": "lm"}, + {"label": "Hinuma et al.", "value": "hin"}, + ] + + path_style = {"max-width": "200"} + + return [dos_options, path_options, path_style] + + @app.callback( + [Output(self.id("traces"), "data"), Output(self.id("elements"), "data")], + [ + Input(self.id(), "data"), + Input(self.id("path-convention"), "value"), + Input(self.id("dos-select"), "value"), + Input(self.id("label-select"), "value"), + ], + ) + def bs_dos_data( + data, path_convention, dos_select, label_select, + ): + + # Obtain bands to plot over and generate traces for bs data: + energy_window = (-6.0, 10.0) + + traces = [] + + if bandstructure_symm_line: + bstraces = get_bandstructure_traces( + bsml, path_convention, energy_window=energy_window + ) + traces.append(bstraces) + + if density_of_states: + dostraces = get_dos_traces( + density_of_states, energy_window=energy_window, spin_polarized=... + ) + traces.append(dostraces) + + # traces = [bstraces, dostraces, bs_data] + + return (traces, elements) + + +class BandstructureAndDosPanelComponent(PanelComponent): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.bs = BandstructureAndDosComponent() + self.bs.attach_from(self, this_store_name="mpid") + + @property + def title(self): + return "Band Structure and Density of States" + + @property + def description(self): + return "Display the band structure and density of states for this structure \ + if it has been calculated by the Materials Project." + + @property + def initial_contents(self): + return html.Div( + [ + super().initial_contents, + html.Div([self.bs.standard_layout], style={"display": "none"}), + ] + ) + + def update_contents(self, new_store_contents, *args): + return self.bs.standard_layout diff --git a/build/lib/crystal_toolkit/components/diffraction.py b/build/lib/crystal_toolkit/components/diffraction.py new file mode 100644 index 00000000..17f174e5 --- /dev/null +++ b/build/lib/crystal_toolkit/components/diffraction.py @@ -0,0 +1,472 @@ +import dash +import dash_core_components as dcc +import dash_html_components as html +import math +import numpy as np +from dash import callback_context +from scipy.special import wofz +import plotly.graph_objs as go +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate + +from pymatgen.symmetry.analyzer import SpacegroupAnalyzer +from pymatgen.analysis.diffraction.tem import TEMCalculator + + +# Scherrer equation: +# Langford, J. Il, and A. J. C. Wilson. "Scherrer after sixty years: a survey and some new results in the determination of crystallite size." Journal of applied crystallography 11.2 (1978): 102-113. +# https://doi.org/10.1107/S0021889878012844 + + +# def __init__(self, symprec: float = None, voltage: float = 200, +# beam_direction: Tuple[int, int, int] = (0, 0, 1), camera_length: int = 160, +# debye_waller_factors: Dict[str, float] = None, cs: float = 1) -> None: + +from pymatgen.analysis.diffraction.xrd import XRDCalculator, WAVELENGTHS + +from crystal_toolkit.helpers.layouts import * +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.core.panelcomponent import PanelComponent + + +# Author: Matthew McDermott +# Contact: mcdermott@lbl.gov + + +class TEMDiffractionComponent(MPComponent): + def layout(self): + return Columns( + [ + Column([self._sub_layouts["graph"]], size=8), + Column( + [ + self._sub_layouts["x_axis"], + self._sub_layouts["rad_source"], + self._sub_layouts["shape_factor"], + self._sub_layouts["peak_profile"], + self._sub_layouts["crystallite_size"], + ], + size=4, + ), + ], + id=self.id("inner-contents"), + ) + + def generate_callbacks(self, app, cache): + pass + + +class XRayDiffractionComponent(MPComponent): + # TODO: add pole figures for a given single peak for help quantifying texture + + def __init__(self, *args, initial_structure=None, **kwargs): + super().__init__(*args, **kwargs) + self.create_store("struct", initial_data=initial_structure) + + # Default XRD plot style settings + default_xrd_plot_style = dict( + xaxis={ + "title": "2𝜃 / º", + "anchor": "y", + "mirror": "ticks", + "nticks": 8, + "showgrid": True, + "showline": True, + "side": "bottom", + "tickfont": {"size": 16.0}, + "ticks": "inside", + "titlefont": {"size": 16.0}, + "type": "linear", + "zeroline": False, + }, + yaxis={ + "title": "Intensity / arb. units", + "anchor": "x", + "mirror": "ticks", + "nticks": 7, + "showgrid": True, + "showline": True, + "side": "left", + "tickfont": {"size": 16.0}, + "ticks": "inside", + "titlefont": {"size": 16.0}, + "type": "linear", + "zeroline": False, + }, + autosize=True, + hovermode="x", + height=225, + showlegend=False, + paper_bgcolor="rgba(0,0,0,0)", + plot_bgcolor="rgba(0,0,0,0)", + margin=dict(l=60, b=50, t=50, pad=0, r=30), + title="X-ray Diffraction Pattern", + ) + + empty_plot_style = { + "xaxis": {"visible": False}, + "yaxis": {"visible": False}, + "paper_bgcolor": "rgba(0,0,0,0)", + "plot_bgcolor": "rgba(0,0,0,0)", + } + + @staticmethod + def G(x, c, alpha): + """ Return c-centered Gaussian line shape at x with HWHM alpha """ + return ( + np.sqrt(np.log(2) / np.pi) + / alpha + * np.exp(-(((x - c) / alpha) ** 2) * np.log(2)) + ) + + @staticmethod + def L(x, c, gamma): + """ Return c-centered Lorentzian line shape at x with HWHM gamma """ + return gamma / (np.pi * ((x - c) ** 2 + gamma ** 2)) + + @staticmethod + def V(x, c, alphagamma): + """ Return the c-centered Voigt line shape at x, scaled to match HWHM of Gaussian and Lorentzian profiles.""" + alpha = 0.61065 * alphagamma + gamma = 0.61065 * alphagamma + sigma = alpha / np.sqrt(2 * np.log(2)) + return np.real(wofz(((x - c) + 1j * gamma) / (sigma * np.sqrt(2)))) / ( + sigma * np.sqrt(2 * np.pi) + ) + + @staticmethod + def twotheta_to_q(twotheta, xray_wavelength): + """ + Convert twotheta to Q. + + :param twotheta: in degrees + :param xray_wavelength: in Ångstroms + :return: + """ + # thanks @rwoodsrobinson + return (4 * np.pi / xray_wavelength) * np.sin(np.deg2rad(twotheta)) + + def grain_to_hwhm(self, tau, two_theta, K=0.9, wavelength="CuKa"): + """ + :param tau: grain size in nm + :param two_theta: angle (in 2-theta) + :param K: shape factor (default 0.9) + :param wavelength: wavelength radiation in nm + :return: half-width half-max (alpha or gamma), for line profile + """ + wavelength = WAVELENGTHS[wavelength] + # factor of 0.1 to convert wavelength to nm + return ( + 0.5 * K * 0.1 * wavelength / (tau * abs(np.cos(two_theta / 2))) + ) # Scherrer equation for half-width half max + + @property + def _sub_layouts(self): + + state = { + "peak_profile": "G", + "shape_factor": 0.94, + "rad_source": "CuKa", + "x_axis": "twotheta", + "crystallite_size": 0.1, + } + + # download + + # Main plot + graph = Loading( + [ + dcc.Graph( + figure=go.Figure(layout=XRayDiffractionComponent.empty_plot_style), + id=self.id("xrd-plot"), + config={ + "displayModeBar": False, # or "hover", + "plotGlPixelRatio": 2, + "displaylogo": False, + # "modeBarButtons": [["toImage"]], # to only add an image download button + "toImageButtonOptions": { + "format": "png", + "filename": "xrd", + "scale": 4, + "width": 600, + "height": 400, + }, + "editable": True, + }, + responsive=True, + animate=False, + ) + ] + ) + + # Broaden peaks + broadening_toggle = ... + + # Radiation source selector + rad_source = self.get_choice_input( + kwarg_label="rad_source", + state=state, + label="Radiation source", + help_str="...", + options=[ + {"label": wav.replace("a", "α").replace("b", "β"), "value": wav} + for wav in WAVELENGTHS.keys() + ], + ) + + # Shape factor input + shape_factor = self.get_numerical_input( + kwarg_label="shape_factor", + state=state, + label="Shape Factor", + help_str="""The peak profile determines what distribute characterizes the broadening of an XRD pattern. +Two extremes are Gaussian distributions, which are useful for peaks with more rounded tops (typically due to strain +broadening) and Lorentzian distributions, which are useful for peaks with sharper top (typically due to size +distributions and dislocations). In reality, peak shapes usually follow a Voigt distribution, which is a convolution of +Gaussian and Lorentzian peak shapes, with the contribution to both Gaussian and Lorentzian components sample and instrument +dependent. Here, both contributions are equally weighted if Voigt is chosen.""", + ) + + # Peak profile selector (Gaussian, Lorentzian, Voigt) + peak_profile = self.get_choice_input( + kwarg_label="peak_profile", + state=state, + label="Peak Profile", + help_str="""The shape factor K, also known as the “Scherrer constant” is a dimensionless + quantity to obtain an actual particle size from an apparent particle size determined from XRD. The discrepancy is + because the shape of an individual crystallite will change the resulting diffraction broadening. Commonly, a value + of 0.94 for isotropic crystals in a spherical shape is used. However, in practice K can vary from 0.62 to 2.08.""", + options=[ + {"label": "Gaussian", "value": "G"}, + {"label": "Lorentzian", "value": "L"}, + {"label": "Voigt", "value": "V"}, + ], + ) + + # 2Theta or Q for x-axis + x_axis_choice = self.get_choice_input( + kwarg_label="x_axis", + state=state, + label="Choice of 𝑥 axis", + help_str="Can choose between 2𝜃 or Q, where Q is the magnitude of the reciprocal lattice and " + "independent of radiation source.", # TODO: improve + options=[ + {"label": "2𝜃", "value": "twotheta"}, + {"label": "Q", "value": "Q"}, + ], + ) + + # Crystallite size selector (via Scherrer Equation) + crystallite_size = self.get_slider_input( + kwarg_label="crystallite_size", + label="Scherrer crystallite size / nm", + state=state, + help_str="...", + marks={i: "{}".format(10 ** i) for i in range(-1, 3)}, + min=-1, + max=2, + step=0.01, + ) + + return { + "x_axis": x_axis_choice, + "graph": graph, + "rad_source": rad_source, + "peak_profile": peak_profile, + "shape_factor": shape_factor, + "crystallite_size": crystallite_size, + } + + def layout(self): + return Columns( + [ + Column( + [Box([self._sub_layouts["graph"]])], + size=8, + style={"height": "600px"}, + ), + Column( + [ + self._sub_layouts["x_axis"], + self._sub_layouts["rad_source"], + self._sub_layouts["shape_factor"], + self._sub_layouts["peak_profile"], + self._sub_layouts["crystallite_size"], + ], + size=4, + ), + ] + ) + + def generate_callbacks(self, app, cache): + @app.callback( + Output(self.id("xrd-plot"), "figure"), + [ + Input(self.id(), "data"), + Input(self.get_kwarg_id("crystallite_size"), "value"), + Input(self.get_kwarg_id("rad_source"), "value"), + Input(self.get_kwarg_id("peak_profile"), "value"), + Input(self.get_kwarg_id("shape_factor"), "value"), + Input(self.get_kwarg_id("x_axis"), "value"), + ], + ) + def update_graph(data, logsize, rad_source, peak_profile, K, x_axis): + + if not data: + raise PreventUpdate + + kwargs = self.reconstruct_kwargs_from_state(callback_context.inputs) + + if not kwargs: + raise PreventUpdate + + peak_profile = kwargs["peak_profile"] + K = kwargs["shape_factor"] + rad_source = kwargs["rad_source"] + logsize = kwargs["crystallite_size"] + + x_peak = data["x"] + y_peak = data["y"] + d_hkls = data["d_hkls"] + grain_size = 10 ** logsize + + hkl_list = [hkl[0]["hkl"] for hkl in data["hkls"]] + hkls = [ + "hkl: (" + " ".join([str(i) for i in hkl]) + ")" for hkl in hkl_list + ] # convert to (h k l) format + + annotations = [ + f"2𝜃: {round(peak_x,3)}
Intensity: {round(peak_y,3)}
{hkl}
d: {round(d, 3)}" + for peak_x, peak_y, hkl, d in zip(x_peak, y_peak, hkls, d_hkls) + ] # text boxes + + first = x_peak[0] + last = x_peak[-1] + domain = last - first # find total domain of angles in pattern + length = len(x_peak) + + num_sigma = {"G": 5, "L": 12, "V": 12}[peak_profile] + + # optimal number of points per degree determined through usage experiments + if logsize > 1: + N_density = 150 * (logsize ** 4) # scaled to log size to the 4th power + else: + N_density = 150 + + N = int(N_density * domain) # num total points + x = np.linspace(first, last, N).tolist() + y = np.zeros(len(x)).tolist() + + for xp, yp in zip(x_peak, y_peak): + alpha = self.grain_to_hwhm( + grain_size, math.radians(xp / 2), K=float(K), wavelength=rad_source + ) + sigma = (alpha / np.sqrt(2 * np.log(2))).item() + + center_idx = int(round((xp - first) * N_density)) + half_window = int( + round(num_sigma * sigma * N_density) + ) # i.e. total window of 2 * num_sigma + + lb = max([0, (center_idx - half_window)]) + ub = min([N, (center_idx + half_window)]) + + G0 = getattr(self, peak_profile)(0, 0, alpha) + for i, j in zip(range(lb, ub), range(lb, ub)): + y[j] += yp * getattr(self, peak_profile)(x[i], xp, alpha) / G0 + + layout = self.default_xrd_plot_style + + if kwargs["x_axis"] == "Q": + x_peak = self.twotheta_to_q(x_peak, WAVELENGTHS[rad_source]) + x = self.twotheta_to_q(x, WAVELENGTHS[rad_source]) + layout["xaxis"]["title"] = "Q / Å⁻¹" + else: + layout["xaxis"]["title"] = "2𝜃 / º" + layout["xaxis"]["range"] = [min(x), max(x)] + bar_width = 0.003 * ( + max(x) - min(x) + ) # set width of bars to 0.5% of the domain + + plotdata = [ + go.Bar( + x=x_peak, + y=y_peak, + width=[bar_width] * length, + hoverinfo="text", + text=annotations, + opacity=0.8, + marker={"color": "black"}, + ), + go.Scatter(x=x, y=y, hoverinfo="none"), + ] + plot = go.Figure(data=plotdata, layout=layout) + + return plot + + @app.callback( + Output(self.id(), "data"), + [ + Input(self.id("struct"), "data"), + Input(self.get_kwarg_id("rad_source"), "value"), + ], + ) + def pattern_from_struct(struct, rad_source): + + if struct is None or not rad_source: + raise PreventUpdate + + struct = self.from_data(struct) + rad_source = self.reconstruct_kwarg_from_state( + callback_context.inputs, "rad_source" + ) + + sga = SpacegroupAnalyzer(struct) + struct = ( + sga.get_conventional_standard_structure() + ) # always get conventional structure + + xrdc = XRDCalculator( + wavelength=WAVELENGTHS[rad_source], symprec=0, debye_waller_factors=None + ) + data = xrdc.get_pattern(struct, two_theta_range=None) + + return data.as_dict() + + +class DiffractionPanelComponent(PanelComponent): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.xrd = XRayDiffractionComponent(links={"struct": self.id()}) + self.tem = TEMDiffractionComponent(links={"default": self.id()}) + + @property + def title(self): + return "Diffraction Pattern" + + @property + def description(self): + return ( + "Display powder or single crystal diffraction patterns for this structure." + ) + + def contents_layout(self) -> html.Div: + + state = {"mode": "powder"} + + # mode selector + mode = self.get_choice_input( + kwarg_label="mode", + state=state, + label="Mode", + help_str="""Select whether to generate a powder diffraction pattern + (a pattern averaged over all orientations of a polycrystalline material) + or a single crystal diffraction pattern (a diffraction pattern generated + from a single crystal structure.""", + options=[ + {"value": "powder", "label": "Powder"}, + {"value": "single", "label": "Single Crystal"}, + ], + ) + + return html.Div([Columns(Column(mode)), self.xrd.layout()]) diff --git a/build/lib/crystal_toolkit/components/download.py b/build/lib/crystal_toolkit/components/download.py new file mode 100644 index 00000000..6ad6e68d --- /dev/null +++ b/build/lib/crystal_toolkit/components/download.py @@ -0,0 +1,96 @@ +import dash_core_components as dcc +import dash_html_components as html +from dash import callback_context + +from dash.dependencies import Input, Output, State + +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.core.panelcomponent import PanelComponent +from crystal_toolkit.helpers.layouts import Button, Icon + +from base64 import b64encode + + +class DownloadPanelComponent(PanelComponent): + + # human-readable label to file extension + struct_options = { + "CIF": "cif", + "POSCAR": "poscar", + "JSON": "json", + "Prismatic": "prismatic", + } + + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + + @property + def title(self): + return "Download File" + + @property + def description(self): + return "Download your crystal structure or molecule." + + def contents_layout(self) -> html.Div: + + state = {"fmt": "cif"} + + options = self.get_choice_input( + kwarg_label="fmt", + state=state, + options=[{"label": k, "value": v} for k, v in self.struct_options.items()], + style={ + "border-radius": "4px 0px 0px 4px", + "width": "10rem", + "height": "1.5rem", + }, + ) + + # TODO: replace with a React native Download component + download_button = html.A( + Button( + [Icon(kind="download"), html.Span(), "Download"], + kind="primary", + id=self.id("download"), + style={"height": "2.25rem"}, + ), + href="google.com", + target="_blank", + id=self.id("download-link"), + ) + + return html.Div( + [ + html.Div([options], className="control"), + html.Div([download_button], className="control"), + ], + className="field has-addons", + ) + + def generate_callbacks(self, app, cache): + super().generate_callbacks(app, cache) + + @app.callback( + [ + Output(self.id("download-link"), "href"), + Output(self.id("download-link"), "download"), + ], + [Input(self.id(), "data"), Input(self.get_kwarg_id("fmt"), "value")], + ) + def update_href(data, fmt): + + structure = self.from_data(data) + fmt = self.reconstruct_kwarg_from_state(callback_context.inputs, "fmt") + + try: + contents = structure.to(fmt=fmt) + except Exception as exc: + # don't fail silently, tell user what went wrong + contents = exc + + base64 = b64encode(contents.encode("utf-8")).decode("ascii") + + href = f"data:text/plain;charset=utf-8;base64,{base64}" + + return href, f"{structure.composition.reduced_formula}.{fmt}" diff --git a/build/lib/crystal_toolkit/components/localenv.py b/build/lib/crystal_toolkit/components/localenv.py new file mode 100644 index 00000000..bd09ccfd --- /dev/null +++ b/build/lib/crystal_toolkit/components/localenv.py @@ -0,0 +1,838 @@ +import itertools +from multiprocessing import cpu_count + +import dash_core_components as dcc +import dash_html_components as html +import plotly.express as px +from dash import callback_context +from dash.dependencies import Input, Output +from dash.exceptions import PreventUpdate +from dash_mp_components import GraphComponent +from dscribe.descriptors import SOAP +from dscribe.kernels import REMatchKernel +from pymatgen.ext.matproj import MPRester +from pymatgen.analysis.chemenv.coordination_environments.chemenv_strategies import ( + SimplestChemenvStrategy, +) +from pymatgen.analysis.chemenv.coordination_environments.coordination_geometries import ( + AllCoordinationGeometries, +) +from pymatgen.analysis.chemenv.coordination_environments.coordination_geometry_finder import ( + LocalGeometryFinder, +) +from pymatgen.analysis.chemenv.coordination_environments.structure_environments import ( + LightStructureEnvironments, +) +from pymatgen.analysis.graphs import MoleculeGraph +from pymatgen.analysis.graphs import StructureGraph +from pymatgen.analysis.local_env import cn_opt_params, LocalStructOrderParams +from pymatgen.core.structure import Molecule, Structure +from pymatgen.io.ase import AseAtomsAdaptor +from pymatgen.symmetry.analyzer import SpacegroupAnalyzer +from pymatgen.util.string import unicodeify_species, unicodeify +from sklearn.preprocessing import normalize + +from crystal_toolkit.components.structure import StructureMoleculeComponent +from crystal_toolkit.core.legend import Legend +from crystal_toolkit.core.panelcomponent import PanelComponent +from crystal_toolkit.helpers.layouts import ( + get_data_list, + Columns, + Column, + get_tooltip, + cite_me, + Loading, + H5, + Label, +) + + +def _get_local_order_parameters(structure_graph, n): + """ + A copy of the method in pymatgen.analysis.local_env which + can operate on StructureGraph directly. + + Calculate those local structure order parameters for + the given site whose ideal CN corresponds to the + underlying motif (e.g., CN=4, then calculate the + square planar, tetrahedral, see-saw-like, + rectangular see-saw-like order paramters). + Args: + structure_graph: StructureGraph object + n (int): site index. + Returns (Dict[str, float]): + A dict of order parameters (values) and the + underlying motif type (keys; for example, tetrahedral). + """ + # TODO: move me to pymatgen once stable + + # code from @nisse3000, moved here from graphs to avoid circular + # import, also makes sense to have this as a general NN method + cn = structure_graph.get_coordination_of_site(n) + if cn in [int(k_cn) for k_cn in cn_opt_params.keys()]: + names = [k for k in cn_opt_params[cn].keys()] + types = [] + params = [] + for name in names: + types.append(cn_opt_params[cn][name][0]) + tmp = ( + cn_opt_params[cn][name][1] if len(cn_opt_params[cn][name]) > 1 else None + ) + params.append(tmp) + lostops = LocalStructOrderParams(types, parameters=params) + sites = [structure_graph.structure[n]] + [ + connected_site.site + for connected_site in structure_graph.get_connected_sites(n) + ] + lostop_vals = lostops.get_order_parameters( + sites, 0, indices_neighs=[i for i in range(1, cn + 1)] + ) + d = {} + for i, lostop in enumerate(lostop_vals): + d[names[i]] = lostop + return d + else: + return None + + +class LocalEnvironmentPanel(PanelComponent): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.create_store("graph") + self.create_store( + "display_options", + initial_data={"color_scheme": "Jmol", "color_scale": None}, + ) + + @property + def title(self): + return "Local Environments" + + @property + def description(self): + return "Analyze the local chemical environments in your crystal." + + @property + def loading_text(self): + return "Analyzing environments" + + def contents_layout(self) -> html.Div: + + algorithm_choices = self.get_choice_input( + label="Analysis method", + kwarg_label="algorithm", + state={"algorithm": "chemenv"}, + options=[ + {"label": "ChemEnv", "value": "chemenv"}, + {"label": "LocalEnv", "value": "localenv"}, + {"label": "Bonding Graph", "value": "bondinggraph"}, + {"label": "SOAP", "value": "soap"}, + ], + help_str="Choose an analysis method to examine the local chemical environment. " + "Several methods exist and there is no guaranteed correct answer, so try multiple!", + ) + + analysis = html.Div(id=self.id("analysis")) + + return html.Div([algorithm_choices, html.Br(), analysis, html.Br()]) + + @staticmethod + def get_graph_data(graph, display_options): + + color_scheme = display_options.get("color_scheme", "Jmol") + + nodes = [] + edges = [] + + struct_or_mol = StructureMoleculeComponent._get_struct_or_mol(graph) + legend = Legend(struct_or_mol, color_scheme=color_scheme) + + for idx, node in enumerate(graph.graph.nodes()): + + # TODO: fix for disordered + node_color = legend.get_color( + struct_or_mol[node].species.elements[0], site=struct_or_mol[node] + ) + + nodes.append( + { + "id": node, + "title": f"{struct_or_mol[node].species_string} site " + f"({graph.get_coordination_of_site(idx)} neighbors)", + "color": node_color, + } + ) + + for u, v, d in graph.graph.edges(data=True): + + edge = {"from": u, "to": v, "arrows": ""} + + to_jimage = d.get("to_jimage", (0, 0, 0)) + + # TODO: check these edge weights + if isinstance(struct_or_mol, Structure): + dist = struct_or_mol.get_distance(u, v, jimage=to_jimage) + else: + dist = struct_or_mol.get_distance(u, v) + edge["length"] = 50 * dist + + if to_jimage != (0, 0, 0): + edge["arrows"] = "to" + label = f"{dist:.2f} Å to site at image vector {to_jimage}" + else: + label = f"{dist:.2f} Å between sites" + + if label: + edge["title"] = label + + # if 'weight' in d: + # label += f" {d['weight']}" + + edges.append(edge) + + return {"nodes": nodes, "edges": edges} + + def generate_callbacks(self, app, cache): + + super().generate_callbacks(app, cache) + + @app.callback( + Output(self.id("analysis"), "children"), + [Input(self.get_kwarg_id("algorithm"), "value")], + ) + def run_algorithm(algorithm): + + algorithm = self.reconstruct_kwarg_from_state( + callback_context.inputs, "algorithm" + ) + + if algorithm == "chemenv": + + state = {"distance_cutoff": 1.4, "angle_cutoff": 0.3} + + description = ( + "The ChemEnv algorithm is developed by David Waroquiers et al. to analyze " + 'local chemical environments. In this interactive app, the "SimplestChemenvStrategy" ' + 'and "LightStructureEnvironments" are used. For more powerful analysis, please use ' + "the *pymatgen* code directly. Note that this analysis determines its own bonds independent " + "of those shown in the main crystal visualizer." + ) + + distance_cutoff = self.get_numerical_input( + label="Distance cut-off", + kwarg_label="distance_cutoff", + state=state, + help_str="Defines search radius by considering any atom within a radius " + "of the minimum nearest neighbor distance multiplied by the distance " + "cut-off.", + shape=(), + ) + angle_cutoff = self.get_numerical_input( + label="Angle cut-off", + kwarg_label="angle_cutoff", + state=state, + help_str="Defines a tolerance whereby a neighbor atom is excluded if the solid angle " + "circumscribed by its Voronoi face is smaller than the angle tolerance " + "multiplied by the largest solid angle present in the crystal.", + shape=(), + ) + + return html.Div( + [ + dcc.Markdown(description), + html.Br(), + cite_me( + cite_text="How to cite ChemEnv", + doi="10.26434/chemrxiv.11294480.v1", + ), + html.Br(), + distance_cutoff, + angle_cutoff, + html.Br(), + Loading(id=self.id("chemenv_analysis")), + ] + ) + + elif algorithm == "localenv": + + description = ( + "The LocalEnv algorithm is developed by Nils Zimmerman et al. whereby " + "an 'order parameter' is calculated that measures how well that " + "environment matches an ideal polyhedra. The order parameter " + "is a number from zero to one, with one being a perfect match." + ) + + return html.Div( + [ + dcc.Markdown(description), + html.Br(), + cite_me( + cite_text="How to cite LocalEnv", + doi="10.3389/fmats.2017.00034", + ), + html.Br(), + Loading(id=self.id("localenv_analysis")), + ] + ) + + elif algorithm == "bondinggraph": + + description = ( + "This is an alternative way to display the same bonds present in the " + "visualizer. Here, the bonding is displayed as a crystal graph, with " + "nodes as atoms and edges as bonds. The graph visualization is shown in an " + "abstract two-dimensional space." + ) + + return html.Div( + [ + dcc.Markdown(description), + html.Br(), + Loading(id=self.id("bondinggraph_analysis")), + ] + ) + + elif algorithm == "soap": + + state = { + "rcut": 5.0, + "nmax": 2, + "lmax": 2, + "sigma": 0.2, + "crossover": True, + "average": False, + "rbf": "gto", + "alpha": 0.1, + "threshold": 1e-4, + "metric": "linear", + "normalize_kernel": True, + } + + description = ( + 'The "Smooth Overlap of Atomic Positions" (SOAP) descriptor provides information on the local ' + "atomic environment by encoding that environment as a power spectrum derived from the " + "spherical harmonics of atom-centered gaussian densities. The SOAP formalism is complex but is " + "described well in [Bartók et al.](https://doi.org/10.1103/PhysRevB.87.184115) " + "and the REMatch similarity kernel in [De et al.](https://doi.org/10.1039/c6cp00415f) " + "The implementation of SOAP in this " + "web app is provided by [DScribe](https://doi.org/10.1016/j.cpc.2019.106949). " + "" + "SOAP kernels are commonly used in machine learning applications. This interface is provided to " + "help gain intuition and exploration of the behavior of SOAP kernels." + ) + + rcut = self.get_numerical_input( + label="Radial cut-off /Å", + kwarg_label="rcut", + state=state, + help_str="The radial cut-off that defines the local region being considered", + shape=(), + min=1.0001, + ) + + nmax = self.get_numerical_input( + label="N max.", + kwarg_label="nmax", + state=state, + help_str="Number of radial basis functions", + shape=(), + is_int=True, + min=1, + max=9, + ) + + lmax = self.get_numerical_input( + label="L max.", + kwarg_label="lmax", + state=state, + help_str="Maximum degree of spherical harmonics", + shape=(), + is_int=True, + min=1, + max=9, + ) + + sigma = self.get_numerical_input( + label="Sigma", + kwarg_label="sigma", + state=state, + help_str="The standard deviation of gaussians used to build atomic density", + shape=(), + min=0.00001, + ) + + rbf = self.get_choice_input( + label="Radial basis function", + kwarg_label="rbf", + state=state, + help_str="Polynomial basis is faster, spherical gaussian based was used in original formulation", + options=[ + {"label": "Spherical gaussian basis", "value": "gto"}, + {"label": "Polynomial basis", "value": "polynomial"}, + ], + style={"width": "16rem"}, # TODO: remove in-line style + ) + + crossover = self.get_bool_input( + label="Crossover", + kwarg_label="crossover", + state=state, + help_str="If enabled, the power spectrum will include all combinations of elements present.", + ) + + average = self.get_bool_input( + label="Average", + kwarg_label="average", + state=state, + help_str="If enabled, the SOAP vector will be averaged across all sites.", + ) + + alpha = self.get_numerical_input( + label="Alpha", + kwarg_label="alpha", + state=state, + help_str="Determines the entropic penalty in the REMatch kernel. As alpha goes to infinity, the " + "behavior of the REMatch kernel matches the behavior of the kernel where SOAP vectors " + "are averaged across all sites. As alpha goes to zero, the kernel matches the best match " + "kernel.", + shape=(), + min=0.00001, + ) + + threshold = self.get_numerical_input( + label="Sinkhorn threshold", + kwarg_label="threshold", + state=state, + help_str="Convergence threshold for the Sinkhorn algorithm. If values are too small, convergence " + "may not be possible, and calculation time will increase.", + shape=(), + ) + + metric = self.get_choice_input( + label="Metric", + kwarg_label="metric", + state=state, + help_str='See scikit-learn\'s documentation on "Pairwise metrics, Affinities and Kernels" ' + "for an explanation of available metrics.", + options=[ + # {"label": "Additive χ2", "value": "additive_chi2"}, # these seem to be unstable + # {"label": "Exponential χ2", "value": "chi2"}, + {"label": "Linear", "value": "linear"}, + {"label": "Polynomial", "value": "polynomial"}, + {"label": "Radial basis function", "value": "rbf"}, + {"label": "Laplacian", "value": "laplacian"}, + {"label": "Sigmoid", "value": "sigmoid"}, + {"label": "Cosine", "value": "cosine"}, + ], + style={"width": "16rem"}, # TODO: remove in-line style + ) + + normalize_kernel = self.get_bool_input( + label="Normalize", + kwarg_label="normalize_kernel", + state=state, + help_str="Whether or not to normalize the resulting similarity kernel.", + ) + + # metric_kwargs = self.get_dict_input() + + return html.Div( + [ + dcc.Markdown(description), + html.Br(), + H5("SOAP parameters"), + rcut, + nmax, + lmax, + sigma, + rbf, + crossover, + average, + html.Br(), # TODO: remove all html.Br(), add appropriate styles instead + html.Br(), + html.Div(id=self.id("soap_analysis")), + html.Br(), + html.Br(), + H5("Similarity metric parameters"), + html.Div( + "This will calculate structural similarity scores from materials in the " + "Materials Project in the same chemical system. Note that for large chemical " + "systems this step can take several minutes." + ), + html.Br(), + alpha, + threshold, + metric, + # normalize_kernel, + html.Br(), + html.Br(), + Loading(id=self.id("soap_similarities")), + ] + ) + + def _get_soap_graph(feature, label): + + spectrum = { + "data": [ + { + "coloraxis": "coloraxis", + #'hovertemplate': 'x: %{x}
y: %{y}
color: %{z}', + "type": "heatmap", + "z": feature.tolist(), + } + ] + } + + spectrum["layout"] = { + "xaxis": {"visible": False}, + "yaxis": {"visible": False}, + "paper_bgcolor": "rgba(0,0,0,0)", + "plot_bgcolor": "rgba(0,0,0,0)", + "coloraxis": { + "colorscale": [ + [0.0, "#0d0887"], + [0.1111111111111111, "#46039f"], + [0.2222222222222222, "#7201a8"], + [0.3333333333333333, "#9c179e"], + [0.4444444444444444, "#bd3786"], + [0.5555555555555556, "#d8576b"], + [0.6666666666666666, "#ed7953"], + [0.7777777777777778, "#fb9f3a"], + [0.8888888888888888, "#fdca26"], + [1.0, "#f0f921"], + ], + "showscale": False, + }, + "margin": {"l": 0, "b": 0, "t": 0, "r": 0, "pad": 0}, + # "height": 20*feature.shape[0], # for fixed size plots + # "width": 20*feature.shape[1] + } + + return Columns( + [ + Column(Label(label), size="1"), + Column( + dcc.Graph( + figure=spectrum, + config={"displayModeBar": False}, + responsive=True, + style={"height": "60px"}, + ) + ), + ] + ) + + @app.callback( + Output(self.id("soap_analysis"), "children"), + [Input(self.id(), "data"), Input(self.get_all_kwargs_id(), "value")], + ) + def update_soap_analysis(struct, all_kwargs): + + if not struct: + raise PreventUpdate + + struct = self.from_data(struct) + kwargs = self.reconstruct_kwargs_from_state(callback_context.inputs) + + # TODO: make sure is_int kwarg information is enforced so that int() conversion is unnecessary + desc = SOAP( + species=[e.number for e in struct.composition.elements], + sigma=kwargs["sigma"], + rcut=kwargs["rcut"], + nmax=int(kwargs["nmax"]), + lmax=int(kwargs["lmax"]), + periodic=True, + crossover=kwargs["crossover"], + sparse=False, + average=kwargs["average"], + ) + + adaptor = AseAtomsAdaptor() + atoms = adaptor.get_atoms(struct) + feature = normalize(desc.create(atoms, n_jobs=cpu_count())) + + return _get_soap_graph(feature, "SOAP vector for this material") + + @cache.memoize(timeout=360) + def _get_all_structs_from_elements(elements): + structs = {} + all_chemsyses = [] + for i in range(len(elements)): + for els in itertools.combinations(elements, i + 1): + all_chemsyses.append("-".join(sorted(els))) + + with MPRester() as mpr: + docs = mpr.query( + {"chemsys": {"$in": all_chemsyses}}, ["task_id", "structure"], + ) + structs.update({d["task_id"]: d["structure"] for d in docs}) + return structs + + @app.callback( + Output(self.id("soap_similarities"), "children"), + [Input(self.id(), "data"), Input(self.get_all_kwargs_id(), "value")], + ) + def update_soap_similarities(struct, all_kwargs): + + if not struct: + raise PreventUpdate + + structs = {"input": self.from_data(struct)} + kwargs = self.reconstruct_kwargs_from_state(callback_context.inputs) + + elements = [str(el) for el in structs["input"].composition.elements] + structs.update(_get_all_structs_from_elements(elements)) + + if not structs: + raise PreventUpdate + + elements = { + elem for s in structs.values() for elem in s.composition.elements + } + # TODO: make sure is_int kwarg information is enforced so that int() conversion is unnecessary + desc = SOAP( + species=[e.number for e in elements], + sigma=kwargs["sigma"], + rcut=kwargs["rcut"], + nmax=int(kwargs["nmax"]), + lmax=int(kwargs["lmax"]), + periodic=True, + crossover=kwargs["crossover"], + sparse=False, + average=kwargs["average"], + ) + + adaptor = AseAtomsAdaptor() + atomss = { + mpid: adaptor.get_atoms(struct) for mpid, struct in structs.items() + } + + print(f"Calculating {len(atomss)} SOAP vectors") + features = { + mpid: normalize(desc.create(atoms, n_jobs=cpu_count())) + for mpid, atoms in atomss.items() + } + + re = REMatchKernel( + metric=kwargs["metric"], + alpha=kwargs["alpha"], + threshold=kwargs["threshold"], + # normalize_kernel=kwargs["normalize_kernel"], + ) + + print("Calculating similarity kernel") + similarities = { + mpid: re.get_global_similarity( + re.get_pairwise_matrix(features["input"], feature) + ) + for mpid, feature in features.items() + if mpid != "input" + } + + sorted_mpids = sorted(similarities.keys(), key=lambda x: -similarities[x]) + + print("Generating similarity graphs") + # TODO: was much slower using px.imshow (see prev commit) + all_graphs = [ + _get_soap_graph( + features[mpid], + [ + html.Span( + f"{unicodeify(structs[mpid].composition.reduced_formula)}" + ), + dcc.Markdown(f"[{mpid}](https://materialsproject.org/{mpid})"), + html.Span(f"{similarities[mpid]:.5f}"), + ], + ) + for mpid in sorted_mpids + ] + + print("Returning similarity graphs") + return html.Div(all_graphs) + + @app.callback( + Output(self.id("localenv_analysis"), "children"), + [Input(self.id("graph"), "data")], + ) + def update_localenv_analysis(graph): + + if not graph: + raise PreventUpdate + + graph = self.from_data(graph) + + return html.Div([str(_get_local_order_parameters(graph, 0))]) + + @app.callback( + Output(self.id("bondinggraph_analysis"), "children"), + [ + Input(self.id("graph"), "data"), + Input(self.id("display_options"), "data"), + ], + ) + def update_bondinggraph_analysis(graph, display_options): + + if not graph: + raise PreventUpdate + + graph = self.from_data(graph) + display_options = self.from_data(display_options) + + graph_data = self.get_graph_data(graph, display_options) + + options = { + "interaction": { + "hover": True, + "tooltipDelay": 0, + "zoomView": False, + "dragView": False, + }, + "edges": { + "smooth": {"type": "dynamic"}, + "length": 250, + "color": {"inherit": "both"}, + }, + "physics": { + "solver": "forceAtlas2Based", + "forceAtlas2Based": {"avoidOverlap": 1.0}, + "stabilization": {"fit": True}, + }, + } + + return html.Div( + [GraphComponent(graph=graph_data, options=options)], + style={"width": "65vmin", "height": "65vmin"}, + ) + + @app.callback( + Output(self.id("chemenv_analysis"), "children"), + [ + Input(self.id(), "data"), + Input(self.get_kwarg_id("distance_cutoff"), "value"), + Input(self.get_kwarg_id("angle_cutoff"), "value"), + ], + ) + def get_chemenv_analysis(struct, distance_cutoff, angle_cutoff): + + if not struct: + raise PreventUpdate + + struct = self.from_data(struct) + kwargs = self.reconstruct_kwargs_from_state(callback_context.inputs) + distance_cutoff = kwargs["distance_cutoff"] + angle_cutoff = kwargs["angle_cutoff"] + + # TODO: remove these brittle guard statements, figure out more robust way to handle multiple input types + if isinstance(struct, StructureGraph): + struct = struct.structure + + def get_valences(struct): + valences = [getattr(site.specie, "oxi_state", None) for site in struct] + valences = [v for v in valences if v is not None] + if len(valences) == len(struct): + return valences + else: + return "undefined" + + # decide which indices to present to user + sga = SpacegroupAnalyzer(struct) + symm_struct = sga.get_symmetrized_structure() + inequivalent_indices = [ + indices[0] for indices in symm_struct.equivalent_indices + ] + wyckoffs = symm_struct.wyckoff_symbols + + lgf = LocalGeometryFinder() + lgf.setup_structure(structure=struct) + + se = lgf.compute_structure_environments( + maximum_distance_factor=distance_cutoff + 0.01, + only_indices=inequivalent_indices, + valences=get_valences(struct), + ) + strategy = SimplestChemenvStrategy( + distance_cutoff=distance_cutoff, angle_cutoff=angle_cutoff + ) + lse = LightStructureEnvironments.from_structure_environments( + strategy=strategy, structure_environments=se + ) + all_ce = AllCoordinationGeometries() + + envs = [] + unknown_sites = [] + + for index, wyckoff in zip(inequivalent_indices, wyckoffs): + + datalist = { + "Site": unicodeify_species(struct[index].species_string), + "Wyckoff Label": wyckoff, + } + + if not lse.neighbors_sets[index]: + unknown_sites.append(f"{struct[index].species_string} ({wyckoff})") + continue + + # represent the local environment as a molecule + mol = Molecule.from_sites( + [struct[index]] + lse.neighbors_sets[index][0].neighb_sites + ) + mol = mol.get_centered_molecule() + mg = MoleculeGraph.with_empty_graph(molecule=mol) + for i in range(1, len(mol)): + mg.add_edge(0, i) + + view = html.Div( + [ + StructureMoleculeComponent( + struct_or_mol=mg, + disable_callbacks=True, + id=f"{struct.composition.reduced_formula}_site_{index}", + scene_settings={"enableZoom": False, "defaultZoom": 0.6}, + )._sub_layouts["struct"] + ], + style={"width": "300px", "height": "300px"}, + ) + + env = lse.coordination_environments[index] + co = all_ce.get_geometry_from_mp_symbol(env[0]["ce_symbol"]) + name = co.name + if co.alternative_names: + name += f" (also known as {', '.join(co.alternative_names)})" + + datalist.update( + { + "Environment": name, + "IUPAC Symbol": co.IUPAC_symbol_str, + get_tooltip( + "CSM", + "The continuous symmetry measure (CSM) describes the similarity to an " + "ideal coordination environment. It can be understood as a 'distance' to " + "a shape and ranges from 0 to 100 in which 0 corresponds to a " + "coordination environment that is exactly identical to the ideal one. A " + "CSM larger than 5.0 already indicates a relatively strong distortion of " + "the investigated coordination environment.", + ): f"{env[0]['csm']:.2f}", + "Interactive View": view, + } + ) + + envs.append(get_data_list(datalist)) + + # TODO: switch to tiles? + envs_grouped = [envs[i : i + 2] for i in range(0, len(envs), 2)] + analysis_contents = [] + for env_group in envs_grouped: + analysis_contents.append( + Columns([Column(e, size=6) for e in env_group]) + ) + + if unknown_sites: + unknown_sites = html.Strong( + f"The following sites were not identified: {', '.join(unknown_sites)}. " + f"Please try changing the distance or angle cut-offs to identify these sites, " + f"or try an alternative algorithm such as LocalEnv." + ) + else: + unknown_sites = html.Span() + + return html.Div([html.Div(analysis_contents), html.Br(), unknown_sites]) diff --git a/build/lib/crystal_toolkit/components/phase_diagram.py b/build/lib/crystal_toolkit/components/phase_diagram.py new file mode 100644 index 00000000..07de8209 --- /dev/null +++ b/build/lib/crystal_toolkit/components/phase_diagram.py @@ -0,0 +1,765 @@ +from typing import Optional + +import dash +import dash_core_components as dcc +import dash_html_components as html +import dash_table +import plotly.graph_objs as go +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate +from pymatgen.ext.matproj import MPRester +from pymatgen.analysis.phase_diagram import PDEntry, PDPlotter, PhaseDiagram +from pymatgen.core.composition import Composition + +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.core.panelcomponent import PanelComponent +from crystal_toolkit.helpers.layouts import * # layout helpers like `Columns` etc. (most subclass html.Div) + +# Author: Matthew McDermott +# Contact: mcdermott@lbl.gov + + +class PhaseDiagramComponent(MPComponent): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.create_store("mpid") + self.create_store("chemsys-internal") + self.create_store("chemsys-external") + self.create_store("figure") + self.create_store("entries") + + # Default plot layouts for Binary (2), Ternary (3), Quaternary (4) phase diagrams + default_binary_plot_style = dict( + xaxis={ + "title": "Fraction", + "anchor": "y", + "mirror": "ticks", + "nticks": 8, + "showgrid": False, + "showline": True, + "side": "bottom", + "tickfont": {"size": 16.0}, + "ticks": "inside", + "titlefont": {"color": "#000000", "size": 24.0}, + "type": "linear", + "zeroline": False, + }, + yaxis={ + "title": "Formation energy (eV/fu)", + "anchor": "x", + "mirror": "ticks", + "nticks": 7, + "showgrid": False, + "showline": True, + "side": "left", + "tickfont": {"size": 16.0}, + "ticks": "inside", + "titlefont": {"color": "#000000", "size": 24.0}, + "type": "linear", + "zeroline": False, + }, + paper_bgcolor="rgba(0,0,0,0)", + plot_bgcolor="rgba(0,0,0,0)", + height=550, + width=500, + hovermode="closest", + showlegend=True, + legend=dict( + orientation="h", + traceorder="reversed", + x=1.0, + y=1.08, + xanchor="right", + tracegroupgap=5, + ), + margin=dict(l=80, b=70, t=10, r=20), + ) + + default_ternary_plot_style = dict( + xaxis=dict( + title=None, + autorange=True, + showgrid=False, + zeroline=False, + showline=False, + ticks="", + showticklabels=False, + ), + yaxis=dict( + title=None, + autorange=True, + showgrid=False, + zeroline=False, + showline=False, + ticks="", + showticklabels=False, + ), + autosize=True, + height=450, + width=500, + hovermode="closest", + paper_bgcolor="rgba(0,0,0,0)", + plot_bgcolor="rgba(0,0,0,0)", + margin=dict(b=30, l=30, pad=0, t=0, r=20), + showlegend=True, + legend=dict( + orientation="h", + traceorder="reversed", + x=1.0, + y=1.08, + xanchor="right", + tracegroupgap=5, + ), + ) + + default_3d_axis = dict( + title=None, + visible=False, + autorange=True, + showgrid=False, + zeroline=False, + showline=False, + ticks="", + showaxeslabels=False, + showticklabels=False, + showspikes=False, + ) + + default_quaternary_plot_style = dict( + autosize=True, + height=450, + hovermode="closest", + margin=dict(b=30, l=30, pad=0, t=0, r=20), + paper_bgcolor="rgba(0,0,0,0)", + plot_bgcolor="rgba(0,0,0,0)", + showlegend=True, + legend=dict( + orientation="h", + traceorder="reversed", + x=1.0, + y=1.08, + xanchor="right", + tracegroupgap=5, + ), + scene=dict(xaxis=default_3d_axis, yaxis=default_3d_axis, zaxis=default_3d_axis), + ) + + empty_plot_style = { + "xaxis": {"visible": False}, + "yaxis": {"visible": False}, + "paper_bgcolor": "rgba(0,0,0,0)", + "plot_bgcolor": "rgba(0,0,0,0)", + } + + colorscale = [ + [0.0, "#008d00"], + [0.1111111111111111, "#4b9f3f"], + [0.2222222222222222, "#73b255"], + [0.3333333333333333, "#97c65b"], + [0.4444444444444444, "#b9db53"], + [0.5555555555555556, "#ffdcdf"], + [0.6666666666666666, "#ffb8bf"], + [0.7777777777777778, "#fd92a0"], + [0.8888888888888888, "#f46b86"], + [1.0, "#e24377"], + ] + + default_table_params = [ + {"col": "Material ID", "edit": False}, + {"col": "Formula", "edit": True}, + {"col": "Formation Energy (eV/atom)", "edit": True}, + {"col": "Energy Above Hull (eV/atom)", "edit": False}, + {"col": "Predicted Stable?", "edit": False}, + ] + + empty_row = { + "Material ID": None, + "Formula": "INSERT", + "Formation Energy (eV/atom)": "INSERT", + "Energy Above Hull (eV/atom)": None, + "Predicted Stable": None, + } + + def figure_layout(self, plotter, pd): + dim = pd.dim + + if dim not in [2, 3, 4]: + raise ValueError("Phase diagram must be for 2, 3, or 4 components!") + + annotations_list = [] + + for coords, entry in plotter.pd_plot_data[1].items(): + x, y = coords[0], coords[1] + + if dim == 4: + if not entry.composition.is_element: + continue + else: + z = coords[2] + + formula = list(entry.composition.reduced_formula) + + clean_formula = self.clean_formula(formula) + + annotation = { + "align": "center", + "font": {"color": "#000000", "size": 20.0}, + "opacity": 1, + "showarrow": False, + "text": clean_formula, + "x": x, + "xanchor": "right", + "yanchor": "auto", + "xshift": -10, + "yshift": -10, + "xref": "x", + "y": y, + "yref": "y", + } + + if dim == 3: + annotation.update({"font": {"color": "#000000", "size": 18.0}}) + elif dim == 4: + annotation.update({"z": z}) + for d in ["xref", "yref"]: + annotation.pop(d) # Scatter3d cannot contain xref, yref + + annotations_list.append(annotation) + + if dim == 2: + layout = self.default_binary_plot_style + layout["annotations"] = annotations_list + elif dim == 3: + layout = self.default_ternary_plot_style + layout["annotations"] = annotations_list + elif dim == 4: + layout = self.default_quaternary_plot_style + layout["scene"].update( + { + "annotations": annotations_list, + "camera": dict( + up=dict(x=0, y=0, z=1), + center=dict(x=-0.15, y=-0.2, z=0), + eye=dict(x=1.25, y=1.25, z=1.25), + ), + } + ) + return layout + + def create_markers(self, plotter, pd): + x_list = [] + y_list = [] + z_list = [] + text = [] + energy_list = [] + + dim = pd.dim + + for coord, entry in plotter.pd_plot_data[1].items(): + energy = round(pd.get_form_energy_per_atom(entry), 3) + energy_list.append(energy) + mpid = entry.attribute + formula = entry.composition.reduced_formula + + clean_formula = self.clean_formula(formula) + + x_list.append(coord[0]) + y_list.append(coord[1]) + + if dim == 4: + z_list.append(coord[2]) + text.append(f"{clean_formula} ({mpid})
{str(energy)} eV") + + if dim == 2 or dim == 3: + marker_plot = go.Scatter( + x=x_list, + y=y_list, + mode="markers", + name="Stable", + marker=dict( + color=energy_list, + size=11, + colorscale=self.colorscale, + line=dict(width=2, color="#000000"), + ), + hoverinfo="text", + hoverlabel=dict(font=dict(size=14)), + showlegend=True, + hovertext=text, + ) + if dim == 4: + marker_plot = go.Scatter3d( + x=x_list, + y=y_list, + z=z_list, + mode="markers", + name="Stable", + marker=dict( + color=energy_list, + size=8, + colorscale=self.colorscale, + line=dict(width=2, color="#000000"), + ), + hoverinfo="text", + hoverlabel=dict(font=dict(size=14)), + hovertext=text, + showlegend=True, + ) + return marker_plot + + def create_unstable_markers(self, plotter, pd): + x_list = [] + y_list = [] + z_list = [] + text_list = [] + + dim = pd.dim + + for (unstable_entry, unstable_coord) in plotter.pd_plot_data[2].items(): + x_list.append(unstable_coord[0]) + y_list.append(unstable_coord[1]) + if dim == 4: + z_list.append(unstable_coord[2]) + + mpid = unstable_entry.attribute + formula = list(unstable_entry.composition.reduced_formula) + e_above_hull = round(pd.get_e_above_hull(unstable_entry), 3) + + clean_formula = self.clean_formula(formula) + + energy = round(pd.get_form_energy_per_atom(unstable_entry), 3) + text_list.append( + f"{clean_formula} ({mpid})
" f"{energy} eV (+{e_above_hull} eV)" + ) + + if dim == 2 or dim == 3: + unstable_marker_plot = go.Scatter( + x=x_list, + y=y_list, + mode="markers", + hoverinfo="text", + hovertext=text_list, + visible="legendonly", + name="Unstable", + marker=dict(color="#ff0000", size=12, symbol="x"), + ) + + elif dim == 4: + unstable_marker_plot = go.Scatter3d( + x=x_list, + y=y_list, + z=z_list, + mode="markers", + hoverinfo="text", + hovertext=text_list, + visible="legendonly", + name="Unstable", + marker=dict(color="#ff0000", size=4, symbol="x"), + ) + + return unstable_marker_plot + + @staticmethod + def create_table_content(pd): + data = [] + + for entry in pd.all_entries: + try: + mpid = entry.entry_id + except: + mpid = entry.attribute # accounting for custom entry + + try: + data.append( + { + "Material ID": mpid, + "Formula": entry.name, + "Formation Energy (eV/atom)": round( + pd.get_form_energy_per_atom(entry), 3 + ), + "Energy Above Hull (eV/atom)": round( + pd.get_e_above_hull(entry), 3 + ), + "Predicted Stable?": ( + "Yes" if pd.get_e_above_hull(entry) == 0 else "No" + ), + } + ) + + except: + data.append({}) + return data + + @staticmethod + def clean_formula(formula): + s = [] + for char in formula: + if char.isdigit(): + s.append(f"{char}") + else: + s.append(char) + + clean_formula = "".join(s) + + return clean_formula + + @staticmethod + def ternary_plot(plot_data): + """ + Return a ternary phase diagram in a two-dimensional plot. + + Args: + plot_data: plot data from PDPlotter + + Returns: go.Figure + """ + + go.Scatterternary( + { + "mode": "markers", + "a": list_of_a_comp, + "b": ..., + "c": ..., + "text": ..., + "marker": { + "symbol": 100, + "color": ..., + "size": ..., + "line": {"width": 2}, + }, + } + ) + + go.Scatterternary({"mode": "lines", "a": ..., "b": ..., "c": ..., "line": ...}) + + go.Layout( + { + "title": "Ternary Scatter Plot", + "ternary": { + "sum": 1, + "aaxis": { + "title": "X", + "min": 0.01, + "linewidth": 2, + "ticks": "outside", + }, + "baxis": { + "title": "W", + "min": 0.01, + "linewidth": 2, + "ticks": "outside", + }, + "caxis": { + "title": "S", + "min": 0.01, + "linewidth": 2, + "ticks": "outside", + }, + }, + "showlegend": False, + } + ) + + return go.Figure() + + @property + def _sub_layouts(self): + + graph = html.Div( + [ + dcc.Graph( + figure=go.Figure(layout=PhaseDiagramComponent.empty_plot_style), + id=self.id("graph"), + config={"displayModeBar": False, "displaylogo": False}, + ) + ], + id=self.id("pd-div"), + ) + table = html.Div( + [ + html.Div( + dash_table.DataTable( + id=self.id("entry-table"), + columns=( + [ + { + "id": p["col"], + "name": p["col"], + "editable": p["edit"], + } + for p in self.default_table_params + ] + ), + style_table={ + "maxHeight": "450px", + "overflowY": "auto", + "border": "thin lightgrey solid", + }, + # n_fixed_rows=1, + sort_action="native", + editable=True, + row_deletable=True, + style_header={ + "backgroundColor": "rgb(230, 249, 255)", + "fontWeight": "bold", + }, + style_cell={ + "fontFamily": "IBM Plex Sans", + "textAlign": "centered", + "whiteSpace": "normal", + }, + css=[ + { + "selector": ".dash-cell div.dash-cell-value", + "rule": "display: inline; white-space: inherit; overflow: inherit; text-overflow: inherit;", + } + ], + style_cell_conditional=[ + {"if": {"column_id": "Material ID"}, "width": "20%"}, + {"if": {"column_id": "Formula"}, "width": "20%"}, + ], + ) + ), + Button( + "Add Custom Entry", + id=self.id("editing-rows-button"), + kind="primary", + n_clicks=0, + ), + html.P("Enter composition and formation energy per atom."), + ] + ) + + return {"graph": graph, "table": table} + + def layout(self): + return html.Div( + [ + Columns( + [ + Column(self._sub_layouts["graph"]), + Column(self._sub_layouts["table"]), + ], + centered=True, + ) + ] + ) + + def generate_callbacks(self, app, cache): + @app.callback( + Output(self.id("pd-div"), "children"), [Input(self.id("figure"), "data")] + ) + def update_graph(figure): + if figure is None: + raise PreventUpdate + elif figure == "error": + search_error = ( + MessageContainer( + [ + MessageBody( + dcc.Markdown( + "Plotting is only available for phase diagrams containing 2-4 components." + ) + ) + ], + kind="warning", + ), + ) + return search_error + + else: + plot = [ + dcc.Graph( + figure=figure, + config={"displayModeBar": False, "displaylogo": False}, + ) + ] + return plot + + @app.callback(Output(self.id("figure"), "data"), [Input(self.id(), "data")]) + def make_figure(pd): + if pd is None: + raise PreventUpdate + + pd = self.from_data(pd) + dim = pd.dim + + if dim not in [2, 3, 4]: + return "error" + + plotter = PDPlotter(pd) + + data = [] + for line in plotter.pd_plot_data[0]: + if dim == 2 or dim == 3: + data.append( + go.Scatter( + x=list(line[0]), + y=list(line[1]), # create all phase diagram lines + mode="lines", + hoverinfo="none", + line={ + "color": "rgba (0, 0, 0, 1)", + "dash": "solid", + "width": 3.0, + }, + showlegend=False, + ) + ) + + elif dim == 4: + data.append( + go.Scatter3d( + x=list(line[0]), + y=list(line[1]), + z=list(line[2]), + mode="lines", + hoverinfo="none", + line={ + "color": "rgba (0, 0, 0, 1)", + "dash": "solid", + "width": 3.0, + }, + showlegend=False, + ) + ) + + data.append(self.create_unstable_markers(plotter, pd)) + data.append(self.create_markers(plotter, pd)) + + fig = go.Figure(data=data) + fig.layout = self.figure_layout(plotter, pd) + + return fig + + @app.callback(Output(self.id(), "data"), [Input(self.id("entries"), "data")]) + def create_pd_object(entries): + if entries is None or not entries: + raise PreventUpdate + + entries = self.from_data(entries) + + return PhaseDiagram(entries) + + @app.callback( + Output(self.id("entries"), "data"), + [Input(self.id("entry-table"), "derived_virtual_data")], + ) + def update_entries_store(rows): + if rows is None: + raise PreventUpdate + entries = [] + for row in rows: + try: + comp = Composition(row["Formula"]) + energy = row["Formation Energy (eV/atom)"] + if row["Material ID"] is None: + attribute = "Custom Entry" + else: + attribute = row["Material ID"] + # create new entry object containing mpid as attribute (to combine with custom entries) + entry = PDEntry( + comp, float(energy) * comp.num_atoms, attribute=attribute + ) + entries.append(entry) + except: + continue + + if not entries: + raise PreventUpdate + + return entries + + @app.callback( + Output(self.id("entry-table"), "data"), + [ + Input(self.id("chemsys-internal"), "data"), + Input(self.id(), "modified_timestamp"), + Input(self.id("editing-rows-button"), "n_clicks"), + ], + [State(self.id(), "data"), State(self.id("entry-table"), "data")], + ) + def create_table(chemsys, pd_time, n_clicks, pd, rows): + + ctx = dash.callback_context + + if ctx is None or not ctx.triggered or chemsys is None: + raise PreventUpdate + + trigger = ctx.triggered[0] + + # PD update trigger + if trigger["prop_id"] == self.id() + ".modified_timestamp": + table_content = self.create_table_content(self.from_data(pd)) + return table_content + elif trigger["prop_id"] == self.id("editing-rows-button") + ".n_clicks": + if n_clicks > 0 and rows: + rows.append(self.empty_row) + return rows + + with MPRester() as mpr: + entries = mpr.get_entries_in_chemsys(chemsys) + + pd = PhaseDiagram(entries) + table_content = self.create_table_content(pd) + + return table_content + + @app.callback( + Output(self.id("chemsys-internal"), "data"), + [ + Input(self.id("mpid"), "data"), + Input(self.id("chemsys-external"), "data"), + ], + ) + def get_chemsys_from_mpid_or_chemsys(mpid, chemsys_external: str): + """ + :param mpid: mpid + :param chemsys_external: chemsys, e.g. "Co-O" + :return: chemsys + """ + ctx = dash.callback_context + + if ctx is None or not ctx.triggered: + raise PreventUpdate + + trigger = ctx.triggered[0] + + if trigger["value"] is None: + raise PreventUpdate + + chemsys = None + + # get entries by mpid + if trigger["prop_id"] == self.id("mpid") + ".data": + with MPRester() as mpr: + entry = mpr.get_entry_by_material_id(mpid) + + chemsys = entry.composition.chemical_system + + # get entries by chemsys + if trigger["prop_id"] == self.id("chemsys-external") + ".data": + chemsys = chemsys_external + + return chemsys + + +class PhaseDiagramPanelComponent(PanelComponent): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.pd_component = PhaseDiagramComponent() + self.pd_component.attach_from(self, this_store_name="struct") + + @property + def title(self): + return "Phase Diagram" + + @property + def description(self): + return ( + "Display the compositional phase diagram for the" + " chemical system containing this structure (between 2–4 species)." + ) + + def update_contents(self, new_store_contents, *args): + return self.pd_component.layout diff --git a/build/lib/crystal_toolkit/components/pourbaix.py b/build/lib/crystal_toolkit/components/pourbaix.py new file mode 100644 index 00000000..fe617e42 --- /dev/null +++ b/build/lib/crystal_toolkit/components/pourbaix.py @@ -0,0 +1,620 @@ +import dash +import dash_core_components as dcc +import dash_html_components as html +import plotly.graph_objs as go +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate + +import numpy as np +import re +from pymatgen.ext.matproj import MPRester +from pymatgen.analysis.pourbaix_diagram import PourbaixDiagram, ELEMENTS_HO + +from crystal_toolkit.helpers.layouts import ( + MessageContainer, + MessageBody, +) # layout helpers like `Columns` etc. (most subclass html.Div) +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.core.panelcomponent import PanelComponent + + +__author__ = "Joseph Montoya" +__email__ = "joseph.montoya@tri.global" + + +# TODO: fix bug for Pa, etc. + +SUPPORTED_N_ELEMENTS = 4 +WIDTH = 700 # in px + + +class PourbaixDiagramComponent(MPComponent): + def __init__(self, pourbaix_diagram=None, **kwargs): + super().__init__(**kwargs) + + # stores that trigger a new Pourbaix diagram + self.create_store("mpid") # e.g. "mp-123" + self.create_store("chemsys") # e.g. ["Fe", "O"], list of element strings + self.create_store("struct") # pymatgen.core.structure.Structure + + # filled from the input stores + self.create_store("pourbaix_entries") + + self.create_store("figure") + self.create_store("pourbaix_diagram_options") + self.create_store("pourbaix_display_options") + for index in range(SUPPORTED_N_ELEMENTS): + self.create_store("concentration-slider-{}".format(index)) + self.create_store("concentration-slider-{}-div".format(index)) + + self.create_store("conc_dict") + self.create_store("pourbaix_diagram", initial_data=pourbaix_diagram) + + default_plot_style = dict( + xaxis={ + "title": "pH", + "anchor": "y", + "mirror": "ticks", + "showgrid": False, + "showline": True, + "side": "bottom", + "tickfont": {"size": 16.0}, + "ticks": "inside", + "titlefont": {"color": "#000000", "size": 24.0}, + "type": "linear", + "zeroline": False, + "range": [-2, 16], + }, + yaxis={ + "title": "Applied Potential (V vs. SHE)", + "anchor": "x", + "mirror": "ticks", + "range": [-2, 4], + "showgrid": False, + "showline": True, + "side": "left", + "tickfont": {"size": 16.0}, + "ticks": "inside", + "titlefont": {"color": "#000000", "size": 24.0}, + "type": "linear", + "zeroline": False, + }, + paper_bgcolor="rgba(0,0,0,0)", + plot_bgcolor="rgba(0,0,0,0)", + height=550, + width=WIDTH, + hovermode="closest", + showlegend=False, + legend=dict( + orientation="h", + traceorder="reversed", + x=1.0, + y=1.08, + xanchor="right", + tracegroupgap=5, + ), + margin=dict(l=80, b=70, t=10, r=20), + ) + + empty_plot_style = { + "xaxis": {"visible": False}, + "yaxis": {"visible": False}, + "paper_bgcolor": "rgba(0,0,0,0)", + "plot_bgcolor": "rgba(0,0,0,0)", + } + + colorscale_classic = [ + [0.00, "#4728fa"], # blue + [0.33, "#f9f273"], # yellow + [0.66, "#e5211b"], # red + [1.00, "#ffffff"], # white + ] + + colorscale = "magma" + + default_table_params = [ + {"col": "Material ID", "edit": False}, + {"col": "Formula", "edit": True}, + {"col": "Formation Energy (eV/atom)", "edit": True}, + {"col": "Energy Above Hull (eV/atom)", "edit": False}, + {"col": "Predicted Stable?", "edit": False}, + ] + + empty_row = { + "Material ID": None, + "Formula": "INSERT", + "Formation Energy (eV/atom)": "INSERT", + "Energy Above Hull (eV/atom)": None, + "Predicted Stable": None, + } + + # TODO: why both plotter and pd + @staticmethod + def get_figure( + pourbaix_diagram, heatmap_entry=None, heatmap_as_contour=True, show_labels=True + ): + """ + Static method for getting plotly figure from a pourbaix diagram + + Args: + pourbaix_diagram (PourbaixDiagram): pourbaix diagram to plot + heatmap_entry (PourbaixEntry): id for the heatmap generation + heatmap_as_contour (bool): if True, display contours, if False heatmap as grid + + Returns: + (dict) figure layout + + """ + # TODO: fix mpid problem. Can't attach from mpid without it being a structure. + data = [] + + # Get data for heatmap + if heatmap_entry is not None: + ph_range = np.arange(-2, 16.001, 0.1) + v_range = np.arange(-2, 4.001, 0.1) + ph_mesh, v_mesh = np.meshgrid(ph_range, v_range) + decomposition_e = pourbaix_diagram.get_decomposition_energy( + heatmap_entry, ph_mesh, v_mesh + ) + + # Generate hoverinfo + hovertexts = [] + for ph_val, v_val, de_val in zip( + ph_mesh.ravel(), v_mesh.ravel(), decomposition_e.ravel() + ): + hovertext = [ + "∆Gpbx={:.2f}".format(de_val), + "ph={:.2f}".format(ph_val), + "V={:.2f}".format(v_val), + ] + hovertext = "
".join(hovertext) + hovertexts.append(hovertext) + hovertexts = np.reshape(hovertexts, list(decomposition_e.shape)) + + # Enforce decomposition limit energy + decomposition_e = np.min( + [decomposition_e, np.ones(decomposition_e.shape)], axis=0 + ) + + if not heatmap_as_contour: + # Plotly needs a list here for validation + hmap = go.Heatmap( + x=list(ph_range), + y=list(v_range), + z=decomposition_e, + text=hovertexts, + hoverinfo="text", + colorbar={ + "title": "∆Gpbx (eV/atom)", + "titleside": "right", + }, + colorscale=PourbaixDiagramComponent.colorscale, + zmin=0, + zmax=1, + ) + data.append(hmap) + + else: + + hmap = go.Contour( + z=decomposition_e, + x=list(ph_range), + y=list(v_range), + colorscale=PourbaixDiagramComponent.colorscale, # or magma + zmin=0, + zmax=1, + connectgaps=True, + line_smoothing=0, + line_width=0, + contours_coloring="heatmap", + text=hovertexts, + ) + data.insert(0, hmap) + + shapes = [] + xydata = [] + labels = [] + + for entry, vertices in pourbaix_diagram._stable_domain_vertices.items(): + formula = entry.name + clean_formula = PourbaixDiagramComponent.clean_formula(formula) + + # Generate annotation + xydata.append(np.average(vertices, axis=0)) + labels.append(clean_formula) + + # Info on SVG paths: https://developer.mozilla.org/en-US/docs/Web/SVG/Tutorial/Paths + # Move to first point + path = "M {},{}".format(*vertices[0]) + # Draw lines to each other point + path += "".join(["L {},{}".format(*vertex) for vertex in vertices[1:]]) + # Close path + path += "Z" + + # Note that the lines and fills are added separately + # so that the lines but not the fills will show up on heatmap. + # This may be condensable in the future if plotly adds a more + # general z-ordering of objects + + # Fill with turquoise if solution + if heatmap_entry is None: + fillcolor = "White" if "Ion" in entry.phase_type else "PaleTurquoise" + shape = go.layout.Shape( + type="path", + path=path, + fillcolor=fillcolor, + line_color=None, + layer="below", + ) + shapes.append(shape) + + # Add lines separately so they show up on heatmap + shape = go.layout.Shape( + type="path", path=path, fillcolor=None, line_color="Black" + ) + shapes.append(shape) + + layout = PourbaixDiagramComponent.default_plot_style + layout.update({"shapes": shapes}) + + if show_labels: + if len(pourbaix_diagram.pbx_elts) == 1: + # Add annotations to layout + annotations = [ + { + "align": "center", + "font": {"color": "#000000", "size": 15.0}, + "opacity": 1, + "showarrow": False, + "text": label, + "x": x, + "xanchor": "center", + "yanchor": "auto", + # "xshift": -10, + # "yshift": -10, + "xref": "x", + "y": y, + "yref": "y", + } + for (x, y), label in zip(xydata, labels) + ] + layout.update({"annotations": annotations}) + else: + x, y = zip(*xydata) + data.append( + go.Scatter(x=x, y=y, text=labels, hoverinfo="text", mode="markers") + ) + + figure = go.Figure(data=data, layout=layout) + + return figure + + # TODO: format formula + @staticmethod + def clean_formula(formula): + # Superscript charges + clean_formula = re.sub(r"\[([0-9+-]+)\]", r"\1", formula) + + # Subscript coefficients + clean_formula = re.sub( + r"([A-Za-z\(\)])([\d\.]+)", r"\1\2", clean_formula + ) + return clean_formula + + @property + def _sub_layouts(self): + + options = html.Div( + [ + dcc.Checklist( + options=[{"label": "Filter solids ", "value": "filter_solids"}], + value=["filter_solids", "show_labels"], + id=self.id("pourbaix_diagram_options"), + style={"display": "inline-block"}, + inputClassName="mpc-radio", + ), + dcc.Checklist( + options=[ + {"label": "Show heatmap ", "value": "show_heatmap"}, + {"label": "Show labels ", "value": "show_labels"}, + ], + value=["show_labels"], + id=self.id("pourbaix_display_options"), + style={"display": "inline-block"}, + inputClassName="mpc-radio", + ), + ], + style={"width": WIDTH, "display": "inline-block"}, + ) + + graph = html.Div( + [ + dcc.Graph( + figure=go.Figure(layout=PourbaixDiagramComponent.empty_plot_style), + id=self.id("graph"), + config={"displayModeBar": False, "displaylogo": False}, + ) + ], + id=self.id("pourbaix-div"), + ) + + sliders = html.Div( + [ + html.Div( + children=[ + html.Div( + "concentration-{}".format(n), + id=self.id("concentration-{}-text".format(n)), + ), + dcc.Slider( + id=self.id("concentration-slider-{}".format(n)), + min=-8, + max=1, + step=1, + value=-4, + ), + ], + id=self.id("concentration-slider-{}-div".format(n)), + style={"display": "none"}, + ) + for n in range(SUPPORTED_N_ELEMENTS) + ], + id=self.id("slider-div"), + style={"width": WIDTH}, + ) + + return {"graph": graph, "options": options, "sliders": sliders} + + @property + def layout(self): + return html.Div( + children=[ + self._sub_layouts["options"], + self._sub_layouts["sliders"], + self._sub_layouts["graph"], + ] + ) + + def generate_callbacks(self, app, cache): + @app.callback( + Output(self.id("pourbaix-div"), "children"), + [Input(self.id("figure"), "data")], + ) + def update_graph(figure): + if figure is None: + raise PreventUpdate + elif figure == "too_many_elements": + search_error = ( + MessageContainer( + [ + MessageBody( + dcc.Markdown( + "Pourbaix diagrams may only be calculated for materials " + "with {} or fewer non-OH elements".format( + SUPPORTED_N_ELEMENTS + ) + ) + ) + ], + kind="warning", + ), + ) + return search_error + + else: + plot = [ + dcc.Graph( + figure=figure, + config={"displayModeBar": False, "displaylogo": False}, + ) + ] + return plot + + @app.callback( + Output(self.id("figure"), "data"), + [ + Input(self.id("pourbaix_diagram"), "data"), + Input(self.id("pourbaix_display_options"), "value"), + Input(self.id("pourbaix_entries"), "data"), + Input(self.id("struct"), "data"), + ], + ) + def make_figure( + pourbaix_diagram, pourbaix_display_options, pourbaix_entries, struct + ): + if pourbaix_entries == "too_many_elements": + return "too_many_elements" + + if pourbaix_diagram is None: + raise PreventUpdate + + pourbaix_display_options = pourbaix_display_options or [] + + pourbaix_diagram = self.from_data(pourbaix_diagram) + pourbaix_entries = self.from_data(pourbaix_entries) + + # Get heatmap id + if "show_heatmap" in pourbaix_display_options: + struct = self.from_data(struct) + with MPRester() as mpr: + # Should probably enable fetching pourbaix entry + # by mpid in MPRester + heatmap_id = mpr.find_structure(struct)[0] + + # Find entry + heatmap_entry = [ + entry for entry in pourbaix_entries if heatmap_id in entry.entry_id + ][0] + else: + heatmap_entry = None + + show_labels = "show_labels" in pourbaix_display_options + fig = self.get_figure( + pourbaix_diagram, heatmap_entry=heatmap_entry, show_labels=show_labels + ) + return fig + + @app.callback( + Output(self.id("pourbaix_diagram"), "data"), + [ + Input(self.id("pourbaix_entries"), "data"), + Input(self.id("pourbaix_diagram_options"), "value"), + Input(self.id("conc_dict"), "data"), + Input(self.id("struct"), "data"), + ], + ) + def create_pbx_object( + pourbaix_entries, pourbaix_diagram_options, conc_dict, struct + ): + # Pass along element restriction + if pourbaix_entries == "too_many_elements": + return "too_many_elements" + + self.logger.debug("Updating entries") + if pourbaix_entries is None or not pourbaix_entries: + self.logger.debug("Preventing updating entries") + raise PreventUpdate + + pourbaix_entries = self.from_data(pourbaix_entries) + + # filter_solids = True + if pourbaix_diagram_options is not None: + filter_solids = "filter_solids" in pourbaix_diagram_options + else: + filter_solids = True + + # Get composition from structure + struct = self.from_data(struct) + comp_dict = { + str(elt): coeff + for elt, coeff in struct.composition.items() + if elt not in ELEMENTS_HO + } + if conc_dict is not None: + conc_dict = self.from_data(conc_dict) + + pourbaix_diagram = PourbaixDiagram( + pourbaix_entries, + comp_dict=comp_dict, + conc_dict=conc_dict, + filter_solids=filter_solids, + ) + self.logger.debug("Generated pourbaix diagram") + return pourbaix_diagram + + @app.callback( + Output(self.id("pourbaix_entries"), "data"), + [ + Input(self.id("mpid"), "data"), + Input(self.id("struct"), "data"), + Input(self.id("chemsys"), "data"), + ], + ) + def get_chemsys_from_struct_mpid(mpid, struct, chemsys): + ctx = dash.callback_context + + if ctx is None or not ctx.triggered: + raise PreventUpdate + + trigger = ctx.triggered[0] + + if trigger["value"] is None: + raise PreventUpdate + + # mpid trigger + if trigger["prop_id"] == self.id("mpid") + ".data": + with MPRester() as mpr: + entry = mpr.get_entry_by_material_id(mpid) + + chemsys = [str(elem) for elem in entry.composition.elements] + + # struct trigger + elif trigger["prop_id"] == self.id("struct") + ".data": + chemsys = [ + str(elem) for elem in self.from_data(struct).composition.elements + ] + + if len(set(chemsys) - {"O", "H"}) > SUPPORTED_N_ELEMENTS: + return "too_many_elements" + + with MPRester() as mpr: + pourbaix_entries = mpr.get_pourbaix_entries(chemsys) + + return pourbaix_entries + + # This is a hacked way of getting concentration, but haven't found a more sane fix + # Basically creates 3 persistent sliders and updates the concentration according to + # their values. Renders only the necessary ones visible. + @app.callback( + [ + Output(self.id("concentration-slider-{}-div".format(index)), "style") + for index in range(SUPPORTED_N_ELEMENTS) + ], + [ + Input(self.id("pourbaix_diagram"), "data"), + Input(self.id("struct"), "data"), + ], + ) + def reveal_sliders(pourbaix_diagram, struct): + if struct is None: + raise PreventUpdate + struct = self.from_data(struct) + pbx_elts = [ + elt for elt in struct.composition.keys() if elt not in ELEMENTS_HO + ] + nelts = len(pbx_elts) + styles = [{}] * nelts + styles += [{"display": "none"}] * (SUPPORTED_N_ELEMENTS - nelts) + return styles + + @app.callback( + [Output(self.id("conc_dict"), "data")] + + [ + Output(self.id("concentration-{}-text".format(index)), "children") + for index in range(SUPPORTED_N_ELEMENTS) + ], + [Input(self.id("struct"), "data")] + + [ + Input(self.id("concentration-slider-{}".format(index)), "value") + for index in range(SUPPORTED_N_ELEMENTS) + ], + ) + def update_conc_dict(struct, *args): + if args[0] is None: + raise PreventUpdate + + struct = self.from_data(struct) + pbx_elts = sorted( + [ + str(elt) + for elt in struct.composition.keys() + if elt not in ELEMENTS_HO + ] + ) + conc_dict = { + k: 10 ** arg for k, arg in zip(pbx_elts, args[: len(pbx_elts)]) + } + conc_text = ["{}: {} M".format(k, v) for k, v in conc_dict.items()] + conc_text += [""] * (SUPPORTED_N_ELEMENTS - len(pbx_elts)) + return [conc_dict] + conc_text + + +class PourbaixDiagramPanelComponent(PanelComponent): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.pourbaix_component = PourbaixDiagramComponent() + self.pourbaix_component.attach_from(self, this_store_name="struct") + + @property + def title(self): + return "Pourbaix Diagram" + + @property + def description(self): + return ( + "Display the pourbaix diagram for the" + " chemical system containing this structure (fewer than 3 non-OH species)." + ) + + def update_contents(self, new_store_contents, *args): + return self.pourbaix_component.layout diff --git a/build/lib/crystal_toolkit/components/robocrys.py b/build/lib/crystal_toolkit/components/robocrys.py new file mode 100644 index 00000000..579fdabf --- /dev/null +++ b/build/lib/crystal_toolkit/components/robocrys.py @@ -0,0 +1,63 @@ +import dash_html_components as html +from dash.dependencies import Input, Output +from robocrys import StructureCondenser, StructureDescriber +from robocrys import __version__ as robocrys_version + +from crystal_toolkit.core.panelcomponent import PanelComponent +from crystal_toolkit.helpers.layouts import MessageContainer, MessageBody, Loading + + +class RobocrysComponent(PanelComponent): + @property + def title(self): + return "Description" + + @property + def description(self): + return ( + "Your friendly robocrystallographer tries to describe a structure much " + "like a human crystallographer would." + ) + + def contents_layout(self) -> html.Div: + + return Loading(id=self.id("robocrys")) + + def generate_callbacks(self, app, cache): + + super().generate_callbacks(app, cache) + + @app.callback( + Output(self.id("robocrys"), "children"), [Input(self.id(), "data")] + ) + @cache.memoize() + def run_robocrys_analysis(new_store_contents): + + struct = self.from_data(new_store_contents) + + try: + + condenser = StructureCondenser() + describer = StructureDescriber(fmt="unicode") + + condensed_structure = condenser.condense_structure(struct) + + description = describer.describe(condensed_structure) + + except Exception as exc: + + description = str(exc) + + return MessageContainer( + MessageBody( + [ + f"{description} – ", + html.A( + f"🤖 robocrys v{robocrys_version}", + href="https://github.com/hackingmaterials/robocrystallographer", + style={"white-space": "nowrap"}, + ), + ] + ), + kind="dark", + ) diff --git a/build/lib/crystal_toolkit/components/search.py b/build/lib/crystal_toolkit/components/search.py new file mode 100644 index 00000000..342239e8 --- /dev/null +++ b/build/lib/crystal_toolkit/components/search.py @@ -0,0 +1,235 @@ +import os + +import dash_core_components as dcc +import dash_html_components as html + +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate + +from monty.serialization import loadfn, dumpfn +from pymatgen.core.composition import CompositionError +from pymatgen.util.string import unicodeify +from pymatgen.ext.matproj import MPRester + + +from pymatgen.util.string import unicodeify_spacegroup +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.helpers.layouts import * +from crystal_toolkit import __file__ as module_path + +import numpy as np + +from collections import defaultdict +from itertools import chain +from random import choice + + +class SearchComponent(MPComponent): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.create_store("results") + + def _get_mpid_cache(self): + + path = os.path.join(os.path.dirname(module_path), "mpid_cache.json") + + if os.path.isfile(path): + mpid_cache = loadfn(path) + else: + mpid_cache = [] + # else: + # try: + # with MPRester() as mpr: + # # restrict random mpids to those likely experimentally known + # # and not too large + # entries = mpr.query( + # {"nsites": {"$lte": 16}}, + # ["task_id", "icsd_ids"], + # chunk_size=0, + # mp_decode=False, + # ) + # mpid_cache = [ + # entry["task_id"] for entry in entries if len(entry["icsd_ids"]) > 2 + # ] + # dumpfn(mpid_cache, path) + # except Exception: + # mpid_cache = [] + + self.mpid_cache = mpid_cache + + def _make_search_box(self, search_term=None): + + search_field = dcc.Input( + id=self.id("input"), + className="input", + type="text", + value=search_term, + placeholder="Enter a formula or mp-id…", + ) + search_button = Button( + [Icon(kind="search"), html.Span(), "Search"], + kind="primary", + id=self.id("button"), + ) + search = Field( + [Control(search_field), Control(search_button)], + addons=True, + style={"marginBottom": "0"}, + ) + + return html.Div( + [html.Label("Search Materials Project:", className="mpc-label"), search] + ) + + @property + def _sub_layouts(self): + + search = html.Div(self._make_search_box(), id=self.id("search_container")) + + random_link = html.A( + "get random mp-id", className="is-text is-size-7", id=self.id("random") + ) + + dropdown = dcc.Dropdown(id=self.id("dropdown"), clearable=False) + dropdown_container = html.Div( + [html.Label("Multiple results found, please select one:"), dropdown], + id=self.id("dropdown-container"), + style={"display": "none"}, + ) + + warning = html.Div(style={"display": "none"}, id=self.id("warning")) + + search = html.Div([search, random_link], style={"marginBottom": "0.75rem"}) + + search = html.Div([search, warning, dropdown_container]) + + return {"search": search} + + def layout(self): + return html.Div([self._sub_layouts["search"]]) + + def generate_callbacks(self, app, cache): + + self._get_mpid_cache() + + @cache.memoize(timeout=0) + def get_human_readable_results_from_search_term(search_term): + + # common confusables + if search_term.isnumeric() and str(int(search_term)) == search_term: + search_term = f"mp-{search_term}" + if search_term.startswith("mp") and "-" not in search_term: + search_term = f"mp-{search_term.split('mp')[1]}" + + if search_term.startswith("mp-") or search_term.startswith("mvc-"): + # no need to actually search, support multiple mp-ids (space separated) + return {mpid: mpid for mpid in search_term.split(" ")} + + with MPRester() as mpr: + try: + entries = mpr.query( + search_term, + [ + "task_id", + "pretty_formula", + "e_above_hull", + "spacegroup.symbol", + ], + ) + except CompositionError: + entries = [] + + if len(entries) == 0: + self.logger.info(f"Search: no results for {search_term}") + return {"error": f"No results found for {search_term}."} + + # sort by e_above_hull if a normal query, or by Levenshtein distance + # if fuzzy matching (order of mpids list if present matches Levenshtein distance) + if not mpids: + entries = sorted(entries, key=lambda x: x["e_above_hull"]) + else: + entries = sorted(entries, key=lambda x: mpids.index(x["task_id"])) + + for entry in entries: + e_hull = entry["e_above_hull"] + if e_hull == 0: + entry["e_above_hull_human"] = "predicted stable phase" + elif e_hull >= 0.01: + entry["e_above_hull_human"] = f"+{e_hull:.2f} eV/atom" + else: + e_hull_str = np.format_float_scientific(e_hull, precision=2) + entry["e_above_hull_human"] = f"+{e_hull_str} eV/atom" + + human_readable_results = { + entry["task_id"]: f"{unicodeify(entry['pretty_formula'])} " + f"({unicodeify_spacegroup(entry['spacegroup.symbol'])}) " + f"{entry['e_above_hull_human']}" + for entry in entries + } + + return human_readable_results + + @app.callback( + Output(self.id("results"), "data"), + [Input(self.id("input"), "n_submit"), Input(self.id("button"), "n_clicks")], + [State(self.id("input"), "value")], + ) + def update_results(n_submit, n_clicks, search_term): + + if not search_term: + raise PreventUpdate + + self.logger.info(f"Search: {search_term}") + + results = get_human_readable_results_from_search_term(search_term) + + self.logger.debug(f"Search results: {results}") + + return results + + @app.callback( + Output(self.id("dropdown"), "options"), [Input(self.id("results"), "data")] + ) + def update_dropdown_options(results): + if not results or "error" in results: + raise PreventUpdate + return [{"value": mpid, "label": label} for mpid, label in results.items()] + + @app.callback( + Output(self.id("dropdown"), "value"), [Input(self.id("results"), "data")] + ) + def update_dropdown_value(results): + if not results or "error" in results: + raise PreventUpdate + return list(results.keys())[0] + + @app.callback( + Output(self.id("dropdown-container"), "style"), + [Input(self.id("results"), "data")], + ) + def hide_show_dropdown(results): + if not results or len(results) <= 1: + return {"display": "none"} + else: + return {} + + @app.callback( + Output(self.id("warning"), "children"), [Input(self.id("results"), "data")] + ) + def show_warning(results): + if results and "error" in results: + return MessageContainer(MessageBody(results["error"])) + else: + return html.Div() + + @app.callback( + Output(self.id("search_container"), "children"), + [Input(self.id("random"), "n_clicks")], + ) + def update_displayed_mpid(random_n_clicks): + # TODO: this is a really awkward solution to a complex callback chain, improve in future? + return self._make_search_box(search_term=choice(self.mpid_cache)) + + @app.callback(Output(self.id(), "data"), [Input(self.id("dropdown"), "value")]) + def update_store_from_value(mpid): + return mpid diff --git a/build/lib/crystal_toolkit/components/structure.py b/build/lib/crystal_toolkit/components/structure.py new file mode 100644 index 00000000..86a916cf --- /dev/null +++ b/build/lib/crystal_toolkit/components/structure.py @@ -0,0 +1,982 @@ +import os +import re +import sys +import warnings +from collections import OrderedDict +from itertools import chain, combinations_with_replacement +from typing import Dict, Optional, Tuple, Union + +import dash +import dash_table as dt +import numpy as np +from dash.dependencies import Input, Output, State, MATCH +from dash.exceptions import PreventUpdate +from dash_mp_components import CrystalToolkitScene +from pymatgen.analysis.graphs import MoleculeGraph, StructureGraph +from pymatgen.analysis.local_env import NearNeighbors +from pymatgen.core.composition import Composition +from pymatgen.core.periodic_table import DummySpecie +from pymatgen.core.structure import Molecule, Structure +from pymatgen.symmetry.analyzer import SpacegroupAnalyzer + +from crystal_toolkit.core.legend import Legend +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.core.scene import Scene +from crystal_toolkit.helpers.layouts import * +from crystal_toolkit.settings import SETTINGS + +try: + from typing import Literal +except ImportError: + from typing_extensions import Literal + +# TODO: make dangling bonds "stubs"? (fixed length) + +DEFAULTS = { + "color_scheme": "VESTA", + "bonding_strategy": "CrystalNN", + "radius_strategy": "uniform", + "draw_image_atoms": True, + "bonded_sites_outside_unit_cell": False, + "hide_incomplete_bonds": True, + "show_compass": True, + "unit_cell_choice": "input", +} + + +class StructureMoleculeComponent(MPComponent): + """ + A component to display pymatgen Structure, Molecule, StructureGraph + and MoleculeGraph objects. + """ + + available_bonding_strategies = { + subclass.__name__: subclass for subclass in NearNeighbors.__subclasses__() + } + + default_scene_settings = { + "extractAxis": True, + # For visual diff testing, we change the renderer + # to SVG since this WebGL support is more difficult + # in headless browsers / CI. + "renderer": "svg" if SETTINGS.TEST_MODE else "webgl", + "secondaryObjectView": False, + } + + # what to show for the title_layout if structure/molecule not loaded + default_title = "Crystal Toolkit" + + def __init__( + self, + struct_or_mol: Optional[ + Union[Structure, StructureGraph, Molecule, MoleculeGraph] + ] = None, + id: str = None, + scene_additions: Optional[Scene] = None, + bonding_strategy: str = DEFAULTS["bonding_strategy"], + bonding_strategy_kwargs: Optional[dict] = None, + color_scheme: str = DEFAULTS["color_scheme"], + color_scale: Optional[str] = None, + radius_strategy: str = DEFAULTS["radius_strategy"], + unit_cell_choice: str = DEFAULTS["unit_cell_choice"], + draw_image_atoms: bool = DEFAULTS["draw_image_atoms"], + bonded_sites_outside_unit_cell: bool = DEFAULTS[ + "bonded_sites_outside_unit_cell" + ], + hide_incomplete_bonds: bool = DEFAULTS["hide_incomplete_bonds"], + show_compass: bool = DEFAULTS["show_compass"], + scene_settings: Optional[Dict] = None, + **kwargs, + ): + """ + Create a StructureMoleculeComponent from a structure or molecule. + + :param struct_or_mol: input structure or molecule + :param id: canonical id + :param scene_additions: extra geometric elements to add to the 3D scene + :param bonding_strategy: bonding strategy from pymatgen NearNeighbors class + :param bonding_strategy_kwargs: options for the bonding strategy + :param color_scheme: color scheme, see Legend class + :param color_scale: color scale, see Legend class + :param radius_strategy: radius strategy, see Legend class + :param draw_image_atoms: whether to draw repeats of atoms on periodic images + :param bonded_sites_outside_unit_cell: whether to draw sites bonded outside the unit cell + :param hide_incomplete_bonds: whether to hide or show incomplete bonds + :param show_compass: whether to hide or show the compass + :param scene_settings: scene settings (lighting etc.) to pass to CrystalToolkitScene + :param kwargs: extra keyword arguments to pass to MPComponent + """ + + super().__init__(id=id, default_data=struct_or_mol, **kwargs) + + self.initial_scene_settings = self.default_scene_settings.copy() + if scene_settings: + self.initial_scene_settings.update(scene_settings) + + self.create_store("scene_settings", initial_data=self.initial_scene_settings) + + # unit cell choice and bonding algorithms need to come from a settings + # object (in a dcc.Store) guaranteed to be present in layout, rather + # than from the controls themselves -- since these are optional and + # may not be present in the layout + self.create_store( + "graph_generation_options", + initial_data={ + "bonding_strategy": bonding_strategy, + "bonding_strategy_kwargs": bonding_strategy_kwargs, + "unit_cell_choice": unit_cell_choice, + }, + ) + + self.create_store( + "display_options", + initial_data={ + "color_scheme": color_scheme, + "color_scale": color_scale, + "radius_strategy": radius_strategy, + "draw_image_atoms": draw_image_atoms, + "bonded_sites_outside_unit_cell": bonded_sites_outside_unit_cell, + "hide_incomplete_bonds": hide_incomplete_bonds, + "show_compass": show_compass, + }, + ) + + if scene_additions: + initial_scene_additions = Scene( + name="scene_additions", contents=scene_additions + ).to_json() + else: + initial_scene_additions = None + self.create_store("scene_additions", initial_data=initial_scene_additions) + + if struct_or_mol: + # graph is cached explicitly, this isn't necessary but is an + # optimization so that graph is only re-generated if bonding + # algorithm changes + struct_or_mol = self._preprocess_structure( + struct_or_mol, unit_cell_choice=unit_cell_choice + ) + graph = self._preprocess_input_to_graph( + struct_or_mol, + bonding_strategy=bonding_strategy, + bonding_strategy_kwargs=bonding_strategy_kwargs, + ) + scene, legend = self.get_scene_and_legend( + graph, + scene_additions=self.initial_data["scene_additions"], + **self.initial_data["display_options"], + ) + if hasattr(struct_or_mol, "lattice"): + self._lattice = struct_or_mol.lattice + else: + # component could be initialized without a structure, in which case + # an empty scene should be displayed + graph = None + scene, legend = self.get_scene_and_legend( + None, + scene_additions=self.initial_data["scene_additions"], + **self.initial_data["display_options"], + ) + + self.create_store("legend_data", initial_data=legend) + self.create_store("graph", initial_data=graph) + + # this is used by a CrystalToolkitScene component, not a dcc.Store + self._initial_data["scene"] = scene + + # hide axes inset for molecules + if isinstance(struct_or_mol, Molecule) or isinstance( + struct_or_mol, MoleculeGraph + ): + self.scene_kwargs = {"axisView": "HIDDEN"} + else: + self.scene_kwargs = {} + + def generate_callbacks(self, app, cache): + + # a lot of the verbosity in this callback is to support custom bonding + # this is not the format CutOffDictNN expects (since that is not JSON + # serializable), so we store as a list of tuples instead + # TODO: make CutOffDictNN args JSON serializable + app.clientside_callback( + """ + function (bonding_strategy, custom_cutoffs_rows, unit_cell_choice) { + + const bonding_strategy_kwargs = {} + if (bonding_strategy === 'CutOffDictNN') { + const cut_off_dict = [] + custom_cutoffs_rows.forEach(function(row) { + cut_off_dict.push([row['A'], row['B'], parseFloat(row['A—B'])]) + }) + bonding_strategy_kwargs.cut_off_dict = cut_off_dict + } + + return { + bonding_strategy: bonding_strategy, + bonding_strategy_kwargs: bonding_strategy_kwargs, + unit_cell_choice: unit_cell_choice + } + } + """, + Output(self.id("graph_generation_options"), "data"), + [ + Input(self.id("bonding_algorithm"), "value"), + Input(self.id("bonding_algorithm_custom_cutoffs"), "data"), + Input(self.id("unit-cell-choice"), "value"), + ], + ) + + app.clientside_callback( + """ + function (values, options) { + const visibility = {} + options.forEach(function (opt) { + visibility[opt.value] = Boolean(values.includes(opt.value)) + }) + return visibility + } + """, + Output(self.id("scene"), "toggleVisibility"), + [Input(self.id("hide-show"), "value")], + [State(self.id("hide-show"), "options")], + ) + + app.clientside_callback( + """ + function (colorScheme, radiusStrategy, drawOptions, displayOptions) { + + const newDisplayOptions = Object.assign({}, displayOptions); + newDisplayOptions.color_scheme = colorScheme + newDisplayOptions.radius_strategy = radiusStrategy + newDisplayOptions.draw_image_atoms = drawOptions.includes('draw_image_atoms') + newDisplayOptions.bonded_sites_outside_unit_cell = drawOptions.includes('bonded_sites_outside_unit_cell') + newDisplayOptions.hide_incomplete_bonds = drawOptions.includes('hide_incomplete_bonds') + + return newDisplayOptions + } + """, + Output(self.id("display_options"), "data"), + [ + Input(self.id("color-scheme"), "value"), + Input(self.id("radius_strategy"), "value"), + Input(self.id("draw_options"), "value"), + ], + [State(self.id("display_options"), "data")], + ) + + @app.callback( + Output(self.id("graph"), "data"), + [ + Input(self.id("graph_generation_options"), "data"), + Input(self.id(), "data"), + ], + [State(self.id("graph"), "data")], + ) + @cache.memoize() + def update_graph(graph_generation_options, struct_or_mol, current_graph): + + if not struct_or_mol: + raise PreventUpdate + + struct_or_mol = self.from_data(struct_or_mol) + current_graph = self.from_data(current_graph) + + bonding_strategy_kwargs = graph_generation_options[ + "bonding_strategy_kwargs" + ] + + # TODO: add additional check here? + unit_cell_choice = graph_generation_options["unit_cell_choice"] + struct_or_mol = self._preprocess_structure(struct_or_mol, unit_cell_choice) + + graph = self._preprocess_input_to_graph( + struct_or_mol, + bonding_strategy=graph_generation_options["bonding_strategy"], + bonding_strategy_kwargs=bonding_strategy_kwargs, + ) + + if ( + current_graph + and graph.structure == current_graph.structure + and graph == current_graph + ): + raise PreventUpdate + + return graph + + @app.callback( + Output(self.id("scene"), "data"), + [ + Input(self.id("graph"), "data"), + Input(self.id("display_options"), "data"), + Input(self.id("scene_additions"), "data"), + ], + ) + @cache.memoize() + def update_scene(graph, display_options, scene_additions): + if not graph or not display_options: + raise PreventUpdate + display_options = self.from_data(display_options) + graph = self.from_data(graph) + scene, legend = self.get_scene_and_legend( + graph, **display_options, scene_additions=scene_additions + ) + return scene + + @app.callback( + Output(self.id("legend_data"), "data"), + [ + Input(self.id("graph"), "data"), + Input(self.id("display_options"), "data"), + Input(self.id("scene_additions"), "data"), + ], + ) + @cache.memoize() + def update_legend_and_colors(graph, display_options, scene_additions): + if not graph or not display_options: + raise PreventUpdate + display_options = self.from_data(display_options) + graph = self.from_data(graph) + scene, legend = self.get_scene_and_legend( + graph, **display_options, scene_additions=scene_additions + ) + return legend + + @app.callback( + Output(self.id("color-scheme"), "options"), + [Input(self.id("legend_data"), "data")], + ) + def update_color_options(legend_data): + + # TODO: make client-side + color_options = [ + {"label": "Jmol", "value": "Jmol"}, + {"label": "VESTA", "value": "VESTA"}, + {"label": "Accessible", "value": "accessible"}, + ] + + if not legend_data: + return color_options + + for option in legend_data["available_color_schemes"]: + color_options += [ + {"label": f"Site property: {option}", "value": option} + ] + + return color_options + + # app.clientside_callback( + # """ + # function (legendData) { + # + # var colorOptions = [ + # {label: "Jmol", value: "Jmol"}, + # {label: "VESTA", value: "VESTA"}, + # {label: "Accessible", value: "accessible"}, + # ] + # + # + # + # return colorOptions + # } + # """, + # Output(self.id("color-scheme"), "options"), + # [Input(self.id("legend_data"), "data")] + # ) + + @app.callback( + Output(self.id("scene"), "imageRequest"), + [Input(self.id("screenshot_button"), "n_clicks")], + [State(self.id("scene"), "imageRequest"), State(self.id(), "data")], + ) + @cache.memoize() + def trigger_screenshot(n_clicks, current_requests, struct_or_mol): + if n_clicks is None: + raise PreventUpdate + struct_or_mol = self.from_data(struct_or_mol) + # TODO: this will break if store is structure/molecule graph ... + formula = struct_or_mol.composition.reduced_formula + if hasattr(struct_or_mol, "get_space_group_info"): + spgrp = struct_or_mol.get_space_group_info()[0] + else: + spgrp = "" + request_filename = "{}-{}-crystal-toolkit.png".format(formula, spgrp) + if not current_requests: + n_requests = 1 + else: + n_requests = current_requests["n_requests"] + 1 + return { + "n_requests": n_requests, + "filename": request_filename, + "fileType": "png", + } + + @app.callback( + Output(self.id("title_container"), "children"), + [Input(self.id("legend_data"), "data")], + ) + @cache.memoize() + def update_title(legend): + + if not legend: + raise PreventUpdate + + legend = self.from_data(legend) + + return self._make_title(legend) + + @app.callback( + Output(self.id("legend_container"), "children"), + [Input(self.id("legend_data"), "data")], + ) + @cache.memoize() + def update_legend(legend): + + if not legend: + raise PreventUpdate + + legend = self.from_data(legend) + + return self._make_legend(legend) + + @app.callback( + [ + Output(self.id("bonding_algorithm_custom_cutoffs"), "data"), + Output(self.id("bonding_algorithm_custom_cutoffs_container"), "style"), + ], + [Input(self.id("bonding_algorithm"), "value")], + [ + State(self.id("graph"), "data"), + State(self.id("bonding_algorithm_custom_cutoffs_container"), "style"), + ], + ) + @cache.memoize() + def update_custom_bond_options(bonding_algorithm, graph, current_style): + + if not graph: + raise PreventUpdate + + if bonding_algorithm == "CutOffDictNN": + style = {} + else: + style = {"display": "none"} + if style == current_style: + # no need to update rows if we're not showing them + raise PreventUpdate + + graph = self.from_data(graph) + rows = self._make_bonding_algorithm_custom_cuffoff_data(graph) + + return rows, style + + def _make_legend(self, legend): + + if not legend: + return html.Div(id=self.id("legend")) + + def get_font_color(hex_code): + # ensures contrasting font color for background color + c = tuple(int(hex_code[1:][i : i + 2], 16) for i in (0, 2, 4)) + if 1 - (c[0] * 0.299 + c[1] * 0.587 + c[2] * 0.114) / 255 < 0.5: + font_color = "#000000" + else: + font_color = "#ffffff" + return font_color + + try: + formula = Composition.from_dict(legend["composition"]).reduced_formula + except: + # TODO: fix legend for Dummy Specie compositions + formula = "Unknown" + + legend_colors = OrderedDict( + sorted(list(legend["colors"].items()), key=lambda x: formula.find(x[1])) + ) + + legend_elements = [ + Button( + html.Span( + name, className="icon", style={"color": get_font_color(color)} + ), + kind="static", + style={"backgroundColor": color}, + ) + for color, name in legend_colors.items() + ] + + return Field( + [Control(el, style={"marginRight": "0.2rem"}) for el in legend_elements], + id=self.id("legend"), + grouped=True, + ) + + def _make_title(self, legend): + + if not legend or (not legend.get("composition", None)): + return H2(self.default_title, id=self.id("title")) + + composition = legend["composition"] + if isinstance(composition, dict): + + try: + composition = Composition.from_dict(composition) + + # strip DummySpecie if present (TODO: should be method in pymatgen) + composition = Composition( + { + el: amt + for el, amt in composition.items() + if not isinstance(el, DummySpecie) + } + ) + composition = composition.get_reduced_composition_and_factor()[0] + formula = composition.reduced_formula + formula_parts = re.findall(r"[^\d_]+|\d+", formula) + formula_components = [ + html.Sub(part.strip()) + if part.isnumeric() + else html.Span(part.strip()) + for part in formula_parts + ] + except: + formula_components = list(map(str, composition.keys())) + + return H2( + formula_components, id=self.id("title"), style={"display": "inline-block"} + ) + + @staticmethod + def _make_bonding_algorithm_custom_cuffoff_data(graph): + if not graph: + return [{"A": None, "B": None, "A—B": None}] + struct_or_mol = StructureMoleculeComponent._get_struct_or_mol(graph) + # can't use type_of_specie because it doesn't work with disordered structures + species = set( + map( + str, + chain.from_iterable( + [list(c.keys()) for c in struct_or_mol.species_and_occu] + ), + ) + ) + rows = [ + {"A": combination[0], "B": combination[1], "A—B": 0} + for combination in combinations_with_replacement(species, 2) + ] + return rows + + @property + def _sub_layouts(self): + + struct_layout = html.Div( + CrystalToolkitScene( + id=self.id("scene"), + data=self.initial_data["scene"], + settings=self.initial_scene_settings, + sceneSize="100%", + **self.scene_kwargs, + ), + style={ + "width": "100%", + "height": "100%", + "overflow": "hidden", + "margin": "0 auto", + }, + ) + + screenshot_layout = html.Div( + [ + Button( + [Icon(kind="download"), html.Span(), "Download Image"], + kind="primary", + id=self.id("screenshot_button"), + ) + ], + # TODO: change to "bottom" when dropdown included + style={"verticalAlign": "top", "display": "inline-block"}, + ) + + title_layout = html.Div( + self._make_title(self._initial_data["legend_data"]), + id=self.id("title_container"), + ) + + legend_layout = html.Div( + self._make_legend(self._initial_data["legend_data"]), + id=self.id("legend_container"), + ) + + nn_mapping = { + "CrystalNN": "CrystalNN", + "Custom Bonds": "CutOffDictNN", + "Jmol Bonding": "JmolNN", + "Minimum Distance (10% tolerance)": "MinimumDistanceNN", + "O'Keeffe's Algorithm": "MinimumOKeeffeNN", + "Hoppe's ECoN Algorithm": "EconNN", + "Brunner's Reciprocal Algorithm": "BrunnerNN_reciprocal", + } + + bonding_algorithm = dcc.Dropdown( + options=[{"label": k, "value": v} for k, v in nn_mapping.items()], + value=self.initial_data["graph_generation_options"]["bonding_strategy"], + clearable=False, + id=self.id("bonding_algorithm"), + persistence=SETTINGS.PERSISTENCE, + persistence_type=SETTINGS.PERSISTENCE_TYPE, + ) + + bonding_algorithm_custom_cutoffs = html.Div( + [ + html.Br(), + dt.DataTable( + columns=[ + {"name": "A", "id": "A"}, + {"name": "B", "id": "B"}, + {"name": "A—B /Å", "id": "A—B"}, + ], + editable=True, + data=self._make_bonding_algorithm_custom_cuffoff_data( + self.initial_data.get("default") + ), + id=self.id("bonding_algorithm_custom_cutoffs"), + ), + html.Br(), + ], + id=self.id("bonding_algorithm_custom_cutoffs_container"), + style={"display": "none"}, + ) + + options_layout = Field( + [ + #  TODO: hide if molecule + html.Label("Change unit cell:", className="mpc-label"), + html.Div( + dcc.Dropdown( + options=[ + {"label": "Input cell", "value": "input"}, + {"label": "Primitive cell", "value": "primitive"}, + {"label": "Conventional cell", "value": "conventional"}, + { + "label": "Reduced cell (Niggli)", + "value": "reduced_niggli", + }, + {"label": "Reduced cell (LLL)", "value": "reduced_lll"}, + ], + value="input", + clearable=False, + id=self.id("unit-cell-choice"), + persistence=SETTINGS.PERSISTENCE, + persistence_type=SETTINGS.PERSISTENCE_TYPE, + ), + className="mpc-control", + ), + html.Div( + [ + html.Label("Change bonding algorithm: ", className="mpc-label"), + bonding_algorithm, + bonding_algorithm_custom_cutoffs, + ] + ), + html.Label("Change color scheme:", className="mpc-label"), + html.Div( + dcc.Dropdown( + options=[ + {"label": "VESTA", "value": "VESTA"}, + {"label": "Jmol", "value": "Jmol"}, + {"label": "Accessible", "value": "accessible"}, + ], + value=self.initial_data["display_options"]["color_scheme"], + clearable=False, + persistence=SETTINGS.PERSISTENCE, + persistence_type=SETTINGS.PERSISTENCE_TYPE, + id=self.id("color-scheme"), + ), + className="mpc-control", + ), + html.Label("Change atomic radii:", className="mpc-label"), + html.Div( + dcc.Dropdown( + options=[ + {"label": "Ionic", "value": "specified_or_average_ionic"}, + {"label": "Covalent", "value": "covalent"}, + {"label": "Van der Waals", "value": "van_der_waals"}, + { + "label": f"Uniform ({Legend.uniform_radius}Å)", + "value": "uniform", + }, + ], + value=self.initial_data["display_options"]["radius_strategy"], + clearable=False, + persistence=SETTINGS.PERSISTENCE, + persistence_type=SETTINGS.PERSISTENCE_TYPE, + id=self.id("radius_strategy"), + ), + className="mpc-control", + ), + html.Label("Draw options:", className="mpc-label"), + html.Div( + [ + dcc.Checklist( + options=[ + { + "label": "Draw repeats of atoms on periodic boundaries", + "value": "draw_image_atoms", + }, + { + "label": "Draw atoms outside unit cell bonded to " + "atoms within unit cell", + "value": "bonded_sites_outside_unit_cell", + }, + { + "label": "Hide bonds where destination atoms are not shown", + "value": "hide_incomplete_bonds", + }, + ], + value=[ + opt + for opt in ( + "draw_image_atoms", + "bonded_sites_outside_unit_cell", + "hide_incomplete_bonds", + ) + if self.initial_data["display_options"][opt] + ], + labelStyle={"display": "block"}, + inputClassName="mpc-radio", + id=self.id("draw_options"), + persistence=SETTINGS.PERSISTENCE, + persistence_type=SETTINGS.PERSISTENCE_TYPE, + ) + ] + ), + html.Label("Hide/show:", className="mpc-label"), + html.Div( + [ + dcc.Checklist( + options=[ + {"label": "Atoms", "value": "atoms"}, + {"label": "Bonds", "value": "bonds"}, + {"label": "Unit cell", "value": "unit_cell"}, + {"label": "Polyhedra", "value": "polyhedra"}, + {"label": "Axes", "value": "axes"}, + ], + value=["atoms", "bonds", "unit_cell", "polyhedra"], + labelStyle={"display": "block"}, + inputClassName="mpc-radio", + id=self.id("hide-show"), + persistence=SETTINGS.PERSISTENCE, + persistence_type=SETTINGS.PERSISTENCE_TYPE, + ) + ], + className="mpc-control", + ), + ] + ) + + return { + "struct": struct_layout, + "screenshot": screenshot_layout, + "options": options_layout, + "title": title_layout, + "legend": legend_layout, + } + + def layout(self, size: str = "500px") -> html.Div: + """ + :param size: a CSS string specifying width/height of Div + :return: A html.Div containing the 3D structure or molecule + """ + return html.Div( + self._sub_layouts["struct"], style={"width": size, "height": size} + ) + + @staticmethod + def _preprocess_structure( + struct_or_mol: Union[Structure, StructureGraph, Molecule, MoleculeGraph], + unit_cell_choice: Literal[ + "input", "primitive", "conventional", "reduced_niggli", "reduced_lll" + ] = "input", + ): + if isinstance(struct_or_mol, Structure): + if unit_cell_choice != "input": + if unit_cell_choice == "primitive": + struct_or_mol = struct_or_mol.get_primitive_structure() + elif unit_cell_choice == "conventional": + sga = SpacegroupAnalyzer(struct_or_mol) + struct_or_mol = sga.get_conventional_standard_structure() + elif unit_cell_choice == "reduced_niggli": + struct_or_mol = struct_or_mol.get_reduced_structure( + reduction_algo="niggli" + ) + elif unit_cell_choice == "reduced_lll": + struct_or_mol = struct_or_mol.get_reduced_structure( + reduction_algo="LLL" + ) + return struct_or_mol + + @staticmethod + def _preprocess_input_to_graph( + input: Union[Structure, StructureGraph, Molecule, MoleculeGraph], + bonding_strategy: str = DEFAULTS["bonding_strategy"], + bonding_strategy_kwargs: Optional[Dict] = None, + ) -> Union[StructureGraph, MoleculeGraph]: + + if isinstance(input, Structure): + + # ensure fractional co-ordinates are normalized to be in [0,1) + # (this is actually not guaranteed by Structure) + try: + input = input.as_dict(verbosity=0) + except TypeError: + # TODO: remove this, necessary for Slab(?), some structure subclasses don't have verbosity + input = input.as_dict() + for site in input["sites"]: + site["abc"] = np.mod(site["abc"], 1) + input = Structure.from_dict(input) + + if not input.is_ordered: + # calculating bonds in disordered structures is currently very flaky + bonding_strategy = "CutOffDictNN" + + # we assume most uses of this class will give a structure as an input argument, + # meaning we have to calculate the graph for bonding information, however if + # the graph is already known and supplied, we will use that + if isinstance(input, StructureGraph) or isinstance(input, MoleculeGraph): + graph = input + else: + if ( + bonding_strategy + not in StructureMoleculeComponent.available_bonding_strategies.keys() + ): + raise ValueError( + "Bonding strategy not supported. Please supply a name " + "of a NearNeighbor subclass, choose from: {}".format( + ", ".join( + StructureMoleculeComponent.available_bonding_strategies.keys() + ) + ) + ) + else: + bonding_strategy_kwargs = bonding_strategy_kwargs or {} + if bonding_strategy == "CutOffDictNN": + if "cut_off_dict" in bonding_strategy_kwargs: + # TODO: remove this hack by making args properly JSON serializable + bonding_strategy_kwargs["cut_off_dict"] = { + (x[0], x[1]): x[2] + for x in bonding_strategy_kwargs["cut_off_dict"] + } + bonding_strategy = StructureMoleculeComponent.available_bonding_strategies[ + bonding_strategy + ]( + **bonding_strategy_kwargs + ) + try: + with warnings.catch_warnings(): + warnings.simplefilter("ignore") + if isinstance(input, Structure): + graph = StructureGraph.with_local_env_strategy( + input, bonding_strategy + ) + else: + graph = MoleculeGraph.with_local_env_strategy( + input, bonding_strategy, reorder=False + ) + except: + # for some reason computing bonds failed, so let's not have any bonds(!) + if isinstance(input, Structure): + graph = StructureGraph.with_empty_graph(input) + else: + graph = MoleculeGraph.with_empty_graph(input) + + return graph + + @staticmethod + def _get_struct_or_mol( + graph: Union[StructureGraph, MoleculeGraph, Structure, Molecule] + ) -> Union[Structure, Molecule]: + if isinstance(graph, StructureGraph): + return graph.structure + elif isinstance(graph, MoleculeGraph): + return graph.molecule + elif isinstance(graph, Structure) or isinstance(graph, Molecule): + return graph + else: + raise ValueError + + @staticmethod + def get_scene_and_legend( + graph: Optional[Union[StructureGraph, MoleculeGraph]], + color_scheme=DEFAULTS["color_scheme"], + color_scale=None, + radius_strategy=DEFAULTS["radius_strategy"], + draw_image_atoms=DEFAULTS["draw_image_atoms"], + bonded_sites_outside_unit_cell=DEFAULTS["bonded_sites_outside_unit_cell"], + hide_incomplete_bonds=DEFAULTS["hide_incomplete_bonds"], + explicitly_calculate_polyhedra_hull=False, + scene_additions=None, + show_compass=DEFAULTS["show_compass"], + ) -> Tuple[Scene, Dict[str, str]]: + + scene = Scene(name="StructureMoleculeComponentScene") + + if graph is None: + return scene, {} + + struct_or_mol = StructureMoleculeComponent._get_struct_or_mol(graph) + + # TODO: add radius_scale + legend = Legend( + struct_or_mol, + color_scheme=color_scheme, + radius_scheme=radius_strategy, + cmap_range=color_scale, + ) + + if isinstance(graph, StructureGraph): + scene = graph.get_scene( + draw_image_atoms=draw_image_atoms, + bonded_sites_outside_unit_cell=bonded_sites_outside_unit_cell, + hide_incomplete_edges=hide_incomplete_bonds, + explicitly_calculate_polyhedra_hull=explicitly_calculate_polyhedra_hull, + legend=legend, + ) + elif isinstance(graph, MoleculeGraph): + scene = graph.get_scene(legend=legend) + + scene.name = "StructureMoleculeComponentScene" + + if hasattr(struct_or_mol, "lattice"): + axes = struct_or_mol.lattice._axes_from_lattice() + axes.visible = show_compass + scene.contents.append(axes) + + if scene_additions: + # TODO: need a Scene.from_json() to make this work + raise NotImplementedError + scene["contents"].append(scene_additions) + + return scene.to_json(), legend.get_legend() + + def screenshot_layout(self): + """ + :return: A layout including a button to trigger a screenshot download. + """ + return self._sub_layouts["screenshot"] + + def options_layout(self): + """ + :return: A layout including options to change the appearance, bonding, etc. + """ + return self._sub_layouts["options"] + + def title_layout(self): + """ + :return: A layout including the composition of the structure/molecule as a title. + """ + return self._sub_layouts["title"] + + def legend_layout(self): + """ + :return: A layout including a legend for the structure/molecule. + """ + return self._sub_layouts["legend"] diff --git a/build/lib/crystal_toolkit/components/submit_snl.py b/build/lib/crystal_toolkit/components/submit_snl.py new file mode 100644 index 00000000..cf30e535 --- /dev/null +++ b/build/lib/crystal_toolkit/components/submit_snl.py @@ -0,0 +1,209 @@ +from urllib import parse + +import requests +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate +from pymatgen.ext.matproj import MPRester +from pymatgen.core.structure import Structure +from pymatgen.util.provenance import StructureNL + +from crystal_toolkit import __version__ as ct_version +from crystal_toolkit.core.panelcomponent import PanelComponent +from crystal_toolkit.helpers.layouts import * + +# ask Donny Winston +MP_CLIENT_KEY = os.environ.get("MP_CLIENT_KEY") + + +class SubmitSNLPanel(PanelComponent): + """ + This component is designed solely for use in the Materials Project + infrastructure. It requires a component "url.search" in the app + layout to work, from which a token will be extracted, and also requires + a "SearchComponent_search_container" component. + """ + + def __init__(self, *args, url_id=None, **kwargs): + self.url_id = url_id + super().__init__(*args, **kwargs) + + @property + def title(self): + return "Submit to Materials Project" + + @property + def description(self): + return ( + "Help us complete our database by submitting your structure to " + "MPComplete where we will add your structure to our calculation queue." + ) + + def contents_layout(self) -> html.Div: + return html.Div( + [ + dcc.Input( + placeholder="Write a comment about your structure (optional)", + id=self.id("comments"), + className="input", + maxLength=140, + ), + html.Div(id=self.id("info")), + Button("Submit to Materials Project", id=self.id("submit")), + html.Br(), + html.Div(id=self.id("confirmation")), + ] + ) + + def generate_callbacks(self, app, cache): + + super().generate_callbacks(app, cache) + + def parse_token(url): + if not url: + return None + if url.startswith("?"): + url = url[1:] + token = dict(parse.parse_qsl(url)).get("token") + return token + + @cache.memoize(timeout=60 * 60 * 24) + def get_token_response(token): + + url = "https://materialsproject.org/rest/v2/snl/get_user_info" + payload = {"token": token, "client_key": MP_CLIENT_KEY} + + contents = requests.post(url, data=payload).json()["response"] + + return contents + + @app.callback( + [ + Output(self.id("panel"), "style"), + # for MP Crystal Toolkit app only, this is brittle(!) + Output("SearchComponent_search_container", "style"), + ], + [Input("url", "search")], + ) + def hide_panel_if_no_token(url): + + token = parse_token(url) + + if not token: + return {"display": "none"}, {} + else: + return {}, {} # {"display": "none"} + + @app.callback( + Output(self.id("info"), "children"), + [ + Input(self.id(), "data"), + Input(self.id("comments"), "value"), + Input(self.id("panel"), "open"), + Input("url", "search"), + ], + ) + def generate_description(structure, comments, panel_open, url): + + token = parse_token(url) + + if not token: + raise PreventUpdate + + contents = get_token_response(token) + + structure = self.from_data(structure) + if type(structure) != Structure: + raise PreventUpdate + + description = dcc.Markdown( + f""" +> **Structure to upload:** {structure.composition.reduced_formula} ({len(structure)} sites) +> **Name:** {contents['first_name']} {contents['last_name']} +> **Email:** {contents['email']} +> **Comment:** {comments} + +This information is stored so that we can give credit to you on the Materials +Project website and to say thank you for submitting the structure. +For more information, see the Materials Project +[privacy policy](https://materialsproject.org/terms). +""" + ) + + return html.Div([html.Br(), description, html.Br()]) + + @app.callback( + Output(self.id("confirmation"), "children"), + [Input(self.id("submit"), "n_clicks")], + [ + State(self.id(), "data"), + State(self.id("comments"), "value"), + State("url", "search"), + ], + ) + def submit_snl(n_clicks, structure, comments, url): + + if not n_clicks: + raise PreventUpdate + + token = parse_token(url) + if not token: + raise PreventUpdate + + structure = self.from_data(structure) + if type(structure) != Structure: + message = ( + f"Can only submit structures to Materials Project, " + f"not {type(structure)}" + ) + return MessageContainer(message, kind="warning") + + if not MP_CLIENT_KEY: + message = ( + f"Submission to MPComplete is currently disabled, " + f"please check back soon or contact @mkhorton." + ) + return MessageContainer(message, kind="warning") + + # check if structure already exists on MP + + with MPRester() as mpr: + mpids = mpr.find_structure(structure) + + if mpids: + message = ( + f"Similar structures are already available on " + f"the Materials Project, see: {', '.join(mpids)}" + ) + return MessageContainer(message, kind="warning") + + remarks = [ + f"Generated by Crystal Toolkit {ct_version} and " + f"submitted with MPComplete" + ] + if comments: + remarks.append(comments) + + contents = get_token_response(token) + + user_name = f"{contents['first_name']} {contents['last_name']}" + user_email = contents["email"] + user_api_key = contents["api_key"] + + snl = StructureNL( + structure, [{"name": user_name, "email": user_email}], remarks=remarks + ) + + with MPRester( + user_api_key, endpoint="https://www.materialsproject.org/rest/v1" + ) as mpr: + try: + submission_response = mpr.submit_snl(snl) + except Exception as exc: + return MessageContainer(str(exc), kind="warning") + + header = f"Structure submission status: {submission_response[0]['status']}" + message = submission_response[0]["details"] + + return MessageContainer( + [MessageHeader(header), MessageBody(message)], kind="info" + ) diff --git a/build/lib/crystal_toolkit/components/symmetry.py b/build/lib/crystal_toolkit/components/symmetry.py new file mode 100644 index 00000000..871a7827 --- /dev/null +++ b/build/lib/crystal_toolkit/components/symmetry.py @@ -0,0 +1,163 @@ +from fractions import Fraction + +import dash_html_components as html +import numpy as np +from dash import callback_context +from dash.dependencies import Input, Output +from pymatgen.core.structure import Structure +from pymatgen.symmetry.analyzer import SpacegroupAnalyzer +from pymatgen.util.string import unicodeify_spacegroup, unicodeify_species + +from crystal_toolkit.core.panelcomponent import PanelComponent +from crystal_toolkit.helpers.layouts import ( + H5, + Column, + Columns, + Loading, + get_data_list, + get_table, +) + + +class SymmetryPanel(PanelComponent): + @staticmethod + def pretty_frac_format(x): + x = x % 1 + fraction = Fraction(x).limit_denominator(8) + if np.allclose(x, 1): + x_str = "0" + elif not np.allclose(x, float(fraction)): + x = np.around(x, decimals=3) + x_str = f"{x:.3g}" + else: + x_str = str(fraction) + return x_str + + @property + def title(self): + return "Symmetry" + + @property + def description(self): + return "Analyze the symmetry of your crystal structure or molecule." + + def contents_layout(self): + + state = {"symprec": 0.01, "angle_tolerance": 5} + + symprec = self.get_numerical_input( + label="Symmetry-finding tolerance", + kwarg_label="symprec", + state=state, + help_str="Tolerance of distance between atomic positions and between lengths " + "of lattice vectors to be tolerated in the symmetry finding in Ångstroms. " + "The angle distortion between lattice vectors is converted to a length and " + "compared with this distance tolerance.", + shape=(), + min=0, + ) + angle_tolerance = self.get_numerical_input( + label="Angle tolerance", + kwarg_label="angle_tolerance", + state=state, + help_str="Explicit angle tolerance for symmetry finding in degrees. " + "Set to a negative value to disable.", + shape=(), + ) + + return html.Div( + [ + symprec, + angle_tolerance, + html.Br(), + html.Br(), + Loading(id=self.id("analysis")), + ] + ) + + def generate_callbacks(self, app, cache): + super().generate_callbacks(app, cache) + + @app.callback( + Output(self.id("analysis"), "children"), + [ + Input(self.id(), "data"), + Input(self.get_kwarg_id("symprec"), "value"), + Input(self.get_kwarg_id("angle_tolerance"), "value"), + ], + ) + def update_contents(data, symprec, angle_tolerance): + + if not data: + return html.Div() + + struct = self.from_data(data) + + if not isinstance(struct, Structure): + return html.Div( + "Can only analyze symmetry of crystal structures at present." + ) + + kwargs = self.reconstruct_kwargs_from_state(callback_context.inputs) + symprec = kwargs["symprec"] + angle_tolerance = kwargs["angle_tolerance"] + + if symprec <= 0: + return html.Span( + f"Please use a positive symmetry-finding tolerance (currently {symprec})." + ) + + sga = SpacegroupAnalyzer( + struct, symprec=symprec, angle_tolerance=angle_tolerance + ) + + try: + data = dict() + data["Crystal System"] = sga.get_crystal_system().title() + data["Lattice System"] = sga.get_lattice_type().title() + data["Hall Number"] = sga.get_hall() + data["International Number"] = sga.get_space_group_number() + data["Symbol"] = unicodeify_spacegroup(sga.get_space_group_symbol()) + data["Point Group"] = unicodeify_spacegroup( + sga.get_point_group_symbol() + ) + + sym_struct = sga.get_symmetrized_structure() + except Exception: + return html.Span( + f"Failed to calculate symmetry with this combination of " + f"symmetry-finding ({symprec}) and angle tolerances ({angle_tolerance})." + ) + + datalist = get_data_list(data) + + wyckoff_contents = [] + + wyckoff_data = sorted( + zip(sym_struct.wyckoff_symbols, sym_struct.equivalent_sites), + key=lambda x: "".join(filter(lambda w: w.isalpha(), x[0])), + ) + + for symbol, equiv_sites in wyckoff_data: + wyckoff_contents.append( + html.Label( + f"{symbol}, {unicodeify_species(equiv_sites[0].species_string)}", + className="mpc-label", + ) + ) + site_data = [ + ( + self.pretty_frac_format(site.frac_coords[0]), + self.pretty_frac_format(site.frac_coords[1]), + self.pretty_frac_format(site.frac_coords[2]), + ) + for site in equiv_sites + ] + wyckoff_contents.append(get_table(site_data)) + + return Columns( + [ + Column([H5("Overview"), datalist]), + Column([H5("Wyckoff Positions"), html.Div(wyckoff_contents)]), + ] + ) diff --git a/build/lib/crystal_toolkit/components/transformations/__init__.py b/build/lib/crystal_toolkit/components/transformations/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/build/lib/crystal_toolkit/components/transformations/autooxistatedecoration.py b/build/lib/crystal_toolkit/components/transformations/autooxistatedecoration.py new file mode 100644 index 00000000..644d8c17 --- /dev/null +++ b/build/lib/crystal_toolkit/components/transformations/autooxistatedecoration.py @@ -0,0 +1,71 @@ +from crystal_toolkit.components.transformations.core import TransformationComponent + +from pymatgen.transformations.standard_transformations import ( + AutoOxiStateDecorationTransformation, +) + + +class AutoOxiStateDecorationTransformationComponent(TransformationComponent): + @property + def title(self): + return "Detect likely oxidation states" + + @property + def description(self): + return """Annotate the crystal structure with likely oxidation states +using a bond valence approach. This transformation can fail if it cannot find +a satisfactory combination of oxidation states, and might be slow for large +structures. +""" + + @property + def transformation(self): + return AutoOxiStateDecorationTransformation + + def options_layouts(self, state=None, structure=None): + + state = state or { + "symm_tol": 0.1, + "max_radius": 4, + "max_permutations": 10000, + "distance_scale_factor": 1.015, + } + + symm_tol = self.get_numerical_input( + label="Symmetry tolerance", + kwarg_label="symm_tol", + state=state, + help_str="""Symmetry tolerance used to determine which sites are + symmetrically equivalent. Set to 0 to turn off symmetry.""", + shape=(), + ) + + max_radius = self.get_numerical_input( + label="Maximum radius /Å", + kwarg_label="max_radius", + state=state, + help_str="""Maximum radius in Ångstroms used to find nearest neighbors.""", + shape=(), + ) + + max_permutations = self.get_numerical_input( + label="Maximum number of permutations", + kwarg_label="max_permutations", + state=state, + help_str="""Maximum number of permutations of oxidation states to test.""", + shape=(), + ) + + distance_scale_factor = self.get_numerical_input( + label="Distance scale factor", + kwarg_label="distance_scale_factor", + state=state, + help_str="""A scale factor to be applied. This is + useful for scaling distances, esp in the case of + calculation-relaxed structures, which may tend to under (GGA) or + over bind (LDA). The default of 1.015 works for GGA. For + experimental structure, set this to 1.""", + shape=(), + ) + + return [symm_tol, max_radius, max_permutations, distance_scale_factor] diff --git a/build/lib/crystal_toolkit/components/transformations/core.py b/build/lib/crystal_toolkit/components/transformations/core.py new file mode 100644 index 00000000..228dc0e7 --- /dev/null +++ b/build/lib/crystal_toolkit/components/transformations/core.py @@ -0,0 +1,486 @@ +import traceback +import warnings +from ast import literal_eval +from collections import defaultdict +from json import JSONDecodeError, loads +from typing import Dict, List, Optional, Tuple, Union + +import dash +import dash_core_components as dcc +import dash_daq as daq +import dash_html_components as html +import dash_table as dt +import numpy as np +from dash.dependencies import ALL, Input, Output, State +from dash.exceptions import PreventUpdate + +from pymatgen.transformations.transformation_abc import AbstractTransformation + +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.helpers.layouts import ( + Column, + Columns, + MessageBody, + MessageContainer, + MessageHeader, + Reveal, + add_label_help, +) +from crystal_toolkit.settings import SETTINGS + +try: + from typing import Literal +except ImportError: + from typing_extensions import Literal + + +class TransformationComponent(MPComponent): + def __init__(self, input_structure_component_id: str, *args, **kwargs): + + if self.__class__.__name__ != f"{self.transformation.__name__}Component": + # sanity check, enforcing conventions + raise NameError( + f"Class has to be named corresponding to the underlying " + f"transformation name: {self.transformation.__name__}Component" + ) + + super().__init__( + *args, links={"input_structure": input_structure_component_id}, **kwargs + ) + + self.create_store( + "transformation_args_kwargs", initial_data={"args": [], "kwargs": {}} + ) + + @property + def is_one_to_many(self) -> bool: + """ + This should reflect the underlying transformation. + """ + # need to initialize transformation to access property, which isn't + # possible in all cases without necessary kwargs, which is why + # we duplicate the property here + return False + + @property + def _sub_layouts(self): + + enable = daq.BooleanSwitch( + id=self.id("enable_transformation"), + style={"display": "inline-block", "vertical-align": "middle"}, + ) + + message = html.Div(id=self.id("message")) + + description = dcc.Markdown(self.description) + + options = html.Div(self.options_layouts(), id=self.id("options")) + + preview = dcc.Loading(id=self.id("preview")) + + if self.is_one_to_many: + ranked_list = daq.NumericInput( + value=1, min=1, max=10, id=self.id("ranked_list") + ) + else: + # if not 1-to-many, we don't need the control, we keep + # an empty container here to make the callbacks simpler + # since "ranked_list" will then always be present in layout + ranked_list = html.Div(id=self.id("ranked_list")) + + return { + "options": options, + "description": description, + "enable": enable, + "message": message, + "preview": preview, + "ranked_list": ranked_list, + } + + def container_layout(self, state=None, structure=None) -> html.Div: + """ + :return: Layout defining transformation and its options. + """ + + container = MessageContainer( + [ + MessageHeader( + html.Div( + [ + self._sub_layouts["enable"], + html.Span( + self.title, + style={ + "vertical-align": "middle", + "margin-left": "1rem", + }, + ), + ] + ) + ), + MessageBody( + [ + Columns( + [ + Column( + [ + self._sub_layouts["description"], + html.Br(), + html.Div( + self.options_layouts( + state=state, structure=structure + ) + ), + html.Br(), + self._sub_layouts["message"], + ] + ) + ] + ) + ] + ), + ], + kind="dark", + id=self.id("container"), + ) + + return container + + def options_layouts(self, state=None, structure=None) -> List[html.Div]: + """ + Return a layout to change the transformation options (that is, + that controls the args and kwargs that will be passed to pymatgen). + + The "state" option is so that the controls can be populated appropriately + using existing args and kwargs, e.g. when restoring the control panel + from a previous state. + + :param state: existing state in format {"args": [], "kwargs": {}} + :return: + """ + return [html.Div()] + + @property + def transformation(self): + raise NotImplementedError + + @property + def title(self): + raise NotImplementedError + + @property + def description(self): + raise NotImplementedError + + def get_preview_layout(self, struct_in, struct_out): + """ + Override this method to give a layout that previews the transformation. + Has beneficial side effect of priming the transformation cache when + entire transformation pipeline is enabled. + + :param struct_in: input Structure + :param struct_out: transformed Structure + :return: + """ + return html.Div() + + def generate_callbacks(self, app, cache): + @cache.memoize() + def apply_transformation(transformation_data, struct): + + transformation = self.from_data(transformation_data) + error = None + + try: + struct = transformation.apply_transformation(struct) + except Exception as exc: + error_title = ( + f'Failed to apply "{transformation.__class__.__name__}" ' + f"transformation: {exc}" + ) + traceback_info = Reveal( + title=html.B("Traceback"), + children=[dcc.Markdown(traceback.format_exc())], + ) + error = [error_title, traceback_info] + + return struct, error + + if SETTINGS.TRANSFORMATION_PREVIEWS: + + # Transformation previews need to be included in layout too (see preview sublayout) + # Transformation previews need a full transformation pipeline replica (I/O heavy) + # Might abandon. + warnings.warn("Transformation previews under active development.") + + @app.callback( + Output(self.id("preview"), "children"), + [Input(self.id(), "data"), Input(self.id("input_structure"), "data")], + ) + def update_preview(transformation_data, input_structure): + if (not transformation_data) or (not input_structure): + return html.Div() + input_structure = self.from_data(input_structure) + output_structure, error = apply_transformation( + transformation_data, input_structure + ) + if len(output_structure) > 64: + warning = html.Span( + f"The transformed crystal structure has {len(output_structure)} atoms " + f"and might take a moment to display." + ) + return self.get_preview_layout(input_structure, output_structure) + + @app.callback( + [ + Output(self.id(), "data"), + Output(self.id("container"), "className"), + Output(self.id("message"), "children"), + Output(self.get_all_kwargs_id(), "disabled"), + ], + [Input(self.id("enable_transformation"), "on")], + [State(self.get_all_kwargs_id(), "value")], + ) + @cache.memoize( + timeout=60 * 60 * 24, + make_name=lambda x: f"{self.__class__.__name__}_{x}_cached", + ) + def update_transformation(enabled, states): + + # TODO: move callback inside AllTransformationsComponent for efficiency? + + kwargs = self.reconstruct_kwargs_from_state(dash.callback_context.states) + + if not enabled: + input_state = (False,) * len(states) + return None, "message is-dark", html.Div(), input_state + else: + input_state = (True,) * len(states) + + try: + trans = self.transformation(**kwargs) + error = None + except Exception as exception: + trans = None + error = str(exception) + + if error: + + return ( + trans, + "message is-warning", + html.Strong(f"Error: {error}"), + input_state, + ) + + else: + + return trans, "message is-success", html.Div(), input_state + + +class AllTransformationsComponent(MPComponent): + def __init__( + self, + transformations: Optional[List[str]] = None, + input_structure_component: Optional[MPComponent] = None, + *args, + **kwargs, + ): + + subclasses = TransformationComponent.__subclasses__() + subclass_names = [s.__name__ for s in subclasses] + + transformations = transformations or subclass_names + + for name in transformations: + if name not in subclass_names: + warnings.warn( + f'Unknown transformation "{name}", choose from: {", ".join(subclass_names)}' + ) + + transformations = [t for t in subclasses if t.__name__ in transformations] + + super().__init__(*args, **kwargs) + + if input_structure_component: + self.links["input_structure"] = input_structure_component.id() + self.create_store("input_structure") + + transformations = [ + t(input_structure_component_id=self.id("input_structure")) + for t in transformations + ] + self.transformations = {t.__class__.__name__: t for t in transformations} + + @property + def _sub_layouts(self): + layouts = super()._sub_layouts + + all_transformations = html.Div( + [ + transformation.container_layout() + for name, transformation in self.transformations.items() + ] + ) + + choices = dcc.Dropdown( + options=[ + {"label": transformation.title, "value": name} + for name, transformation in self.transformations.items() + ], + multi=True, + value=[], + placeholder="Select one or more transformations...", + id=self.id("choices"), + style={"max-width": "65vmin"}, + persistence=True, + ) + + layouts.update({"all_transformations": all_transformations, "choices": choices}) + + return layouts + + def layout(self): + + return html.Div( + [ + html.Div( + "Transform your crystal structure using the power of pymatgen.", + className="mpc-panel-description", + ), + self._sub_layouts["choices"], + html.Br(), + html.Div(id=self.id("error")), + html.Div(id=self.id("transformation_options")), + ] + ) + + def generate_callbacks(self, app, cache): + @cache.memoize() + def apply_transformation(transformation_data, struct): + + transformation = self.from_data(transformation_data) + error = None + + try: + if not isinstance(transformation, AbstractTransformation): + raise ValueError( + f"Can't run transformation: {transformation} is {type(transformation)}" + ) + + struct = transformation.apply_transformation(struct) + except Exception as exc: + error_title = ( + f'Failed to apply "{transformation.__class__.__name__}" ' + f"transformation: {exc}" + ) + traceback_info = Reveal( + title=html.B("Traceback"), + children=[dcc.Markdown(traceback.format_exc())], + ) + error = [error_title, traceback_info] + + return struct, error + + @app.callback( + Output(self.id("transformation_options"), "children"), + [ + Input(self.id("choices"), "value"), + Input(self.id("input_structure"), "data"), + ], + [State(t.id(), "data") for t in self.transformations.values()], + ) + def show_transformation_options(values, structure, *args): + + values = values or [] + + structure = self.from_data(structure) + + transformation_options = html.Div( + [ + self.transformations[name].container_layout( + state=state, structure=structure + ) + for name, state in zip(values, args) + ] + ) + + return [transformation_options] + + @app.callback( + [Output(self.id(), "data"), Output(self.id("error"), "children")], + [Input(t.id(), "data") for t in self.transformations.values()] + + [ + Input(self.id("input_structure"), "data"), + Input(self.id("choices"), "value"), + ], + ) + def run_transformations(*args): + + # do not update if we don't have a Structure to transform + if not args[-2]: + raise PreventUpdate + + user_visible_transformations = args[-1] + struct = self.from_data(args[-2]) + + errors = [] + + transformations = [] + for transformation in args[:-2]: + if transformation: + transformations.append(transformation) + + if not transformations: + return struct, html.Div() + + for transformation_data in transformations: + + # following our naming convention, only apply transformations + # that are user visible + # TODO: this should be changed + if ( + f"{transformation_data['@class']}Component" + in user_visible_transformations + ): + + struct, error = apply_transformation(transformation_data, struct) + + if error: + errors += error + + if not errors: + error_msg = html.Div() + else: + errors = [ + dcc.Markdown( + "Crystal Toolkit encountered an error when trying to " + "applying your chosen transformations. This is usually " + "because either the input crystal structure is not " + "suitable for the transformation, or the choice of " + "transformation settings is not appropriate. Consult " + "the pymatgen documentation for more information. \n" + "" + "If you think this is a bug please report it. \n" + "" + ) + ] + errors + error_msg = html.Div( + [ + MessageContainer( + [ + MessageHeader("Error applying transformations"), + MessageBody(errors), + ], + kind="danger", + ), + html.Br(), + ] + ) + + return struct, error_msg + + # callback to take all transformations + # and also state of which transformations are user-visible (+ their order) + # apply them one by one with kwargs + # external error callback(?) for each transformation, have ext error + combine with trans error diff --git a/build/lib/crystal_toolkit/components/transformations/cubic.py b/build/lib/crystal_toolkit/components/transformations/cubic.py new file mode 100644 index 00000000..d8b0e3a1 --- /dev/null +++ b/build/lib/crystal_toolkit/components/transformations/cubic.py @@ -0,0 +1,72 @@ +from crystal_toolkit.components.transformations.core import TransformationComponent + +from pymatgen.transformations.advanced_transformations import ( + CubicSupercellTransformation, +) + + +class CubicSupercellTransformationComponent(TransformationComponent): + @property + def title(self): + return "Make nearly cubic supercell" + + @property + def description(self): + return """A transformation that aims to generate a nearly cubic supercell structure +from a structure. + +The algorithm solves for a transformation matrix that makes the supercell +cubic. The matrix must have integer entries, so entries are rounded in such +a way that forces the matrix to be nonsingular. From the supercell +resulting from this transformation matrix, vector projections are used to +determine the side length of the largest cube that can fit inside the +supercell. The algorithm will iteratively increase the size of the supercell +until the largest inscribed cube's side length is at least the minimum length +and the number of atoms in the supercell falls in the range specified. + """ + + @property + def transformation(self): + return CubicSupercellTransformation + + def options_layouts(self, state=None, structure=None): + + state = state or { + "max_atoms": 100, + "min_atoms": len(structure) if structure else 50, + "min_length": 10, + "force_diagonal": False, + } + + max_atoms = self.get_numerical_input( + label="Maximum number of atoms", + kwarg_label="max_atoms", + state=state, + help_str="""Maximum number of atoms allowed in the supercell.""", + shape=(), + ) + + min_atoms = self.get_numerical_input( + label="Minimum number of atoms", + kwarg_label="min_atoms", + state=state, + help_str="""Minimum number of atoms allowed in the supercell.""", + shape=(), + ) + + min_length = self.get_numerical_input( + label="Minimum length /Å", + kwarg_label="min_length", + state=state, + help_str="""Minimum length of the smallest supercell lattice vector.""", + shape=(), + ) + + force_diagonal = self.get_bool_input( + label="Force diagonal", + kwarg_label="force_diagonal", + state=state, + help_str="""If enabled, return a transformation with a diagonal transformation matrix.""", + ) + + return [max_atoms, min_atoms, min_length, force_diagonal] diff --git a/build/lib/crystal_toolkit/components/transformations/grainboundary.py b/build/lib/crystal_toolkit/components/transformations/grainboundary.py new file mode 100644 index 00000000..19507976 --- /dev/null +++ b/build/lib/crystal_toolkit/components/transformations/grainboundary.py @@ -0,0 +1,305 @@ +import dash +import dash_core_components as dcc +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate +from pymatgen.symmetry.analyzer import SpacegroupAnalyzer +from pymatgen.transformations.advanced_transformations import ( + GrainBoundaryGenerator, + GrainBoundaryTransformation, +) + +from crystal_toolkit.components.transformations.core import TransformationComponent +from crystal_toolkit.helpers.layouts import add_label_help + + +class GrainBoundaryTransformationComponent(TransformationComponent): + @property + def title(self): + return "Make a grain boundary" + + @property + def description(self): + return """Create a grain boundary within a periodic supercell. This transformation +requires sensible inputs, and will be slow to run in certain cases. + +When using this transformation a new site property is added which can be used +to colour-code the top and bottom grains.""" + + @property + def transformation(self): + return GrainBoundaryTransformation + + def options_layouts(self, state=None, structure=None): + + state = state or { + "rotation_axis": [0, 0, 1], + "rotation_angle": None, + "expand_times": 2, + "vacuum_thickness": 0, + "ab_shift": [0, 0], + "normal": False, + "ratio": None, + "plane": None, + "max_search": 20, + "tol_coi": 1e-8, + "rm_ratio": 0.7, + "quick_gen": False, + } + + rotation_axis = self.get_numerical_input( + label="Rotation axis", + kwarg_label="rotation_axis", + state=state, + help_str="""Maximum number of atoms allowed in the supercell.""", + shape=(3,), + ) + + rotation_angle = self.get_choice_input( + label="Rotation angle", + kwarg_label="rotation_angle", + state=state, + help_str="""Rotation angle to generate grain boundary. Options determined by + your choice of Σ.""", + ) + + # sigma isn't a direct input into the transformation, but has + # to be calculated from the rotation_axis and structure + _, sigma_options, _ = self._get_sigmas_options_and_ratio( + structure, state.get("rotation_axis") + ) + sigma = dcc.Dropdown( + id=self.id("sigma"), + style={"width": "5rem"}, + options=sigma_options, + value=sigma_options[0]["value"] if sigma_options else None, + ) + sigma = add_label_help( + sigma, + "Sigma", + "The unit cell volume of the coincidence site lattice relative to " + "input unit cell is denoted by sigma.", + ) + + expand_times = self.get_numerical_input( + label="Expand times", + kwarg_label="expand_times", + state=state, + help_str="""The multiple number of times to expand one unit grain into a larger grain. This is + useful to avoid self-interaction issues when using the grain boundary as an input to further simulations.""", + is_int=True, + shape=(), + min=1, + max=6, + ) + + vacuum_thickness = self.get_numerical_input( + label="Vacuum thickness /Å", + kwarg_label="vacuum_thickness", + state=state, + help_str="""The thickness of vacuum that you want to insert between the two grains.""", + shape=(), + ) + + ab_shift = self.get_numerical_input( + label="In-plane shift", + kwarg_label="ab_shift", + state=state, + help_str="""In-plane shift of the two grains given in units of the **a** + and **b** vectors of the grain boundary.""", + shape=(2,), + ) + + normal = self.get_bool_input( + label="Set normal direction", + kwarg_label="normal", + state=state, + help_str="Enable to require the **c** axis of the top grain to be perpendicular to the surface.", + ) + + plane = self.get_numerical_input( + label="Grain boundary plane", + kwarg_label="plane", + state=state, + help_str="""Grain boundary plane in the form of a list of integers. + If not set, grain boundary will be a twist grain boundary. + The plane will be perpendicular to the rotation axis.""", + shape=(3,), + ) + + tol_coi = self.get_numerical_input( + label="Coincidence Site Tolerance", + kwarg_label="tol_coi", + state=state, + help_str="""Tolerance to find the coincidence sites. To check the number of coincidence + sites are correct or not, you can compare the generated grain boundary's sigma with + expected number.""", + shape=(), + ) + + rm_ratio = self.get_numerical_input( + label="Site Merging Tolerance", + kwarg_label="rm_ratio", + state=state, + help_str="""The criteria to remove the atoms which are too close with each other relative to + the bond length in the bulk system.""", + shape=(), + ) + + return [ + rotation_axis, + sigma, + rotation_angle, + expand_times, + vacuum_thickness, + ab_shift, + normal, + plane, + tol_coi, + rm_ratio, + ] + + @staticmethod + def _get_sigmas_options_and_ratio(structure, rotation_axis): + + rotation_axis = [int(i) for i in rotation_axis] + + lat_type = ( + "c" # assume cubic if no structure specified, just to set initial choices + ) + ratio = None + if structure: + sga = SpacegroupAnalyzer(structure) + lat_type = sga.get_lattice_type()[0] # this should be fixed in pymatgen + try: + ratio = GrainBoundaryGenerator(structure).get_ratio() + except Exception: + ratio = None + + cutoff = 10 + + if lat_type.lower() == "c": + sigmas = GrainBoundaryGenerator.enum_sigma_cubic( + cutoff=cutoff, r_axis=rotation_axis + ) + elif lat_type.lower() == "t": + sigmas = GrainBoundaryGenerator.enum_sigma_tet( + cutoff=cutoff, r_axis=rotation_axis, c2_a2_ratio=ratio + ) + elif lat_type.lower() == "o": + sigmas = GrainBoundaryGenerator.enum_sigma_ort( + cutoff=cutoff, r_axis=rotation_axis, c2_b2_a2_ratio=ratio + ) + elif lat_type.lower() == "h": + sigmas = GrainBoundaryGenerator.enum_sigma_hex( + cutoff=cutoff, r_axis=rotation_axis, c2_a2_ratio=ratio + ) + elif lat_type.lower() == "r": + sigmas = GrainBoundaryGenerator.enum_sigma_rho( + cutoff=cutoff, r_axis=rotation_axis, ratio_alpha=ratio + ) + else: + return [], None + + options = [] + subscript_unicode_map = { + 0: "₀", + 1: "₁", + 2: "₂", + 3: "₃", + 4: "₄", + 5: "₅", + 6: "₆", + 7: "₇", + 8: "₈", + 9: "₉", + } + for sigma in sorted(sigmas.keys()): + sigma_label = "Σ{}".format(sigma) + for k, v in subscript_unicode_map.items(): + sigma_label = sigma_label.replace(str(k), v) + options.append({"label": sigma_label, "value": sigma}) + + return sigmas, options, ratio + + def generate_callbacks(self, app, cache): + + super().generate_callbacks(app, cache) + + @app.callback( + Output(self.id("sigma"), "options"), + [Input(self.get_kwarg_id("rotation_axis"), "value")], + [State(self.id("input_structure"), "data")], + ) + def update_sigma_options(rotation_axis, structure): + + rotation_axis = self.reconstruct_kwarg_from_state( + dash.callback_context.inputs, "rotation_axis" + ) + if (rotation_axis is None) or (not structure): + raise PreventUpdate + structure = self.from_data(structure) + + _, sigma_options, _ = self._get_sigmas_options_and_ratio( + structure=structure, rotation_axis=rotation_axis + ) + + # TODO: add some sort of error handling here when sigmas is empty + + return sigma_options + + @app.callback( + Output(self.id("rotation_angle", is_kwarg=True), "options"), + [ + Input(self.id("sigma"), "value"), + Input(self.get_kwarg_id("rotation_axis"), "value"), + ], + [State(self.id("input_structure"), "data")], + ) + def update_rotation_angle_options(sigma, rotation_axis, structure): + + if not sigma: + raise PreventUpdate + + rotation_axis = self.reconstruct_kwarg_from_state( + dash.callback_context.inputs, "rotation_axis" + ) + + if (rotation_axis is None) or (not structure): + raise PreventUpdate + structure = self.from_data(structure) + + sigmas, _, _ = self._get_sigmas_options_and_ratio( + structure=structure, rotation_axis=rotation_axis + ) + + rotation_angles = sigmas[sigma] + options = [] + for rotation_angle in sorted(rotation_angles): + options.append( + {"label": "{:.2f}º".format(rotation_angle), "value": rotation_angle} + ) + + return options + + # TODO: make client-side callback + @app.callback( + [Output(self.id("sigma"), "value"), Output(self.id("sigma"), "disabled")], + [ + Input(self.id("sigma"), "options"), + Input(self.id("enable_transformation"), "on"), + ], + ) + def update_default_value(options, enabled): + if options is None: + raise PreventUpdate + return options[0]["value"], enabled + + # TODO: make client-side callback, or just combine all callbacks here + @app.callback( + Output(self.id("rotation_angle", is_kwarg=True), "value"), + [Input(self.id("rotation_angle", is_kwarg=True), "options")], + ) + def update_default_value(options): + if options is None: + raise PreventUpdate + return options[0]["value"] diff --git a/build/lib/crystal_toolkit/components/transformations/rattle.py b/build/lib/crystal_toolkit/components/transformations/rattle.py new file mode 100644 index 00000000..5f82554a --- /dev/null +++ b/build/lib/crystal_toolkit/components/transformations/rattle.py @@ -0,0 +1,71 @@ +from crystal_toolkit.components.transformations.core import TransformationComponent + +from pymatgen.transformations.advanced_transformations import ( + MonteCarloRattleTransformation, +) + + +class MonteCarloRattleTransformationComponent(TransformationComponent): + @property + def title(self): + return "Rattle a supercell" + + @property + def description(self): + return """Uses a Monte Carlo rattle procedure to randomly perturb the sites in a + structure using the [hiPhive](https://hiphive.materialsmodeling.org) code. + +Rattling atom \` i \` is carried out as a Monte Carlo move that is accepted with +a probability determined from the minimum interatomic distance +\` d\_{ij} \`. If \` \\\\min(d\_{ij}) \` is smaller than \` d\_{min} \` +the move is only accepted with a low probability. + +This process is repeated for each atom a number of times meaning +the magnitude of the final displacements is not *directly* +connected to the rattle amplitude. +""" + + @property + def transformation(self): + return MonteCarloRattleTransformation + + def options_layouts(self, state=None, structure=None): + + state = state or { + "rattle_std": 0.2, + "min_distance": 0.1, + "seed": None, + } + + rattle_std = self.get_numerical_input( + label="Rattle amplitude", + kwarg_label="rattle_std", + state=state, + help_str="""Rattle amplitude (standard deviation in normal distribution). +Note: this value is not *directly* connected to the +final average displacement for the structures""", + shape=(), + ) + + min_distance = self.get_numerical_input( + label="Minimum distance /Å", + kwarg_label="min_distance", + state=state, + help_str="""Interatomic distance used for computing the probability +for each rattle move.""", + shape=(), + ) + + seed = self.get_numerical_input( + label="Random seed", + kwarg_label="seed", + state=state, + help_str="""Seed for setting up NumPy random state from which random numbers +are generated. If not set, a random seed will be generated +(default). This option allows the output of this transformation +to be deterministic.""", + shape=(), + is_int=True, + ) + + return [rattle_std, min_distance, seed] diff --git a/build/lib/crystal_toolkit/components/transformations/slab.py b/build/lib/crystal_toolkit/components/transformations/slab.py new file mode 100644 index 00000000..729428b4 --- /dev/null +++ b/build/lib/crystal_toolkit/components/transformations/slab.py @@ -0,0 +1,130 @@ +import dash_core_components as dcc +import dash_html_components as html + +from dash.dependencies import Input, Output, State + +from crystal_toolkit.helpers.layouts import Label +from crystal_toolkit.components.transformations.core import TransformationComponent + +from pymatgen.transformations.advanced_transformations import SlabTransformation + + +class SlabTransformationComponent(TransformationComponent): + @property + def title(self): + return "Make a slab" + + @property + def description(self): + return """Create a slab from a structure, where a "slab" is a crystal +surface that is still periodic in all three dimensions but has a large artificial +vacuum inserted so that the properties of the crystal surface can be studied. +""" + + @property + def transformation(self): + return SlabTransformation + + def options_layouts(self, state=None, structure=None): + + state = state or { + "miller_index": (0, 0, 1), + "min_slab_size": 4, + "min_vacuum_size": 10, + "lll_reduce": True, + "center_slab": True, + "in_unit_planes": False, + "primitive": True, + "max_normal_search": None, + "shift": 0, + "tol": 0.1, + } + + miller_index = self.get_numerical_input( + label="Miller index", + kwarg_label="miller_index", + state=state, + help_str="The surface plane defined by its Miller index (h, k, l)", + shape=(3,), + ) + + min_slab_size = self.get_numerical_input( + label="Minimum slab size /Å", + kwarg_label="min_slab_size", + state=state, + help_str="Minimum slab size in Ångstroms (or number of planes of atoms if " + '"Use plane units" enabled)', + shape=(3,), + ) + + min_vacuum_size = self.get_numerical_input( + label="Minimum vacuum size /Å", + kwarg_label="min_vacuum_size", + state=state, + help_str="Minimum vacuum size in Ångstroms (or number of planes of atoms if " + '"Use plane units" enabled)', + shape=(), + ) + + lll_reduce = self.get_bool_input( + label="Enable LLL reduction", + kwarg_label="lll_reduce", + state=state, + help_str="Whether or not to apply an LLL lattice reduction", + ) + + in_unit_planes = self.get_bool_input( + label="Use Plane Units", + kwarg_label="in_unit_planes", + state=state, + help_str="Change units of vacuum size and slab size to be in terms of " + "number of planes of atoms instead of Ångstroms.", + ) + + primitive = self.get_bool_input( + label="Make primitive", + kwarg_label="primitive", + state=state, + help_str="Reduce the slab to most primitive cell.", + ) + + max_normal_search = self.get_numerical_input( + "max_normal_search", + state=state, + label="Maximum normal search index", + help_str="Maximum index to include in linear combinations of indices " + "to find **c** lattice vector orthogonal to slab surface.", + is_int=True, + ) + + shift = self.get_numerical_input( + label="Shift /Å", + kwarg_label="shift", + state=state, + help_str="Shift to change termination.", + shape=(), + ) + + tol = self.get_numerical_input( + label="Tolerance", + kwarg_label="tol", + state=state, + help_str="Tolerance to find primitive cell.", + shape=(), + ) + + options = html.Div( + [ + miller_index, + min_slab_size, + min_vacuum_size, + lll_reduce, + in_unit_planes, + primitive, + max_normal_search, + shift, + tol, + ] + ) + + return options diff --git a/build/lib/crystal_toolkit/components/transformations/substitution.py b/build/lib/crystal_toolkit/components/transformations/substitution.py new file mode 100644 index 00000000..6fbc5697 --- /dev/null +++ b/build/lib/crystal_toolkit/components/transformations/substitution.py @@ -0,0 +1,83 @@ +import dash_core_components as dcc +import dash_html_components as html +import dash_table as dt + +from dash.dependencies import Input, Output, State + +from crystal_toolkit.helpers.layouts import Label +from crystal_toolkit.components.transformations.core import TransformationComponent + +from pymatgen.core.periodic_table import Specie, Element +from pymatgen.core.structure import Structure +from pymatgen.transformations.standard_transformations import SubstitutionTransformation + +from ast import literal_eval + + +class SubstitutionTransformationComponent(TransformationComponent): + @property + def title(self): + return "Substitute one species for another" + + @property + def description(self): + return """Replace one species in your structure (\"Previous Species\") +with another species (\"New Species\"). The new species can be specified as an +element (for example, O), as an element with an oxidation state (for example, O2-) +or as a composition (for example, {"Au":0.5, "Cu":0.5} for a 50/50 mixture of gold +and copper). Please consult the pymatgen documentation for more information. +""" + + @property + def transformation(self): + return SubstitutionTransformation + + def options_layouts(self, state=None, structure=None): + + if structure and structure.is_ordered: + species_mapping = { + el: None for el in [str(el) for el in structure.types_of_specie] + } + else: + species_mapping = None + + state = state or {"species_mapping": species_mapping} + + species_mapping = self.get_dict_input( + label="Species Mapping", + kwarg_label="species_mapping", + state=state, + help_str="A mapping from an original species (element or element with oxidation state, e.g. O or O2-) " + "to a new species (element, element with oxidation state, or a composition, e.g. O or O2- or " + '{"Au": 0.5, "Cu": 0.5}). In pymatgen, these are Element, Specie and Composition classes ' + "respectively.", + key_name="Original Species", + value_name="New Species", + ) + + return [species_mapping] + + def generate_callbacks(self, app, cache): + super().generate_callbacks(app, cache) + # + # @app.callback( + # Output(self.id("transformation_args_kwargs"), "data"), + # [Input(self.id("species_mapping"), "data")], + # ) + # def update_transformation_kwargs(rows): + # def get_el_occu(string): + # try: + # el_occu = literal_eval(string) + # except ValueError: + # el_occu = string + # return el_occu + # + # species_map = { + # get_el_occu(row["prev"]): get_el_occu(row["new"]) + # for row in rows + # if (row["prev"] and row["new"]) + # } + # + # print(species_map) + # + # return {"args": [species_map], "kwargs": {}} diff --git a/build/lib/crystal_toolkit/components/transformations/supercell.py b/build/lib/crystal_toolkit/components/transformations/supercell.py new file mode 100644 index 00000000..70995d82 --- /dev/null +++ b/build/lib/crystal_toolkit/components/transformations/supercell.py @@ -0,0 +1,64 @@ +import dash_core_components as dcc +import dash_html_components as html + +from dash.dependencies import Input, Output, State + +from crystal_toolkit.helpers.layouts import Label +from crystal_toolkit.components.transformations.core import TransformationComponent +from dash_mp_components import CrystalToolkitScene + +from crystal_toolkit.core.scene import Scene + +from pymatgen.transformations.standard_transformations import SupercellTransformation + + +class SupercellTransformationComponent(TransformationComponent): + @property + def title(self): + return "Make a supercell" + + @property + def description(self): + return """Create a supercell by providing a scaling matrix that transforms +input lattice vectors a, b and c into transformed lattice vectors a', b' and c'. + + +For example, to create a supercell with lattice vectors a'=2a, b'=2b, c'=2c enter a +scaling matrix [[2, 0, 0], [0, 2, 0], [0, 0, 2]] or to create a supercell with +lattice vectors a' = 2a+b, b' = 3b and c' = c enter a scaling matrix +[[2, 1, 0], [0, 3, 0], [0, 0, 1]]. All elements of the scaling matrix must be +integers.""" + + @property + def transformation(self): + return SupercellTransformation + + def options_layouts(self, state=None, structure=None): + + state = state or {"scaling_matrix": ((1, 0, 0), (0, 1, 0), (0, 0, 1))} + + options = self.get_numerical_input( + label="Scaling matrix", + kwarg_label="scaling_matrix", + state=state, + help_str="""Scaling matrix that transforms + input lattice vectors a, b and c into transformed lattice vectors a', b' and c'.""", + shape=(3, 3), + ) + + return [options] + + def get_preview_layout(self, struct_in, struct_out): + + if struct_in.lattice == struct_out.lattice: + return html.Div() + + lattice_in = struct_in.lattice.get_scene() + lattice_out = struct_out.lattice.get_scene(color="red") + + scene = Scene("lattices", contents=[lattice_in, lattice_out]) + + return html.Div( + [CrystalToolkitScene(data=scene.to_json())], + style={"width": "100px", "height": "100px"}, + ) diff --git a/build/lib/crystal_toolkit/components/upload.py b/build/lib/crystal_toolkit/components/upload.py new file mode 100644 index 00000000..42268f4c --- /dev/null +++ b/build/lib/crystal_toolkit/components/upload.py @@ -0,0 +1,135 @@ +from base64 import b64decode +from tempfile import NamedTemporaryFile + +import dash +import dash_core_components as dcc +import dash_html_components as html +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate +from monty.serialization import loadfn +from pymatgen.core.structure import Molecule, Structure +from pymatgen.io.vasp.outputs import Chgcar + +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.helpers.layouts import * + + +class StructureMoleculeUploadComponent(MPComponent): + @property + def _sub_layouts(self): + + # this is a very custom component based on Bulma css stlyes + upload_layout = html.Div( + html.Label( + [ + html.Span( + [ + Icon(kind="upload"), + html.Span( + "Choose a file to upload or drag and drop", + className="file-label", + ), + ], + className="file-cta", + ), + # TODO: CSS fix style and un-hide file name + html.Span( + id=self.id("upload_label"), + className="file-name", + style={"display": "none"}, + ), + ], + className="file-label", + ), + className="file is-boxed", + # TODO: CSS set sensible max-width, don't hard-code + style={"max-width": "312px"}, + ) + + upload = html.Div( + [ + html.Label("Load from your computer: ", className="mpc-label"), + dcc.Upload(upload_layout, id=self.id("upload_data"), multiple=False), + html.Div(id=self.id("error_message_container")), + ] + ) + + return {"upload": upload} + + def generate_callbacks(self, app, cache): + @app.callback( + Output(self.id("upload_label"), "children"), + [Input(self.id("upload_data"), "filename")], + ) + def show_filename_on_upload(filename): + if not filename: + raise PreventUpdate + return filename + + @app.callback( + Output(self.id("error_message_container"), "children"), + [Input(self.id(), "data")], + ) + def update_error_message(data): + if not data: + raise PreventUpdate + if not data["error"]: + return html.Div() + else: + return html.Div( + [ + html.Br(), + MessageContainer( + [MessageHeader("Error"), MessageBody([data["error"]])], + kind="danger", + size="small", + ), + ] + ) + + @app.callback( + Output(self.id(), "data"), + [ + Input(self.id("upload_data"), "contents"), + Input(self.id("upload_data"), "filename"), + Input(self.id("upload_data"), "last_modified"), + ], + ) + def callback_update_structure(contents, filename, last_modified): + + if not contents: + raise PreventUpdate + + # assume we only want the first input for now + content_type, content_string = contents.split(",") + decoded_contents = b64decode(content_string) + + error = None + struct_or_mol = None + + # necessary to write to file so pymatgen's filetype detection can work + with NamedTemporaryFile(suffix=filename) as tmp: + tmp.write(decoded_contents) + tmp.flush() + try: + struct_or_mol = Structure.from_file(tmp.name) + except: + try: + struct_or_mol = Molecule.from_file(tmp.name) + except: + try: + struct_or_mol = Chgcar.from_file(tmp.name) + except: + # TODO: fix these horrible try/excepts, loadfn may be dangerous + try: + struct_or_mol = loadfn(tmp.name) + except: + error = ( + "Could not parse uploaded file. " + "If this seems like a bug, please report it. " + "Crystal Toolkit understands all crystal " + "structure file types and molecule file types " + "supported by pymatgen." + ) + + return {"data": struct_or_mol, "error": error} diff --git a/build/lib/crystal_toolkit/components/xas.py b/build/lib/crystal_toolkit/components/xas.py new file mode 100644 index 00000000..e36b1239 --- /dev/null +++ b/build/lib/crystal_toolkit/components/xas.py @@ -0,0 +1,239 @@ +import os + +import dash_core_components as dcc +import dash_html_components as html +import plotly.graph_objs as go + +from dash.dependencies import Input, Output, State +from dash.exceptions import PreventUpdate + +from pymatgen.ext.matproj import MPRester + +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.core.panelcomponent import PanelComponent, PanelComponent2 +from crystal_toolkit.helpers.layouts import * + +# Author: Matthew McDermott +# Contact: mcdermott@lbl.gov + + +class XASComponent(MPComponent): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.create_store("mpid") + self.create_store("elements") + + default_xas_layout = dict( + xaxis={ + "title": "Energy (eV)", + "anchor": "y", + "mirror": "ticks", + "nticks": 8, + "showgrid": True, + "showline": True, + "side": "bottom", + "tickfont": {"size": 16.0}, + "ticks": "inside", + "titlefont": {"size": 16.0}, + "type": "linear", + "zeroline": False, + }, + yaxis={ + "title": "Absorption Coeff, μ (a.u.)", + "anchor": "x", + "mirror": "ticks", + "nticks": 7, + "showgrid": True, + "showline": True, + "side": "left", + "tickfont": {"size": 16.0}, + "ticks": "inside", + "titlefont": {"size": 16.0}, + "type": "linear", + "zeroline": False, + }, + autosize=True, + height=300, + hovermode="x", + showlegend=False, + paper_bgcolor="rgba(0,0,0,0)", + plot_bgcolor="rgba(0,0,0,0)", + margin=dict(l=60, b=50, t=50, pad=0, r=30), + ) + + line_colors = [ + "rgb(128, 0, 0)", + "rgb(0, 0, 128)", + "rgb(60, 180, 75)", + "rgb(145,30,180)", + "rgb(230,25,75)", + "rgb(240,50,230)", + ] + + empty_plot_style = { + "xaxis": {"visible": False}, + "yaxis": {"visible": False}, + "paper_bgcolor": "rgba(0,0,0,0)", + "plot_bgcolor": "rgba(0,0,0,0)", + } + + @property + def _sub_layouts(self): + + graph = html.Div( + [ + dcc.Graph( + figure=go.Figure(layout=XASComponent.empty_plot_style), + config={"displayModeBar": False}, + ) + ], + id=self.id("xas-div"), + ) + + element_selector = html.Div( + [ + html.P("Select an Element:"), + dcc.RadioItems( + id=self.id("element-selector"), + options=[], + inputClassName="mpc-radio", + labelClassName="mpc-radio", + ), + ] + ) + + return {"graph": graph, "element_selector": element_selector} + + @property + def layout(self): + return html.Div( + [self._sub_layouts["graph"], self._sub_layouts["element_selector"]] + ) + + def generate_callbacks(self, app, cache): + @app.callback( + Output(self.id("xas-div"), "children"), [Input(self.id(), "data")] + ) + def update_graph(plotdata): + if not plotdata: + raise PreventUpdate + if plotdata == "error": + search_error = ( + MessageContainer( + [ + MessageBody( + dcc.Markdown( + "XANES pattern not available for this selection." + ) + ) + ], + kind="warning", + ), + ) + return search_error + else: + return [ + dcc.Graph( + figure=go.Figure(data=plotdata, layout=self.default_xas_layout), + config={"displayModeBar": False}, + ) + ] + + @app.callback( + Output(self.id(), "data"), + [Input(self.id("element-selector"), "value")], + [State(self.id("mpid"), "data"), State(self.id("elements"), "data")], + ) + def pattern_from_mpid(element, mpid, elements): + if not element or not elements: + raise PreventUpdate + + url_path = "/materials/" + mpid["mpid"] + "/xas/" + element + + with MPRester() as mpr: + data = mpr._make_request(url_path) # querying MP database via MAPI + + if len(data) == 0: + plotdata = "error" + else: + x = data[0]["spectrum"].x + y = data[0]["spectrum"].y + plotdata = [ + go.Scatter( + x=x, + y=y, + line=dict(color=self.line_colors[elements.index(element)]), + ) + ] + + return plotdata + + @app.callback( + Output(self.id("elements"), "data"), [Input(self.id("mpid"), "data")] + ) + def get_elements_from_mpid(mpid): + if not mpid or "mpid" not in mpid: + raise PreventUpdate + + with MPRester() as mpr: + entry = mpr.get_entry_by_material_id(mpid["mpid"]) + comp = entry.composition + elem_options = [str(comp.elements[i]) for i in range(0, len(comp))] + return elem_options + + @app.callback( + Output(self.id("element-selector"), "options"), + [Input(self.id("elements"), "data")], + ) + def generate_element_options(elements): + return [{"label": i, "value": i} for i in elements] + + @app.callback( + Output(self.id("element-selector"), "value"), + [Input(self.id("element-selector"), "options")], + ) + def set_xas_value(options): + if not options or not options[0]: + raise PreventUpdate + return options[0]["value"] + + +class XASPanelComponent(PanelComponent): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.xas = XASComponent() + self.xas.attach_from(self, this_store_name="mpid") + + @property + def title(self): + return "X-Ray Absorption Spectra" + + @property + def description(self): + return ( + "Display the K-edge X-Ray Absorption Near Edge Structure (XANES) for this structure, " + "if it has been calculated by the Materials Project." + ) + + @property + def loading_text(self): + return "Searching for calculated XANES pattern on Materials Project..." + + @property + def initial_contents(self): + return html.Div([super().initial_contents, html.Div([self.xas.layout])]) + + def update_contents(self, new_store_contents, *args): + return self.xas.layout + + # def generate_callbacks(self, app, cache): + # + # super().generate_callbacks(app, cache) + # + # @app.callback( + # Output(self.id("inner_contents"), "children"), [Input(self.id(), "data")] + # ) + # def add_xas(mpid): + # if not mpid: + # raise PreventUpdate + # return self.xas.layout diff --git a/build/lib/crystal_toolkit/core/ElementColorSchemes.yaml b/build/lib/crystal_toolkit/core/ElementColorSchemes.yaml new file mode 100644 index 00000000..3ba8d9b2 --- /dev/null +++ b/build/lib/crystal_toolkit/core/ElementColorSchemes.yaml @@ -0,0 +1,225 @@ +Jmol: + Ac: [112, 171, 250] + Ag: [192, 192, 192] + Al: [191, 166, 166] + Am: [84, 92, 242] + Ar: [128, 209, 227] + As: [189, 128, 227] + At: [117, 79, 69] + Au: [255, 209, 35] + B: [255, 181, 181] + Ba: [0, 201, 0] + Be: [194, 255, 0] + Bh: [224, 0, 56] + Bi: [158, 79, 181] + Bk: [138, 79, 227] + Br: [166, 41, 41] + C: [144, 144, 144] + Ca: [61, 255, 0] + Cd: [255, 217, 143] + Ce: [255, 255, 199] + Cf: [161, 54, 212] + Cl: [31, 240, 31] + Cm: [120, 92, 227] + Co: [240, 144, 160] + Cr: [138, 153, 199] + Cs: [87, 23, 143] + Cu: [200, 128, 51] + Db: [209, 0, 79] + Dy: [31, 255, 199] + Er: [0, 230, 117] + Es: [179, 31, 212] + Eu: [97, 255, 199] + F: [144, 224, 80] + Fe: [224, 102, 51] + Fm: [179, 31, 186] + Fr: [66, 0, 102] + Ga: [194, 143, 143] + Gd: [69, 255, 199] + Ge: [102, 143, 143] + H: [255, 255, 255] + He: [217, 255, 255] + Hf: [77, 194, 255] + Hg: [184, 184, 208] + Ho: [0, 255, 156] + Hs: [230, 0, 46] + I: [148, 0, 148] + In: [166, 117, 115] + Ir: [23, 84, 135] + K: [143, 64, 212] + Kr: [92, 184, 209] + La: [112, 212, 255] + Li: [204, 128, 255] + Lr: [199, 0, 102] + Lu: [0, 171, 36] + Md: [179, 13, 166] + Mg: [138, 255, 0] + Mn: [156, 122, 199] + Mo: [84, 181, 181] + Mt: [235, 0, 38] + N: [48, 80, 248] + Na: [171, 92, 242] + Nb: [115, 194, 201] + Nd: [199, 255, 199] + Ne: [179, 227, 245] + Ni: [80, 208, 80] + 'No': [189, 13, 135] + Np: [0, 128, 255] + O: [255, 13, 13] + Os: [38, 102, 150] + P: [255, 128, 0] + Pa: [0, 161, 255] + Pb: [87, 89, 97] + Pd: [0, 105, 133] + Pm: [163, 255, 199] + Po: [171, 92, 0] + Pr: [217, 255, 199] + Pt: [208, 208, 224] + Pu: [0, 107, 255] + Ra: [0, 125, 0] + Rb: [112, 46, 176] + Re: [38, 125, 171] + Rf: [204, 0, 89] + Rh: [10, 125, 140] + Rn: [66, 130, 150] + Ru: [36, 143, 143] + S: [255, 255, 48] + Sb: [158, 99, 181] + Sc: [230, 230, 230] + Se: [255, 161, 0] + Sg: [217, 0, 69] + Si: [240, 200, 160] + Sm: [143, 255, 199] + Sn: [102, 128, 128] + Sr: [0, 255, 0] + Ta: [77, 166, 255] + Tb: [48, 255, 199] + Tc: [59, 158, 158] + Te: [212, 122, 0] + Th: [0, 186, 255] + Ti: [191, 194, 199] + Tl: [166, 84, 77] + Tm: [0, 212, 82] + U: [0, 143, 255] + V: [166, 166, 171] + W: [33, 148, 214] + Xe: [66, 158, 176] + Y: [148, 255, 255] + Yb: [0, 191, 56] + Zn: [125, 128, 176] + Zr: [148, 224, 224] +VESTA: + Ac: [112, 171, 250] + Ag: [192, 192, 192] + Al: [129, 178, 214] + Am: [84, 92, 242] + Ar: [207, 254, 196] + As: [116, 208, 87] + At: [117, 79, 69] + Au: [255, 209, 35] + B: [31, 162, 15] + Ba: [0, 201, 0] + Be: [94, 215, 123] + Bh: [224, 0, 56] + Bi: [158, 79, 181] + Bk: [138, 79, 227] + Br: [126, 49, 2] + C: [76, 76, 76] + Ca: [90, 150, 189] + Cd: [255, 217, 143] + Ce: [255, 255, 199] + Cf: [161, 54, 212] + Cl: [49, 252, 2] + Cm: [120, 92, 227] + Co: [0, 0, 175] + Cr: [0, 0, 158] + Cs: [87, 23, 143] + Cu: [34, 71, 220] + Db: [209, 0, 79] + Dy: [31, 255, 199] + Er: [0, 230, 117] + Es: [179, 31, 212] + Eu: [97, 255, 199] + F: [176, 185, 230] + Fe: [181, 113, 0] + Fm: [179, 31, 186] + Fr: [66, 0, 102] + Ga: [158, 227, 115] + Gd: [69, 255, 199] + Ge: [126, 110, 166] + H: [255, 204, 204] + He: [252, 232, 206] + Hf: [77, 194, 255] + Hg: [184, 184, 208] + Ho: [0, 255, 156] + Hs: [230, 0, 46] + I: [148, 0, 148] + In: [166, 117, 115] + Ir: [23, 84, 135] + K: [161, 33, 246] + Kr: [250, 193, 243] + La: [90, 196, 73] + Li: [134, 223, 115] + Lr: [199, 0, 102] + Lu: [0, 171, 36] + Md: [179, 13, 166] + Mg: [251, 123, 21] + Mn: [167, 8, 157] + Mo: [84, 181, 181] + Mt: [235, 0, 38] + N: [176, 185, 230] + Na: [249, 220, 60] + Nb: [115, 194, 201] + Nd: [199, 255, 199] + Ne: [254, 55, 181] + Ni: [183, 187, 189] + 'No': [189, 13, 135] + Np: [0, 128, 255] + O: [254, 3, 0] + Os: [38, 102, 150] + P: [192, 156, 194] + Pa: [0, 161, 255] + Pb: [87, 89, 97] + Pd: [0, 105, 133] + Pm: [163, 255, 199] + Po: [171, 92, 0] + Pr: [217, 255, 199] + Pt: [208, 208, 224] + Pu: [0, 107, 255] + Ra: [0, 125, 0] + Rb: [112, 46, 176] + Re: [38, 125, 171] + Rf: [204, 0, 89] + Rh: [10, 125, 140] + Rn: [66, 130, 150] + Ru: [36, 143, 143] + S: [255, 250, 0] + Sb: [158, 99, 181] + Sc: [181, 99, 171] + Se: [154, 239, 15] + Sg: [217, 0, 69] + Si: [27, 59, 250] + Sm: [143, 255, 199] + Sn: [154, 142, 185] + Sr: [0, 255, 0] + Ta: [77, 166, 255] + Tb: [48, 255, 199] + Tc: [59, 158, 158] + Te: [212, 122, 0] + Th: [0, 186, 255] + Ti: [120, 202, 255] + Tl: [166, 84, 77] + Tm: [0, 212, 82] + U: [0, 143, 255] + V: [229, 25, 0] + W: [33, 148, 214] + Xe: [66, 158, 176] + Y: [148, 255, 255] + Yb: [0, 191, 56] + Zn: [143, 143, 129] + Zr: [0, 255, 0] +Extras: # for custom element types + Xbcp: [0, 0, 255] # bond critical point + Xrcp: [255, 0, 0] # ring critical point + Xccp: [255, 255, 0] # cage critical point + Xncp: [0, 255, 255] # non-nuclear attractor \ No newline at end of file diff --git a/build/lib/crystal_toolkit/core/__init__.py b/build/lib/crystal_toolkit/core/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/build/lib/crystal_toolkit/core/legend.py b/build/lib/crystal_toolkit/core/legend.py new file mode 100644 index 00000000..086ec59a --- /dev/null +++ b/build/lib/crystal_toolkit/core/legend.py @@ -0,0 +1,450 @@ +from pymatgen.core.periodic_table import Specie, Element +from pymatgen.core.structure import Molecule +from pymatgen.core.structure import SiteCollection, Site +from pymatgen.analysis.molecule_structure_comparator import CovalentRadius +from pymatgen.util.string import unicodeify_species + +from monty.json import MSONable +from monty.serialization import loadfn + +from itertools import chain +from collections import defaultdict + +from palettable.colorbrewer.qualitative import Set1_9, Set2_8 +from sklearn.preprocessing import LabelEncoder +from matplotlib.cm import get_cmap +from webcolors import html5_parse_legacy_color, html5_serialize_simple_color + +from typing import Union, Optional, Tuple, Dict, List, Any + +import warnings +import numpy as np +import os + +# element colors forked from pymatgen +module_dir = os.path.dirname(os.path.abspath(__file__)) +EL_COLORS = loadfn(os.path.join(module_dir, "ElementColorSchemes.yaml")) + + +class Legend(MSONable): + """ + Help generate a legend (colors and radii) for a Structure or Molecule + such that colors and radii can be displayed for the appropriate species. + + Note that species themselves have a color (for example, Oxygen is typically + red), but that we might also want to color-code by site properties (for example, + magnetic moment), thus this class has to take into account both the species + present and its context (the specific site the species is at) to correctly + generate the legend. + """ + + default_color_scheme = "Jmol" + default_color = [0, 0, 0] + default_radius = 1.0 + fallback_radius = 0.5 + uniform_radius = 0.5 + + def __init__( + self, + site_collection: Union[SiteCollection, Site], + color_scheme: str = "Jmol", + radius_scheme: str = "uniform", + cmap: str = "coolwarm", + cmap_range: Optional[Tuple[float, float]] = None, + ): + """ + Create a legend for a given SiteCollection to choose how to + display colors and radii for the given sites and the species + on those sites. + + If a site has a "display_color" or "display_radius" site + property defined, this can be used to manually override the + displayed colors and radii respectively. + + Args: + site_collection: SiteCollection or, for convenience, a + single site can be provided and this will be converted + into a SiteCollection + color_scheme: choose how to color-code species, one of + "Jmol", "VESTA", "accessible" or a scalar site property + (e.g. magnetic moment) or a categorical/string site + property (e.g. Wyckoff label) + radius_scheme: choose the radius for a species, one of + "atomic", "specified_or_average_ionic", "covalent", + "van_der_waals", "atomic_calculated", "uniform" + cmap: only used if color_mode is set to a scalar site + property, defines the matplotlib color map to use, by + default is blue-white-red for negative to postive values + cmap_range: only used if color_mode is set to a scalar site + property, defines the minimum and maximum values of the + color scape + """ + + if isinstance(site_collection, Site): + site_collection = Molecule.from_sites([site_collection]) + + site_prop_types = self.analyze_site_props(site_collection) + + self.allowed_color_schemes = ( + ["VESTA", "Jmol", "accessible"] + + site_prop_types.get("scalar", []) + + site_prop_types.get("categorical", []) + ) + + self.allowed_radius_schemes = ( + "atomic", + "specified_or_average_ionic", + "covalent", + "van_der_waals", + "atomic_calculated", + "uniform", + ) + + if color_scheme not in self.allowed_color_schemes: + warnings.warn( + f"Color scheme {color_scheme} not available, " + f"falling back to {self.default_color_scheme}." + ) + color_scheme = self.default_color_scheme + + # if color-coding by a scalar site property, determine minimum and + # maximum values for color scheme, will default to be symmetric + # about zero + if color_scheme in site_prop_types.get("scalar", []) and not cmap_range: + props = np.array( + [ + p + for p in site_collection.site_properties[color_scheme] + if p is not None + ] + ) + prop_max = max([abs(min(props)), max(props)]) + prop_min = -prop_max + cmap_range = (prop_min, prop_max) + + el_colors = EL_COLORS.copy() + el_colors.update( + self.generate_accessible_color_scheme_on_the_fly(site_collection) + ) + + self.categorical_colors = self.generate_categorical_color_scheme_on_the_fly( + site_collection, site_prop_types + ) + + self.el_colors = el_colors + self.site_prop_types = site_prop_types + self.site_collection = site_collection + self.color_scheme = color_scheme + self.radius_scheme = radius_scheme + self.cmap = cmap + self.cmap_range = cmap_range + + @staticmethod + def generate_accessible_color_scheme_on_the_fly( + site_collection: SiteCollection, + ) -> Dict[str, Dict[str, Tuple[int, int, int]]]: + """ + e.g. for a color scheme more appropriate for people with color blindness + + Args: + site_collection: SiteCollection + + Returns: A dictionary in similar format to EL_COLORS + + """ + + color_scheme = {} + + all_species = set( + chain.from_iterable( + comp.keys() for comp in site_collection.species_and_occu + ) + ) + all_elements = sorted([sp.as_dict()["element"] for sp in all_species]) + + # thanks to https://doi.org/10.1038/nmeth.1618 + palette = [ + (0, 0, 0), # 0, black + (230, 159, 0), # 1, orange + (86, 180, 233), # 2, sky blue + (0, 158, 115), #  3, bluish green + (240, 228, 66), # 4, yellow + (0, 114, 178), # 5, blue + (213, 94, 0), # 6, vermillion + (204, 121, 167), # 7, reddish purple + (255, 255, 255), #  8, white + ] + + # similar to CPK, mapping element to palette index + preferred_colors = { + "O": 6, + "N": 2, + "C": 0, + "H": 8, + "F": 3, + "Cl": 3, + "Fe": 1, + "Br": 7, + "I": 7, + "P": 1, + "S": 4, + } + + if len(set(all_elements)) > len(palette): + warnings.warn( + "Too many distinct types of site to use an accessible color scheme, " + "some sites will be given the default color." + ) + + preferred_elements_present = [ + el for el in all_elements if el in preferred_colors.keys() + ] + + colors_assigned = [] + for el in preferred_elements_present: + if preferred_colors[el] not in colors_assigned: + color_scheme[el] = palette[preferred_colors[el]] + colors_assigned.append(preferred_colors[el]) + + remaining_elements = [ + el for el in all_elements if el not in color_scheme.keys() + ] + remaining_palette = [ + c for idx, c in enumerate(palette) if idx not in colors_assigned + ] + + for el in remaining_elements: + if remaining_palette: + color_scheme[el] = remaining_palette.pop() + + return {"accessible": color_scheme} + + @staticmethod + def generate_categorical_color_scheme_on_the_fly( + site_collection: SiteCollection, site_prop_types + ) -> Dict[str, Dict[str, Tuple[int, int, int]]]: + """ + e.g. for Wykcoff + + Args: + site_collection: SiteCollection + + Returns: A dictionary in similar format to EL_COLORS + + """ + + color_scheme = {} + + palette = Set1_9.colors + + for site_prop_name in site_prop_types.get("categorical", []): + + props = np.array(site_collection.site_properties[site_prop_name]) + props[props == None] = "None" + + le = LabelEncoder() + le.fit(props) + transformed_props = le.transform(props) + + # if we have more categories than availiable colors, + # arbitrarily group some categories together + if len(set(props)) > len(palette): + warnings.warn( + "Too many categories for a complete categorical color scheme." + ) + transformed_props = [ + p if p < len(palette) else -1 for p in transformed_props + ] + + colors = {name: palette[p] for name, p in zip(props, transformed_props)} + + color_scheme[site_prop_name] = colors + + return color_scheme + + def get_color(self, sp: Union[Specie, Element], site: Optional[Site] = None) -> str: + """ + Get a color to render a specific species. Optionally, you can provide + a site for context, since ... + + Args: + sp: Specie or Element + site: Site + + Returns: Color + + """ + + # allow manual override by user + if site and "display_color" in site.properties: + color = site.properties["display_color"] + # TODO: next two lines due to change in API, will be removed + if isinstance(color, list) and isinstance(color[0], str): + color = color[0] + if isinstance(color, list): + return html5_serialize_simple_color(color) + else: + return html5_serialize_simple_color(html5_parse_legacy_color(color)) + + if self.color_scheme in ("VESTA", "Jmol", "accessible"): + el = sp.as_dict()["element"] + color = self.el_colors[self.color_scheme].get( + el, self.el_colors["Extras"].get(el, self.default_color) + ) + + elif self.color_scheme in self.site_prop_types.get("scalar", []): + + if not site: + raise ValueError( + "Requires a site for context to get the " + "appropriate site property." + ) + + prop = site.properties[self.color_scheme] + + if prop: + + cmap = get_cmap(self.cmap) + + # normalize in [0, 1] range, as expected by cmap + prop_min = self.cmap_range[0] + prop_max = self.cmap_range[1] + prop_normed = (prop - prop_min) / (prop_max - prop_min) + + color = [int(c * 255) for c in cmap(prop_normed)[0:3]] + + else: + + # fallback if site prop is None + color = self.default_color + + elif self.color_scheme in self.site_prop_types.get("categorical", []): + + if not site: + raise ValueError( + "Requires a site for context to get the " + "appropriate site property." + ) + + prop = site.properties[self.color_scheme] + + color = self.categorical_colors[self.color_scheme].get( + prop, self.default_color + ) + + else: + + raise ValueError( + f"Unknown color for {sp} and color scheme {self.color_scheme}." + ) + + return html5_serialize_simple_color(color) + + def get_radius( + self, sp: Union[Specie, Element], site: Optional[Site] = None + ) -> float: + + # allow manual override by user + if site and "display_radius" in site.properties: + return site.properties["display_radius"] + + if self.radius_scheme not in self.allowed_radius_schemes: + raise ValueError( + f"Unknown radius scheme {self.radius_scheme}, " + f"choose from: {self.allowed_radius_schemes}." + ) + + radius = None + if self.radius_scheme == "uniform": + radius = self.uniform_radius + elif self.radius_scheme == "atomic": + radius = sp.atomic_radius + elif ( + self.radius_scheme == "specified_or_average_ionic" + and isinstance(sp, Specie) + and sp.oxi_state + ): + radius = sp.ionic_radius + elif self.radius_scheme == "specified_or_average_ionic": + radius = sp.average_ionic_radius + elif self.radius_scheme == "covalent": + el = str(getattr(sp, "element", sp)) + radius = CovalentRadius.radius[el] + elif self.radius_scheme == "van_der_waals": + radius = sp.van_der_waals_radius + elif self.radius_scheme == "atomic_calculated": + radius = sp.atomic_radius_calculated + + if not radius: + warnings.warn( + "Radius unknown for {} and strategy {}, " + "setting to 0.5.".format(sp, self.radius_scheme) + ) + radius = self.fallback_radius + + return radius + + @staticmethod + def analyze_site_props(site_collection: SiteCollection) -> Dict[str, List[str]]: + """ + Returns: A dictionary with keys "scalar", "matrix", "vector", "categorical" + and values of a list of site property names corresponding to each type + """ + # (implicitly assumes all site props for a given key are same type) + site_prop_names = defaultdict(list) + for name, props in site_collection.site_properties.items(): + if isinstance(props[0], float) or isinstance(props[0], int): + site_prop_names["scalar"].append(name) + elif isinstance(props[0], list) and len(props[0]) == 3: + if isinstance(props[0][0], list) and len(props[0][0]) == 3: + site_prop_names["matrix"].append(name) + else: + site_prop_names["vector"].append(name) + elif isinstance(props[0], str): + site_prop_names["categorical"].append(name) + return dict(site_prop_names) + + @staticmethod + def get_species_str(sp: Union[Specie, Element]) -> str: + """ + Args: + sp: Specie or Element + + Returns: string representation + """ + # TODO: add roman numerals for oxidation state for ease of readability + # and then move this to pymatgen string utils ... + return unicodeify_species(str(sp)) + + def get_legend(self) -> Dict[str, Any]: + + # decide what we want the labels to be + if self.color_scheme in ("Jmol", "VESTA", "accessible"): + label = lambda site, sp: self.get_species_str(sp) + elif self.color_scheme in self.site_prop_types.get("scalar", {}): + label = lambda site, sp: f"{site.properties[self.color_scheme]:.2f}" + elif self.color_scheme in self.site_prop_types.get("categorical", {}): + label = lambda site, sp: f"{site.properties[self.color_scheme]}" + else: + raise ValueError(f"Color scheme {self.color_scheme} not known.") + + legend = defaultdict(list) + + # first get all our colors for different species + for site in self.site_collection: + for sp, occu in site.species.items(): + legend[self.get_color(sp, site)].append(label(site, sp)) + + legend = {k: ", ".join(sorted(list(set(v)))) for k, v in legend.items()} + + color_options = [] + for site_prop_type in ("scalar", "categorical"): + if site_prop_type in self.site_prop_types: + for prop in self.site_prop_types[site_prop_type]: + color_options.append(prop) + + return { + "composition": self.site_collection.composition.as_dict(), + "colors": legend, + "available_color_schemes": color_options, + } diff --git a/build/lib/crystal_toolkit/core/mpcomponent.py b/build/lib/crystal_toolkit/core/mpcomponent.py new file mode 100644 index 00000000..2b7d05e2 --- /dev/null +++ b/build/lib/crystal_toolkit/core/mpcomponent.py @@ -0,0 +1,765 @@ +import logging +from abc import ABC, abstractmethod +from ast import literal_eval +from collections import defaultdict +from itertools import chain +from json import JSONDecodeError, dumps, loads +from typing import Dict, List, Optional, Set, Tuple, Union +from base64 import b64encode + +import dash +import dash_core_components as dcc +import dash_html_components as html +import dash_table as dt +import numpy as np +from dash.dependencies import ALL, Output +from flask_caching import Cache +from monty.json import MontyDecoder, MSONable + +from crystal_toolkit import __version__ as ct_version +from crystal_toolkit.helpers.layouts import add_label_help, Icon, Button, Loading +from crystal_toolkit.settings import SETTINGS + +try: + from typing import Literal +except ImportError: + from typing_extensions import Literal + +# fallback cache if Redis etc. isn't set up +null_cache = Cache(config={"CACHE_TYPE": "null"}) + +# Crystal Toolkit namespace, added to the start of all ids +# so we can see which layouts have been added by Crystal Toolkit +CT_NAMESPACE = "CT" + + +class MPComponent(ABC): + """ + The abstract base class for an MPComponent. MPComponent + is designed to help render an MSONable object. + """ + + # reference to global Dash app + app = None + + # reference to Flask cache + cache = None + + # used to track all dcc.Stores required for all MPComponents to work + # keyed by the MPComponent id + _app_stores_dict: Dict[str, List[dcc.Store]] = defaultdict(list) + + # used to track what individual Dash components are defined + # by this MPComponent + _all_id_basenames: Set[str] = set() + + # used to defer generation of callbacks until app.layout defined + # can be helpful to callback exceptions retained + _callbacks_to_generate: Set["MPComponent"] = set() + + @staticmethod + def register_app(app: dash.Dash): + """ + This method must be called at least once in your Crystal + Toolkit Dash app if you want to enable interactivity with the + MPComponents. The "app" variable is a special global + variable used by Dash/Flask, and registering it with + MPComponent allows callbacks to be registered with the + app on instantiation. + + Args: + app: a Dash app instance + """ + MPComponent.app = app + # add metadata + app.config.meta_tags.append( + { + "name": "generator", + "content": f"Crystal Toolkit {ct_version} (Materials Project)", + } + ) + # set default title, but respect the user if they override it + if app.title == "Dash": + app.title = "Crystal Toolkit" + + @staticmethod + def register_cache(cache: Cache): + """ + This method must be called at least once in your + Crystal Toolkit Dash app if you want to enable + callback caching. Callback caching is one of the + easiest ways to see significant performance + improvements, especially for callbacks that are + computationally expensive. + + Args: + cache: a flask_caching Cache instance + """ + if cache: + MPComponent.cache = cache + else: + MPComponent.cache = Cache( + MPComponent.app.server, config={"CACHE_TYPE": "simple"} + ) + + @staticmethod + def crystal_toolkit_layout(layout: html.Div) -> html.Div: + + if not MPComponent.app: + raise ValueError( + "Please register the Dash app with Crystal Toolkit " + "using register_app()." + ) + + # layout_str = str(layout) + stores_to_add = [] + for basename in MPComponent._all_id_basenames: + # can use "if basename in layout_str:" to restrict to components present in initial layout + # this would cause bugs for components displayed dynamically + stores_to_add += MPComponent._app_stores_dict[basename] + layout.children += stores_to_add + + # set app.layout to layout so that callbacks can be validated + MPComponent.app.layout = layout + + for component in MPComponent._callbacks_to_generate: + component.generate_callbacks(MPComponent.app, MPComponent.cache) + + return layout + + @staticmethod + def register_crystal_toolkit(app, layout, cache=None): + + MPComponent.register_app(app) + MPComponent.register_cache(cache) + app.config["suppress_callback_exceptions"] = True + app.layout = MPComponent.crystal_toolkit_layout(layout) + + @staticmethod + def all_app_stores() -> html.Div: + """ + This must be included somewhere in your + Crystal Toolkit Dash app's layout for + interactivity to work. This is a hidden element + that contains the MSON for each MPComponent. + + Returns: a html.Div Dash Layout + """ + return html.Div( + list(chain.from_iterable(MPComponent._app_stores_dict.values())) + ) + + def __init__( + self, + default_data: Optional[Union[MSONable, Dict, str]] = None, + id: Optional[str] = None, + links: Optional[Dict[str, str]] = None, + storage_type: Literal["memory", "local", "session"] = "memory", + disable_callbacks: bool = False, + ): + """ + The abstract base class for an MPComponent. + + The MPComponent is designed to help render any MSONable object, + for example many of the objects in pymatgen (Structure, PhaseDiagram, etc.) + + To instantiate an MPComponent, you will need to create it outside + of your Dash app layout: + + my_component = MPComponent(my_msonable_object) + + Then, inside the app.layout, you can include the component's layout + anywhere you choose: my_component.layout + + If you want the layouts to be interactive, i.e. to respond to callbacks, + you have to also use the MPComponent.register_app(app) method in your app, + and also include MPComponent.all_app_stores in your app.layout (an + invisible layout that contains the MSON itself). + + If you do not want the layouts to be interactive, set disable_callbacks + to True to prevent errors. + + If including multiple MPComponents of the same type, make sure + to set the id field to a unique value, as you would in any other + Dash component. + + When sub-classing MPComponent, the most important methods to implement + are _sub_layouts and generate_callbacks(). + + Args: + default_data: inital contents for the component, can be None + id: a unique id, required if multiple of the same type of + MPComponent are included in an app + links: if set, will set store contents from the stores of another + component to reduce unnecessary callbacks and duplication of data, + note that links are one directional only and specific the origin + stores, e.g. set {"default": my_other_component.id()} to fill this + component's default store contents from the other component's default store, + or {"graph": my_other_component.id("graph")} to fill this component's + "graph" store from another component's "graph" store + storage_type: whether to persist contents of component through + browser refresh or browser sessions, use with caution, defaults + to "memory" so component store will be emptied on refresh, see + dcc.Store documentation for more information + disable_callbacks: if True, will not generate callbacks, useful + for static layouts or returning new MPComponents dynamically where + generating callbacks are not possible due to limitations of Dash + """ + + # ensure ids are unique + # Note: shadowing Python built-in here, but only because Dash does it... + # TODO: do something else here + if id is None: + id = f"{CT_NAMESPACE}{self.__class__.__name__}" + elif not id.startswith(CT_NAMESPACE): + id = f"{CT_NAMESPACE}{id}" + MPComponent._all_id_basenames.add(id) + + self._id = id + self._all_ids = set() + self._stores = {} + self._initial_data = {} + + self.links = links or {} + + self.create_store( + name="default", initial_data=default_data, storage_type=storage_type + ) + self.links["default"] = self.id() + + if not disable_callbacks: + # callbacks generated as final step by crystal_toolkit_layout() + self._callbacks_to_generate.add(self) + + self.logger = logging.getLogger(self.__class__.__name__) + + def id( + self, + name: str = "default", + is_kwarg: bool = False, + idx=False, + hint=None, + is_store: bool = False, + ) -> Union[str, Dict[str, str]]: + """ + Generate an id from a name combined with the + base id of the MPComponent itself, useful for generating + ids of individual components in the layout. + + In the special case of the id of an element that is used to re-construct + a keyword argument for a specific class, it will store information necessary + to reconstruct that keyword argument (e.g. its type hint and, in the case of + a vector or matrix, the corresponding index). + + A hint could be a tuple for a numpy array of that shape, e.g. (3, 3) for a 3x3 matrix, + (1, 3) for a vector, or "literal" to parse kwarg value using ast.literal_eval, or "bool" + to parse a boolean value. In future iterations, we may be able to replace this with native + Python type hints. The problem here is being able to specify array shape where appropriate. + + + Args: + name: e.g. "default" + + Returns: e.g. "MPComponent_default" + """ + + if name in self._stores: + is_store = True + + if is_kwarg: + return { + "component_id": self._id, + "kwarg_label": name, + "idx": str(idx), + "hint": str(hint), + } + + # if we're linking to another component, return that id + if name in self.links: + return self.links[name] + + # otherwise create a new id + self._all_ids.add(name) + if name != "default": + name = f"{self._id}_{name}" + else: + name = f"{self._id}" + return name + if is_store: + return name + else: + return {"id": name} + + def create_store( + self, + name: str, + initial_data: Optional[Union[MSONable, Dict, str]] = None, + storage_type: Literal["memory", "local", "session"] = "memory", + debug_clear: bool = False, + ): + """ + Generate a dcc.Store to hold something (MSONable object, Dict + or string), and register it so that it will be included in the + Dash app automatically. + + The initial data will be stored in a class attribute as + self._initial_data[name]. + + Args: + name: name for the store + initial_data: initial data to include + storage_type: as in dcc.Store + debug_clear: set to True to empty the store if using + persistent storage + """ + + # if we're linking to another component, do not create a new store + if name in self.links: + return + + store = dcc.Store( + id=self.id(name, is_store=True), + data=initial_data, + storage_type=storage_type, + clear_data=debug_clear, + ) + self._stores[name] = store + self._initial_data[name] = initial_data + MPComponent._app_stores_dict[self.id()].append(store) + + @property + def initial_data(self): + """ + :return: Initial data for all the stores defined by component, + keyed by store name. + """ + return self._initial_data + + @staticmethod + def from_data(data): + """ + Converts the contents of a dcc.Store back into a Python object. + :param data: contents of a dcc.Store created by to_data + :return: a Python object + """ + return loads(dumps(data), cls=MontyDecoder) + + @property + def all_stores(self) -> List[str]: + """ + :return: List of all store ids generated by this component + """ + return list(self._stores.keys()) + + @property + def all_ids(self) -> List[str]: + """ + :return: List of all ids generated by this component + """ + return list( + [ + component_id + for component_id in self._all_ids + if component_id not in self.all_stores + ] + ) + + def __repr__(self): + return f"{self.id()}<{self.__class__.__name__}>" + + def __str__(self): + ids = "\n".join( + [f"* {component_id} " for component_id in sorted(self.all_ids)] + ) + stores = "\n".join([f"* {store} " for store in sorted(self.all_stores)]) + layouts = "\n".join( + [f"* {layout} " for layout in sorted(self._sub_layouts.keys())] + ) + + return f"""{self.id()}<{self.__class__.__name__}> \n +IDs: \n{ids} \n +Stores: \n{stores} \n +Sub-layouts: \n{layouts}""" + + @property + def _sub_layouts(self): + """ + Layouts associated with this component, available for book-keeping + if your component is complex, so that the layout() method is just + assembles individual sub-layouts. + + :return: A dictionary with names of layouts as keys (str) and Dash + layouts (e.g. html.Div) as values. + """ + return {} + + def layout(self) -> html.Div: + """ + :return: A Dash layout for the full component. Basic implementation + provided, but should in general be overridden. + """ + return html.Div(list(self._sub_layouts.values())) + + @abstractmethod + def generate_callbacks(self, app, cache): + """ + Generate all callbacks associated with the layouts in this app. Assume + that "suppress_callback_exceptions" is True, since it is not always + guaranteed that all layouts will be displayed to the end user at all + times, but it's important the callbacks are defined on the server. + """ + raise NotImplementedError + + def get_numerical_input( + self, + kwarg_label: str, + state: Optional[dict] = None, + label: Optional[str] = None, + help_str: str = None, + is_int: bool = False, + shape: Tuple[int, ...] = (), + **kwargs, + ): + """ + For Python classes which take matrices as inputs, this will generate + a corresponding Dash input layout. + + :param kwarg_label: The name of the corresponding Python input, this is used + to name the component. + :param label: A description for this input. + :param state: Used to set state for this input, dict with arg name or kwarg name as key + :param help_str: Text for a tooltip when hovering over label. + :param is_int: if True, will use a numeric input + :param shape: (3, 3) for matrix, (1, 3) for vector, (1, 1) for scalar + :return: a Dash layout + """ + + default = np.full(shape, state.get(kwarg_label)) + default = np.reshape(default, shape) + + def matrix_element(idx, value=0): + # TODO: maybe move element out of the name + mid = self.id(kwarg_label, is_kwarg=True, idx=idx, hint=shape) + if not is_int: + return dcc.Input( + id=mid, + inputMode="numeric", + debounce=True, + className="input", + style={ + "textAlign": "center", + # shorter default width if matrix or vector + "width": "5rem", + "marginRight": "0.2rem", + "marginBottom": "0.2rem", + "height": "36px", + }, + value=value, + persistence=True, + type="number", + **kwargs, + ) + else: + return dcc.Input( + id=mid, + inputMode="numeric", + debounce=True, + className="input", + style={ + "textAlign": "center", + # shorter default width if matrix or vector + "width": "5rem", + "marginRight": "0.2rem", + "marginBottom": "0.2rem", + "height": "36px", + }, + value=value, + persistence=True, + type="number", + step=1, + **kwargs, + ) + + # dict of row indices, column indices to element + matrix_contents = defaultdict(dict) + + # determine what individual input boxes we need + # note that shape = () for floats, shape = (3,) for vectors + # but we may also need to accept input for e.g. (3, 1) + it = np.nditer(default, flags=["multi_index", "refs_ok"]) + while not it.finished: + idx = it.multi_index + row = (idx[1] if len(idx) > 1 else 0,) + column = idx[0] if len(idx) > 0 else 0 + matrix_contents[row][column] = matrix_element(idx, value=it[0]) + it.iternext() + + # arrange the input boxes in two dimensions (rows, columns) + matrix_div_contents = [] + for row_idx, columns in sorted(matrix_contents.items()): + row = [] + for column_idx, element in sorted(columns.items()): + row.append(element) + matrix_div_contents.append(html.Div(row)) + + matrix = html.Div(matrix_div_contents) + + return add_label_help(matrix, label, help_str) + + def get_slider_input( + self, + kwarg_label: str, + state: Optional[dict] = None, + label: Optional[str] = None, + help_str: str = None, + multiple: bool = False, + **kwargs, + ): + + default = state.get(kwarg_label) or False + + if multiple: + slider_input = dcc.RangeSlider( + id=self.id(kwarg_label, is_kwarg=True, hint="slider"), + tooltip={"placement": "bottom"}, + value=default, + persistence=True, + **kwargs, + ) + else: + slider_input = dcc.Slider( + id=self.id(kwarg_label, is_kwarg=True, hint="slider"), + tooltip={"placement": "bottom"}, + value=default, + persistence=True, + **kwargs, + ) + + return add_label_help(slider_input, label, help_str) + + def get_bool_input( + self, + kwarg_label: str, + state: Optional[dict] = None, + label: Optional[str] = None, + help_str: str = None, + ): + """ + For Python classes which take boolean values as inputs, this will generate + a corresponding Dash input layout. + + :param kwarg_label: The name of the corresponding Python input, this is used + to name the component. + :param label: A description for this input. + :param state: Used to set state for this input, dict with arg name or kwarg name as key + :param help_str: Text for a tooltip when hovering over label. + :return: a Dash layout + """ + + default = state.get(kwarg_label) or False + + bool_input = dcc.Checklist( + id=self.id(kwarg_label, is_kwarg=True, hint="bool"), + style={"width": "5rem"}, + options=[{"label": "", "value": "enabled"}], + value=["enabled"] if default else [], + persistence=True, + ) + + return add_label_help(bool_input, label, help_str) + + def get_choice_input( + self, + kwarg_label: str, + state: Optional[dict] = None, + label: Optional[str] = None, + help_str: str = None, + options: Optional[List[Dict]] = None, + **kwargs, + ): + """ + For Python classes which take floats as inputs, this will generate + a corresponding Dash input layout. + + :param kwarg_label: The name of the corresponding Python input, this is used + to name the component. + :param label: A description for this input. + :param state: Used to set state for this input, dict with arg name or kwarg name as key + :param help_str: Text for a tooltip when hovering over label. + :param options: Options to choose from, as per dcc.Dropdown + :return: a Dash layout + """ + + default = state.get(kwarg_label) + + option_input = dcc.Dropdown( + id=self.id(kwarg_label, is_kwarg=True, hint="literal"), + options=options if options else [], + value=default, + persistence=True, + clearable=False, + **kwargs, + ) + + return add_label_help(option_input, label, help_str) + + def get_dict_input( + self, + kwarg_label: str, + state: Optional[dict] = None, + label: Optional[str] = None, + help_str: str = None, + key_name: str = "key", + value_name: str = "value", + ): + + default = state.get(kwarg_label) or {} + + dict_input = dt.DataTable( + id=self.id(kwarg_label, is_kwarg=True, hint="dict"), + columns=[ + {"id": "key", "name": key_name}, + {"id": "value", "name": value_name}, + ], + data=[{"key": k, "value": v} for k, v in default.items()], + editable=True, + persistence=True, + ) + + return add_label_help(dict_input, label, help_str) + + def get_kwarg_id(self, kwarg_name) -> Dict: + """ + + :param kwarg_name: + :return: + """ + return { + "component_id": self._id, + "kwarg_label": kwarg_name, + "idx": ALL, + "hint": ALL, + } + + def get_all_kwargs_id(self) -> Dict: + """ + + :return: + """ + return {"component_id": self._id, "kwarg_label": ALL, "idx": ALL, "hint": ALL} + + def reconstruct_kwarg_from_state(self, state, kwarg_name): + return self.reconstruct_kwargs_from_state(state)[kwarg_name] + + def reconstruct_kwargs_from_state(self, state) -> Dict: + # TODO: change to take callback_context directly + + kwargs = {} + for k, v in state.items(): + + # TODO: hopefully this will be less hacky in future Dash versions + # remove trailing ".value" and convert back into dictionary + # need to sort k somehow ... + + try: + d = loads(k[: -len(".value")]) + except JSONDecodeError: + continue + + kwarg_label = d["kwarg_label"] + + try: + k_type = literal_eval(d["hint"]) + except ValueError: + k_type = d["hint"] + + idx = literal_eval(d["idx"]) + + # TODO: catch Exceptions here, and display validation error to user if incorrect kwargs supplied + + if isinstance(k_type, tuple): + # matrix or vector + if kwarg_label not in kwargs: + kwargs[kwarg_label] = np.empty(k_type) + v = literal_eval(str(v)) + if v is not None and kwargs[kwarg_label] is not None: + kwargs[kwarg_label][idx] = literal_eval(str(v)) + else: + # require all elements to have value, otherwise set + # entire kwarg to None + kwargs[kwarg_label] = None + + elif k_type == "literal": + + try: + kwargs[kwarg_label] = literal_eval(str(v)) + except ValueError: + kwargs[kwarg_label] = str(v) + + elif k_type == "bool": + kwargs[kwarg_label] = bool("enabled" in v) + + elif k_type == "slider": + kwargs[kwarg_label] = v + + elif k_type == "dict": + pass + + for k, v in kwargs.items(): + if isinstance(v, np.ndarray): + kwargs[k] = v.tolist() + + if SETTINGS.DEBUG_MODE: + print(self.__class__.__name__, "kwargs", kwargs) + + return kwargs + + @staticmethod + def datauri_from_fig( + fig, fmt: str = "png", width: int = 600, height: int = 400, scale: int = 4 + ) -> str: + """ + Generate a data URI from a Plotly Figure. + + :param fig: Plotly Figure object or corresponding dictionary + :param fmt: "png", "jpg", etc. (see PlotlyScope for supported formats) + :param width: width in pixels + :param height: height in pixels + :param scale: scale factor + :return: + """ + + from kaleido.scopes.plotly import PlotlyScope + + scope = PlotlyScope() + output = scope.transform( + fig, format=fmt, width=width, height=height, scale=scale + ) + image = b64encode(output).decode("ascii") + + return f"data:image/{fmt};base64,{image}" + + def get_figure_placeholder(self, figure_id: str) -> html.Div: + """ + Get a layout to act as a placeholder for an interactive figure. + + When used with `generate_static_figure_callbacks`, and assuming + kaleido is installed on the server, a static image placeholder will + be generated. + + :return: + """ + + return html.Div( + [ + html.Div( + [Loading(id=self.id(f"{figure_id}-wrapped-figure-inner"))], + id=self.id("wrapped-figure-outer"), + ), + Button( + [Icon(kind="chart-pie"), html.Span(), "Make Plot Interactive"], + kind="primary", + id=self.id(f"{figure_id}-wrapped-figure-button"), + ), + ] + ) diff --git a/build/lib/crystal_toolkit/core/panelcomponent.py b/build/lib/crystal_toolkit/core/panelcomponent.py new file mode 100644 index 00000000..cb8faa35 --- /dev/null +++ b/build/lib/crystal_toolkit/core/panelcomponent.py @@ -0,0 +1,64 @@ +import dash_core_components as dcc +import dash_html_components as html +from dash.dependencies import Output, Input, State +from dash.exceptions import PreventUpdate + +from crystal_toolkit.core.mpcomponent import MPComponent +from crystal_toolkit.helpers.layouts import Reveal, PRIMARY_COLOR + + +class PanelComponent(MPComponent): + """ + A component intended to do wrap another component or set of components + inside a panel. The key benefit is that the inner contents of the panel + are not loaded until the panel is opened, so can reduce the number of + callbacks run until a user initiates interaction. + + To use, implement the "contents_layout" method, and add any new + callbacks necessary to fill it. + """ + + @property + def title(self): + return "Untitled Panel" + + @property + def description(self): + return None + + def panel_layout(self, open_by_default=False): + + message = html.Div(id=self.id("message")) + + description = html.Div( + self.description, + id=self.id("description"), + className="mpc-panel-description", + ) + + initial_contents = html.Div(id=self.id("contents")) + + panel = Reveal( + title=self.title, + children=[message, description, html.Br(), initial_contents], + id=self.id("panel"), + open=open_by_default, + ) + + return panel + + def contents_layout(self) -> html.Div: + raise NotImplementedError + + def generate_callbacks(self, app, cache): + @app.callback( + Output(self.id("contents"), "children"), + [Input(f"{self.id('panel')}_summary", "n_clicks")], + [State(self.id("contents"), "children")], + ) + def load_panel(panel_n_clicks, current_contents): + + if current_contents or panel_n_clicks is None: + raise PreventUpdate + + return html.Div(self.contents_layout(), id=self.id("inner_contents")) diff --git a/build/lib/crystal_toolkit/core/scene.py b/build/lib/crystal_toolkit/core/scene.py new file mode 100644 index 00000000..354c834c --- /dev/null +++ b/build/lib/crystal_toolkit/core/scene.py @@ -0,0 +1,593 @@ +from abc import ABC, abstractmethod, abstractproperty +from collections import defaultdict +from dataclasses import dataclass, field, asdict +from itertools import chain +from json import dump +from typing import List, Optional, Dict, Any + +""" +This module gives a Python interface to generate JSON for the +CrystalToolkitSceneComponent. To use, create a Scene whose contents can either be a +a list of any of the geometric primitives defined below (e.g. Spheres, +Cylinders, etc.) or can be another Scene. Then use scene_to_json() to convert +the Scene to the JSON format to pass to CrystalToolkitSceneComponent's data attribute. +""" + + +class Primitive: + """ + A Mixin class for standard plottable primitive behavior + For now, this just enforces some basic mergeability + """ + + @abstractproperty + def key(self): + raise NotImplementedError + + @classmethod + def merge(cls, items): + raise NotImplementedError + + @property + def bounding_box(self) -> List[List[float]]: + x, y, z = zip(*self.positions) + return [[min(x), min(y), min(z)], [max(x), max(y), max(z)]] + + +@dataclass +class Scene: + """ + A Scene is defined by its name (a string, does not have to be unique), + and its contents (a list of geometric primitives or other Scenes). + """ + + name: str # name for the scene, does not have to be unique + contents: list = field(default_factory=list) + origin: List[float] = field(default=(0, 0, 0)) + visible: bool = True + _meta: Dict = None + + def __add__(self, other): + """ + For convenience to combine multiple scenes. + + No good way to decide what origin to set for the new scene. + + :param other: another Scene + :return: + """ + return Scene( + name=self.name + "_" + other.name, + contents=self.contents + other.contents, + origin=self.origin, + visible=self.visible, + _meta={self.name: self._meta, other.name: other._meta}, + ) + + def _repr_mimebundle_(self, include=None, exclude=None): + """ + Render Scenes using crystaltoolkit-extension for Jupyter Lab. + """ + return { + "application/vnd.mp.ctk+json": self.to_json(), + "text/plain": self.__repr__(), + } + + def to_json(self): + """ + Convert a Scene into JSON. It will implicitly assume all None values means + that that attribute uses its default value, and so will be removed from + the JSON to reduce the file size of the resulting JSON. + + Note that this function actually returns a Python dict, but in a format + that can be converted to a JSON string using the standard library JSON + encoder. + + :param scene: A Scene object + :return: dict in a format that can be parsed by CrystalToolkitSceneComponent + """ + + merged_scene = Scene( + name=self.name, + contents=self.merge_primitives(self.contents), + origin=self.origin, + ) + + def remove_defaults(scene_dict): + """ + Reduce file size of JSON by removing any key which + is just its default value. + """ + trimmed_dict = {} + for k, v in scene_dict.items(): + if isinstance(v, dict): + v = remove_defaults(v) + elif isinstance(v, list): + trimmed_dict[k] = [ + remove_defaults(item) if isinstance(item, dict) else item + for item in v + ] + elif v is not None: + trimmed_dict[k] = v + return trimmed_dict + + return remove_defaults(asdict(merged_scene)) + + def to_plotly_json(self): + """ + Easy way to allow Scene objects to be returned from callbacks. + """ + return self.to_json() + + def to(self, filename): + """ + Write a Scene to a file. Can be opened by Jupyter Lab if + Crystal Toolkit extension installed. + + :param filename: The filename (can include path), + an extension will be set if not supplied. + :return: + """ + # TODO: find a way to keep the original MSONable object + scene generation options alongside + if not filename.endswith(".ctk.json"): + filename += ".ctk.json" + with open(filename, "w") as f: + dump(self.to_json(), f) + + @property + def bounding_box(self) -> List[List[float]]: + """ + Returns the bounding box coordinates + """ + if len(self.contents) > 0: + min_list, max_list = zip(*[p.bounding_box for p in self.contents]) + min_x, min_y, min_z = map(min, list(zip(*min_list))) + max_x, max_y, max_z = map(max, list(zip(*max_list))) + + return [[min_x, min_y, min_z], [max_x, max_y, max_z]] + else: + return [[0, 0, 0], [0, 0, 0]] + + @staticmethod + def merge_primitives(primitives): + """ + If primitives are of the same type but differ only in position, they + are merged together. This is a small optimization, has not been benchmarked. + :param primitives: list of primitives (Spheres, Cylinders, etc.) + :return: list of primitives + """ + mergable = defaultdict(list) + remainder = [] + + for primitive in primitives: + if isinstance(primitive, Scene): + primitive.contents = Scene.merge_primitives(primitive.contents) + remainder.append(primitive) + elif isinstance(primitive, Primitive): + mergable[primitive.key].append(primitive) + else: + remainder.append(primitive) + + merged = [v[0].merge(v) for v in mergable.values()] + + return merged + remainder + + +@dataclass +class Spheres(Primitive): + """ + Create a set of spheres. All spheres will have the same color, radius and + segment size (if only drawing a section of a sphere). + :param positions: This is a list of lists corresponding to the vector + positions of the spheres. + :param color: Sphere color as a hexadecimal string, e.g. #ff0000 + :param radius: The radius of the sphere, defaults to 1. + :param phiStart: Start angle in radians if drawing only a section of the + sphere, defaults to 0 + :param phiEnd: End angle in radians if drawing only a section of the + sphere, defaults to 2*pi + :param visible: If False, will hide the object by default. + :param reference: name to reference the primitive for callback + :param clickable: if true, allows this primitive to be clicked + and trigger and event + """ + + positions: List[List[float]] + _animate: Optional[List[List[float]]] = None + color: Optional[str] = None + radius: Optional[float] = None + phiStart: Optional[float] = None + phiEnd: Optional[float] = None + type: str = field(default="spheres", init=False) # private field + visible: bool = None + tooltip: str = None + clickable: bool = False + reference: Optional[str] = None + _meta: Any = None + + @property + def key(self): + return f"sphere_{self.color}_{self.radius}_{self.phiStart}_{self.phiEnd}_{self.clickable}_{self.tooltip}" + + @classmethod + def merge(cls, sphere_list): + new_positions = list( + chain.from_iterable([sphere.positions for sphere in sphere_list]) + ) + new__animate = list( + chain.from_iterable( + [sphere._animate for sphere in sphere_list if sphere._animate] + ) + ) + return cls( + positions=new_positions, + color=sphere_list[0].color, + radius=sphere_list[0].radius, + phiStart=sphere_list[0].phiStart, + phiEnd=sphere_list[0].phiEnd, + visible=sphere_list[0].visible, + clickable=sphere_list[0].clickable, + tooltip=sphere_list[0].tooltip, + ) + + +@dataclass +class Ellipsoids(Primitive): + """ + Create a set of ellipsoids. All ellipsoids will have the same color, radius and + segment size (if only drawing a section of a ellipsoid). + :param scale: This is the scale to apply to the x,y and z axis of the ellipsoid prior to rotation to the target axes + :param positions: This is a list of lists corresponding to the vector + positions of the ellipsoids. + :param rotate_to: This is a list of vectors that specify the direction the major axis of the ellipsoid should point towards. The major axis is the z-axis: (0,0,1) + :param color: Ellipsoid color as a hexadecimal string, e.g. #ff0000 + :param phiStart: Start angle in radians if drawing only a section of the + ellipsoid, defaults to 0 + :param phiEnd: End angle in radians if drawing only a section of the + ellipsoid, defaults to 2*pi + :param visible: If False, will hide the object by default. + :param reference: name to reference the primitive for callback + :param clickable: if true, allows this primitive to be clicked + and trigger and event + """ + + scale: List[float] + positions: List[List[float]] + rotate_to: List[List[float]] + _animate: Optional[List[List[float]]] = None + color: Optional[str] = None + phiStart: Optional[float] = None + phiEnd: Optional[float] = None + type: str = field(default="ellipsoids", init=False) # private field + visible: bool = None + clickable: bool = False + reference: Optional[str] = None + _meta: Any = None + + @property + def key(self): + return f"ellipsoid_{self.color}_{self.scale}_{self.phiStart}_{self.phiEnd}" + + @classmethod + def merge(cls, ellipsoid_list): + new_positions = list( + chain.from_iterable([ellipsoid.positions for ellipsoid in ellipsoid_list]) + ) + rotate_to = list( + chain.from_iterable([ellipsoid.rotate_to for ellipsoid in ellipsoid_list]) + ) + new__animate = list( + chain.from_iterable( + [ + ellipsoid._animate + for ellipsoid in ellipsoid_list + if ellipsoid._animate + ] + ) + ) + + return cls( + positions=new_positions, + rotate_to=rotate_to, + _animate=new__animate, + scale=ellipsoid_list[0].scale, + color=ellipsoid_list[0].color, + phiStart=ellipsoid_list[0].phiStart, + phiEnd=ellipsoid_list[0].phiEnd, + visible=ellipsoid_list[0].visible, + ) + + +@dataclass +class Cylinders(Primitive): + """ + Create a set of cylinders. All cylinders will have the same color and + radius. + :param positionPairs: This is a list of pairs of lists corresponding to the + start and end position of the cylinder. + :param color: Cylinder color as a hexadecimal string, e.g. #ff0000 + :param radius: The radius of the cylinder, defaults to 1. + :param visible: If False, will hide the object by default. + :param reference: name to reference the primitive for callback + :param clickable: if true, allows this primitive to be clicked + and trigger and event + """ + + positionPairs: List[List[List[float]]] + _animate: Optional[List[List[List[float]]]] = None + color: Optional[str] = None + radius: Optional[float] = None + type: str = field(default="cylinders", init=False) # private field + visible: bool = None + tooltip: str = None + clickable: bool = False + reference: Optional[str] = None + _meta: Any = None + + @property + def key(self): + return f"cylinder_{self.color}_{self.radius}_{self.reference}" + + @classmethod + def merge(cls, cylinder_list): + + new_positionPairs = list( + chain.from_iterable([cylinder.positionPairs for cylinder in cylinder_list]) + ) + new__animate = list( + chain.from_iterable( + [cylinder._animate for cylinder in cylinder_list if cylinder._animate] + ) + ) + + return cls( + positionPairs=new_positionPairs, + color=cylinder_list[0].color, + radius=cylinder_list[0].radius, + visible=cylinder_list[0].visible, + ) + + @property + def bounding_box(self) -> List[List[float]]: + x, y, z = zip(*chain.from_iterable(self.positionPairs)) + return [[min(x), min(y), min(z)], [min(x), min(y), min(z)]] + + +@dataclass +class Cubes(Primitive): + """ + Create a set of cubes. All cubes will have the same color and width. + :param positions: This is a list of lists corresponding to the vector + positions of the cubes. + :param color: Cube color as a hexadecimal string, e.g. #ff0000 + :param width: The width of the cube, defaults to 1. + :param visible: If False, will hide the object by default. + :param reference: name to reference the primitive for callback + :param clickable: if true, allows this primitive to be clicked + and trigger and event + """ + + positions: List[List[float]] + _animate: Optional[List[List[float]]] = None + color: Optional[str] = None + width: Optional[float] = None + type: str = field(default="cubes", init=False) # private field + visible: bool = None + clickable: bool = False + reference: Optional[str] = None + _meta: Any = None + + @property + def key(self): + return f"cube_{self.color}_{self.width}_{self.reference}" + + @classmethod + def merge(cls, cube_list): + new_positions = list( + chain.from_iterable([cube.positions for cube in cube_list]) + ) + new__animate = list( + chain.from_iterable([cube._animate for cube in cube_list if cube._animate]) + ) + return cls( + positions=new_positions, + color=cube_list[0].color, + width=cube_list[0].width, + visible=cube_list[0].visible, + ) + + +@dataclass +class Lines(Primitive): + """ + Create a set of lines. All lines will have the same color, thickness and + (optional) dashes. + :param positions: This is a list of lists corresponding to the positions of + the lines. Each consecutive pair of vectors corresponds to the start and end + position of a line segment (line segments do not have to be joined + together). + :param color: Line color as a hexadecimal string, e.g. #ff0000 + :param linewidth: The width of the line, defaults to 1 + :param scale: Optional, if provided will set a global scale for line dashes. + :param dashSize: Optional, if provided will specify length of line dashes. + :param gapSize: Optional, if provided will specify gap between line dashes. + :param visible: If False, will hide the object by default. + :param reference: name to reference the primitive for callback + :param clickable: if true, allows this primitive to be clicked + and trigger and event + """ + + positions: List[List[float]] + _animate: Optional[List[List[float]]] = None + color: str = None + linewidth: float = None + scale: float = None + dashSize: float = None + gapSize: float = None + type: str = field(default="lines", init=False) # private field + visible: bool = None + clickable: bool = False + reference: Optional[str] = None + _meta: Any = None + + @property + def key(self): + return f"line_{self.color}_{self.linewidth}_{self.dashSize}_{self.gapSize}_{self.reference}" + + @classmethod + def merge(cls, line_list): + new_positions = list( + chain.from_iterable([line.positions for line in line_list]) + ) + new__animate = list( + chain.from_iterable([line._animate for line in line_list if line._animate]) + ) + return cls( + positions=new_positions, + color=line_list[0].color, + linewidth=line_list[0].linewidth, + scale=line_list[0].scale, + dashSize=line_list[0].dashSize, + gapSize=line_list[0].gapSize, + visible=line_list[0].visible, + ) + + +@dataclass +class Surface: + """ + Define a surface by its vertices. Please also provide normals if known. + Opacity can be set to enable transparency, but note that the current + Three.js renderer doesn't support nested transparent objects very well. + """ + + positions: List[List[float]] + _animate: Optional[List[List[float]]] = None + normals: Optional[List[List[float]]] = None + color: str = None + opacity: float = None + show_edges: bool = False + type: str = field(default="surface", init=False) # private field + visible: bool = None + clickable: bool = False + reference: Optional[str] = None + _meta: Any = None + + @property + def bounding_box(self) -> List[List[float]]: + # Not used in the calculation of the bounding box + return [[0, 0, 0], [0, 0, 0]] + + +@dataclass +class Convex: + """ + Create a surface from the convex hull formed by list of points. Note that + at least four points must be specified. The current Three.js renderer uses + the QuickHull algorithm. Opacity can be set to enable transparency, but note + that the current Three.js renderer doesn't support nested transparent + objects very well. + """ + + positions: List[List[float]] + _animate: Optional[List[List[float]]] = None + color: str = None + opacity: float = None + type: str = field(default="convex", init=False) # private field + visible: bool = None + clickable: bool = False + reference: Optional[str] = None + _meta: Any = None + + @property + def bounding_box(self) -> List[List[float]]: + # Not used in the calculation of the bounding box + return [[0, 0, 0], [0, 0, 0]] + + +@dataclass +class Arrows(Primitive): + """ + Create a set of arrows. All arrows will have the same color radius and + head shape. + :param positionPairs: This is a list of pairs of lists corresponding to the + start and end position of the cylinder. + :param color: Cylinder color as a hexadecimal string, e.g. #ff0000 + :param radius: The radius of the cylinder, defaults to 1. + :param visible: If False, will hide the object by default. + :param reference: name to reference the primitive for callback + :param clickable: if true, allows this primitive to be clicked + and trigger and event + """ + + positionPairs: List[List[List[float]]] + _animate: Optional[List[List[List[float]]]] = None + color: Optional[str] = None + radius: Optional[float] = None + headLength: Optional[float] = None + headWidth: Optional[float] = None + type: str = field(default="arrows", init=False) # private field + visible: bool = None + clickable: bool = False + reference: Optional[str] = None + _meta: Any = None + + @property + def key(self): + return f"arrow_{self.color}_{self.radius}_{self.headLength}_{self.headWidth}_{self.reference}" + + @classmethod + def merge(cls, arrow_list): + new_positionPairs = list( + chain.from_iterable([arrow.positionPairs for arrow in arrow_list]) + ) + new__animate = list( + chain.from_iterable( + [arrow._animate for arrow in arrow_list if arrow._animate] + ) + ) + return cls( + positionPairs=new_positionPairs, + color=arrow_list[0].color, + radius=arrow_list[0].radius, + headLength=arrow_list[0].headLength, + headWidth=arrow_list[0].headWidth, + visible=arrow_list[0].visible, + ) + + @property + def bounding_box(self) -> List[List[float]]: + x, y, z = zip(*chain.from_iterable(self.positionPairs)) + return [[min(x), min(y), min(z)], [min(x), min(y), min(z)]] + + +@dataclass +class Label: + """ + Add a label to an object. + """ + + label: str + labelHover: str = None + position: List[List[float]] = None + type: str = field(default="labels", init=False) # private field + visible: bool = None + clickable: bool = False + reference: Optional[str] = None + _meta: Any = None + + +@dataclass +class Bezier: + """ + A tube shaped by Bézier control points. + """ + + controlPoints: List[List[List[float]]] = None + color: List[str] = None + radius: List[float] = None + type: str = field(default="bezier", init=False) # private field + visible: bool = None + clickable: bool = False + reference: Optional[str] = None + _meta: Any = None diff --git a/build/lib/crystal_toolkit/core/tests/__init__.py b/build/lib/crystal_toolkit/core/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/build/lib/crystal_toolkit/core/tests/test_legend.py b/build/lib/crystal_toolkit/core/tests/test_legend.py new file mode 100644 index 00000000..d275e5f5 --- /dev/null +++ b/build/lib/crystal_toolkit/core/tests/test_legend.py @@ -0,0 +1,173 @@ +from crystal_toolkit.core.legend import Legend + +from pymatgen.core.structure import Structure +from pymatgen.core.lattice import Lattice + + +class TestLegend: + def setup_method(self, method): + + self.struct = Structure( + Lattice.cubic(5), + ["H", "O", "In"], + [[0, 0, 0], [0.5, 0.5, 0.5], [0.5, 0, 0]], + site_properties={ + "example_site_prop": [5, 0, -3], + "example_categorical_site_prop": ["4a", "4a", "8b"], + }, + ) + + self.site0 = self.struct[0] + self.sp0 = list(self.site0.species.keys())[0] + + self.site1 = self.struct[1] + self.sp1 = list(self.site1.species.keys())[0] + + self.site2 = self.struct[2] + self.sp2 = list(self.site2.species.keys())[0] + + self.struct_disordered = Structure( + Lattice.cubic(5), + ["H", "O", {"In": 0.5, "Al": 0.5}], + [[0, 0, 0], [0.5, 0.5, 0.5], [0.5, 0, 0]], + site_properties={"example_site_prop": [5, 0, -3]}, + ) + + self.site_d = self.struct_disordered[2] + self.site_d_sp0 = list(self.site_d.species.keys())[0] + self.site_d_sp1 = list(self.site_d.species.keys())[1] + + self.struct_manual = Structure( + Lattice.cubic(5), + ["H", "O2-", "In"], + [[0, 0, 0], [0.5, 0.5, 0.5], [0.5, 0, 0]], + site_properties={"display_color": [[255, 0, 0], "blue", "#00ff00"]}, + ) + + def test_get_color(self): + + # test default + + legend = Legend(self.struct, color_scheme="VESTA") + + color = legend.get_color(self.sp0) + assert color == "#ffcccc" + + # element-based color schemes shouldn't change if you supply a site + color = legend.get_color(self.sp0, site=self.site0) + assert color == "#ffcccc" + + color = legend.get_color(self.sp2) + assert color == "#a67573" + + assert legend.get_legend()["colors"] == { + "#a67573": "In", + "#fe0300": "O", + "#ffcccc": "H", + } + + # test alternate + + legend = Legend(self.struct, color_scheme="Jmol") + + color = legend.get_color(self.sp0) + assert color == "#ffffff" + + assert legend.get_legend()["colors"] == { + "#a67573": "In", + "#ff0d0d": "O", + "#ffffff": "H", + } + + # test coloring by site properties + + legend = Legend(self.struct, color_scheme="example_site_prop") + + color = legend.get_color(self.sp0, site=self.site0) + assert color == "#b30326" + + color = legend.get_color(self.sp1, site=self.site1) + assert color == "#dddcdb" + + color = legend.get_color(self.sp2, site=self.site2) + assert color == "#7b9ef8" + + assert legend.get_legend()["colors"] == { + "#7b9ef8": "-3.00", + "#b30326": "5.00", + "#dddcdb": "0.00", + } + + # test accessible + + legend = Legend(self.struct, color_scheme="accessible") + + color = legend.get_color(self.sp0, site=self.site0) + assert color == "#ffffff" + + color = legend.get_color(self.sp1, site=self.site1) + assert color == "#d55e00" + + color = legend.get_color(self.sp2, site=self.site2) + assert color == "#cc79a7" + + assert legend.get_legend()["colors"] == { + "#cc79a7": "In", + "#d55e00": "O", + "#ffffff": "H", + } + + # test disordered + + legend = Legend(self.struct_disordered) + + color = legend.get_color(self.site_d_sp0, site=self.site_d) + assert color == "#a67573" + + color = legend.get_color(self.site_d_sp1, site=self.site_d) + assert color == "#bfa6a6" + + assert legend.get_legend()["colors"] == { + "#a67573": "In", + "#bfa6a6": "Al", + "#ff0d0d": "O", + "#ffffff": "H", + } + + # test categorical + + legend = Legend(self.struct, color_scheme="example_categorical_site_prop") + + assert legend.get_legend()["colors"] == {"#377eb8": "8b", "#e41a1c": "4a"} + + # test pre-defined + + legend = Legend(self.struct_manual) + + assert legend.get_legend()["colors"] == { + "#0000ff": "O2-", + "#00ff00": "In", + "#ff0000": "H", + } + + def test_get_radius(self): + + legend = Legend(self.struct, radius_scheme="uniform") + + assert legend.get_radius(sp=self.sp0) == 0.5 + + legend = Legend(self.struct, radius_scheme="covalent") + + assert legend.get_radius(sp=self.sp1) == 0.66 + + legend = Legend(self.struct, radius_scheme="specified_or_average_ionic") + + assert legend.get_radius(sp=self.sp2) == 0.94 + + def test_msonable(self): + + legend = Legend(self.struct) + legend_dict = legend.as_dict() + legend_from_dict = Legend.from_dict(legend_dict) + + assert legend.get_legend() == legend_from_dict.get_legend() diff --git a/build/lib/crystal_toolkit/defaults.json b/build/lib/crystal_toolkit/defaults.json new file mode 100644 index 00000000..17e4478d --- /dev/null +++ b/build/lib/crystal_toolkit/defaults.json @@ -0,0 +1,21 @@ +{ + "scene": { + "Cylinders": { + "color": "#000000", + "radius": 0.15 + }, + "Lines": { + "color": "#000000", + "linewidth": 3.0 + }, + "Surfaces": { + "color": "#6495ed", + "opacity": 0.5, + "edge_width" : 0.2 + }, + "Spheres": { + "color": "#000000", + "radius": 0.5 + } + } +} \ No newline at end of file diff --git a/build/lib/crystal_toolkit/helpers/__init__.py b/build/lib/crystal_toolkit/helpers/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/build/lib/crystal_toolkit/helpers/asymptote_renderer.py b/build/lib/crystal_toolkit/helpers/asymptote_renderer.py new file mode 100644 index 00000000..f2fbcfa1 --- /dev/null +++ b/build/lib/crystal_toolkit/helpers/asymptote_renderer.py @@ -0,0 +1,399 @@ +""" +Export wrapper for asymptote (ASY) +For creating publication quality plots +Since ASY does not have the nested tree structure of threejs, +we just have to traverse the tree and draw each material as we see them. + +TODO The code should also appends a set of special points at the end in case the user wants to add more "hand drawn" features to the plot + +""" +import logging +from itertools import chain + +from jinja2 import Environment + +from pymatgen.core.structure import Structure, Molecule +from pymatgen.analysis.graphs import StructureGraph +from crystal_toolkit.helpers.utils import update_object_args + +logger = logging.getLogger(__name__) + +HEAD = """ +import settings; +import solids; +size(300); +outformat="png"; +defaultshininess = 0.8; +currentlight = light(0,0,400); + +// Camera information +currentprojection=orthographic ( +camera=(8,5,4), +up=(0,0,1), +target={{target}}, +zoom=0.5 +); + +// Basic function for drawing spheres +void drawSpheres(triple[] C, real R, pen p=currentpen){ + for(int i=0;i for each vertex. The smallest + # normalized vertex contians the three lines that should be dashed + + +def filter_data(scene_data, fstream): + """ + Recursively traverse the scene_data dictionary to find objects to draw + """ + if "type" in scene_data.keys(): + asy_write_data(scene_data, fstream) + else: + for itr in scene_data["contents"]: + filter_data(itr, fstream) + + +def traverse_scene_object(scene_data, fstream): + """ + Traverse object + """ + for sub_object in scene_data.contents: + if isinstance(sub_object, list): + for iobj in sub_object: + traverse_scene_object(iobj) + continue + elif hasattr(sub_object, "type"): + asy_write_data(sub_object, fstream) + else: + traverse_scene_object(sub_object, fstream) + + +def write_ctk_scene_to_file(ctk_scene, file_name): + """ + ctk_scene : Scene object from crystaltoolkit + filename : Output asymptote file and location + """ + fstream = open(file_name, "w") + target = tuple(-ii for ii in ctk_scene.origin) + header = Environment().from_string(HEAD).render(target=target) + fstream.write(header) + traverse_scene_object(ctk_scene, fstream) + fstream.close() + + +def write_asy_file(renderable_object, file_name, **kwargs): + """ + Generate the scene object and write it to file + + Args: + renderable_object: Object to be rendered + file_name: name of file + """ + if isinstance(renderable_object, Structure) or isinstance( + renderable_object, StructureGraph + ): + kwargs["explicitly_calculate_polyhedra_hull"] = True + write_ctk_scene_to_file(renderable_object.get_scene(**kwargs), file_name) diff --git a/build/lib/crystal_toolkit/helpers/layouts.py b/build/lib/crystal_toolkit/helpers/layouts.py new file mode 100644 index 00000000..aee59057 --- /dev/null +++ b/build/lib/crystal_toolkit/helpers/layouts.py @@ -0,0 +1,484 @@ +import os +import warnings +from typing import Any, Dict, List, Optional, Union + +import dash_core_components as dcc +import dash_html_components as html +from habanero import content_negotiation +from monty.serialization import dumpfn, loadfn + +from crystal_toolkit import MODULE_PATH +from crystal_toolkit.settings import SETTINGS + +BULMA_CSS = { + "external_url": "https://cdnjs.cloudflare.com/ajax/libs/bulma/0.7.2/css/bulma.min.css" +} + +FONT_AWESOME_CSS = { + "external_url": "https://use.fontawesome.com/releases/v5.6.3/css/all.css" +} + +PRIMARY_COLOR = "hsl(171, 100%, 41%)" + +# TODO: change "kind" kwarg to list / group is- modifiers together? + +""" +Helper methods to make working with Bulma classes easier. +""" + + +def _update_css_class(kwargs, class_name): + """ + Convenience function to update className while respecting + any additional classNames already set. + """ + if "className" in kwargs: + kwargs["className"] += f" {class_name}" + else: + kwargs["className"] = class_name + + +class Section(html.Div): + def __init__(self, *args, **kwargs): + _update_css_class(kwargs, "section") + super().__init__(*args, **kwargs) + + +class Container(html.Div): + def __init__(self, *args, **kwargs): + _update_css_class(kwargs, "container") + super().__init__(*args, **kwargs) + + +class Columns(html.Div): + def __init__( + self, + *args, + desktop_only=False, + centered=False, + gapless=False, + multiline=False, + **kwargs, + ): + _update_css_class(kwargs, "columns") + if desktop_only: + kwargs["className"] += " is-desktop" + if centered: + kwargs["className"] += " is-centered" + if gapless: + kwargs["className"] += " is-gapless" + if multiline: + kwargs["className"] += " is-multiline" + super().__init__(*args, **kwargs) + + +class Column(html.Div): + def __init__(self, *args, size=None, offset=None, narrow=False, **kwargs): + _update_css_class(kwargs, "column") + if size: + kwargs["className"] += f" is-{size}" + if offset: + kwargs["className"] += f" -is-offset-{size}" + if narrow: + kwargs["className"] += " is-narrow" + super().__init__(*args, **kwargs) + + +class Button(html.Button): + def __init__(self, *args, kind=None, size="normal", **kwargs): + _update_css_class(kwargs, f"button is-{size}") + if kind: + kwargs["className"] += f" is-{kind}" + super().__init__(*args, **kwargs) + + +class Error(html.Div): + def __init__(self, *args, **kwargs): + _update_css_class(kwargs, "notification is-danger") + super().__init__(*args, **kwargs) + + +class MessageContainer(html.Article): + def __init__(self, *args, kind="warning", size="normal", **kwargs): + if kind: + _update_css_class(kwargs, f"message is-{kind} is-{size}") + else: + _update_css_class(kwargs, f"message is-{size}") + super().__init__(*args, **kwargs) + + +class MessageHeader(html.Div): + def __init__(self, *args, **kwargs): + _update_css_class(kwargs, "message-header") + super().__init__(*args, **kwargs) + + +class MessageBody(html.Div): + def __init__(self, *args, **kwargs): + _update_css_class(kwargs, "message-body") + super().__init__(*args, **kwargs) + + +class Icon(html.Span): + def __init__(self, kind="download", fill="s", *args, **kwargs): + """ + Font-awesome icon. Good options for kind are "info-circle", + "question-circle", "book", "code". + """ + _update_css_class(kwargs, "icon") + if "fontastic" not in kind: + # fontawesome styles (pre-distributed icons, e.g. download) + super().__init__(html.I(className=f"fa{fill} fa-{kind}"), *args, **kwargs) + else: + # fontastic styles (custom icons, e.g. the MP app icons) + super().__init__(html.I(className=kind), *args, **kwargs) + + +class Footer(html.Footer): + def __init__(self, *args, **kwargs): + _update_css_class(kwargs, "footer") + super().__init__(*args, **kwargs) + + +class Spinner(html.Button): + def __init__(self, *args, **kwargs): + _update_css_class(kwargs, "button is-primary is-loading") + kwargs["style"] = {"width": "35px", "height": "35px", "borderRadius": "35px"} + kwargs["aria-label"] = "Loading" + super().__init__(*args, **kwargs) + + +class Box(html.Div): + def __init__(self, *args, **kwargs): + _update_css_class(kwargs, "box") + super().__init__(*args, **kwargs) + + +class H1(html.H1): + def __init__(self, *args, subtitle=False, **kwargs): + if subtitle: + _update_css_class(kwargs, "subtitle is-1") + else: + _update_css_class(kwargs, "title is-1") + super().__init__(*args, **kwargs) + + +class H2(html.H2): + def __init__(self, *args, subtitle=False, **kwargs): + if subtitle: + _update_css_class(kwargs, "subtitle is-2") + else: + _update_css_class(kwargs, "title is-2") + super().__init__(*args, **kwargs) + + +class H3(html.H3): + def __init__(self, *args, subtitle=False, **kwargs): + if subtitle: + _update_css_class(kwargs, "subtitle is-3") + else: + _update_css_class(kwargs, "title is-3") + super().__init__(*args, **kwargs) + + +class H4(html.H4): + def __init__(self, *args, subtitle=False, **kwargs): + if subtitle: + _update_css_class(kwargs, "subtitle is-4") + else: + _update_css_class(kwargs, "title is-4") + super().__init__(*args, **kwargs) + + +class H5(html.H5): + def __init__(self, *args, subtitle=False, **kwargs): + if subtitle: + _update_css_class(kwargs, "subtitle is-5") + else: + _update_css_class(kwargs, "title is-5") + super().__init__(*args, **kwargs) + + +class H6(html.H6): + def __init__(self, *args, subtitle=False, **kwargs): + if subtitle: + _update_css_class(kwargs, "subtitle is-6") + else: + _update_css_class(kwargs, "title is-6") + super().__init__(*args, **kwargs) + + +class Tag(html.Div): + def __init__( + self, + tag, + tag_type="primary", + tag_addon=None, + tag_addon_type="primary", + size="normal", + *args, + **kwargs, + ): + _update_css_class(kwargs, "tags") + tags = [html.Span(tag, className=f"tag is-{tag_type} is-{size}")] + if tag_addon: + tags.append( + html.Span(tag_addon, className=f"tag is-{tag_addon_type} is-{size}") + ) + kwargs["className"] += " has-addons" + super().__init__(tags, *args, **kwargs) + + +class TagContainer(html.Div): + def __init__(self, tags: List[Tag], *args, **kwargs): + _update_css_class(kwargs, "field is-grouped is-grouped-multiline") + tags = [html.Div(tag, className="control") for tag in tags] + super().__init__(tags, *args, **kwargs) + + +class Textarea(html.Textarea): + def __init__(self, *args, **kwargs): + _update_css_class(kwargs, "textarea") + super().__init__(*args, **kwargs) + + +class Reveal(html.Details): + def __init__(self, children=None, id=None, summary_id=None, title=None, **kwargs): + if children is None: + children = ["Loading..."] + if id is None and isinstance(title, str): + id = title + if isinstance(title, str): + title = H4( + title, style={"display": "inline-block", "verticalAlign": "middle"} + ) + contents_id = f"{id}_contents" if id else None + summary_id = summary_id or f"{id}_summary" + kwargs["style"] = {"marginBottom": "1rem"} + super().__init__( + [ + html.Summary(title, id=summary_id), + html.Div( + children, + id=contents_id, + style={"marginTop": "0.5rem", "marginLeft": "1.1rem"}, + ), + ], + id=id, + **kwargs, + ) + + +class Label(html.Label): + def __init__(self, *args, **kwargs): + _update_css_class(kwargs, "label") + super().__init__(*args, **kwargs) + + +class Modal(html.Div): + def __init__(self, children=None, id=None, active=False, **kwargs): + _update_css_class(kwargs, "modal") + if active: + kwargs["className"] += " is-active" + super().__init__( + [ + html.Div(className="modal-background"), + html.Div( + children=children, id=f"{id}_contents", className="modal-contents" + ), + html.Button(id=f"{id}_close", className="modal-close is-large"), + ], + **kwargs, + ) + + +class Field(html.Div): + def __init__( + self, *args, addons=False, grouped=False, grouped_multiline=False, **kwargs + ): + _update_css_class(kwargs, "field") + if addons: + kwargs["className"] += " has-addons" + if grouped: + kwargs["className"] += " is-grouped" + if grouped_multiline: + kwargs["className"] += " is-grouped-multiline" + super().__init__(*args, **kwargs) + + +class Control(html.Div): + """ + Control tag to wrap form elements, + see https://bulma.io/documentation/form/general/ + """ + + def __init__(self, *args, **kwargs): + _update_css_class(kwargs, "control") + super().__init__(*args, **kwargs) + + +def get_tooltip( + tooltip: html.Div, tooltip_text: str, underline: bool = True +) -> html.Div: + """ + Add a tooltip, typically for help text. + :param tooltip: element to apply tooltip to + :param tooltip_text: text to show on hover + :param underline: whether to show hint that element provides tooltip functionality + :return: html.Div + """ + if underline: + style = None + else: + style = {"borderBottom": "0px"} + + return html.Div( + [tooltip, html.Span(tooltip_text, className="tooltiptext")], + className="tooltip", + style=style, + ) + + +def get_data_list(data: Dict[str, str]): + """ + Show a formatted table of data items. + :param data: dictionary of label, value pairs + :return: html.Div + """ + contents = [] + for title, value in data.items(): + if isinstance(title, str): + title = Label(title) + contents.append( + html.Tr( + [ + html.Td(title, style={"vertical-align": "middle"}), + html.Td(value, style={"vertical-align": "middle"}), + ] + ) + ) + return html.Table([html.Tbody(contents)], className="table") + + +def get_table(rows: List[List[Any]], header: Optional[List[str]] = None) -> html.Table: + """ + Create a HTML table from a list of elements. + :param rows: list of list of cell contents + :return: html.Table + """ + contents = [] + for row in rows: + contents.append(html.Tr([html.Td(item) for item in row])) + if not header: + return html.Table([html.Tbody(contents)], className="table") + else: + header = html.Thead([html.Tr([html.Th(item) for item in header])]) + return html.Table([header, html.Tbody(contents)], className="table") + + +DOI_CACHE = loadfn(MODULE_PATH / "apps/assets/doi_cache.json") + + +def cite_me( + doi: str = None, manual_ref: str = None, cite_text: str = "Cite me" +) -> html.Div: + """ + Create a button to show users how to cite a particular resource. + :param doi: DOI + :param manual_ref: If DOI not available + :param cite_text: Text to show as button label + :return: A button + """ + if doi: + if doi in DOI_CACHE: + ref = DOI_CACHE[doi] + else: + try: + ref = content_negotiation(ids=doi, format="text", style="ieee")[3:] + DOI_CACHE[doi] = ref + dumpfn(DOI_CACHE, MODULE_PATH / "apps/assets/doi_cache.json") + except Exception as exc: + print("Error retrieving DOI", doi, exc) + ref = f"DOI: {doi}" + tooltip_text = f"If this analysis is useful, please cite {ref}" + elif manual_ref: + warnings.warn("Please use the DOI if available.") + tooltip_text = ( + f"If this analysis is useful, please cite the " + f"relevant publication: {manual_ref}" + ) + else: + tooltip_text = ( + f"If this analysis is useful, please cite the " + f"relevant publication (publication pending)." + ) + + reference_button = html.A( + [ + Button( + [Icon(kind="book"), html.Span(cite_text)], + size="small", + kind="link", + style={"height": "1.5rem"}, + ) + ], + href=f"https://dx.doi.org/{doi}", + target="_blank", + ) + + with_tooltip = get_tooltip(reference_button, tooltip_text, underline=False) + + return with_tooltip + + +def add_label_help(input, label, help): + + if (not label) and (not help): + return input + + contents = [] + if label and not help: + contents.append(html.Label(label, className="mpc-label")) + if label and help: + contents.append( + get_tooltip(html.Label(label, className="mpc-label"), dcc.Markdown(help)) + ) + contents.append(input) + + return html.Div( + contents, + style={ + "display": "inline-block", + "padding-right": "1rem", + "vertical-align": "top", + }, + ) + + +class Loading(dcc.Loading): + def __init__(self, *args, **kwargs): + + super().__init__( + *args, color=PRIMARY_COLOR, type="dot", debug=SETTINGS.DEBUG_MODE, **kwargs + ) + + +def get_breadcrumb(parts): + + if not parts: + return html.Div() + + breadcrumbs = html.Nav( + html.Ul( + [ + html.Li( + dcc.Link(name, href=link), + className=(None if idx != len(parts) - 1 else "is-active"), + ) + for idx, (name, link) in enumerate(parts.items()) + ] + ), + className="breadcrumb", + ) + + return breadcrumbs diff --git a/build/lib/crystal_toolkit/helpers/povray_renderer.py b/build/lib/crystal_toolkit/helpers/povray_renderer.py new file mode 100644 index 00000000..923af8a4 --- /dev/null +++ b/build/lib/crystal_toolkit/helpers/povray_renderer.py @@ -0,0 +1,246 @@ +""" +Export wrapper for POV-Ray +For creating publication quality plots +""" +from jinja2 import Environment +from crystal_toolkit.components.structure import StructureMoleculeComponent + +HEAD = """ +#version 3.7 ; +global_settings { assumed_gamma 1.8 + ambient_light rgb<1, 1, 1> +} +background { rgb 0. } // Set the background to black + +/* +Create an Atom object along with some textures. +The arguments are: Atom( position, radius, color, finish ) +*/ + +#declare plastic_atom_finish = finish { + specular 0.2 + roughness 0.001 + ambient 0.075 + diffuse 0.55 + brilliance 1.5 + conserve_energy + } + +#macro Atom (P1, R1, C1, F1) + #local T = texture { + pigment { C1 } + finish { F1 } + } + sphere { P1, R1 texture {T} no_shadow } +#end + +""" + +CAMERA=""" +/* +Define the camera and the view of the atoms +*/ + +camera { + orthographic + location + look_at + sky <0, 0, 1> +} + +""" + +LIGHTS=""" +/* +Define light sources to illuminate the atoms. For visualizing mediam +media_interaction and media_attenuation are set to "off" so voxel +data is rendered to be transparent. Lights are automatically oriented +with respect to the camera position. +*/ + +// Overhead light source +light_source { + <0, 0, 10> + color rgb <1,1,1>*0.5 + parallel + point_at *0.5 + media_interaction off + media_attenuation off +} + +// Rear (forward-facing) light source +light_source { + < (i-ii), (j-jj), (k-kk)>*4 + color rgb <1,1,1> * 0.5 + parallel + point_at + media_interaction off + media_attenuation off +} + +// Left light source +light_source { + <( (i-ii)*cos(60*pi/180) - (j-jj)*sin(60*pi/180) ), ( (i-ii)*sin(60*pi/180) + (j-jj)*cos(60*pi/180) ), k> + color rgb <1,1,1>*0.5 + parallel + point_at + media_interaction off + media_attenuation off +} + +// Right light source +light_source { + <( (i-ii)*cos(-60*pi/180) - (j-jj)*sin(-60*pi/180) ), ( (i-ii)*sin(-60*pi/180) + (j-jj)*cos(-60*pi/180) ), k> + color rgb <1,1,1>*0.5 + parallel + point_at + media_interaction off + media_attenuation off +} + +""" + +TEMP_SPHERE = """ +// Draw atoms in the scene + +{% for val in positions -%} +Atom(<{{val}}>, {{radius}}, {{color}}, plastic_atom_finish) +{% endfor %} +""" + +TEMP_CYLINDER = """ +// Draw bonds between atoms in the scene + +#declare bond_texture = texture { pigment { {{color}} } finish { plastic_atom_finish } }; + +{% for ipos, fpos in posPairs -%} +cylinder { <{{ipos}}>, <{{fpos}}>, 0.1 texture { bond_texture } no_shadow } +{% endfor %} +""" + +TEMP_LINE = """ +// Draw the edges of the supercell in the scene + +#declare bbox = texture { pigment { rgb <1,1,1> } } + +{% for ipos, fpos in posPairs -%} +cylinder {<{{ipos}}>, <{{fpos}}>, 0.02 texture {bbox} no_shadow} +{% endfor %} + +{% for val in cylCaps -%} +sphere {<{{val}}>, 0.02 texture {bbox} no_shadow} +{% endfor %} +""" + +def pov_write_data(input_scene_comp, fstream): + """ + parse a primitive display object in crystaltoolkit and print it to POV-Ray + input_scene_comp + fstream + """ + + vect = "{:.4f},{:.4f},{:.4f}" + + if input_scene_comp["type"] == "spheres": + # Render atoms + positions = input_scene_comp["positions"] + positions = [vect.format( *pos ) for pos in positions] + color = input_scene_comp["color"].replace("#", "") + color = tuple(int(color[i:i+2], 16)/255. for i in (0, 2, 4)) + color = "rgb<" + vect.format( *color ) + ">" + + fstream.write( + Environment() + .from_string(TEMP_SPHERE) + .render( + positions=positions, + radius=input_scene_comp["radius"], + color=color, + ) + ) + + if input_scene_comp["type"] == "cylinders": + # Render bonds between atoms + posPairs = [ + [vect.format( *ipos ), vect.format( *fpos )] + for ipos, fpos in input_scene_comp["positionPairs"] + ] + color = input_scene_comp["color"].replace("#", "") + color = tuple(int(color[i:i+2], 16)/255. for i in (0, 2, 4)) + color = "rgb<" + vect.format( *color ) + ">" + fstream.write( + Environment() + .from_string(TEMP_CYLINDER) + .render(posPairs=posPairs, color=color) + ) + + if input_scene_comp["type"] == "lines": + # Render the cell + pos1, pos2 = ( + input_scene_comp["positions"][0::2], + input_scene_comp["positions"][1::2], + ) + cylCaps = set( [ tuple(pos) for pos in input_scene_comp["positions"] ] ) + cylCaps = [ vect.format( *pos ) for pos in cylCaps ] + posPairs = [[vect.format( *ipos ), vect.format( *fpos )] for ipos, fpos in zip(pos1, pos2)] + fstream.write(Environment().from_string(TEMP_LINE).render(posPairs=posPairs, cylCaps=cylCaps)) + + +def filter_data(scene_data, fstream): + """ + Recursively traverse the scene_data dictionary to find objects to draw + """ + if "type" in scene_data.keys(): + pov_write_data(scene_data, fstream) + else: + for itr in scene_data["contents"]: + filter_data(itr, fstream) + + +def write_pov_file(smc, file_name): + """ + smc : (StructureMoleculeComponent) + """ + fstream = open(file_name, "w") + fstream.write(HEAD) + fstream.write(CAMERA) + fstream.write(LIGHTS) + filter_data(smc.initial_scene_data, fstream) + fstream.close() + + fstream = open('render.ini', 'w') + render_settings = get_render_settings() + fstream.write( render_settings ) + fstream.close() + +def get_render_settings(file_name): + """ + Creates a POV-Ray render.ini file + """ + + image_name = file_name[:-4] + ".png" + + settings = """ +Input_File_Name = {:s} +Output_File_Name = {:s} +Display = 1 +# -- Option to switch on the density +Declare=render_density=0 # 0 = off, 1 = on +Quality = 9 +Height = 1200 +Width = 1600 +# -- Uncomment below for higher quality rendering +Antialias = On +Antialias_Threshold = 0.01 +Antialias_Depth = 4 +Jitter_Amount = 1.0 +# -- Set the camera position +Declare=i=8 +Declare=j=5 +Declare=k=4 +# -- Set the look_at position +Declare=ii=0 +Declare=jj=0 +Declare=kk=0 +""".format( file_name, image_name ) + return settings diff --git a/build/lib/crystal_toolkit/helpers/utils.py b/build/lib/crystal_toolkit/helpers/utils.py new file mode 100644 index 00000000..94d11760 --- /dev/null +++ b/build/lib/crystal_toolkit/helpers/utils.py @@ -0,0 +1,22 @@ +from crystal_toolkit import _DEFAULTS + +def update_object_args(d_args, object_name, allowed_args): + """Read dafault properties and overwrite them if user input exists + + Arguments: + d_args {dict} -- User defined properties + object_name {str} -- Name of object + allowed_kwargs {List[str]} -- Used to limit the data that is passed to pythreejs + + Returns: + Dictionary -- Properties of object after userinput and default values are considered + """ + obj_args = { + k: v + for k, v in (_DEFAULTS['scene'][object_name] or {}).items() + } + obj_args.update({ + k: v + for k, v in (d_args or {}).items() if k in allowed_args and v != None + }) + return obj_args \ No newline at end of file diff --git a/build/lib/crystal_toolkit/mpid_cache.json b/build/lib/crystal_toolkit/mpid_cache.json new file mode 100644 index 00000000..ef71924a --- /dev/null +++ b/build/lib/crystal_toolkit/mpid_cache.json @@ -0,0 +1 @@ +["mp-90", "mp-114", "mp-1055994", "mp-1056308", "mp-51", "mp-166", "mp-162", "mp-1", "mp-111", "mp-13", "mp-7755", "mp-100", "mp-150", "mp-146", "mp-7162", "mp-95", "mp-998866", "mp-1055940", "mp-23155", "mp-134", "mp-55", "mp-30", "mp-126", "mp-81", "mp-2", "mp-37", "mp-108", "mp-634659", "mp-753304", "mp-20071", "mp-129", "mp-75", "mp-998861", "mp-156", "mp-28", "mp-121", "mp-102", "mp-127", "mp-76", "mp-50", "mp-21", "mp-45", "mp-122", "mp-623511", "mp-151", "mp-70", "mp-135", "mp-124", "mp-62", "mp-8643", "mp-133", "mp-36", "mp-1055908", "mp-58", "mp-74", "mp-101", "mp-73", "mp-23", "mp-91", "mp-107", "mp-41", "mp-1056351", "mp-20483", "mp-1056857", "mp-836", "mp-1056900", "mp-22906", "mp-1104", "mp-370", "mp-1009548", "mp-1062", "mp-237", "mp-834", "mp-1018027", "mp-10", "mp-1500", "mp-286", "mp-823", "mp-1586", "mp-217", "mp-1002181", "mp-1315", "mp-1033", "mp-2621", "mp-1000", "mp-348", "mp-645", "mp-631", "mp-46", "mp-219", "mp-2624", "mp-23870", "mp-2664", "mp-1055", "mp-1529", "mp-1674", "mp-2381", "mp-145", "mp-1785", "mp-1058119", "mp-1408", "mp-23251", "mp-2599", "mp-2490", "mp-570891", "mp-10020", "mp-1918", "mp-23703", "mp-510403", "mp-1534", "mp-1857", "mp-1009819", "mp-2807", "mp-2114", "mp-1009769", "mp-1156", "mp-1057750", "mp-2563", "mp-749", "mp-13036", "mp-1766", "mp-2014", "mp-112", "mp-2796", "mp-931", "mp-2205", "mp-2222", "mp-2828", "mp-21394", "mp-1008986", "mp-1144", "mp-2052", "mp-284", "mp-295", "mp-712", "mp-899", "mp-1065", "mp-1820", "mp-24084", "mp-2744", "mp-1556", "mp-23152", "mp-601", "mp-22913", "mp-1883", "mp-2822", "mp-2853", "mp-460", "mp-1018165", "mp-131", "mp-933", "mp-436", "mp-1476", "mp-1794", "mp-22895", "mp-88", "mp-1525", "mp-1953", "mp-20969", "mp-22873", "mp-2547", "mp-1053", "mp-2691", "mp-343", "mp-22905", "mp-2658", "mp-437", "mp-682", "mp-1519", "mp-1352", "mp-21276", "mp-2186", "mp-1002182", "mp-985", "mp-10173", "mp-1948", "mp-22879", "mp-2756", "mp-2163", "mp-1505", "mp-22925", "mp-516", "mp-144", "mp-22899", "mp-574283", "mp-721", "mp-1164", "mp-614455", "mp-1102", "mp-542779", "mp-973835", "mp-1240", "mp-2229", 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"mp-2597", "mp-1058151", "mp-10764", "mp-1955", "mp-19736", "mp-1007", "mp-2423", "mp-13136", "mp-2086", "mp-2183", "mp-542583", "mp-139", "mp-991", "mp-19744", "mp-10044", "mp-1811", "mp-820", "mp-2442", "mp-19830", "mp-23295", "mp-2493", "mp-1093", "mp-1123", "mp-567597", "mp-1058689", "mp-1061123", "mp-1539", "mp-2384", "mp-1059160", "mp-22875", "mp-1837", "mp-2673", "mp-22898", "mp-12981", "mp-22866", "mp-2497", "mp-2724", "mp-8", "mp-940", "mp-2350", "mp-2534", "mp-519", "mp-10695", "mp-23259", "mp-2602", "mp-867", "mp-20736", "mp-1132", "mp-94", "mp-1327", "mp-2474", "mp-998903", "mp-22851", "mp-24721", "mp-600", "mp-2696", "mp-549", "mp-252", "mp-1415", "mp-132", "mp-2495", "mp-11546", "mp-2757", "mp-20411", "mp-2861", "mp-23299", "mp-948", "mp-2746", "mp-2489", "mp-972", "mp-2154", "mp-422", "mp-2730", "mp-614481", "mp-1894", "mp-20745", "mp-2491", "mp-79", "mp-1941", "mp-708", "mp-1009471", "mp-1096", "mp-1269", "mp-510374", "mp-770", "mp-1986", "mp-938", "mp-1660", "mp-2143", 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"mp-22862", "mp-2823", "mp-1056955", "mp-2323", "mp-291", "mp-1236", "mp-1138", "mp-1330", "mp-1101", "mp-2077", "mp-2472", "mp-1009720", "mp-2748", "mp-20457", "mp-232", "mp-82", "mp-215", "mp-22865", "mp-22926", "mp-23300", "mp-1453", "mp-1561", "mp-2228", "mp-23722", "mp-925", "mp-1865", "mp-448", "mp-515", "mp-875", "mp-1395", "mp-2104", "mp-22867", "mp-776", "mp-20132", "mp-1610", "mp-2795", "mp-8062", "mp-2548", "mp-2818", "mp-305", "mp-2132", "mp-2159", "mp-32", "mp-20340", "mp-387", "mp-6933", "mp-1018157", "mp-22922", "mp-570", "mp-20012", "mp-2566", "mp-994", "mp-19184", "mp-2634", "mp-1057979", "mp-1580", "mp-2027", "mp-18905", "mp-1058549", "mp-1688", "mp-1719", "mp-23193", "mp-406", "mp-1057818", "mp-1086", "mp-2316", "mp-2778", "mp-1058171", "mp-2857", "mp-1708", "mp-1748", "mp-21462", "mp-2636", "mp-84", "mp-11841", "mp-1059", "mp-20943", "mp-20997", "mp-2314", "mp-23268", "mp-1912", "mp-2260", "mp-2532", "mp-1335", "mp-503", "mp-1018126", "mp-13098", "mp-23156", 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"mp-2523", "mp-2121", "mp-21273", "mp-541441", "mp-1067", "mp-20225", "mp-3648", "mp-788", "mp-4813", "mp-20034", "mp-2264", "mp-1018115", "mp-1065394", "mp-2092", "mp-635", "mp-69", "mp-19920", "mp-21482", "mp-22464", "mp-376", "mp-3613", "mp-38", "mp-2767", "mp-2103", "mp-2333", "mp-4053", "mp-20228", "mp-2189", "mp-2659", "mp-22858", "mp-21845", "mp-357", "mp-510281", "mp-1274", "mp-2013", "mp-3736", "mp-1418", "mp-20730", "mp-2554", "mp-1018094", "mp-2639", "mp-2134", "mp-260", "mp-165", "mp-21430", "mp-5221", "mp-1235", "mp-20903", "mp-20729", "mp-27837", "mp-190", "mp-22493", "mp-1063607", "mp-21188", "mp-522", "mp-2685", "mp-1064272", "mp-19918", "mp-3657", "mp-5407", "mp-435", "mp-20211", "mp-21467", "mp-1097", "mp-19079", "mp-20503", "mp-2431", "mp-567832", "mp-1064227", "mp-378", "mp-4494", "mp-1603", "mp-5538", "mp-568382", "mp-2653", "mp-1518", "mp-16342", "mp-3567", "mp-4922", "mp-2805", "mp-567308", "mp-3740", "mp-2831", "mp-1150", "mp-171", "mp-2415", "mp-21014", "mp-22863", "mp-23313", "mp-1065190", "mp-1251", "mp-19762", "mp-2061", "mp-1438", "mp-19419", "mp-5529", "mp-7991", "mp-21008", "mp-570301", "mp-546552", "mp-426", "mp-804", "mp-5124", "mp-5154", "mp-21432", "mp-5475", "mp-1933", "mp-2509", "mp-894", "mp-22205", "mp-4037", "mp-949", "mp-22503", "mp-1007664", "mp-11233", "mp-2391", "mp-568587", "mp-20849", "mp-19391", "mp-19921", "mp-23177", "mp-2306", "mp-3499", "mp-22870", "mp-3909", "mp-1067285", "mp-1877", "mp-19340", "mp-849065", "mp-22897", "mp-610", "mp-2580", "mp-578604", "mp-1039", "mp-22526", "mp-5770", "mp-633", "mp-12607", "mp-505531", "mp-19149", "mp-25411", "mp-5436", "mp-158", "mp-288", "mp-20369", "mp-21883", "mp-999357", "mp-20214", "mp-22790", "mp-249", "mp-999198", "mp-2583", "mp-20984", "mp-20920", "mp-5383", "mp-20291", "mp-20628", "mp-23033", "mp-663", "mp-1291", "mp-1448", "mp-2065", "mp-20941", "mp-2393", "mp-636328", "mp-19963", "mp-22760", "mp-23737", "mp-5284", "mp-4815", "mp-3958", "mp-4954", "mp-5948", "mp-3456", "mp-20956", "mp-19405", "mp-20177", "mp-4229", "mp-4439", "mp-4170", "mp-542986", "mp-4810", "mp-4475", "mp-20646", "mp-22397", "mp-569302", "mp-22374", "mp-5400", "mp-9006", "mp-12631", "mp-1834", "mp-5752", "mp-22771", "mp-561947", "mp-4999", "mp-5589", "mp-1068797", "mp-1201", "mp-3163", "mp-18841", "mp-2877", "mp-3207", "mp-3805", "mp-8399", "mp-21277", "mp-1069193", "mp-4013", "mp-582799", "mp-3826", "mp-4126", "mp-4148", "mp-3441", "mp-1068685", "mp-21079", "mp-1968", "mp-568280", "mp-542988", "mp-5720", "mp-3097", "mp-4228", "mp-5497", "mp-5622", "mp-1067937", "mp-4563", "mp-5660", "mp-1069790", "mp-5173", "mp-20542", "mp-4742", "mp-22187", "mp-3065", "mp-568961", "mp-1069129", "mp-4744", "mp-2896", "mp-8250", "mp-20890", "mp-535", "mp-18717", "mp-22486", "mp-556891", "mp-20670", "mp-5386", "mp-2917", "mp-3854", "mp-6940", "mp-978986", "mp-1940", "mp-3769", "mp-510376", "mp-4302", "mp-1068431", "mp-4105", "mp-4836", "mp-20950", "mp-3412", "mp-5227", "mp-5486", "mp-19900", "mp-2929", "mp-5591", "mp-20933", "mp-5517", "mp-5976", "mp-21849", "mp-3299", "mp-5561", "mp-4177", "mp-7298", "mp-21221", "mp-2881", "mp-6920", "mp-21281", "mp-4562", "mp-555123", "mp-2056", "mp-1818", "mp-20649", "mp-4668", "mp-5878", "mp-5893", "mp-3325", "mp-22435", "mp-2930", "mp-20527", "mp-3271", "mp-3997", "mp-4305", "mp-560976", "mp-20776", "mp-4088", "mp-20830", "mp-22958", "mp-22988", "mp-3303", "mp-5986", "mp-4865", "mp-4413", "mp-4805", "mp-5556", "mp-20837", "mp-3398", "mp-4250", "mp-19035", "mp-20596", "mp-21882", "mp-3191", "mp-3108", "mp-3587", "mp-2763", "mp-8401", "mp-4466", "mp-4768", "mp-19973", "mp-20325", "mp-5577", "mp-19025", "mp-19824", "mp-5399", "mp-3678", "mp-22412", "mp-2967", "mp-4415", "mp-5112", "mp-541837", "mp-1057", "mp-6926", "mp-4511", "mp-1068577", "mp-23037", "mp-4939", "mp-21313", "mp-30247", "mp-5734", "mp-4653", "mp-5819", "mp-5083", "mp-21383", "mp-21426", "mp-10733", "mp-20677", "mp-3218", "mp-5627", "mp-1068300", "mp-4883", "mp-5346", "mp-5505", "mp-21388", "mp-3583", "mp-3614", "mp-4050", "mp-5598", "mp-4521", "mp-4729", "mp-3211", "mp-4767", "mp-3893", "mp-10690", "mp-22246", "mp-5069", "mp-20115", "mp-4404", "mp-5683", "mp-34202", "mp-5054", "mp-3301", "mp-3995", "mp-5739", "mp-12857", "mp-1827", "mp-3390", "mp-7104", "mp-2461", "mp-3448", "mp-4109", "mp-5381", "mp-22343", "mp-4065", "mp-5109", "mp-637965", "mp-1068164", "mp-20448", "mp-3329", "mp-2289", "mp-3048", "mp-5827", "mp-610787", "mp-1976", "mp-22639", "mp-335", "mp-1068422", "mp-23949", "mp-559946", "mp-13061", "mp-3148", "mp-3489", "mp-4014", "mp-4255", "mp-13398", "mp-21089", "mp-5292", "mp-19845", "mp-3323", "mp-4711", "mp-22349", "mp-3507", "mp-4614", "mp-4725", "mp-3216", "mp-5811", "mp-4985", "mp-5229", "mp-20595", "mp-5777", "mp-5934", "mp-5166", "mp-21421", "mp-3862", "mp-4441", "mp-11397", "mp-569006", "mp-29241", "mp-1069726", "mp-4822", "mp-973", "mp-3210", "mp-4537", "mp-19838", "mp-3834", "mp-20700", "mp-547069", "mp-567808", "mp-1088", "mp-21116", "mp-550008", "mp-4090", "mp-3585", "mp-510624", "mp-5423", "mp-505622", "mp-644203", "mp-18747", "mp-20264", "mp-21000", "mp-4370", "mp-20459", "mp-19979", "mp-22615", "mp-2775", "mp-4275", "mp-4633", "mp-21423", "mp-27710", "mp-20238", "mp-3566", "mp-4920", "mp-1017566", "mp-10139", "mp-21280", "mp-3846", "mp-19328", "mp-4924", "mp-2893", "mp-3035", "mp-5129", "mp-1903", "mp-5553", "mp-626981", "mp-30599", "mp-547622", "mp-4458", "mp-560399", "mp-13146", "mp-3455", "mp-3292", "mp-4903", "mp-5820", "mp-5936", "mp-5000", "mp-20171", "mp-21884", "mp-3241", "mp-20032", "mp-3177", "mp-3437", "mp-1017467", "mp-21420", "mp-2965", "mp-3651", "mp-4793", "mp-566131", "mp-5688", "mp-5022", "mp-5835", "mp-1068653", "mp-3333", "mp-4316", "mp-20860", "mp-13401", "mp-5219", "mp-19753", "mp-4064", "mp-4539", "mp-1069604", "mp-19939", "mp-20173", "mp-569607", "mp-4433", "mp-1068244", "mp-2721", "mp-5323", "mp-610530", "mp-2906", "mp-3515", "mp-5351", "mp-1069443", "mp-5666", "mp-21240", "mp-5020", "mp-20341", "mp-2949", "mp-3709", "mp-3388", "mp-5452", "mp-20924", "mp-5605", "mp-21478", "mp-3895", "mp-5451", "mp-1069160", "mp-4487", "mp-3018", "mp-5786", "mp-21385", "mp-4551", "mp-5288", "mp-5429", "mp-5176", "mp-936", "mp-20602", "mp-22949", "mp-3239", "mp-4346", "mp-4488", "mp-2646", "mp-2063", "mp-7692", "mp-10133", "mp-541365", "mp-1068340", "mp-600089", "mp-536", "mp-4150", "mp-4881", "mp-5796", "mp-3021", "mp-4007", "mp-5745", "mp-22995", "mp-3296", "mp-4505", "mp-20785", "mp-23879", "mp-9244", "mp-5757", "mp-632", "mp-20193", "mp-23062", "mp-3931", "mp-540", "mp-1019", "mp-1076966", "mp-1553", "mp-21419", "mp-4395", "mp-542633", "mp-1852", "mp-2363", "mp-840", "mp-20089", "mp-2319", "mp-7582", "mp-22953", "mp-10137", "mp-2130", "mp-22065", "mp-6098", "mp-1072104", "mp-20155", "mp-22761", "mp-2740", "mp-5940", "mp-766", "mp-1187", "mp-21847", "mp-2338", "mp-27850", "mp-472", "mp-1824", "mp-2903", "mp-675", "mp-1077034", "mp-1871", "mp-22998", "mp-541911", "mp-1234", "mp-1249", "mp-22108", "mp-2815", "mp-4796", "mp-670", "mp-1112", "mp-21117", "mp-11220", "mp-20970", "mp-3402", "mp-22957", "mp-537", "mp-547074", "mp-5951", "mp-19768", "mp-19917", "mp-1076939", "mp-2016", "mp-353", "mp-1229", "mp-12770", "mp-23070", "mp-2827", "mp-1070859", "mp-1718", "mp-20189", "mp-510148", "mp-21092", "mp-29443", "mp-3938", "mp-445", "mp-11328", "mp-1077378", "mp-20333", "mp-2851", "mp-321", "mp-1032", "mp-1463", "mp-5353", "mp-22973", "mp-2797", "mp-20762", "mp-394", "mp-1558", "mp-23214", "mp-2536", "mp-20822", "mp-421", "mp-568748", "mp-1570", "mp-250", "mp-4785", "mp-22939", "mp-23292", "mp-1522", "mp-1638", "mp-1734", "mp-558", "mp-7135", "mp-1762", "mp-19814", "mp-21096", "mp-22882", "mp-258", "mp-2783", "mp-3465", "mp-541912", "mp-884", "mp-1429", "mp-23072", "mp-21260", "mp-2263", "mp-2435", "mp-569", "mp-861", "mp-634", "mp-998", "mp-1077", "mp-1436", "mp-20049", "mp-1207", "mp-1768", "mp-20111", "mp-890", "mp-253", "mp-969", "mp-20690", "mp-21192", "mp-555934", "mp-568264", "mp-2152", "mp-571664", "mp-1425", "mp-4247", "mp-556911", "mp-1072865", "mp-1634", "mp-480", "mp-1072248", "mp-22698", "mp-1077023", "mp-20227", "mp-644607", "mp-20233", "mp-22795", "mp-2501", "mp-1072113", "mp-33009", "mp-400", "mp-361", "mp-1038", "mp-1384", "mp-2085", "mp-21363", "mp-1077933", "mp-20686", "mp-21264", "mp-2424", "mp-951", "mp-21284", "mp-715", "mp-23002", "mp-1070857", "mp-312", "mp-281", "mp-677", "mp-11284", "mp-2436", "mp-1077102", "mp-20714", "mp-22318", "mp-673", "mp-1667", "mp-2062", "mp-557523", "mp-20994", "mp-1725", "mp-1984", "mp-2370", "mp-2769", "mp-2233", "mp-2250", "mp-3637", "mp-5816", "mp-1148", "mp-1434", "mp-2645", "mp-1071541", "mp-1761", "mp-1980", "mp-2237", "mp-19761", "mp-6092", "mp-756", "mp-1034", "mp-23025", "mp-3040", "mp-333", "mp-4743", "mp-505332", "mp-310", "mp-858", "mp-574", "mp-5962", "mp-4374", "mp-1576", "mp-1024", "mp-1072444", "mp-1731", "mp-2008", "mp-22857", "mp-1237", "mp-813", "mp-1075", "mp-21413", "mp-25223", "mp-10087", "mp-11722", "mp-23023", "mp-3289", "mp-22311", "mp-1337", "mp-13436", "mp-3718", "mp-695", "mp-1939", "mp-2331", "mp-1071319", "mp-510378", "mp-27335", "mp-4359", "mp-570896", "mp-21395", "mp-601195", "mp-2265", "mp-1654", "mp-19895", "mp-20354", "mp-2098", "mp-22478", "mp-1018803", "mp-19094", "mp-20531", "mp-582", "mp-565", "mp-602", "mp-1071863", "mp-1077154", "mp-14093", "mp-22514", "mp-5369", "mp-19923", "mp-1061", "mp-20626", "mp-761", "mp-358", "mp-4738", "mp-510753", "mp-569833", "mp-6646", "mp-672702", "mp-1096799", "mp-638079", "mp-1208", "mp-20759", "mp-2707", "mp-1594", "mp-6223", "mp-2049", "mp-21428", "mp-4233", "mp-2844", "mp-505331", "mp-2116", "mp-2389", "mp-4075", "mp-474", "mp-569661", "mp-1329", "mp-1077177", "mp-22888", "mp-20245", "mp-5410", "mp-19880", "mp-20612", "mp-610522", "mp-1071468", "mp-11385", "mp-23188", "mp-20434", "mp-22317", "mp-2483", "mp-1072922", "mp-2850", "mp-550172", "mp-5869", "mp-2574", "mp-510408", "mp-607182", "mp-1873", "mp-22740", "mp-23008", "mp-2695", "mp-6140", "mp-825", "mp-21252", "mp-267", "mp-2723", "mp-6544", "mp-1279", "mp-20021", "mp-505016", "mp-628", "mp-996", "mp-2462", "mp-1069", "mp-19737", "mp-22992", "mp-1189", "mp-13076", "mp-1757", "mp-2628", "mp-753721", "mp-20725", "mp-543019", "mp-9939", "mp-10212", "mp-747", "mp-1071539", "mp-21325", "mp-2178", "mp-3433", "mp-917", "mp-32686", "mp-3589", "mp-5606", "mp-500", "mp-19733", "mp-819", "mp-1901", "mp-20608", "mp-9281", "mp-1071818", "mp-20757", "mp-1072181", "mp-21399", "mp-764", "mp-20086", "mp-568", "mp-19876", "mp-20084", "mp-1969", "mp-21295", "mp-1343", "mp-21068", "mp-3263", "mp-19177", "mp-5848", "mp-6947", "mp-20074", "mp-20432", "mp-22141", "mp-22475", "mp-929", "mp-542568", "mp-1729", "mp-2088", "mp-22229", "mp-16421", "mp-1825", "mp-2337", "mp-2582", "mp-23891", "mp-1220", "mp-4495", "mp-3960", "mp-2000", "mp-5938", "mp-809", "mp-557762", "mp-760", "mp-850", "mp-1085", "mp-1400", "mp-20552", "mp-13683", "mp-22909", "mp-505803", "mp-2358", "mp-2837", "mp-336", "mp-853", "mp-1629", "mp-2206", "mp-20318", "mp-22797", "mp-555908", "mp-574438", "mp-3346", "mp-1515", "mp-1799", "mp-227", "mp-1077071", "mp-20195", "mp-5519", "mp-8352", "mp-1077398", "mp-1882", "mp-803", "mp-4973", "mp-1200", "mp-1956", "mp-21305", "mp-1781", "mp-550206", "mp-559798", "mp-5068", "mp-470", "mp-1422", "mp-30875", "mp-21351", "mp-21433", "mp-1385", "mp-1495", "mp-2041", "mp-20242", "mp-20664", "mp-22752", "mp-2498", "mp-2725", "mp-486", "mp-2698", "mp-589", "mp-20070", "mp-946", "mp-1575", "mp-21090", "mp-1285", "mp-2359", "mp-5394", "mp-7", "mp-10033", "mp-1043", "mp-2317", "mp-5313", "mp-1072956", "mp-21271", "mp-1720", "mp-19858", "mp-23024", "mp-5019", "mp-548", "mp-626620", "mp-657", "mp-22498", "mp-569008", "mp-1567", "mp-2396", "mp-9252", "mp-2019", "mp-2570", "mp-507", "mp-1401", "mp-20553", "mp-666", "mp-903", "mp-22331", "mp-328", "mp-20660", "mp-2373", "mp-2066", "mp-20928", "mp-2557", "mp-5239", "mp-5446", "mp-2385", "mp-1828", "mp-1140", "mp-11852", "mp-20075", "mp-339", "mp-4219", "mp-1527", "mp-542777", "mp-542791", "mp-1018948", "mp-1861", "mp-5634", "mp-5456", "mp-1402", "mp-23163", "mp-1077147", "mp-2067", "mp-21055", "mp-2665", "mp-1071448", "mp-2689", "mp-11194", "mp-1898", "mp-22532", "mp-1915", "mp-3165", "mp-20536", "mp-21105", "mp-862", "mp-9945", "mp-1728", "mp-1926", "mp-19816", "mp-2322", "mp-2657", "mp-1388", "mp-2947", "mp-390", "mp-413", "mp-571166", "mp-2109", "mp-23253", "mp-2551", "mp-540828", "mp-1413", "mp-863", "mp-204", "mp-2149", "mp-1071505", "mp-2295", "mp-5678", "mp-6754", "mp-1071567", "mp-1278", "mp-30613", "mp-1657", "mp-1821", "mp-2674", "mp-7583", "mp-20422", "mp-877", "mp-1910", "mp-23192", "mp-2749", "mp-276", "mp-1094135", "mp-1773", "mp-22256", "mp-23710", "mp-774", "mp-1018657", "mp-1113", "mp-19974", "mp-636253", "mp-23432", "mp-546794", "mp-1001", "mp-1077209", "mp-20027", "mp-20842", "mp-2699", "mp-912", "mp-921", "mp-1832", "mp-22197", "mp-22945", "mp-20235", "mp-22595", "mp-2439", "mp-5334", "mp-1294", "mp-1383", "mp-23019", "mp-20869", "mp-21890", "mp-2129", "mp-471", "mp-4854", "mp-607", "mp-7284", "mp-2455", "mp-1651", "mp-27760", "mp-560902", "mp-20426", "mp-2708", "mp-1052", "mp-1607", "mp-22904", "mp-1077234", "mp-2613", "mp-1179", "mp-1497", "mp-2694", "mp-4561", "mp-12118", "mp-1866", "mp-20790", "mp-2838", "mp-1070806", "mp-1159", "mp-224", "mp-2404", "mp-9835", "mp-21050", "mp-1702", "mp-391", "mp-759", "mp-684", "mp-856", "mp-3217", "mp-22935", "mp-22969", "mp-2463", "mp-2430", "mp-30562", "mp-1492", "mp-1727", "mp-20639", "mp-22993", "mp-2550", "mp-1602", "mp-1909", "mp-6576", "mp-977388", "mp-20766", "mp-22987", "mp-30584", "mp-13037", "mp-21416", "mp-2232", "mp-22964", "mp-23759", "mp-2762", "mp-2801", "mp-493", "mp-21203", "mp-4454", "mp-557610", "mp-5699", "mp-20098", "mp-467", "mp-21326", "mp-2680", "mp-19102", "mp-23143", "mp-19191", "mp-1474", "mp-23485", "mp-4452", "mp-1028", "mp-7823", "mp-1078089", "mp-24149", "mp-5749", "mp-554212", "mp-2780", "mp-8560", "mp-15777", "mp-2371", "mp-1756", "mp-697096", "mp-1077978", "mp-560610", "mp-2203", "mp-13949", "mp-1296", "mp-22596", "mp-3038", "mp-1077883", "mp-21343", "mp-21251", "mp-5090", "mp-20261", "mp-7229", "mp-4158", "mp-568319", "mp-23353", "mp-5051", "mp-22700", "mp-2643", "mp-20294", "mp-19747", "mp-3159", "mp-4860", "mp-6638", "mp-4152", "mp-22956", "mp-541937", "mp-5532", "mp-20174", "mp-19317", "mp-21139", "mp-556546", "mp-1077874", "mp-3167", "mp-5528", "mp-3772", "mp-6624", "mp-6996", "mp-4181", "mp-3376", "mp-419", "mp-1077929", "mp-20708", "mp-10255", "mp-3359", "mp-19735", "mp-3808", "mp-568032", "mp-4909", "mp-12763", "mp-1929", "mp-9942", "mp-5350", "mp-7604", "mp-954", "mp-1076", "mp-15652", "mp-10955", "mp-3776", "mp-4210", "mp-1591", "mp-569270", "mp-12762", "mp-19804", "mp-964", "mp-12752", "mp-561419", "mp-24148", "mp-22934", "mp-18972", "mp-19807", "mp-23114", "mp-4809", "mp-10142", "mp-1077944", "mp-242", "mp-19366", "mp-571653", "mp-4730", "mp-1078012", "mp-18978", "mp-6867", "mp-12531", "mp-4852", "mp-22266", "mp-889", "mp-27840", "mp-6328", "mp-4596", "mp-20874", "mp-1025281", "mp-865", "mp-5928", "mp-4732", "mp-571491", "mp-22648", "mp-1451", "mp-5372", "mp-22568", "mp-11398", "mp-12990", "mp-14091", "mp-16315", "mp-696", "mp-1079677", "mp-5150", "mp-549589", "mp-1078613", "mp-19722", "mp-1224", "mp-20753", "mp-22871", "mp-1078538", "mp-16564", "mp-468", "mp-23282", "mp-4953", "mp-21855", "mp-729", "mp-20861", "mp-22060", "mp-8742", "mp-23244", "mp-6408", "mp-23281", "mp-9920", "mp-23293", "mp-2377", "mp-2507", "mp-19833", "mp-8044", "mp-2369", "mp-841", "mp-22240", "mp-505632", "mp-20619", "mp-562468", "mp-1078640", "mp-569683", "mp-827", "mp-20857", "mp-7589", "mp-2089", "mp-3155", "mp-12900", "mp-23208", "mp-544", "mp-2339", "mp-7857", "mp-1078227", "mp-1932", "mp-5238", "mp-8365", "mp-4283", "mp-20782", "mp-4538", "mp-510625", "mp-3849", "mp-485", "mp-20717", "mp-5955", "mp-1079720", "mp-22159", "mp-22400", "mp-1079818", "mp-22270", "mp-22367", "mp-1017", "mp-3988", "mp-20900", "mp-3524", "mp-22386", "mp-4524", "mp-15799", "mp-2662", "mp-1836", "mp-20807", "mp-1078686", "mp-246", "mp-510421", "mp-21115", "mp-30672", "mp-22053", "mp-13094", "mp-1025446", "mp-20112", "mp-3642", "mp-5038", "mp-9814", "mp-1275", "mp-23189", "mp-235", "mp-4288", "mp-7092", "mp-739", "mp-8016", "mp-1078709", "mp-1822", "mp-1078292", "mp-15671", "mp-21237", "mp-22510", "mp-3128", "mp-1025402", "mp-1079020", "mp-10967", "mp-10748", "mp-1078520", "mp-5170", "mp-839", "mp-4171", "mp-542640", "mp-8761", "mp-1599", "mp-22079", "mp-349", "mp-15653", "mp-18767", "mp-7576", "mp-20883", "mp-3871", "mp-672371", "mp-8996", "mp-9967", "mp-1078945", "mp-1221", "mp-7832", "mp-4817", "mp-5414", "mp-22156", "mp-2668", "mp-22485", "mp-23204", "mp-1078464", "mp-20408", "mp-4008", "mp-996162", "mp-1387", "mp-3275", "mp-4472", "mp-510670", "mp-5342", "mp-1139", "mp-2157", "mp-2672", "mp-4969", "mp-24659", "mp-3098", "mp-1005", "mp-19178", "mp-4893", "mp-1136", "mp-643945", "mp-416", "mp-2033", "mp-21410", "mp-23211", "mp-893", "mp-1078944", "mp-22850", "mp-4666", "mp-4756", "mp-395", "mp-1079570", "mp-3595", "mp-20685", "mp-22144", "mp-510668", "mp-1823", "mp-19443", "mp-27677", "mp-3284", "mp-23933", "mp-4081", "mp-1373", "mp-19390", "mp-2961", "mp-6562", "mp-22389", "mp-637575", "mp-1086665", "mp-23263", "mp-1078858", "mp-5513", "mp-1078612", "mp-10904", "mp-20349", "mp-3668", "mp-581786", "mp-6625", "mp-21345", "mp-4196", "mp-4024", "mp-19940", "mp-128", "mp-21078", "mp-322", "mp-1937", "mp-568718", "mp-731", "mp-13392", "mp-7562", "mp-1079684", "mp-19795", "mp-1078796", "mp-13154", "mp-22068", "mp-891", "mp-1079938", "mp-1924", "mp-1578", "mp-1804", "mp-5588", "mp-20554", "mp-22612", "mp-6088", "mp-5058", "mp-22232", "mp-23116", "mp-757", "mp-1025497", "mp-7948", "mp-12515", "mp-2552", "mp-24", "mp-12382", "mp-740", "mp-1079582", "mp-1380", "mp-1868", "mp-20042", "mp-21255", "mp-4175", "mp-3078", "mp-1095043", "mp-427", "mp-9921", "mp-1943", "mp-23247", "mp-956", "mp-1079635", "mp-2488", "mp-5215", "mp-541138", "mp-23218", "mp-351", "mp-818", "mp-9968", "mp-1120", "mp-10952", "mp-3034", "mp-4613", "mp-5518", "mp-8017", "mp-11525", "mp-1079181", "mp-2400", "mp-583", "mp-1078721", "mp-20175", "mp-22261", "mp-5787", "mp-168", "mp-344", "mp-21030", "mp-20983", "mp-871", "mp-2612", "mp-4993", "mp-1079541", "mp-25", "mp-5213", "mp-1458", "mp-1025519", "mp-208", "mp-20320", "mp-22811", "mp-22849", "mp-2670", "mp-697179", "mp-12406", "mp-22736", "mp-546011", "mp-10322", "mp-2567", "mp-5443", "mp-2752", "mp-622621", "mp-22491", "mp-22539", "mp-22398", "mp-3829", "mp-1042", "mp-22469", "mp-494", "mp-21048", "mp-1555", "mp-1683", "mp-18782", "mp-3762", "mp-5075", "mp-1078621", "mp-1890", "mp-22892", "mp-11871", "mp-2242", "mp-20485", "mp-3734", "mp-5190", "mp-10644", "mp-1412", "mp-1306", "mp-21342", "mp-2211", "mp-11428", "mp-1860", "mp-2102", "mp-189", "mp-21238", "mp-20315", "mp-1078497", "mp-1598", "mp-23807", "mp-10229", "mp-4608", "mp-1079249", "mp-4899", "mp-700", "mp-24040", "mp-743", "mp-1231", "mp-2738", "mp-31205", "mp-21393", "mp-5025", "mp-1078873", "mp-1431", "mp-510280", "mp-796", "mp-259", "mp-10824", "mp-560338", "mp-9429", "mp-1099", "mp-801", "mp-8357", "mp-1483", "mp-959", "mp-1078526", "mp-1326", "mp-389", "mp-3213", "mp-3469", "mp-510557", "mp-767", "mp-3497", "mp-20370", "mp-12957", "mp-567341", "mp-1180065", "mp-23223", "mp-5621", "mp-611", "mp-9810", "mp-16514", "mp-6498", "mp-20713", "mp-2231", "mp-691", "mp-1079395", "mp-19370", "mp-7577", "mp-3785", "mp-5493", "mp-601371", "mp-19832", "mp-236", "mp-7237", "mp-1079649", "mp-20271", "mp-23221", "mp-4840", "mp-5901", "mp-2663", "mp-975655", "mp-1078679", "mp-870", "mp-2006", "mp-3421", "mp-4043", "mp-5488", "mp-20787", "mp-23846", "mp-20004", "mp-4978", "mp-16566", "mp-19821", "mp-1798", "mp-21077", "mp-1182", "mp-1364", "mp-1079055", "mp-1572", "mp-23275", "mp-2053", "mp-22791", "mp-4763", "mp-19724", "mp-3982", "mp-4979", "mp-567314", "mp-715566", "mp-720", "mp-11769", "mp-148", "mp-19835", "mp-3541", "mp-5782", "mp-1128", "mp-1786", "mp-3839", "mp-20878", "mp-30619", "mp-3827", "mp-736", "mp-2420", "mp-30855", "mp-2341", "mp-5702", "mp-1078452", "mp-1179840", "mp-21167", "mp-21499", "mp-11538", "mp-22177", "mp-697068", "mp-23047", "mp-5723", "mp-11351", "mp-1079553", "mp-3950", "mp-1078182", "mp-1078543", "mp-19811", "mp-1080496", "mp-1079551", "mp-1743", "mp-1078880", "mp-601823", "mp-1101090", "mp-23499", "mp-3053", "mp-23405", "mp-14193", "mp-4829", "mp-1849", "mp-1079800", "mp-23804", "mp-1079023", "mp-1079129", "mp-1079254", "mp-608555", "mp-274", "mp-22975", "mp-31427", "mp-23039", "mp-551848", "mp-1078586", "mp-23099", "mp-1222", "mp-19718", "mp-1079949", "mp-1078430", "mp-24853", "mp-6930", "mp-20989", "mp-21387", "mp-22972", "mp-20946", "mp-558111", "mp-21038", "mp-21494", "mp-19782", "mp-20926", "mp-21887", "mp-19101", "mp-3015", "mp-30328", "mp-350", "mp-12374", "mp-3630", "mp-30375", "mp-643002", "mp-5015", "mp-4508", "mp-21492", "mp-21158", "mp-23853", "mp-23059", "mp-7558", "mp-18756", "mp-22172", "mp-4299", "mp-1079239", "mp-22696", "mp-21320", "mp-2478", "mp-552623", "mp-4989", "mp-6922", "mp-7297", "mp-1079696", "mp-2990", "mp-423", "mp-640922", "mp-10711", "mp-1079367", "mp-20058", "mp-567856", "mp-248", "mp-20727", "mp-23067", "mp-19060", "mp-363", "mp-6915", "mp-7000", "mp-19181", "mp-733", "mp-2909", "mp-551437", "mp-8938", "mp-15683", "mp-3197", "mp-550320", "mp-778", "mp-23546", "mp-223", "mp-30536", "mp-4720", "mp-18850", "mp-1078592", "mp-505589", "mp-1079069", "mp-553342", "mp-517", "mp-541275", "mp-19332", "mp-13095", "mp-7498", "mp-23513", "mp-3970", "mp-22718", "mp-3042", "mp-1079086", "mp-632759", "mp-19325", "mp-20665", "mp-543024", "mp-4555", "mp-1079896", "mp-555", "mp-22947", "mp-19246", "mp-3771", "mp-5765", "mp-19227", "mp-22230", "mp-6459", "mp-3205", "mp-19156", "mp-5076", "mp-2920", "mp-3129", "mp-1078250", "mp-22977", "mp-560861", "mp-22950", "mp-3896", "mp-2958", "mp-639876", "mp-18995", "mp-4001", "mp-23161", "mp-7819", "mp-1078367", "mp-1078860", "mp-6613", "mp-3316", "mp-541899", "mp-22813", "mp-2826", "mp-21434", "mp-23438", "mp-19127", "mp-558078", "mp-1078258", "mp-21900", "mp-5924", "mp-13641", "mp-561922", "mp-1079331", "mp-1627", "mp-5348", "mp-1078871", "mp-5304", "mp-613", "mp-886", "mp-1243", "mp-8218", "mp-1078734", "mp-2998", "mp-1078197", "mp-18845", "mp-574122", "mp-1078634", "mp-2105", "mp-3451", "mp-4531", "mp-23054", "mp-1167", "mp-13415", "mp-458", "mp-1080173", "mp-8613", "mp-18764", "mp-6586", "mp-5131", "mp-4651", "mp-20196", "mp-3047", "mp-31756", "mp-542734", "mp-5899", "mp-19770", "mp-8695", "mp-1079839", "mp-5566", "mp-19258", "mp-6065", "mp-1079901", "mp-20798", "mp-22438", "mp-23215", "mp-6430", "mp-19168", "mp-3408", "mp-3759", "mp-1078361", "mp-23026", "mp-540609", "mp-1079630", "mp-19403", "mp-2928", "mp-541449", "mp-3721", "mp-2128", "mp-21344", "mp-1078551", "mp-3779", "mp-20662", "mp-19245", "mp-6692", "mp-5096", "mp-19389", "mp-504900", "mp-5327", "mp-6560", "mp-1078829", "mp-6739", "mp-1482", "mp-4391", "mp-4900", "mp-676040", "mp-3342", "mp-6114", "mp-22758", "mp-3953", "mp-2832", "mp-510294", "mp-19399", "mp-22323", "mp-2091", "mp-2939", "mp-384", "mp-3618", "mp-23160", "mp-20629", "mp-1078237", "mp-19376", "mp-655360", "mp-6609", "mp-30846", "mp-1078904", "mp-29658", "mp-561067", "mp-13008", "mp-4243", "mp-6782", "mp-19119", "mp-20794", "mp-23684", "mp-22112", "mp-18969", "mp-548615", "mp-18965", "mp-20683", "mp-569054", "mp-6304", "mp-22942", "mp-19400", "mp-20716", "mp-23349", "mp-19424", "mp-553281", "mp-18814", "mp-19182", "mp-550081", "mp-23092", "mp-23120", "mp-1143", "mp-6384", "mp-7783", "mp-6122", "mp-20908", "mp-4385", "mp-6492", "mp-19157", "mp-23235", "mp-754329", "mp-1301", "mp-19085", "mp-19339", "mp-552588", "mp-504723", "mp-1340", "mp-5328", "mp-3682", "mp-314", "mp-19448", "mp-542910", "mp-23104", "mp-13005", "mp-9238", "mp-4187", "mp-362", "mp-1078233", "mp-23501", "mp-1047", "mp-22966", "mp-6037", "mp-23022", "mp-25053", "mp-1078244", "mp-22667", "mp-554410", "mp-7073", "mp-18805", "mp-1078868", "mp-19051", "mp-1078473", "mp-18940", "mp-5864", "mp-6798", "mp-7986", "mp-3336", "mp-4227", "mp-6428", "mp-846", "mp-540783", "mp-560374", "mp-1078340", "mp-21101", "mp-4096", "mp-5735", "mp-3466", "mp-3382", "mp-1078331", "mp-23484", "mp-1078595", "mp-12525", "mp-23091", "mp-20836", "mp-18857", "mp-19417", "mp-19420", "mp-1078924", "mp-18937", "mp-22955", "mp-3442", "mp-484", "mp-22891", "mp-18986", "mp-21346", "mp-1078336", "mp-1078278", "mp-4497", "mp-542776", "mp-539", "mp-3387", "mp-6135", "mp-1079007", "mp-16756", "mp-2378", "mp-557772", "mp-13427", "mp-4482", "mp-715514", "mp-10152", "mp-23482", "mp-636264", "mp-19082", "mp-20689", "mp-3666", "mp-1078668", "mp-4675", "mp-6504", "mp-18977", "mp-18732", "mp-1079708", "mp-1407", "mp-567621", "mp-3852", "mp-505292", "mp-1095622", "mp-5454", "mp-1101800", "mp-1101786", "mp-698", "mp-3179", "mp-3354", "mp-613839", "mp-7064", "mp-3471", "mp-308", "mp-4300", "mp-6628", "mp-1095215", "mp-568519", "mp-1101777", "mp-975640", "mp-23709", "mp-23085", "mp-20844", "mp-1095537", "mp-6494", "mp-5280", "mp-5798", "mp-571223", "mp-22039", "mp-5594", "mp-18924", "mp-1095591", "mp-1101850", "mp-1102674", "mp-2760", "mp-640597", "mp-3683", "mp-542824", "mp-9258", "mp-19276", "mp-22024", "mp-23450", "mp-8039", "mp-11499", "mp-741", "mp-1935", "mp-2225", "mp-21401", "mp-4627", "mp-22162", "mp-10074", "mp-1095443", "mp-20495", "mp-568936", "mp-21144", "mp-12657", "mp-1746", "mp-19323", "mp-19827", "mp-1677", "mp-19121", "mp-18825", "mp-3998", "mp-1320", "mp-1851", "mp-19841", "mp-22222", "mp-1102561", "mp-4104", "mp-488", "mp-1095682", "mp-4718", "mp-18960", "mp-20022", "mp-541754", "mp-977588", "mp-1095234", "mp-19372", "mp-21286", "mp-4634", "mp-19809", "mp-23711", "mp-4820", "mp-504", "mp-569480", "mp-19070", "mp-561511", "mp-23704", "mp-20541", "mp-22410", "mp-1095675", "mp-1637", "mp-21893", "mp-567339", "mp-569624", "mp-18918", "mp-569424", "mp-1095646", "mp-570963", "mp-5813", "mp-21153", "mp-23044", "mp-1068", "mp-11764", "mp-1095561", "mp-1182869", "mp-1102025", "mp-570430", "mp-1095562", "mp-22041", "mp-1168", "mp-22693", "mp-19326", "mp-20949", "mp-23715", "mp-37722", "mp-3054", "mp-568186", "mp-19247", "mp-2070", "mp-605", "mp-19387", "mp-3881", "mp-21310", "mp-3204", "mp-5061", "mp-569783", "mp-6660", "mp-10463", "mp-20133", "mp-20184", "mp-2310", "mp-5461", "mp-956096", "mp-542096", "mp-541404", "mp-730", "mp-21073", "mp-23081", "mp-13268", "mp-19163", "mp-402", "mp-2142", "mp-4169", "mp-22169", "mp-1863", "mp-20593", "mp-19295", "mp-430", "mp-30156", "mp-369", "mp-4165", "mp-5012", "mp-510409", "mp-1095567", "mp-554278", "mp-5868", "mp-23005", "mp-23065", "mp-553932", "mp-1095689", "mp-2034", "mp-12613", "mp-1922", "mp-540703", "mp-15953", "mp-20671", "mp-983", "mp-1102139", "mp-1565", "mp-1095568", "mp-21119", "mp-23045", "mp-570684", "mp-22035", "mp-1592", "mp-5132", "mp-1439", "mp-505282", "mp-542724", "mp-20077", "mp-20284", "mp-30638", "mp-5839", "mp-1095261", "mp-1102824", "mp-2997", "mp-22443", "mp-19076", "mp-20007", "mp-21446", "mp-2451", "mp-4340", "mp-2572", "mp-5632", "mp-2432", "mp-22228", "mp-18784", "mp-19240", "mp-5884", "mp-20490", "mp-2682", "mp-5659", "mp-22426", "mp-1848", "mp-27281", "mp-1102143", "mp-2772", "mp-12748", "mp-2513", "mp-20733", "mp-22974", "mp-569334", "mp-6879", "mp-8909", "mp-160", "mp-18812", "mp-1589", "mp-19126", "mp-23506", "mp-5259", "mp-1146", "mp-562", "mp-137", "mp-2214", "mp-18993", "mp-562610", "mp-12109", "mp-5836", "mp-8926", "mp-1101851", "mp-1102445", "mp-23224", "mp-5489", "mp-5767", "mp-18799", "mp-2030", "mp-1102281", "mp-18734", "mp-19967", "mp-21321", "mp-3070", "mp-19421", "mp-557", "mp-1095229", "mp-2512", "mp-23018", "mp-3700", "mp-21378", "mp-4406", "mp-3228", "mp-226", "mp-23176", "mp-23562", "mp-3751", "mp-1356", "mp-543045", "mp-4179", "mp-23724", "mp-1095615", "mp-6259", "mp-19214", "mp-22971", "mp-10948", "mp-1659", "mp-1819", "mp-738", "mp-12978", "mp-19418", "mp-22864", "mp-30558", "mp-510152", "mp-20868", "mp-1003", "mp-568945", "mp-181", "mp-2511", "mp-510536", "mp-2764", "mp-4609", "mp-557569", "mp-22670", "mp-3045", "mp-30607", "mp-4875", "mp-22565", "mp-2282", "mp-9905", "mp-11855", "mp-20905", "mp-21044", "mp-639", "mp-1102210", "mp-22554", "mp-5724", "mp-697", "mp-13504", "mp-5377", "mp-555321", "mp-18749", "mp-18835", "mp-2715", "mp-570872", "mp-610517", "mp-6945", "mp-2280", "mp-3901", "mp-609", "mp-1102227", "mp-4200", "mp-22215", "mp-569979", "mp-973217", "mp-7087", "mp-1078", "mp-18834", "mp-4757", "mp-1523", "mp-23051", "mp-569501", "mp-1103503", "mp-2481", "mp-20655", "mp-23714", "mp-496", "mp-7595", "mp-1014", "mp-30618", "mp-23713", "mp-1046", "mp-38725", "mp-5503", "mp-570466", "mp-3602", "mp-570786", "mp-697085", "mp-755", "mp-1095454", "mp-8307", "mp-11610", "mp-20817", "mp-20901", "mp-21065", "mp-963", "mp-1095473", "mp-21306", "mp-2517", "mp-569220", "mp-19360", "mp-29647", "mp-12659", "mp-19048", "mp-571334", "mp-23217", "mp-2739", "mp-383", "mp-541582", "mp-3349", "mp-352", "mp-19169", "mp-22755", "mp-4353", "mp-4533", "mp-18820", "mp-20465", "mp-22695", "mp-19124", "mp-1552", "mp-7631", "mp-1102507", "mp-15954", "mp-1247", "mp-30634", "mp-558798", "mp-1095461", "mp-20633", "mp-5473", "mp-556639", "mp-1095595", "mp-22968", "mp-23041", "mp-1102963", "mp-22645", "mp-3521", "mp-7648", "mp-2284", "mp-19426", "mp-20066", "mp-30602", "mp-501", "mp-542812", "mp-610687", "mp-12895", "mp-19330", "mp-21154", "mp-23105", "mp-15649", "mp-20648", "mp-4368", "mp-1101926", "mp-18754", "mp-8666", "mp-9946", "mp-1103912", "mp-22617", "mp-1051", "mp-13682", "mp-2042", "mp-31100", "mp-20834", "mp-303", "mp-622620", "mp-20249", "mp-20815", "mp-555891", "mp-18875", "mp-7469", "mp-22309", "mp-30577", "mp-754", "mp-20172", "mp-22164", "mp-571581", "mp-3679", "mp-568077", "mp-1689", "mp-14568", "mp-1095432", "mp-21155", "mp-2858", "mp-4051", "mp-411", "mp-4156", "mp-22204", "mp-571232", "mp-2940", "mp-19714", "mp-1949", "mp-3444", "mp-3689", "mp-568901", "mp-23918", "mp-1101792", "mp-19133", "mp-20114", "mp-2454", "mp-1102209", "mp-1106", "mp-1124", "mp-1102249", "mp-1095618", "mp-1095420", "mp-1118", "mp-20043", "mp-2910", "mp-1919", "mp-22773", "mp-1869", "mp-569196", "mp-1102993", "mp-3747", "mp-20886", "mp-3830", "mp-2039", "mp-3248", "mp-1455", "mp-19905", "mp-3074", "mp-3555", "mp-18988", "mp-20380", "mp-2418", "mp-566", "mp-1095643", "mp-19132", "mp-21495", "mp-2588", "mp-1095505", "mp-1101970", "mp-19335", "mp-4006", "mp-21490", "mp-22796", "mp-927", "mp-10155", "mp-1547", "mp-18861", "mp-22855", "mp-8603", "mp-864603", "mp-7470", "mp-5908", "mp-7911", "mp-23291", "mp-22816", "mp-23794", "mp-2584", "mp-850049", "mp-10456", 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"mp-22267", "mp-19887", "mp-19813", "mp-2794", "mp-4324", "mp-20831", "mp-1103685", "mp-567822", "mp-1103891", "mp-19410", "mp-23283", "mp-5670", "mp-1103568", "mp-1722", "mp-476", "mp-1484", "mp-4362", "mp-5625", "mp-20143", "mp-2075", "mp-711", "mp-1103583", "mp-28395", "mp-10390", "mp-569404", "mp-18900", "mp-1103697", "mp-20405", "mp-23980", "mp-22658", "mp-4249", "mp-1480", "mp-13852", "mp-2131", "mp-1711", "mp-15614", "mp-5141", "mp-787", "mp-22061", "mp-3407", "mp-1050", "mp-1103603", "mp-3930", "mp-3951", "mp-558096", "mp-567", "mp-173", "mp-19975", "mp-849071", "mp-18879", "mp-19306", "mp-23310", "mp-542709", "mp-6179", "mp-367", "mp-4284", "mp-1104100", "mp-22605", "mp-799", "mp-18779", "mp-22584", "mp-18766", "mp-3770", "mp-1104131", "mp-18800", "mp-505421", "mp-6800", "mp-8272", "mp-4515", "mp-1104663", "mp-19230", "mp-22684", "mp-4194", "mp-19313", "mp-22803", "mp-542187", "mp-2908", "mp-4770", "mp-754670", "mp-25279", "mp-5602", "mp-22422", "mp-1104641", "mp-943", "mp-36480", "mp-8117", "mp-15973", "mp-2959", "mp-3925", "mp-1346", "mp-18803", "mp-28226", "mp-392", "mp-382", "mp-879", "mp-988", "mp-19394", "mp-5639", "mp-20152", "mp-4530", "mp-10754", "mp-624", "mp-632686", "mp-1347", "mp-636821", "mp-3463", "mp-2164", "mp-21112", "mp-20499", "mp-5145", "mp-2898", "mp-1675", "mp-644739", "mp-850016", "mp-18759", "mp-5966", "mp-21021", "mp-5178", "mp-1449", "mp-20168", "mp-690733", "mp-21019", "mp-3501", "mp-18852", "mp-20680", "mp-21515", "mp-1104149", "mp-23252", "mp-1223", "mp-1103872", "mp-18731", "mp-491", "mp-4842", "mp-23169", "mp-561", "mp-22625", "mp-3828", "mp-606", "mp-1103684", "mp-19803", "mp-1103850", "mp-567653", "mp-21108", "mp-3904", "mp-555156", "mp-20520", "mp-22427", "mp-23611", "mp-20328", "mp-23495", "mp-1707", "mp-23483", "mp-3880", "mp-20247", "mp-6514", "mp-3807", "mp-5794", "mp-18816", "mp-1382", "mp-510568", "mp-541014", "mp-19202", "mp-18737", "mp-1103846", "mp-19303", "mp-3143", "mp-3708", "mp-1104838", "mp-1295", "mp-2656", "mp-4431", "mp-4697", "mp-23187", "mp-2204", "mp-19318", "mp-561682", "mp-4578", "mp-3411", "mp-18748", "mp-1927", "mp-15743", "mp-23196", "mp-1103973", "mp-559200", "mp-21299", "mp-20462", "mp-1104008", "mp-1104418", "mp-1985", "mp-18751", "mp-1104518", "mp-22999", "mp-1104479", "mp-30084", "mp-18741", "mp-23123", "mp-542844", "mp-1104242", "mp-3536", "mp-607225", "mp-510076", "mp-2038", "mp-4338", "mp-1081", "mp-4941", "mp-15974", "mp-23535", "mp-19344", "mp-23418", "mp-19107", "mp-505131", "mp-722", "mp-1103738", "mp-6583", "mp-4527", "mp-8530", "mp-647924", "mp-6325", "mp-6691", "mp-1104431", "mp-3627", "mp-6779", "mp-1103974", "mp-3043", "mp-643084", "mp-20511", "mp-2945", "mp-978640", "mp-6790", "mp-1104377", "mp-558573", "mp-1745", "mp-1103642", "mp-19239", "mp-541187", "mp-3835", "mp-6885", "mp-18738", "mp-306", "mp-22721", "mp-576", "mp-6205", "mp-5773", "mp-20509", "mp-696746", "mp-5336", "mp-555066", "mp-2296", "mp-1188218", "mp-17124", "mp-30842", "mp-23520", "mp-19884", "mp-10126", "mp-11792", "mp-568324", "mp-630923", "mp-542642", "mp-23273", "mp-3606", "mp-510493", "mp-21013", "mp-2979", "mp-510623", "mp-4386", "mp-652608", "mp-18762", "mp-6013", "mp-20847", "mp-21104", "mp-23939", "mp-1105911", "mp-21060", "mp-697084", "mp-20285", "mp-23315", "mp-3803", "mp-18773", "mp-2081", "mp-22146", "mp-580192", "mp-20741", "mp-2236", "mp-30987", "mp-15617", "mp-2395", "mp-795", "mp-5854", "mp-30623", "mp-980757", "mp-1188639", "mp-28015", "mp-1147", "mp-4308", "mp-569776", "mp-27488", "mp-23180", "mp-3777", "mp-20054", "mp-510503", "mp-696752", "mp-3991", "mp-983327", "mp-1105134", "mp-19013", "mp-23206", "mp-5081", "mp-681992", "mp-12023", "mp-1357", "mp-23488", "mp-510528", "mp-625152", "mp-3103", "mp-6402", "mp-20559", "mp-18968", "mp-23702", "mp-542817", "mp-174", "mp-640095", "mp-568151", "mp-7506", "mp-614311", "mp-617291", "mp-570816", "mp-746", "mp-1267", "mp-23959", "mp-3019", "mp-3802", "mp-29145", "mp-568115", "mp-17190", "mp-206", "mp-13236", "mp-1755", "mp-23395", "mp-21459", "mp-639863", "mp-637308", "mp-1726", "mp-3922", "mp-554120", "mp-5282", "mp-779689", "mp-20474", "mp-2626", "mp-542846", "mp-11791", "mp-5756", "mp-23541", "mp-1105173", "mp-20948", "mp-630976", "mp-567735", "mp-1106011", "mp-243", "mp-35082", "mp-22236", "mp-613989", "mp-10961", "mp-1105527", "mp-1501", "mp-19033", "mp-20589", "mp-2649", "mp-31167", "mp-4044", "mp-542342", "mp-1104843", "mp-23446", "mp-3934", "mp-11793", "mp-554678", "mp-605437", "mp-23539", "mp-6511", "mp-2402", "mp-562100", "mp-20819", "mp-640381", "mp-1884", "mp-20740", "mp-4534", "mp-616492", "mp-7806", "mp-3315", "mp-568376", "mp-1188469", "mp-1796", "mp-23317", "mp-1105559", "mp-6633", "mp-510471", "mp-28420", "mp-23504", "mp-1105598", "mp-622345", "mp-2681", "mp-2408", "mp-18830", "mp-20287", "mp-23507", "mp-4841", "mp-17751", "mp-16724", "mp-570175", "mp-13686", "mp-5942", "mp-570287", "mp-3739", "mp-7798", "mp-3707", "mp-1317", "mp-11595", "mp-19003", "mp-570483", "mp-2610", "mp-1189286", "mp-1111", "mp-23850", "mp-2811", "mp-11790", "mp-17230", "mp-22601", "mp-2538", "mp-1409", "mp-16684", "mp-570847", "mp-4984", "mp-9913", "mp-1188370", "mp-1105932", "mp-11347", "mp-19219", "mp-23534", "mp-2361", "mp-23778", "mp-433", "mp-11368", "mp-6809", "mp-510494", "mp-19111", "mp-505821", "mp-541067", "mp-1739", "mp-1105762", "mp-17332", "mp-16842", "mp-17728", "mp-1105595", "mp-3352", "mp-559826", "mp-560611", "mp-6050", "mp-1989", "mp-567412", "mp-2786", "mp-5766", "mp-1105552", "mp-943492", "mp-567996", "mp-23264", "mp-1332", "mp-3427", "mp-6391", "mp-18889", "mp-540915", "mp-558491", "mp-21497", "mp-1189484", "mp-1944", "mp-1106032", "mp-568671", "mp-1806", "mp-5737", "mp-12843", "mp-623836", "mp-2108", "mp-3677", "mp-634326", "mp-30668", "mp-753", "mp-3635", "mp-556754", "mp-643727", "mp-1105968", "mp-2058", "mp-22982", "mp-20310", "mp-570293", "mp-10495", "mp-1189497", "mp-636368", "mp-21880", "mp-23417", "mp-713", "mp-20373", "mp-29652", "mp-1106248", "mp-1237229", "mp-20250", "mp-23667", "mp-11908", "mp-2836", "mp-6449", "mp-1321", "mp-30841", "mp-449", "mp-3345", "mp-4468", "mp-569981", "mp-1105646", "mp-18708", "mp-540912", "mp-11854", "mp-616476", "mp-1188121", "mp-1460", "mp-20517", "mp-23288", "mp-1464", "mp-510522", "mp-6884", "mp-19879", "mp-7372", "mp-2848", "mp-1105387", "mp-20331", "mp-1239", "mp-4198", "mp-22373", "mp-23642", "mp-452", "mp-5408", "mp-977414", "mp-1105737", "mp-634117", "mp-10203", "mp-1106100", "mp-1793", "mp-607111", "mp-2044", "mp-24565", "mp-16230", "mp-22337", "mp-21012", "mp-23179", "mp-1536"] \ No newline at end of file diff --git a/build/lib/crystal_toolkit/renderables/__init__.py b/build/lib/crystal_toolkit/renderables/__init__.py new file mode 100644 index 00000000..09e88552 --- /dev/null +++ b/build/lib/crystal_toolkit/renderables/__init__.py @@ -0,0 +1,8 @@ +from crystal_toolkit.renderables.lattice import Lattice +from crystal_toolkit.renderables.moleculegraph import MoleculeGraph +from crystal_toolkit.renderables.molecule import Molecule +from crystal_toolkit.renderables.site import Site +from crystal_toolkit.renderables.structuregraph import StructureGraph +from crystal_toolkit.renderables.structure import Structure +from crystal_toolkit.renderables.volumetric import VolumetricData +from crystal_toolkit.renderables.phasediagram import PhaseDiagram diff --git a/build/lib/crystal_toolkit/renderables/lattice.py b/build/lib/crystal_toolkit/renderables/lattice.py new file mode 100644 index 00000000..ae42fa39 --- /dev/null +++ b/build/lib/crystal_toolkit/renderables/lattice.py @@ -0,0 +1,121 @@ +import numpy as np + +from crystal_toolkit.core.scene import Scene, Lines, Arrows, Spheres + +from pymatgen.core.lattice import Lattice + + +def _axes_from_lattice(self, origin=None, scale=1, offset=0, **kwargs): + """ + Get the display components of the compass + :param lattice: the pymatgen Lattice object that contains the primitive + lattice vectors + :param origin: the reference position to place the compass + :param scale: scale all the geometric objects that makes up the compass + the lattice vectors are normalized before the scaling so everything should + be the same size + :param offset: shift the compass from the origin by a ratio of the diagonal + of the cell relative the size + :param **kwargs: keyword args to pass to the Arrows initializer + :return: Scene object + """ + + origin = origin or list([0, 0, 0]) + + o = np.array(origin) + # o = -self.get_cartesian_coords([0.5, 0.5, 0.5]) + # o = o - offset * (self.matrix[0] + self.matrix[1] + self.matrix[2]) + a = self.matrix[0] / np.linalg.norm(self.matrix[0]) * scale + b = self.matrix[1] / np.linalg.norm(self.matrix[1]) * scale + c = self.matrix[2] / np.linalg.norm(self.matrix[2]) * scale + a_arrow = [[o, o + a]] + b_arrow = [[o, o + b]] + c_arrow = [[o, o + c]] + + radius_scale = 0.07 + head_scale = 0.24 + head_width = 0.14 + + o_sphere = Spheres(positions=[o], color="white", radius=2 * radius_scale * scale) + + return Scene( + name="axes", + contents=[ + Arrows( + a_arrow, + color="red", + radius=radius_scale * scale, + headLength=head_scale * scale, + headWidth=head_width * scale, + **kwargs, + ), + Arrows( + b_arrow, + color="green", + radius=radius_scale * scale, + headLength=head_scale * scale, + headWidth=head_width * scale, + **kwargs, + ), + Arrows( + c_arrow, + color="blue", + radius=radius_scale * scale, + headLength=head_scale * scale, + headWidth=head_width * scale, + **kwargs, + ), + o_sphere, + ], + origin=origin, + ) + + +def get_lattice_scene(self, origin=None, show_axes=False, **kwargs): + + o = -np.array((0, 0, 0)) + a, b, c = self.matrix[0], self.matrix[1], self.matrix[2] + line_pairs = [ + o, + o + a, + o, + o + b, + o, + o + c, + o + a, + o + a + b, + o + a, + o + a + c, + o + b, + o + b + a, + o + b, + o + b + c, + o + c, + o + c + a, + o + c, + o + c + b, + o + a + b, + o + a + b + c, + o + a + c, + o + a + b + c, + o + b + c, + o + a + b + c, + ] + line_pairs = [line.tolist() for line in line_pairs] + + name = ( + f"a={self.a}, b={self.b}, c={self.c}, " + f"alpha={self.alpha}, beta={self.beta}, gamma={self.gamma}" + ) + + contents = [Lines(line_pairs, **kwargs)] + + if show_axes: + contents.append(self._axes_from_lattice(origin=origin)) + + return Scene(name, contents, origin=origin) + + +# TODO: re-think origin, shift globally at end (scene.origin) +Lattice._axes_from_lattice = _axes_from_lattice +Lattice.get_scene = get_lattice_scene diff --git a/build/lib/crystal_toolkit/renderables/molecule.py b/build/lib/crystal_toolkit/renderables/molecule.py new file mode 100644 index 00000000..f40ca69d --- /dev/null +++ b/build/lib/crystal_toolkit/renderables/molecule.py @@ -0,0 +1,41 @@ +from collections import defaultdict +from typing import Optional + +from pymatgen.core.structure import Molecule + +from crystal_toolkit.core.legend import Legend +from crystal_toolkit.core.scene import Scene + + +def get_scene_from_molecule(self, origin=None, legend: Optional[Legend] = None): + """ + Create CTK objects for the lattice and sties + Args: + self: Structure object + origin: fractional coordinate of the origin + legend: Legend for the sites + + Returns: + CTK scene object to be rendered + """ + + origin = origin if origin else (0, 0, 0) + + legend = legend or Legend(self) + + primitives = defaultdict(list) + + for idx, site in enumerate(self): + site_scene = site.get_scene(origin=origin, legend=legend,) + + for scene in site_scene.contents: + primitives[scene.name] += scene.contents + + return Scene( + name=self.composition.reduced_formula, + contents=[Scene(name=k, contents=v) for k, v in primitives.items()], + origin=origin, + ) + + +Molecule.get_scene = get_scene_from_molecule diff --git a/build/lib/crystal_toolkit/renderables/moleculegraph.py b/build/lib/crystal_toolkit/renderables/moleculegraph.py new file mode 100644 index 00000000..340bf482 --- /dev/null +++ b/build/lib/crystal_toolkit/renderables/moleculegraph.py @@ -0,0 +1,47 @@ +from collections import defaultdict +from itertools import combinations + +import numpy as np +from pymatgen.analysis.graphs import MoleculeGraph + +from crystal_toolkit.core.scene import Scene +from crystal_toolkit.core.legend import Legend + + +# TODO: fix Sam's bug (reorder) + + +def get_molecule_graph_scene( + self, + origin=None, + explicitly_calculate_polyhedra_hull=False, + legend=None, + draw_polyhedra=False, +) -> Scene: + + legend = legend or Legend(self.molecule) + + primitives = defaultdict(list) + + for idx, site in enumerate(self.molecule): + + connected_sites = self.get_connected_sites(idx) + + site_scene = site.get_scene( + connected_sites=connected_sites, + origin=origin, + explicitly_calculate_polyhedra_hull=explicitly_calculate_polyhedra_hull, + legend=legend, + draw_polyhedra=draw_polyhedra, + ) + for scene in site_scene.contents: + primitives[scene.name] += scene.contents + + return Scene( + name=self.molecule.composition.reduced_formula, + contents=[Scene(name=k, contents=v) for k, v in primitives.items()], + origin=origin if origin else (0, 0, 0), + ) + + +MoleculeGraph.get_scene = get_molecule_graph_scene diff --git a/build/lib/crystal_toolkit/renderables/phasediagram.py b/build/lib/crystal_toolkit/renderables/phasediagram.py new file mode 100644 index 00000000..1bb9eabe --- /dev/null +++ b/build/lib/crystal_toolkit/renderables/phasediagram.py @@ -0,0 +1,45 @@ +from pymatgen.analysis.phase_diagram import PhaseDiagram, PDPlotter + + +def get_plot( + self, + show_unstable=0.2, + label_stable=True, + label_unstable=True, + ordering=None, + energy_colormap=None, + process_attributes=False, + label_uncertainties=False, +): + """ + Plot a PhaseDiagram. + + :param show_unstable: Whether unstable (above the hull) phases will be + plotted. If a number > 0 is entered, all phases with + e_hull < show_unstable (eV/atom) will be shown. + :param label_stable: Whether to label stable compounds. + :param label_unstable: Whether to label unstable compounds. + :param ordering: Ordering of vertices (matplotlib backend only). + :param energy_colormap: Colormap for coloring energy (matplotlib backend only). + :param process_attributes: Whether to process the attributes (matplotlib + backend only). + :param plt: Existing plt object if plotting multiple phase diagrams ( + matplotlib backend only). + :param label_uncertainties: Whether to add error bars to the hull (plotly + backend only). For binaries, this also shades the hull with the + uncertainty window + """ + + plotter = PDPlotter(self, backend="plotly", show_unstable=show_unstable) + + return plotter.get_plot( + label_stable=label_stable, + label_unstable=label_unstable, + ordering=ordering, + energy_colormap=energy_colormap, + process_attributes=process_attributes, + label_uncertainties=label_uncertainties, + ) + + +PhaseDiagram.get_plot = get_plot diff --git a/build/lib/crystal_toolkit/renderables/site.py b/build/lib/crystal_toolkit/renderables/site.py new file mode 100644 index 00000000..98ad153e --- /dev/null +++ b/build/lib/crystal_toolkit/renderables/site.py @@ -0,0 +1,213 @@ +import numpy as np +from pymatgen.core.periodic_table import DummySpecie +from scipy.spatial.qhull import Delaunay + +from crystal_toolkit.core.scene import Scene, Cubes, Spheres, Cylinders, Surface, Convex +from crystal_toolkit.core.legend import Legend + +from itertools import chain +from pymatgen.core.sites import Site +from pymatgen.analysis.graphs import ConnectedSite + +from typing import List, Optional + + +def get_site_scene( + self, + connected_sites: List[ConnectedSite] = None, + # connected_site_metadata: None, + # connected_sites_to_draw, + connected_sites_not_drawn: List[ConnectedSite] = None, + hide_incomplete_edges: bool = False, + incomplete_edge_length_scale: Optional[float] = 1.0, + connected_sites_colors: Optional[List[str]] = None, + connected_sites_not_drawn_colors: Optional[List[str]] = None, + origin: Optional[List[float]] = None, + draw_polyhedra: bool = True, + explicitly_calculate_polyhedra_hull: bool = False, + bond_radius: float = 0.1, + legend: Optional[Legend] = None, +) -> Scene: + """ + + Args: + connected_sites: + connected_sites_not_drawn: + hide_incomplete_edges: + incomplete_edge_length_scale: + connected_sites_colors: + connected_sites_not_drawn_colors: + origin: + explicitly_calculate_polyhedra_hull: + legend: + + Returns: + + """ + + atoms = [] + bonds = [] + polyhedron = [] + + legend = legend or Legend(self) + + # for disordered structures + is_ordered = self.is_ordered + phiStart, phiEnd = None, None + occu_start = 0.0 + + position = self.coords.tolist() + + for idx, (sp, occu) in enumerate(self.species.items()): + + if isinstance(sp, DummySpecie): + + cube = Cubes( + positions=[position], color=legend.get_color(sp, site=self), width=0.4 + ) + atoms.append(cube) + + else: + + color = legend.get_color(sp, site=self) + radius = legend.get_radius(sp, site=self) + + # TODO: make optional/default to None + # in disordered structures, we fractionally color-code spheres, + # drawing a sphere segment from phi_end to phi_start + # (think a sphere pie chart) + if not is_ordered: + phi_frac_end = occu_start + occu + phi_frac_start = occu_start + occu_start = phi_frac_end + phiStart = phi_frac_start * np.pi * 2 + phiEnd = phi_frac_end * np.pi * 2 + + name = str(sp) + if occu != 1.0: + name += " ({}% occupancy)".format(occu) + name += f" ({position[0]:.3f}, {position[1]:.3f}, {position[2]:.3f})" + + sphere = Spheres( + positions=[position], + color=color, + radius=radius, + phiStart=phiStart, + phiEnd=phiEnd, + clickable=True, + tooltip=name, + ) + atoms.append(sphere) + + if not is_ordered and not np.isclose(phiEnd, np.pi * 2): + # if site occupancy doesn't sum to 100%, cap sphere + sphere = Spheres( + positions=[position], + color="#ffffff", + radius=self.properties["display_radius"][0], + phiStart=phiEnd, + phiEnd=np.pi * 2, + ) + atoms.append(sphere) + + if connected_sites: + + # TODO: more graceful solution here + # if ambiguous (disordered), re-use last color used + site_color = color + + # TODO: can cause a bug if all vertices almost co-planar + # necessary to include center site in case it's outside polyhedra + all_positions = [self.coords] + + for idx, connected_site in enumerate(connected_sites): + + connected_position = connected_site.site.coords + bond_midpoint = np.add(position, connected_position) / 2 + + if connected_sites_colors: + color = connected_sites_colors[idx] + else: + color = site_color + + cylinder = Cylinders( + positionPairs=[[position, bond_midpoint.tolist()]], + color=color, + radius=bond_radius, + ) + bonds.append(cylinder) + all_positions.append(connected_position.tolist()) + + if connected_sites_not_drawn and not hide_incomplete_edges: + + for idx, connected_site in enumerate(connected_sites_not_drawn): + + connected_position = connected_site.site.coords + bond_midpoint = ( + incomplete_edge_length_scale + * np.add(position, connected_position) + / 2 + ) + + if connected_sites_not_drawn_colors: + color = connected_sites_not_drawn_colors[idx] + else: + color = site_color + + cylinder = Cylinders( + positionPairs=[[position, bond_midpoint.tolist()]], + color=color, + radius=bond_radius, + ) + bonds.append(cylinder) + all_positions.append(connected_position.tolist()) + + # ensure intersecting polyhedra are not shown, defaults to choose by electronegativity + not_most_electro_negative = map( + lambda x: (x.site.specie < self.specie) or (x.site.specie == self.specie), + connected_sites, + ) + + all_positions = [list(p) for p in all_positions] + + if ( + draw_polyhedra + and len(connected_sites) > 3 + and not connected_sites_not_drawn + and not any(not_most_electro_negative) + ): + if explicitly_calculate_polyhedra_hull: + + try: + + # all_positions = [[0, 0, 0], [0, 0, 10], [0, 10, 0], [10, 0, 0]] + # gives... + # .convex_hull = [[2, 3, 0], [1, 3, 0], [1, 2, 0], [1, 2, 3]] + # .vertex_neighbor_vertices = [1, 2, 3, 2, 3, 0, 1, 3, 0, 1, 2, 0] + + vertices_indices = Delaunay(all_positions).convex_hull + except Exception as e: + vertices_indices = [] + + vertices = [ + all_positions[idx] for idx in chain.from_iterable(vertices_indices) + ] + + polyhedron = [Surface(positions=vertices, color=site_color)] + + else: + + polyhedron = [Convex(positions=all_positions, color=site_color)] + + return Scene( + self.species_string, + [ + Scene("atoms", contents=atoms), + Scene("bonds", contents=bonds), + Scene("polyhedra", contents=polyhedron), + ], + origin=origin, + ) + + +Site.get_scene = get_site_scene diff --git a/build/lib/crystal_toolkit/renderables/structure.py b/build/lib/crystal_toolkit/renderables/structure.py new file mode 100644 index 00000000..d2b9da46 --- /dev/null +++ b/build/lib/crystal_toolkit/renderables/structure.py @@ -0,0 +1,115 @@ +from collections import defaultdict +from itertools import combinations +from typing import List, Optional + +import numpy as np +from pymatgen.core.sites import PeriodicSite +from pymatgen.core.structure import Structure + +from crystal_toolkit.core.legend import Legend +from crystal_toolkit.core.scene import Scene + + +def _get_sites_to_draw(self, draw_image_atoms=True): + """ + Returns a list of site indices and image vectors. + """ + + sites_to_draw = [(idx, (0, 0, 0)) for idx in range(len(self))] + + if draw_image_atoms: + + for idx, site in enumerate(self): + + zero_elements = [ + idx + for idx, f in enumerate(site.frac_coords) + if np.allclose(f, 0, atol=0.05) + ] + + coord_permutations = [ + x + for tmp_ in range(1, len(zero_elements) + 1) + for x in combinations(zero_elements, tmp_) + ] + + for perm in coord_permutations: + sites_to_draw.append( + (idx, (int(0 in perm), int(1 in perm), int(2 in perm))) + ) + + one_elements = [ + idx + for idx, f in enumerate(site.frac_coords) + if np.allclose(f, 1, atol=0.05) + ] + + coord_permutations = [ + x + for tmp_ in range(1, len(one_elements) + 1) + for x in combinations(one_elements, tmp_) + ] + + for perm in coord_permutations: + sites_to_draw.append( + (idx, (-int(0 in perm), -int(1 in perm), -int(2 in perm))) + ) + + return set(sites_to_draw) + + +def get_structure_scene( + self, + origin: List[float] = None, + legend: Optional[Legend] = None, + draw_image_atoms: bool = True, +) -> Scene: + """ + Create CTK objects for the lattice and sties + Args: + self: Structure object + origin: fractional coordinate of the origin + legend: Legend for the sites + draw_image_atoms: If true draw image atoms that are just outside the + periodic boundary + + Returns: + CTK scene object to be rendered + """ + + origin = origin or list(-self.lattice.get_cartesian_coords([0.5, 0.5, 0.5])) + + legend = legend or Legend(self) + + primitives = defaultdict(list) + + sites_to_draw = self._get_sites_to_draw(draw_image_atoms=draw_image_atoms,) + + for (idx, jimage) in sites_to_draw: + + site = self[idx] + if jimage != (0, 0, 0): + site = PeriodicSite( + site.species, + np.add(site.frac_coords, jimage), + site.lattice, + properties=site.properties, + ) + + site_scene = site.get_scene(legend=legend,) + for scene in site_scene.contents: + primitives[scene.name] += scene.contents + + primitives["unit_cell"].append(self.lattice.get_scene()) + + return Scene( + name="Structure", + origin=origin, + contents=[ + Scene(name=k, contents=v, origin=origin) for k, v in primitives.items() + ], + ) + + +Structure._get_sites_to_draw = _get_sites_to_draw +Structure.get_scene = get_structure_scene diff --git a/build/lib/crystal_toolkit/renderables/structuregraph.py b/build/lib/crystal_toolkit/renderables/structuregraph.py new file mode 100644 index 00000000..f53d0c9d --- /dev/null +++ b/build/lib/crystal_toolkit/renderables/structuregraph.py @@ -0,0 +1,210 @@ +from collections import defaultdict +from itertools import combinations + +import numpy as np +from pymatgen.core.sites import PeriodicSite +from pymatgen.analysis.graphs import StructureGraph +from pymatgen.symmetry.analyzer import SpacegroupAnalyzer, SymmetrizedStructure + +from crystal_toolkit.core.scene import Scene +from crystal_toolkit.core.legend import Legend + +from matplotlib.cm import get_cmap + +from typing import Optional + + +def _get_sites_to_draw( + self, draw_image_atoms=True, bonded_sites_outside_unit_cell=False +): + """ + Returns a list of site indices and image vectors. + """ + + sites_to_draw = [(idx, (0, 0, 0)) for idx in range(len(self.structure))] + + if draw_image_atoms: + + for idx, site in enumerate(self.structure): + + zero_elements = [ + idx + for idx, f in enumerate(site.frac_coords) + if np.allclose(f, 0, atol=0.05) + ] + + coord_permutations = [ + x + for l in range(1, len(zero_elements) + 1) + for x in combinations(zero_elements, l) + ] + + for perm in coord_permutations: + sites_to_draw.append( + (idx, (int(0 in perm), int(1 in perm), int(2 in perm))) + ) + + one_elements = [ + idx + for idx, f in enumerate(site.frac_coords) + if np.allclose(f, 1, atol=0.05) + ] + + coord_permutations = [ + x + for l in range(1, len(one_elements) + 1) + for x in combinations(one_elements, l) + ] + + for perm in coord_permutations: + sites_to_draw.append( + (idx, (-int(0 in perm), -int(1 in perm), -int(2 in perm))) + ) + + if bonded_sites_outside_unit_cell: + + sites_to_append = [] + for (n, jimage) in sites_to_draw: + connected_sites = self.get_connected_sites(n, jimage=jimage) + for connected_site in connected_sites: + if connected_site.jimage != (0, 0, 0): + sites_to_append.append( + (connected_site.index, connected_site.jimage) + ) + sites_to_draw += sites_to_append + + # remove any duplicate sites + # (can happen when enabling bonded_sites_outside_unit_cell, + # since this works by following bonds, and a single site outside the + # unit cell can be bonded to multiple atoms within it) + return set(sites_to_draw) + + +def get_structure_graph_scene( + self, + origin=None, + draw_image_atoms=True, + bonded_sites_outside_unit_cell=True, + hide_incomplete_edges=False, + incomplete_edge_length_scale=0.3, + color_edges_by_edge_weight=True, + edge_weight_color_scale="coolwarm", + explicitly_calculate_polyhedra_hull=False, + legend: Optional[Legend] = None, + group_by_symmetry: bool = True, +) -> Scene: + + origin = origin or list( + -self.structure.lattice.get_cartesian_coords([0.5, 0.5, 0.5]) + ) + + legend = legend or Legend(self.structure) + + primitives = defaultdict(list) + + sites_to_draw = self._get_sites_to_draw( + draw_image_atoms=draw_image_atoms, + bonded_sites_outside_unit_cell=bonded_sites_outside_unit_cell, + ) + + color_edges = False + if color_edges_by_edge_weight: + + weights = [e[2].get("weight") for e in self.graph.edges(data=True)] + weights = np.array([w for w in weights if w]) + + if any(weights): + + cmap = get_cmap(edge_weight_color_scale) + + # try to keep color scheme symmetric around 0 + weight_max = max([abs(min(weights)), max(weights)]) + weight_min = -weight_max + + def get_weight_color(weight): + if not weight: + weight = 0 + x = (weight - weight_min) / (weight_max - weight_min) + return "#{:02x}{:02x}{:02x}".format( + *[int(c * 255) for c in cmap(x)[0:3]] + ) + + color_edges = True + + idx_to_wyckoff = {} + if group_by_symmetry: + sga = SpacegroupAnalyzer(self.structure) + struct_sym = sga.get_symmetrized_structure() + for equiv_idxs, wyckoff in zip( + struct_sym.equivalent_indices, struct_sym.wyckoff_symbols + ): + for idx in equiv_idxs: + idx_to_wyckoff[idx] = wyckoff + + for (idx, jimage) in sites_to_draw: + + site = self.structure[idx] + if jimage != (0, 0, 0): + connected_sites = self.get_connected_sites(idx, jimage=jimage) + site = PeriodicSite( + site.species, + np.add(site.frac_coords, jimage), + site.lattice, + properties=site.properties, + ) + else: + connected_sites = self.get_connected_sites(idx) + + connected_sites = [ + cs for cs in connected_sites if (cs.index, cs.jimage) in sites_to_draw + ] + connected_sites_not_drawn = [ + cs for cs in connected_sites if (cs.index, cs.jimage) not in sites_to_draw + ] + + if color_edges: + + connected_sites_colors = [ + get_weight_color(cs.weight) for cs in connected_sites + ] + connected_sites_not_drawn_colors = [ + get_weight_color(cs.weight) for cs in connected_sites_not_drawn + ] + + else: + + connected_sites_colors = None + connected_sites_not_drawn_colors = None + + site_scene = site.get_scene( + connected_sites=connected_sites, + connected_sites_not_drawn=connected_sites_not_drawn, + hide_incomplete_edges=hide_incomplete_edges, + incomplete_edge_length_scale=incomplete_edge_length_scale, + connected_sites_colors=connected_sites_colors, + connected_sites_not_drawn_colors=connected_sites_not_drawn_colors, + explicitly_calculate_polyhedra_hull=explicitly_calculate_polyhedra_hull, + legend=legend, + ) + for scene in site_scene.contents: + if group_by_symmetry and scene.name == "atoms" and idx in idx_to_wyckoff: + # will rename to e.g. atoms_N_4e + scene.name = f"atoms_{site_scene.name}_{idx_to_wyckoff[idx]}" + # this is a proof-of-concept to demonstrate hover labels, could create label + # automatically from site properties instead + scene.contents[0].tooltip = f"{site_scene.name} ({idx_to_wyckoff[idx]})" + primitives[scene.name] += scene.contents + + primitives["unit_cell"].append(self.structure.lattice.get_scene()) + + return Scene( + name="StructureGraph", + origin=origin, + contents=[ + Scene(name=k, contents=v, origin=origin) for k, v in primitives.items() + ], + ) + + +StructureGraph._get_sites_to_draw = _get_sites_to_draw +StructureGraph.get_scene = get_structure_graph_scene diff --git a/build/lib/crystal_toolkit/renderables/trajectory.py b/build/lib/crystal_toolkit/renderables/trajectory.py new file mode 100644 index 00000000..e69de29b diff --git a/build/lib/crystal_toolkit/renderables/volumetric.py b/build/lib/crystal_toolkit/renderables/volumetric.py new file mode 100644 index 00000000..1ce913d0 --- /dev/null +++ b/build/lib/crystal_toolkit/renderables/volumetric.py @@ -0,0 +1,71 @@ +import numpy as np +from pymatgen.io.vasp import VolumetricData +from skimage import measure + +from crystal_toolkit.core.scene import Scene, Surface + +_ANGS2_TO_BOHR3 = 1.88973 ** 3 + + +def get_isosurface_scene( + self, data_key="total", isolvl=0.05, step_size=4, origin=None, **kwargs +): + """Get the isosurface from a VolumetricData object + + Args: + data_key (str, optional): Use the volumetric data from self.data[data_key]. Defaults to 'total'. + isolvl (float, optional): The cutoff for the isosurface to using the same units as VESTA so + e/bhor and kept grid size independent + step_size (int, optional): step_size parameter for marching_cubes_lewiner. Defaults to 3. + + Returns: + [type]: [description] + """ + origin = origin or list( + -self.structure.lattice.get_cartesian_coords([0.5, 0.5, 0.5]) + ) + vol_data = np.copy(self.data[data_key]) + vol = self.structure.volume + vol_data = vol_data / vol / _ANGS2_TO_BOHR3 + + padded_data = np.pad(vol_data, (0, 1), "wrap") + vertices, faces, normals, values = measure.marching_cubes_lewiner( + padded_data, level=isolvl, step_size=step_size + ) + # transform to fractional coordinates + vertices = vertices / (vol_data.shape[0], vol_data.shape[1], vol_data.shape[2]) + vertices = np.dot(vertices, self.structure.lattice.matrix) # transform to cartesian + pos = [vert for triangle in vertices[faces].tolist() for vert in triangle] + return Scene( + "isosurface", origin=origin, contents=[Surface(pos, show_edges=False, **kwargs)] + ) + + +def get_volumetric_scene(self, data_key="total", isolvl=0.5, step_size=3, **kwargs): + """Get the Scene object which contains a structure and a isosurface components + + Args: + data_key (str, optional): Use the volumetric data from self.data[data_key]. Defaults to 'total'. + isolvl (float, optional): The cuoff for the isosurface to using the same units as VESTA so e/bhor + and kept grid size independent + step_size (int, optional): step_size parameter for marching_cubes_lewiner. Defaults to 3. + **kwargs: kwargs for the Structure.get_scene function + + Returns: + [type]: [description] + """ + + struct_scene = self.structure.get_scene(**kwargs) + iso_scene = self.get_isosurface_scene( + data_key=data_key, + isolvl=isolvl, + step_size=step_size, + origin=struct_scene.origin, + ) + struct_scene.contents.append(iso_scene) + return struct_scene + + +# todo: re-think origin, shift globally at end (scene.origin) +VolumetricData.get_isosurface_scene = get_isosurface_scene +VolumetricData.get_scene = get_volumetric_scene diff --git a/build/lib/crystal_toolkit/settings.py b/build/lib/crystal_toolkit/settings.py new file mode 100644 index 00000000..89fd5507 --- /dev/null +++ b/build/lib/crystal_toolkit/settings.py @@ -0,0 +1,32 @@ +from typing import Optional + +from pydantic import BaseSettings + +from crystal_toolkit import MODULE_PATH + +try: + from typing import Literal +except ImportError: + from typing_extensions import Literal + + +class Settings(BaseSettings): + + DEBUG_MODE: bool = False + MP_EMBED_MODE: bool = False + TEST_MODE: bool = False + + TRANSFORMATION_PREVIEWS: bool = False + REDIS_URL: str = "redis://localhost:6379" + ASSETS_PATH: str = str(MODULE_PATH / "apps" / "assets") + + PERSISTENCE: bool = True + PERSISTENCE_TYPE: Literal["memory", "session", "local"] = "local" + + SENTRY_DSN: Optional[str] = None + + class Config: + env_prefix = "CT_" + + +SETTINGS = Settings() diff --git a/crystal_toolkit.egg-info/PKG-INFO b/crystal_toolkit.egg-info/PKG-INFO new file mode 100644 index 00000000..86f916c4 --- /dev/null +++ b/crystal_toolkit.egg-info/PKG-INFO @@ -0,0 +1,19 @@ +Metadata-Version: 2.1 +Name: crystal-toolkit +Version: 2022.4.29 +Summary: UNKNOWN +Home-page: UNKNOWN +Author: Matthew Horton +Author-email: mkhorton@lbl.gov +License: UNKNOWN +Platform: UNKNOWN +Requires-Python: ==3.*,>=3.8.0 +Provides-Extra: dev +Provides-Extra: fermi +Provides-Extra: figures +Provides-Extra: server +Provides-Extra: vtk +License-File: LICENSE + 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zp<(JLf2xAmLD13AZrPNH56Zg`t!GEGJvsf@BM{OIaM6M$v+*%`*K!Exy-EG+rZoZR zQvlUN)&4}7XrP@3mh}`@>tTr1B(UC4aKn>O$R8r`kvr1H!nb*@-(2mN0P)yv7+KNI z)^{a7aL2jqJtci)xjO0{jCUKs;Z8(JY8cZCAU|8$6BTn>2%%6ijC{Bce4Ivfd0Lu7uas+P@oloxF_swk6p0;CgV%n2ltD;hp>xm zX^QA%yiO?Gb08JNUSZY6m9R^6E`I04C&OOJ(?vEZQ+%?{mW9uVyf~Av&F$BJBhd-p51VX@7#7qAVo{Mlu literal 0 HcmV?d00001 From c8d2046b416db7e23e8721d3b8a4f9bcef60d309 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 1 Sep 2022 18:01:47 +0000 Subject: [PATCH 03/17] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- build/lib/crystal_toolkit/__init__.py | 4 +- .../apps/assets/doi_cache.json | 2 +- .../apps/assets/task_ids_on_load.json | 2 +- .../crystal_toolkit/apps/examples/GaN_bs.json | 2 +- .../apps/examples/GaN_dos.json | 2 +- .../crystal_toolkit/apps/examples/Si_bs.json | 2 +- .../crystal_toolkit/apps/examples/Si_dos.json | 2 +- .../apps/examples/bandstructure.py | 9 ++-- .../apps/examples/basic_hello_structure.py | 1 - .../basic_hello_structure_interactive.py | 3 +- .../apps/examples/basic_hello_world.py | 1 - .../apps/examples/diffraction.py | 5 --- .../apps/examples/diffraction_dynamic.py | 4 +- .../apps/examples/diffraction_empty.py | 12 +++-- .../apps/examples/structure.py | 1 - .../apps/examples/tests/test_basic.py | 6 +-- .../apps/examples/transformations.py | 4 +- .../apps/examples/transformations_minimal.py | 6 +-- build/lib/crystal_toolkit/apps/main.py | 3 +- .../components/bandstructure.py | 39 +++++++++++----- .../crystal_toolkit/components/diffraction.py | 43 +++++++++--------- .../crystal_toolkit/components/download.py | 4 +- .../crystal_toolkit/components/localenv.py | 4 +- .../components/phase_diagram.py | 1 - .../crystal_toolkit/components/pourbaix.py | 34 +++++++------- .../lib/crystal_toolkit/components/search.py | 6 +-- .../crystal_toolkit/components/structure.py | 25 +++++------ .../crystal_toolkit/components/submit_snl.py | 14 +++--- .../transformations/autooxistatedecoration.py | 18 ++++---- .../components/transformations/core.py | 14 ++---- .../components/transformations/cubic.py | 2 +- .../transformations/grainboundary.py | 22 ++++----- .../components/transformations/rattle.py | 8 ++-- .../components/transformations/slab.py | 5 +-- .../transformations/substitution.py | 8 ---- .../components/transformations/supercell.py | 13 +++--- .../lib/crystal_toolkit/components/upload.py | 5 +-- build/lib/crystal_toolkit/components/xas.py | 5 +-- .../core/ElementColorSchemes.yaml | 2 +- build/lib/crystal_toolkit/core/legend.py | 4 +- build/lib/crystal_toolkit/core/mpcomponent.py | 8 ++-- .../crystal_toolkit/core/panelcomponent.py | 3 +- build/lib/crystal_toolkit/core/scene.py | 2 +- build/lib/crystal_toolkit/defaults.json | 2 +- .../helpers/asymptote_renderer.py | 2 +- build/lib/crystal_toolkit/helpers/layouts.py | 3 +- .../helpers/povray_renderer.py | 45 +++++++++++-------- build/lib/crystal_toolkit/helpers/utils.py | 19 ++++---- build/lib/crystal_toolkit/mpid_cache.json | 2 +- .../crystal_toolkit/renderables/molecule.py | 5 ++- .../renderables/moleculegraph.py | 2 - build/lib/crystal_toolkit/renderables/site.py | 4 +- .../crystal_toolkit/renderables/structure.py | 8 +++- .../renderables/structuregraph.py | 2 +- .../crystal_toolkit/renderables/volumetric.py | 2 +- build/lib/crystal_toolkit/settings.py | 2 +- crystal_toolkit.egg-info/PKG-INFO | 1 - crystal_toolkit.egg-info/SOURCES.txt | 2 +- crystal_toolkit.egg-info/dependency_links.txt | 1 - .../renderables/migration_graph.py | 2 +- 60 files changed, 220 insertions(+), 244 deletions(-) diff --git a/build/lib/crystal_toolkit/__init__.py b/build/lib/crystal_toolkit/__init__.py index 349e78c1..b97f692e 100644 --- a/build/lib/crystal_toolkit/__init__.py +++ b/build/lib/crystal_toolkit/__init__.py @@ -43,8 +43,8 @@ def _repr_mimebundle_(self, include=None, exclude=None): This only works in Jupyter Lab 3.x or above.\n\n """ - help_text_plotly = """If you see this text, the Plotly Jupyter Lab extension -is not installed, please consult Plotly documentation for information on how to + help_text_plotly = """If you see this text, the Plotly Jupyter Lab extension +is not installed, please consult Plotly documentation for information on how to install. """ diff --git a/build/lib/crystal_toolkit/apps/assets/doi_cache.json b/build/lib/crystal_toolkit/apps/assets/doi_cache.json index 47fe246f..56d5e2a6 100644 --- a/build/lib/crystal_toolkit/apps/assets/doi_cache.json +++ b/build/lib/crystal_toolkit/apps/assets/doi_cache.json @@ -1 +1 @@ -{"10.26434/chemrxiv.11294480.v1": "D. Waroquiers, J. George, M. Horton, S. Schenk, K. Persson, G.-M. Rignanese, X. Gonze, and G. Hautier, \u201cChemEnv\u202f: A Fast and Robust Coordination Environment Identification Tool,\u201d Dec. 2019.\n", "10.3389/fmats.2017.00034": "N. E. R. Zimmermann, M. K. Horton, A. Jain, and M. Haranczyk, \u201cAssessing Local Structure Motifs Using Order Parameters for Motif Recognition, Interstitial Identification, and Diffusion Path Characterization,\u201d Frontiers in Materials, vol. 4, Nov. 2017.\n"} \ No newline at end of file +{"10.26434/chemrxiv.11294480.v1": "D. Waroquiers, J. George, M. Horton, S. Schenk, K. Persson, G.-M. Rignanese, X. Gonze, and G. Hautier, \u201cChemEnv\u202f: A Fast and Robust Coordination Environment Identification Tool,\u201d Dec. 2019.\n", "10.3389/fmats.2017.00034": "N. E. R. Zimmermann, M. K. Horton, A. Jain, and M. Haranczyk, \u201cAssessing Local Structure Motifs Using Order Parameters for Motif Recognition, Interstitial Identification, and Diffusion Path Characterization,\u201d Frontiers in Materials, vol. 4, Nov. 2017.\n"} diff --git a/build/lib/crystal_toolkit/apps/assets/task_ids_on_load.json b/build/lib/crystal_toolkit/apps/assets/task_ids_on_load.json index 62090fd1..ec452fc1 100644 --- a/build/lib/crystal_toolkit/apps/assets/task_ids_on_load.json +++ b/build/lib/crystal_toolkit/apps/assets/task_ids_on_load.json @@ -1 +1 @@ -["mp-797", "mp-1953", "mp-564", "mp-3040", "mp-782", "mp-7986", "mp-766", "mp-7140", "mp-21471", "mp-22898", "mp-969", "mp-761", "mp-21171", "mp-1219", "mp-23037", "mp-25503", "mp-541937", "mp-720", "mp-739", "mp-931", "mp-933", "mp-1066", "mp-21168", "mp-24964", "mp-3499", "mp-3574", "mp-5019", "mp-546794", "mp-633", "mp-6562", "mp-6625", "mp-663", "mp-6646", "mp-665", "mp-869", "mp-889", "mp-20211", "mp-20351", "mp-20717", "mp-9967", "mp-22386", "mp-23026", 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"mp-20089", "mp-20098", "mp-21483", "mp-2176", "mp-23208", "mp-23211", "mp-23214", "mp-23218", "mp-23229", "mp-23293", "mp-23299", "mp-23306", "mp-1282", "mp-20112", "mp-20115", "mp-20122", "mp-20261", "mp-20782", "mp-21050", "mp-29131", "mp-300", "mp-3437", "mp-3456", "mp-3532", "mp-555123", "mp-1065190", "mp-11194", "mp-20174", "mp-20206", "mp-20214", "mp-20225", "mp-20227", "mp-20228", "mp-20236", "mp-22993", "mp-23933", "mp-3465", "mp-419", "mp-12857", "mp-20264", "mp-20315", "mp-20333", "mp-20336", "mp-20341", "mp-20344", "mp-21845", "mp-21847", "mp-21849", "mp-2189", "mp-2568", "mp-2599", "mp-288", "mp-2964", "mp-3018", "mp-3489", "mp-349", "mp-3497", "mp-567832", "mp-1578", "mp-20426", "mp-20440", "mp-20448", "mp-21890", "mp-22003", "mp-23737", "mp-3515", "mp-3541", "mp-4454", "mp-1798", "mp-19372", "mp-20486", "mp-20516", "mp-20536", "mp-20542", "mp-20552", "mp-20553", "mp-2172", "mp-22108", "mp-2211", "mp-22965", "mp-2311", "mp-23891", "mp-23949", "mp-3566", "mp-3839", "mp-571", "mp-1072104", "mp-1550", "mp-1690", "mp-20596", "mp-20608", "mp-20612", "mp-20619", "mp-20646", "mp-20649", "mp-22156", "mp-2265", "mp-23193", "mp-31337", "mp-3595", "mp-361", "mp-3736", "mp-505331", "mp-542632", "mp-8062", "mp-20670", "mp-20677", "mp-20686", "mp-20690", "mp-20735", "mp-20741", "mp-21273", "mp-22065", "mp-22240", "mp-22256", "mp-22270", "mp-2961", "mp-364", "mp-3651", "mp-3678", "mp-3682", "mp-20757", "mp-20762", "mp-20766", "mp-20776", "mp-20785", "mp-20787", "mp-20822", "mp-22343", "mp-22374", "mp-22397", "mp-22862", "mp-2691", "mp-2723", "mp-554212", "mp-20869", "mp-22486", "mp-22510", "mp-22532", "mp-22568", "mp-22595", "mp-2482", "mp-27840", "mp-27916", "mp-30564", "mp-389", "mp-3895", "mp-3909", "mp-3924", "mp-1719", "mp-18767", "mp-18972", "mp-2065", "mp-2341", "mp-2364", "mp-281", "mp-30613", "mp-394", "mp-3995", "mp-4007", "mp-4013", "mp-4014", "mp-4037", "mp-4065", "mp-4076", "mp-4090", "mp-4105", "mp-413", "mp-4150", "mp-4171", "mp-4177", "mp-5399", "mp-729", "mp-5369", "mp-5383", "mp-5386", "mp-542568", "mp-542569", "mp-544", "mp-556911", "mp-569270", "mp-694", "mp-715488", "mp-2663", "mp-542777", "mp-542779", "mp-542986", "mp-5621", "mp-567259", "mp-567314", "mp-1070", "mp-1115", "mp-21467", "mp-1483", "mp-20175", "mp-21255", "mp-2286", "mp-2695", "mp-5777", "mp-5820", "mp-5986", "mp-2947", "mp-406", "mp-5678", "mp-1018948", "mp-10967", "mp-2493", "mp-6092", "mp-615", "mp-813", "mp-1594", "mp-1865", "mp-20928", "mp-2469", "mp-2613", "mp-2644", "mp-408", "mp-503", "mp-543019", "mp-5967", "mp-600089", "mp-986", "mp-21090", "mp-2120", "mp-2536", "mp-313", "mp-4226", "mp-559", "mp-572", "mp-5944", "mp-10748", "mp-22261", "mp-2251", "mp-381", "mp-506", "mp-5893", "mp-592", "mp-622107", "mp-7583", "mp-20432", "mp-2391", "mp-376", "mp-601195", "mp-8016", "mp-830", "mp-203", "mp-2098", "mp-2203", "mp-656", "mp-1866", "mp-2086", "mp-2630", "mp-1017566", "mp-1039", "mp-20994", "mp-22790", "mp-543096", "mp-5443", "mp-5451", "mp-5452", "mp-571491", "mp-673", "mp-22914", "mp-5350", "mp-5456", "mp-1096803", "mp-4124", "mp-5493", "mp-550008", "mp-5519", "mp-554462", "mp-3668", "mp-552787", "mp-193", "mp-2097", "mp-2624", "mp-10074", "mp-554609", "mp-1096799", "mp-20131", "mp-2534", "mp-3191", "mp-22913", "mp-2297", "mp-568748", "mp-21431", "mp-562468", "mp-558854", "mp-7576", "mp-21423", "mp-582", "mp-883", "mp-999357", "mp-10322", "mp-10695", "mp-12631", "mp-1639", "mp-19833", "mp-1986", "mp-2499", "mp-3504", "mp-477", "mp-672", "mp-756", "mp-3785", "mp-973935", "mp-19391", "mp-2612", "mp-519", "mp-632", "mp-1785", "mp-1973", "mp-22698", "mp-23438", "mp-2740", "mp-400", "mp-662", "mp-865", "mp-1828", "mp-2483", "mp-4813", "mp-583", "mp-590", "mp-648", "mp-921", "mp-13949", "mp-21388", "mp-569008", "mp-5862", "mp-600124", "mp-22232", "mp-22367", "mp-2490", "mp-2746", "mp-555934", "mp-610530", "mp-6498", "mp-2466", "mp-3263", "mp-568032", "mp-568382", "mp-594", "mp-661", "mp-7104", "mp-7923", "mp-794", "mp-22691", "mp-2439", "mp-560338", "mp-945", "mp-24720", "mp-5423", "mp-3772", "mp-522", "mp-523", "mp-556520", "mp-1580", "mp-2404", "mp-556197", "mp-556546", "mp-560902", "mp-871", "mp-1005", "mp-20714", "mp-1768", "mp-20111", "mp-2052", "mp-2260", "mp-2291", "mp-2420", "mp-2618", "mp-2636", "mp-2685", "mp-2825", "mp-2831", "mp-30247", "mp-312", "mp-3412", "mp-11404", "mp-1402", "mp-1761", "mp-1911", "mp-246", "mp-2532", "mp-427", "mp-4374", "mp-4475", "mp-4537", "mp-4860", "mp-4881", "mp-560588", "mp-582799", "mp-559798", "mp-1187", "mp-1667", "mp-21385", "mp-6223", "mp-2524", "mp-426", "mp-1018803", "mp-2049", "mp-25592", "mp-614455", "mp-670", "mp-996", "mp-20318", "mp-849071", "mp-19845", "mp-242", "mp-27760", "mp-391", "mp-4081", "mp-762", "mp-20971", "mp-21092", "mp-2566", "mp-1274", "mp-1500", "mp-1924", "mp-20738", "mp-4452", "mp-5538", "mp-16315", "mp-1926", "mp-19722", "mp-24721", "mp-2639", "mp-5304", "mp-6408", "mp-1279", "mp-19184", "mp-421", "mp-510536", "mp-5323", "mp-542640", "mp-5757", "mp-5976", "mp-1113", "mp-1220", "mp-1674", "mp-1929", "mp-2011", "mp-20632", "mp-22205", "mp-2317", "mp-23192", "mp-2423", "mp-2664", "mp-3748", "mp-5020", "mp-5342", "mp-541837", "mp-657", "mp-6576", "mp-1002182", "mp-1038", "mp-1700", "mp-1735", "mp-2592", "mp-266", "mp-3433", "mp-1018027", "mp-1056920", "mp-1086", "mp-1104", "mp-1121", "mp-1145", "mp-1265", "mp-1281", "mp-13034", "mp-13035", "mp-1459", "mp-183", "mp-1894", "mp-1912", "mp-19275", "mp-1948", "mp-1971", "mp-20305", "mp-2090", "mp-20943", "mp-213", "mp-219", "mp-2205", "mp-2283", "mp-22906", "mp-23167", "mp-2474", "mp-2525", "mp-2615", "mp-2642", "mp-2653", "mp-2696", "mp-2756", "mp-2795", "mp-284", "mp-291", "mp-305", "mp-3161", "mp-6988", "mp-712", "mp-973835", "mp-1002105", "mp-1008987", "mp-1031", "mp-1056900", "mp-1057750", "mp-1058151", "mp-1062228", "mp-10694", "mp-1150", "mp-1158", "mp-1170", "mp-1235", "mp-12981", "mp-13036", "mp-13098", "mp-1336", "mp-1352", "mp-1418", "mp-1491", "mp-1603", "mp-182", "mp-188", "mp-1994", "mp-20012", "mp-20258", "mp-20411", "mp-21075", "mp-21276", "mp-21427", "mp-2156", "mp-2167", "mp-2168", "mp-2201", "mp-2209", "mp-2210", "mp-2285", "mp-23289", "mp-2360", "mp-2367", "mp-2634", "mp-27837", "mp-30604", "mp-374", "mp-398", "mp-448", "mp-492", "mp-505531", "mp-549706", "mp-554635", "mp-570891", "mp-585", "mp-631", "mp-646", "mp-763", "mp-776", "mp-7834", "mp-786", "mp-823", "mp-910", "mp-915", "mp-925", "mp-952", "mp-960", "mp-966", "mp-985829", "mp-985831", "mp-9972", "mp-1007761", "mp-1018276", "mp-1048", "mp-1064272", "mp-1064554", "mp-1064715", "mp-1064719", "mp-1064952", "mp-1065394", "mp-1089", "mp-1090", "mp-1097", "mp-1152", "mp-11799", "mp-1405", "mp-1471", "mp-1563", "mp-1571", "mp-1649", "mp-1692", "mp-1818", "mp-1842", "mp-19359", "mp-1979", "mp-19921", "mp-2001", "mp-20311", "mp-20353", "mp-20826", "mp-20860", "mp-20930", "mp-2126", "mp-22859", "mp-229", "mp-23313", "mp-2333", "mp-24850", "mp-24942", "mp-25119", "mp-2580", "mp-2747", "mp-357", "mp-3613", "mp-404", "mp-4170", "mp-4316", "mp-4494", "mp-4809", "mp-499", "mp-510281", "mp-510625", "mp-541441", "mp-541840", "mp-542915", "mp-556", "mp-608", "mp-636279", "mp-7991", "mp-999308", "mp-1057", "mp-1061", "mp-1068300", "mp-1068340", "mp-1068577", "mp-1068653", "mp-1069604", "mp-1070857", "mp-11284", "mp-1201", "mp-1401", "mp-1553", "mp-1575", "mp-1602", "mp-1824", "mp-1861", "mp-1873", "mp-18747", "mp-19405", "mp-1968", "mp-1976", "mp-19918", "mp-19979", "mp-2056", "mp-20595", "mp-2063", "mp-20700", "mp-2078", "mp-20890", "mp-21394", "mp-2191", "mp-22435", "mp-22899", "mp-22964", "mp-2319", "mp-23432", "mp-237", "mp-2455", "mp-2557", "mp-2721", "mp-2763", "mp-3108", "mp-34202", "mp-3441", "mp-3448", "mp-3585", "mp-362", "mp-3805", "mp-3834", "mp-3960", "mp-4064", "mp-4148", "mp-4175", "mp-4551", "mp-4653", "mp-4668", "mp-4711", "mp-4744", "mp-4805", "mp-500", "mp-5166", "mp-5400", "mp-556891", "mp-5577", "mp-560976", "mp-561348", "mp-561947", "mp-567808", "mp-568961", "mp-5745", "mp-5811", "mp-628", "mp-8250", "mp-8399", "mp-853", "mp-1249", "mp-1367", "mp-1515", "mp-1731", "mp-1832", "mp-19177", "mp-20354", "mp-20554", "mp-2062", "mp-22987", "mp-23188", "mp-4785", "mp-542791", "mp-644203", "mp-668", "mp-19035", "mp-2998", "mp-510408", "mp-5229", "mp-5827", "mp-1018657", "mp-1729", "mp-20459", "mp-2145", "mp-2578", "mp-2752", "mp-5782", "mp-973", "mp-10133", "mp-10139", "mp-1176", "mp-1359", "mp-1364", "mp-1431", "mp-1823", "mp-1825", "mp-1827", "mp-2018", "mp-20830", "mp-2303", "mp-2775", "mp-2778", "mp-675", "mp-1057979", "mp-1182", "mp-1186", "mp-1189", "mp-1194", "mp-1199", "mp-1200", "mp-1377", "mp-1391", "mp-1395", "mp-1408", "mp-1572", "mp-16342", "mp-1635", "mp-1773", "mp-1794", "mp-1837", "mp-189", "mp-204", "mp-2178", "mp-232", "mp-2497", "mp-2509", "mp-2516", "mp-2797", "mp-422", "mp-5475", "mp-669", "mp-990", "mp-1053", "mp-1062", "mp-1208", "mp-1229", "mp-1231", "mp-1236", "mp-1411", "mp-1620", "mp-1657", "mp-1670", "mp-1756", "mp-1860", "mp-1868", "mp-2051", "mp-2194", "mp-2334", "mp-2551", "mp-2558", "mp-2800", "mp-569765", "mp-1075", "mp-1076", "mp-1077", "mp-1245", "mp-1263", "mp-1448", "mp-1487", "mp-1492", "mp-1502", "mp-1569", "mp-1684", "mp-1696", "mp-1703", "mp-1874", "mp-1883", "mp-1892", "mp-1901", "mp-2066", "mp-2076", "mp-2077", "mp-2583", "mp-2607", "mp-2620", "mp-2621", "mp-2805", "mp-542595", "mp-9252", "mp-1103", "mp-1259", "mp-12605", "mp-12763", "mp-1285", "mp-12899", "mp-12900", "mp-1291", "mp-1296", "mp-1505", "mp-1514", "mp-1518", "mp-1526", "mp-1836", "mp-1907", "mp-191", "mp-1910", "mp-1913", "mp-1918", "mp-1921", "mp-1933", "mp-2016", "mp-208", "mp-2088", "mp-2222", "mp-2228", "mp-2232", "mp-2358", "mp-2370", "mp-2381", "mp-260", "mp-2645", "mp-2646", "mp-2658", "mp-2659", "mp-2661", "mp-2662", "mp-2668", "mp-2677", "mp-2686", "mp-2688", "mp-2689", "mp-2694", "mp-3159", "mp-493", "mp-893", "mp-1128", "mp-1140", "mp-11427", "mp-1306", "mp-1320", "mp-1326", "mp-1327", "mp-1539", "mp-1547", "mp-1548", "mp-1549", "mp-1727", "mp-1752", "mp-1799", "mp-1941", "mp-1943", "mp-1955", "mp-19761", "mp-2099", "mp-2242", "mp-2252", "mp-23710", "mp-2403", "mp-2413", "mp-2648", "mp-2730", "mp-1253", "mp-1373", "mp-1579", "mp-1591", "mp-19102", "mp-2000", "mp-2008", "mp-20903", "mp-20909", "mp-20941", "mp-2121", "mp-2134", "mp-22060", "mp-2258", "mp-2264", "mp-2268", "mp-2424", "mp-24291", "mp-2431", "mp-2435", "mp-2459", "mp-2462", "mp-2465", "mp-2602", "mp-2738", "mp-2757", "mp-2837", "mp-2845", "mp-3292", "mp-339", "mp-4196", "mp-4210", "mp-4219", "mp-7577", "mp-19149", "mp-20933", "mp-20956", "mp-20970", "mp-20984", "mp-21000", "mp-21008", "mp-21252", "mp-2486", "mp-3301", "mp-3325", "mp-3329", "mp-4229", "mp-425", "mp-4250", "mp-4255", "mp-4302", "mp-4305", "mp-19443", "mp-20549", "mp-20729", "mp-21048", "mp-21079", "mp-21089", "mp-21115", "mp-22740", "mp-22760", "mp-22761", "mp-24726", "mp-435", "mp-4402", "mp-441", "mp-4415", "mp-4433", "mp-4439", "mp-4458", "mp-4466", "mp-4487", "mp-4488", "mp-558", "mp-1479", "mp-1541", "mp-19724", "mp-19737", "mp-19753", "mp-21177", "mp-21188", "mp-21197", "mp-21221", "mp-21432", "mp-2263", "mp-22777", "mp-22850", "mp-22858", "mp-22863", "mp-22865", "mp-22871", "mp-22875", "mp-2967", "mp-4511", "mp-4521", "mp-460", "mp-4608", "mp-4613", "mp-4638", "mp-5951", "mp-19773", "mp-19795", "mp-19814", "mp-19824", "mp-21238", "mp-21240", "mp-21245", "mp-21260", "mp-21264", "mp-21271", "mp-21280", "mp-21281", "mp-22892", "mp-22893", "mp-22897", "mp-22925", "mp-22957", "mp-22969", "mp-22995", "mp-2302", "mp-25091", "mp-2520", "mp-335", "mp-3359", "mp-3589", "mp-472", "mp-4725", "mp-4729", "mp-4738", "mp-4743", "mp-569544", "mp-19870", "mp-19917", "mp-21305", "mp-21313", "mp-21325", "mp-21363", "mp-21381", "mp-21855", "mp-23025", "mp-23062", "mp-23070", "mp-2350", "mp-3376", "mp-3388", "mp-4793", "mp-481", "mp-4815", "mp-4817", "mp-4836", "mp-4840", "mp-4854", "mp-4893", "mp-6920", "mp-804", "mp-951", "mp-1017467", "mp-1077071", "mp-1436", "mp-1527", "mp-1654", "mp-1742", "mp-1821", "mp-1882", "mp-18841", "mp-1969", "mp-19876", "mp-19877", "mp-19923", "mp-19940", "mp-2092", "mp-21192", "mp-21420", "mp-227", "mp-23072", "mp-23282", "mp-252", "mp-2827", "mp-3097", "mp-321", "mp-328", "mp-3614", "mp-4903", "mp-4920", "mp-4924", "mp-4939", "mp-4954", "mp-574", "mp-610522", "mp-666", "mp-803", "mp-917", "mp-9281", "mp-929", "mp-10033", "mp-1019", "mp-1032", "mp-1034", "mp-1043", "mp-1064456", "mp-1069", "mp-1070859", "mp-1071319", "mp-1071448", "mp-1071541", "mp-1072181", "mp-1072865", "mp-1077102", "mp-1077398", "mp-1159", "mp-12770", "mp-1278", "mp-1294", "mp-1522", "mp-1567", "mp-1570", "mp-1629", "mp-1634", "mp-1651", "mp-16730", "mp-1718", "mp-1757", "mp-19094", "mp-1915", "mp-1939", "mp-1984", "mp-20021", "mp-20027", "mp-20086", "mp-20155", "mp-2041", "mp-20664", "mp-20725", "mp-21117", "mp-21284", "mp-2129", "mp-21343", "mp-2152", "mp-2233", "mp-22752", "mp-22795", "mp-22857", "mp-22882", "mp-22895", "mp-22939", "mp-22973", "mp-2322", "mp-2331", "mp-2373", "mp-23807", "mp-2396", "mp-2501", "mp-2574", "mp-258", "mp-2582", "mp-2628", "mp-2680", "mp-2698", "mp-2732", "mp-2815", "mp-2844", "mp-2850", "mp-390", "mp-445", "mp-470", "mp-474", "mp-537", "mp-541911", "mp-5532", "mp-5634", "mp-568398", "mp-571664", "mp-589", "mp-602", "mp-607", "mp-6947", "mp-6996", "mp-7284", "mp-742", "mp-753721", "mp-760", "mp-764", "mp-774", "mp-861", "mp-862", "mp-884", "mp-998", "mp-10142", "mp-1077929", "mp-1078452", "mp-1078526", "mp-1081", "mp-1221", "mp-12752", "mp-12990", "mp-1497", "mp-15652", "mp-1786", "mp-19191", "mp-19317", "mp-19366", "mp-19747", "mp-19804", "mp-19807", "mp-19962", "mp-20271", "mp-20708", "mp-21139", "mp-21410", "mp-22154", "mp-22311", "mp-22596", "mp-22700", "mp-22903", "mp-2769", "mp-2780", "mp-3163", "mp-4158", "mp-4181", "mp-4288", "mp-4524", "mp-4583", "mp-4596", "mp-4612", "mp-467", "mp-468", "mp-4979", "mp-5528", "mp-697096", "mp-7229", "mp-8742", "mp-964", "mp-1078858", "mp-1940", "mp-19835", "mp-20878", "mp-2154", "mp-2400", "mp-2489", "mp-24945", "mp-2567", "mp-322", "mp-4008", "mp-4538", "mp-542583", "mp-622621", "mp-696", "mp-743", "mp-7832", "mp-818", "mp-839", "mp-8761", "mp-1804", "mp-2019", "mp-20883", "mp-21030", "mp-21078", "mp-2231", "mp-22811", "mp-22849", "mp-24944", "mp-2552", "mp-30855", "mp-4978", "mp-510622", "mp-740", "mp-7857", "mp-9814", "mp-1072922", "mp-1076939", "mp-1078464", "mp-1079570", "mp-10824", "mp-1087", "mp-11722", "mp-13955", "mp-1413", "mp-1415", "mp-1429", "mp-1898", "mp-19009", "mp-2089", "mp-224", "mp-22469", "mp-23116", "mp-2369", "mp-24927", "mp-27677", "mp-5075", "mp-5372", "mp-542633", "mp-560", "mp-5702", "mp-819", "mp-825", "mp-850", "mp-856", "mp-903", "mp-959", "mp-9921", "mp-1078497", "mp-1078520", "mp-1078686", "mp-1078931", "mp-1079684", "mp-1108", "mp-1451", "mp-1472", "mp-1683", "mp-1822", "mp-2229", "mp-22736", "mp-2533", "mp-31205", 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"mp-5566", "mp-5866", "mp-772", "mp-8352", "mp-948", "mp-984", "mp-1022", "mp-10764", "mp-1156", "mp-1422", "mp-1820", "mp-19006", "mp-215", "mp-22867", "mp-22922", "mp-23247", "mp-2384", "mp-2616", "mp-2674", "mp-2857", "mp-1065", "mp-1123", "mp-1425", "mp-1623", "mp-171", "mp-1895", "mp-19834", "mp-220", "mp-22221", "mp-2379", "mp-2470", "mp-3942", "mp-4043", "mp-4990", "mp-510403", "mp-601", "mp-912", "mp-994", "mp-12979", "mp-1315", "mp-1437", "mp-1458", "mp-1560", "mp-1766", "mp-1995", "mp-20469", "mp-2343", "mp-23703", "mp-23870", "mp-2495", "mp-2665", "mp-2776", "mp-8560", "mp-974435", "mp-1055", "mp-1059160", "mp-1343", "mp-1975", "mp-2050", "mp-20730", "mp-20840", "mp-2186", "mp-22873", "mp-2306", "mp-2699", "mp-2762", "mp-280", "mp-3271", "mp-3740", "mp-540", "mp-972", "mp-1093", "mp-1100", "mp-1671", "mp-24096", "mp-2692", "mp-13398", "mp-5407", "mp-1179013", "mp-22956", "mp-9244", "mp-1977", "mp-22053", "mp-3078", "mp-23023", "mp-1180065", "mp-20969"] \ No newline at end of file +["mp-797", "mp-1953", "mp-564", "mp-3040", "mp-782", "mp-7986", "mp-766", "mp-7140", "mp-21471", "mp-22898", "mp-969", "mp-761", "mp-21171", "mp-1219", "mp-23037", "mp-25503", "mp-541937", "mp-720", "mp-739", "mp-931", "mp-933", "mp-1066", "mp-21168", "mp-24964", "mp-3499", "mp-3574", "mp-5019", "mp-546794", "mp-633", "mp-6562", "mp-6625", "mp-663", "mp-6646", "mp-665", "mp-869", "mp-889", "mp-20211", "mp-20351", "mp-20717", "mp-9967", "mp-22386", "mp-23026", "mp-2597", "mp-3038", "mp-978986", "mp-1112", "mp-1662", "mp-286", "mp-9945", "mp-1781", "mp-2422", "mp-24728", "mp-4953", "mp-715", "mp-2207", "mp-22866", "mp-1024", "mp-20193", "mp-22514", "mp-5150", "mp-637965", "mp-2570", "mp-3734", "mp-5215", "mp-5749", "mp-619461", "mp-636253", "mp-6328", "mp-643", "mp-2206", "mp-4346", "mp-20861", "mp-24161", "mp-2450", "mp-5414", "mp-953", "mp-1565", "mp-2085", "mp-6088", "mp-610", "mp-614489", "mp-858", "mp-2670", "mp-982", "mp-3709", "mp-5936", "mp-5948", "mp-1132", "mp-1778", 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-1 +1 @@ -{"@module": "pymatgen.electronic_structure.dos", "@class": "CompleteDos", "efermi": 5.63422086, "structure": {"@module": "pymatgen.core.structure", "@class": "Structure", "charge": null, "lattice": {"matrix": [[-2.734463, -2.734463, 0.0], [-2.734463, 0.0, -2.734463], [0.0, -2.734463, -2.734463]], "a": 3.8671146604074202, "b": 3.8671146604074202, "c": 3.8671146604074202, "alpha": 59.99999999999999, "beta": 59.99999999999999, "gamma": 59.99999999999999, "volume": 40.89273419687557}, "sites": [{"species": [{"element": "Si", "occu": 1}], "abc": [0.75, 0.75, 0.75], "xyz": [-4.1016945, -4.1016945, -4.1016945], "label": "Si", "properties": {}}, {"species": [{"element": "Si", "occu": 1}], "abc": [0.0, 0.0, 0.0], "xyz": [0.0, 0.0, 0.0], "label": "Si", "properties": {}}]}, "energies": [-7.5378, -7.4887, -7.4395, -7.3904, -7.3413, -7.2921, -7.243, -7.1939, -7.1448, -7.0956, -7.0465, -6.9974, -6.9483, -6.8991, -6.85, -6.8009, -6.7518, -6.7026, -6.6535, -6.6044, -6.5553, -6.5061, -6.457, 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import Container, H1 # dos and bs data from local jsons from monty.serialization import loadfn @@ -35,7 +33,10 @@ # example layout to demonstrate capabilities of component my_layout = Container( - [H1("Band Structure and Density of States Example"), bsdos_component.layout(),] + [ + H1("Band Structure and Density of States Example"), + bsdos_component.layout(), + ] ) # wrap your app.layout with crystal_toolkit_layout() diff --git a/build/lib/crystal_toolkit/apps/examples/basic_hello_structure.py b/build/lib/crystal_toolkit/apps/examples/basic_hello_structure.py index 13307717..0921a078 100644 --- a/build/lib/crystal_toolkit/apps/examples/basic_hello_structure.py +++ b/build/lib/crystal_toolkit/apps/examples/basic_hello_structure.py @@ -1,7 +1,6 @@ # as explained in "preamble" section in documentation import dash import dash_html_components as html -import dash_core_components as dcc import crystal_toolkit.components as ctc app = dash.Dash() diff --git a/build/lib/crystal_toolkit/apps/examples/basic_hello_structure_interactive.py b/build/lib/crystal_toolkit/apps/examples/basic_hello_structure_interactive.py index 7d759886..e430f4fa 100644 --- a/build/lib/crystal_toolkit/apps/examples/basic_hello_structure_interactive.py +++ b/build/lib/crystal_toolkit/apps/examples/basic_hello_structure_interactive.py @@ -1,11 +1,10 @@ # as above import dash import dash_html_components as html -import dash_core_components as dcc import crystal_toolkit.components as ctc # standard Dash imports for callbacks (interactivity) -from dash.dependencies import Input, Output, State +from dash.dependencies import Input, Output from dash.exceptions import PreventUpdate from pymatgen.core.structure import Structure diff --git a/build/lib/crystal_toolkit/apps/examples/basic_hello_world.py b/build/lib/crystal_toolkit/apps/examples/basic_hello_world.py index 17f243f8..40482666 100644 --- a/build/lib/crystal_toolkit/apps/examples/basic_hello_world.py +++ b/build/lib/crystal_toolkit/apps/examples/basic_hello_world.py @@ -1,7 +1,6 @@ # standard Dash imports import dash import dash_html_components as html -import dash_core_components as dcc # standard Crystal Toolkit import import crystal_toolkit.components as ctc diff --git a/build/lib/crystal_toolkit/apps/examples/diffraction.py b/build/lib/crystal_toolkit/apps/examples/diffraction.py index 0f10e8e5..4b9472c0 100644 --- a/build/lib/crystal_toolkit/apps/examples/diffraction.py +++ b/build/lib/crystal_toolkit/apps/examples/diffraction.py @@ -1,7 +1,5 @@ # standard Dash imports import dash -import dash_html_components as html -import dash_core_components as dcc # standard Crystal Toolkit import import crystal_toolkit.components as ctc @@ -9,9 +7,6 @@ from crystal_toolkit.helpers.layouts import H1, H3, Container # import for this example -from pymatgen.ext.matproj import MPRester -from pymatgen.analysis.phase_diagram import PhaseDiagram -from pymatgen.analysis.diffraction.xrd import XRDCalculator # create Dash app as normal app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) diff --git a/build/lib/crystal_toolkit/apps/examples/diffraction_dynamic.py b/build/lib/crystal_toolkit/apps/examples/diffraction_dynamic.py index 5c8a3594..8dec3af7 100644 --- a/build/lib/crystal_toolkit/apps/examples/diffraction_dynamic.py +++ b/build/lib/crystal_toolkit/apps/examples/diffraction_dynamic.py @@ -1,13 +1,11 @@ # standard Dash imports import dash -import dash_html_components as html -import dash_core_components as dcc from dash.dependencies import Input, Output # standard Crystal Toolkit import import crystal_toolkit.components as ctc from crystal_toolkit.settings import SETTINGS -from crystal_toolkit.helpers.layouts import H1, H2, Container, Button +from crystal_toolkit.helpers.layouts import Button, Container, H1 # create Dash app as normal app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) diff --git a/build/lib/crystal_toolkit/apps/examples/diffraction_empty.py b/build/lib/crystal_toolkit/apps/examples/diffraction_empty.py index d1c364fb..b3b19d8f 100644 --- a/build/lib/crystal_toolkit/apps/examples/diffraction_empty.py +++ b/build/lib/crystal_toolkit/apps/examples/diffraction_empty.py @@ -1,19 +1,14 @@ # standard Dash imports import dash -import dash_html_components as html -import dash_core_components as dcc # standard Crystal Toolkit import import crystal_toolkit.components as ctc from crystal_toolkit.settings import SETTINGS -from crystal_toolkit.helpers.layouts import H1, H2, Container +from crystal_toolkit.helpers.layouts import Container, H1 # import for this example from pymatgen.core.structure import Structure from pymatgen.core.lattice import Lattice -from pymatgen.ext.matproj import MPRester -from pymatgen.analysis.phase_diagram import PhaseDiagram -from pymatgen.analysis.diffraction.xrd import XRDCalculator # create Dash app as normal app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) @@ -28,7 +23,10 @@ # example layout to demonstrate capabilities of component my_layout = Container( - [H1("XRDComponent Example (Empty, No Structure Defined)"), xrd_component.layout(),] + [ + H1("XRDComponent Example (Empty, No Structure Defined)"), + xrd_component.layout(), + ] ) # as explained in "preamble" section in documentation diff --git a/build/lib/crystal_toolkit/apps/examples/structure.py b/build/lib/crystal_toolkit/apps/examples/structure.py index 231ec437..48610f63 100644 --- a/build/lib/crystal_toolkit/apps/examples/structure.py +++ b/build/lib/crystal_toolkit/apps/examples/structure.py @@ -1,6 +1,5 @@ # standard Dash imports import dash -import dash_core_components as dcc import dash_html_components as html # import for this example diff --git a/build/lib/crystal_toolkit/apps/examples/tests/test_basic.py b/build/lib/crystal_toolkit/apps/examples/tests/test_basic.py index cf1992fc..8b7689fc 100644 --- a/build/lib/crystal_toolkit/apps/examples/tests/test_basic.py +++ b/build/lib/crystal_toolkit/apps/examples/tests/test_basic.py @@ -17,7 +17,7 @@ def test_hello_scientist(dash_duo): time.sleep(1) dash_duo.percy_snapshot("hello_scientist") - logs = dash_duo.get_logs() + dash_duo.get_logs() # assert bool(logs) is False, f"Browser console contains an error: {logs}" @@ -28,7 +28,7 @@ def test_hello_structure(dash_duo): time.sleep(1) dash_duo.percy_snapshot("hello_structure") - logs = dash_duo.get_logs() + dash_duo.get_logs() # assert bool(logs) is False, f"Browser console contains an error: {logs}" @@ -44,5 +44,5 @@ def test_hello_structure_interactive(dash_duo): time.sleep(1) dash_duo.percy_snapshot("hello_structure_interactive_on_click") - logs = dash_duo.get_logs() + dash_duo.get_logs() # assert bool(logs) is False, f"Browser console contains an error: {logs}" diff --git a/build/lib/crystal_toolkit/apps/examples/transformations.py b/build/lib/crystal_toolkit/apps/examples/transformations.py index 73a606f7..113019fa 100644 --- a/build/lib/crystal_toolkit/apps/examples/transformations.py +++ b/build/lib/crystal_toolkit/apps/examples/transformations.py @@ -1,9 +1,7 @@ # standard Dash imports import dash import dash_html_components as html -import dash_core_components as dcc -from dash.dependencies import Input, Output, State -from dash.exceptions import PreventUpdate +from dash.dependencies import Input, Output # standard Crystal Toolkit import import crystal_toolkit.components as ctc diff --git a/build/lib/crystal_toolkit/apps/examples/transformations_minimal.py b/build/lib/crystal_toolkit/apps/examples/transformations_minimal.py index e610dd45..0e24f279 100644 --- a/build/lib/crystal_toolkit/apps/examples/transformations_minimal.py +++ b/build/lib/crystal_toolkit/apps/examples/transformations_minimal.py @@ -2,8 +2,7 @@ import dash import dash_core_components as dcc import dash_html_components as html -from dash.dependencies import Input, Output, State -from dash.exceptions import PreventUpdate +from dash.dependencies import Input, Output from dash_mp_components import JsonView # import for this example @@ -59,7 +58,8 @@ @app.callback( - Output("structure_out", "data"), [Input(transformation_component.id(), "data")], + Output("structure_out", "data"), + [Input(transformation_component.id(), "data")], ) def update_structure(struct): return struct diff --git a/build/lib/crystal_toolkit/apps/main.py b/build/lib/crystal_toolkit/apps/main.py index 400ca58d..6f5c3aac 100644 --- a/build/lib/crystal_toolkit/apps/main.py +++ b/build/lib/crystal_toolkit/apps/main.py @@ -1,6 +1,5 @@ import logging import os -from ast import literal_eval from random import choice from time import time from typing import Optional @@ -19,7 +18,7 @@ import crystal_toolkit.components as ctc from crystal_toolkit import __file__ as module_path from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import * +from crystal_toolkit.helpers.layouts import Box, Column, Columns, Container, Footer, H3, Loading, MessageBody, MessageContainer, MessageHeader, Reveal, Section, dcc, html, warnings from crystal_toolkit.settings import SETTINGS # choose a default structure on load diff --git a/build/lib/crystal_toolkit/components/bandstructure.py b/build/lib/crystal_toolkit/components/bandstructure.py index 8bfd5f66..ddd11619 100644 --- a/build/lib/crystal_toolkit/components/bandstructure.py +++ b/build/lib/crystal_toolkit/components/bandstructure.py @@ -2,7 +2,6 @@ import numpy as np import plotly.graph_objs as go -import plotly.subplots as tls from dash.dependencies import Input, Output from dash.exceptions import PreventUpdate @@ -15,13 +14,13 @@ ) from pymatgen.electronic_structure.core import Spin from pymatgen.electronic_structure.dos import CompleteDos -from pymatgen.electronic_structure.plotter import BSPlotter, fold_point +from pymatgen.electronic_structure.plotter import BSPlotter from pymatgen.symmetry.bandstructure import HighSymmKpath from crystal_toolkit.core.scene import Scene, Lines, Spheres, Convex, Cylinders from crystal_toolkit.core.mpcomponent import MPComponent from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import * +from crystal_toolkit.helpers.layouts import Column, Columns, Label, Loading, MessageBody, MessageContainer, bandstructure_symm_line, bs, bsml, dcc, density_of_states, dos, dos_select, elements, get_bandstructure_traces, get_data_list, get_dos_traces, html, path_convention # Author: Jason Munro # Contact: jmunro@lbl.gov @@ -62,7 +61,13 @@ def _sub_layouts(self): fig = BandstructureAndDosComponent.get_figure(bs, dos) # Main plot graph = Loading( - [dcc.Graph(figure=fig, config={"displayModeBar": False}, responsive=True,)], + [ + dcc.Graph( + figure=fig, + config={"displayModeBar": False}, + responsive=True, + ) + ], id=self.id("bsdos-div"), ) @@ -85,7 +90,10 @@ def _sub_layouts(self): options=[ {"label": "Latimer-Munro", "value": "lm"}, {"label": "Hinuma et al.", "value": "hin"}, - {"label": "Setyawan-Curtarolo", "value": "sc",}, + { + "label": "Setyawan-Curtarolo", + "value": "sc", + }, ], ) ], @@ -106,7 +114,10 @@ def _sub_layouts(self): options=[ {"label": "Latimer-Munro", "value": "lm"}, {"label": "Hinuma et al.", "value": "hin"}, - {"label": "Setyawan-Curtarolo", "value": "sc",}, + { + "label": "Setyawan-Curtarolo", + "value": "sc", + }, ], ) ], @@ -498,8 +509,8 @@ def get_dos_traces(dos, dos_select, energy_window=(-6.0, 10.0)): dostraces = [] - dos_max = np.abs((dos.energies - dos.efermi - energy_window[1])).argmin() - dos_min = np.abs((dos.energies - dos.efermi - energy_window[0])).argmin() + dos_max = np.abs(dos.energies - dos.efermi - energy_window[1]).argmin() + dos_min = np.abs(dos.energies - dos.efermi - energy_window[0]).argmin() # TODO: pymatgen should have a property here spin_polarized = len(dos.densities.keys()) == 2 @@ -541,7 +552,7 @@ def get_dos_traces(dos, dos_select, energy_window=(-6.0, 10.0)): dostraces.append(trace_tdos) ele_dos = dos.get_element_dos() - elements = [str(entry) for entry in ele_dos.keys()] + [str(entry) for entry in ele_dos.keys()] if dos_select == "ap": proj_data = ele_dos @@ -683,7 +694,10 @@ def get_figure( ticks="inside", linewidth=2, tickwidth=2, - range=[-rmax * 1.1 * int(len(bs_data["energy"].keys()) == 2), rmax * 1.1,], + range=[ + -rmax * 1.1 * int(len(bs_data["energy"].keys()) == 2), + rmax * 1.1, + ], linecolor="rgb(71,71,71)", gridcolor="white", zerolinecolor="white", @@ -868,7 +882,10 @@ def update_select(elements, mpid): ], ) def bs_dos_data( - data, path_convention, dos_select, label_select, + data, + path_convention, + dos_select, + label_select, ): # Obtain bands to plot over and generate traces for bs data: diff --git a/build/lib/crystal_toolkit/components/diffraction.py b/build/lib/crystal_toolkit/components/diffraction.py index 17f174e5..7a98c695 100644 --- a/build/lib/crystal_toolkit/components/diffraction.py +++ b/build/lib/crystal_toolkit/components/diffraction.py @@ -1,4 +1,3 @@ -import dash import dash_core_components as dcc import dash_html_components as html import math @@ -6,11 +5,10 @@ from dash import callback_context from scipy.special import wofz import plotly.graph_objs as go -from dash.dependencies import Input, Output, State +from dash.dependencies import Input, Output from dash.exceptions import PreventUpdate from pymatgen.symmetry.analyzer import SpacegroupAnalyzer -from pymatgen.analysis.diffraction.tem import TEMCalculator # Scherrer equation: @@ -24,7 +22,7 @@ from pymatgen.analysis.diffraction.xrd import XRDCalculator, WAVELENGTHS -from crystal_toolkit.helpers.layouts import * +from crystal_toolkit.helpers.layouts import Box, Column, Columns, Loading from crystal_toolkit.core.mpcomponent import MPComponent from crystal_toolkit.core.panelcomponent import PanelComponent @@ -112,7 +110,7 @@ def __init__(self, *args, initial_structure=None, **kwargs): @staticmethod def G(x, c, alpha): - """ Return c-centered Gaussian line shape at x with HWHM alpha """ + """Return c-centered Gaussian line shape at x with HWHM alpha""" return ( np.sqrt(np.log(2) / np.pi) / alpha @@ -121,12 +119,12 @@ def G(x, c, alpha): @staticmethod def L(x, c, gamma): - """ Return c-centered Lorentzian line shape at x with HWHM gamma """ - return gamma / (np.pi * ((x - c) ** 2 + gamma ** 2)) + """Return c-centered Lorentzian line shape at x with HWHM gamma""" + return gamma / (np.pi * ((x - c) ** 2 + gamma**2)) @staticmethod def V(x, c, alphagamma): - """ Return the c-centered Voigt line shape at x, scaled to match HWHM of Gaussian and Lorentzian profiles.""" + """Return the c-centered Voigt line shape at x, scaled to match HWHM of Gaussian and Lorentzian profiles.""" alpha = 0.61065 * alphagamma gamma = 0.61065 * alphagamma sigma = alpha / np.sqrt(2 * np.log(2)) @@ -200,7 +198,6 @@ def _sub_layouts(self): ) # Broaden peaks - broadening_toggle = ... # Radiation source selector rad_source = self.get_choice_input( @@ -219,11 +216,11 @@ def _sub_layouts(self): kwarg_label="shape_factor", state=state, label="Shape Factor", - help_str="""The peak profile determines what distribute characterizes the broadening of an XRD pattern. -Two extremes are Gaussian distributions, which are useful for peaks with more rounded tops (typically due to strain -broadening) and Lorentzian distributions, which are useful for peaks with sharper top (typically due to size -distributions and dislocations). In reality, peak shapes usually follow a Voigt distribution, which is a convolution of -Gaussian and Lorentzian peak shapes, with the contribution to both Gaussian and Lorentzian components sample and instrument + help_str="""The peak profile determines what distribute characterizes the broadening of an XRD pattern. +Two extremes are Gaussian distributions, which are useful for peaks with more rounded tops (typically due to strain +broadening) and Lorentzian distributions, which are useful for peaks with sharper top (typically due to size +distributions and dislocations). In reality, peak shapes usually follow a Voigt distribution, which is a convolution of +Gaussian and Lorentzian peak shapes, with the contribution to both Gaussian and Lorentzian components sample and instrument dependent. Here, both contributions are equally weighted if Voigt is chosen.""", ) @@ -232,9 +229,9 @@ def _sub_layouts(self): kwarg_label="peak_profile", state=state, label="Peak Profile", - help_str="""The shape factor K, also known as the “Scherrer constant” is a dimensionless - quantity to obtain an actual particle size from an apparent particle size determined from XRD. The discrepancy is - because the shape of an individual crystallite will change the resulting diffraction broadening. Commonly, a value + help_str="""The shape factor K, also known as the “Scherrer constant” is a dimensionless + quantity to obtain an actual particle size from an apparent particle size determined from XRD. The discrepancy is + because the shape of an individual crystallite will change the resulting diffraction broadening. Commonly, a value of 0.94 for isotropic crystals in a spherical shape is used. However, in practice K can vary from 0.62 to 2.08.""", options=[ {"label": "Gaussian", "value": "G"}, @@ -262,7 +259,7 @@ def _sub_layouts(self): label="Scherrer crystallite size / nm", state=state, help_str="...", - marks={i: "{}".format(10 ** i) for i in range(-1, 3)}, + marks={i: f"{10**i}" for i in range(-1, 3)}, min=-1, max=2, step=0.01, @@ -328,7 +325,7 @@ def update_graph(data, logsize, rad_source, peak_profile, K, x_axis): x_peak = data["x"] y_peak = data["y"] d_hkls = data["d_hkls"] - grain_size = 10 ** logsize + grain_size = 10**logsize hkl_list = [hkl[0]["hkl"] for hkl in data["hkls"]] hkls = [ @@ -349,7 +346,7 @@ def update_graph(data, logsize, rad_source, peak_profile, K, x_axis): # optimal number of points per degree determined through usage experiments if logsize > 1: - N_density = 150 * (logsize ** 4) # scaled to log size to the 4th power + N_density = 150 * (logsize**4) # scaled to log size to the 4th power else: N_density = 150 @@ -459,9 +456,9 @@ def contents_layout(self) -> html.Div: kwarg_label="mode", state=state, label="Mode", - help_str="""Select whether to generate a powder diffraction pattern - (a pattern averaged over all orientations of a polycrystalline material) - or a single crystal diffraction pattern (a diffraction pattern generated + help_str="""Select whether to generate a powder diffraction pattern + (a pattern averaged over all orientations of a polycrystalline material) + or a single crystal diffraction pattern (a diffraction pattern generated from a single crystal structure.""", options=[ {"value": "powder", "label": "Powder"}, diff --git a/build/lib/crystal_toolkit/components/download.py b/build/lib/crystal_toolkit/components/download.py index 6ad6e68d..3a508dde 100644 --- a/build/lib/crystal_toolkit/components/download.py +++ b/build/lib/crystal_toolkit/components/download.py @@ -1,10 +1,8 @@ -import dash_core_components as dcc import dash_html_components as html from dash import callback_context -from dash.dependencies import Input, Output, State +from dash.dependencies import Input, Output -from crystal_toolkit.core.mpcomponent import MPComponent from crystal_toolkit.core.panelcomponent import PanelComponent from crystal_toolkit.helpers.layouts import Button, Icon diff --git a/build/lib/crystal_toolkit/components/localenv.py b/build/lib/crystal_toolkit/components/localenv.py index bd09ccfd..fd62e513 100644 --- a/build/lib/crystal_toolkit/components/localenv.py +++ b/build/lib/crystal_toolkit/components/localenv.py @@ -3,7 +3,6 @@ import dash_core_components as dcc import dash_html_components as html -import plotly.express as px from dash import callback_context from dash.dependencies import Input, Output from dash.exceptions import PreventUpdate @@ -563,7 +562,8 @@ def _get_all_structs_from_elements(elements): with MPRester() as mpr: docs = mpr.query( - {"chemsys": {"$in": all_chemsyses}}, ["task_id", "structure"], + {"chemsys": {"$in": all_chemsyses}}, + ["task_id", "structure"], ) structs.update({d["task_id"]: d["structure"] for d in docs}) return structs diff --git a/build/lib/crystal_toolkit/components/phase_diagram.py b/build/lib/crystal_toolkit/components/phase_diagram.py index 07de8209..7271544f 100644 --- a/build/lib/crystal_toolkit/components/phase_diagram.py +++ b/build/lib/crystal_toolkit/components/phase_diagram.py @@ -1,4 +1,3 @@ -from typing import Optional import dash import dash_core_components as dcc diff --git a/build/lib/crystal_toolkit/components/pourbaix.py b/build/lib/crystal_toolkit/components/pourbaix.py index fe617e42..16ad7fab 100644 --- a/build/lib/crystal_toolkit/components/pourbaix.py +++ b/build/lib/crystal_toolkit/components/pourbaix.py @@ -2,7 +2,7 @@ import dash_core_components as dcc import dash_html_components as html import plotly.graph_objs as go -from dash.dependencies import Input, Output, State +from dash.dependencies import Input, Output from dash.exceptions import PreventUpdate import numpy as np @@ -44,8 +44,8 @@ def __init__(self, pourbaix_diagram=None, **kwargs): self.create_store("pourbaix_diagram_options") self.create_store("pourbaix_display_options") for index in range(SUPPORTED_N_ELEMENTS): - self.create_store("concentration-slider-{}".format(index)) - self.create_store("concentration-slider-{}-div".format(index)) + self.create_store(f"concentration-slider-{index}") + self.create_store(f"concentration-slider-{index}-div") self.create_store("conc_dict") self.create_store("pourbaix_diagram", initial_data=pourbaix_diagram) @@ -163,9 +163,9 @@ def get_figure( ph_mesh.ravel(), v_mesh.ravel(), decomposition_e.ravel() ): hovertext = [ - "∆Gpbx={:.2f}".format(de_val), - "ph={:.2f}".format(ph_val), - "V={:.2f}".format(v_val), + f"∆Gpbx={de_val:.2f}", + f"ph={ph_val:.2f}", + f"V={v_val:.2f}", ] hovertext = "
      ".join(hovertext) hovertexts.append(hovertext) @@ -343,18 +343,18 @@ def _sub_layouts(self): html.Div( children=[ html.Div( - "concentration-{}".format(n), - id=self.id("concentration-{}-text".format(n)), + f"concentration-{n}", + id=self.id(f"concentration-{n}-text"), ), dcc.Slider( - id=self.id("concentration-slider-{}".format(n)), + id=self.id(f"concentration-slider-{n}"), min=-8, max=1, step=1, value=-4, ), ], - id=self.id("concentration-slider-{}-div".format(n)), + id=self.id(f"concentration-slider-{n}-div"), style={"display": "none"}, ) for n in range(SUPPORTED_N_ELEMENTS) @@ -547,7 +547,7 @@ def get_chemsys_from_struct_mpid(mpid, struct, chemsys): # their values. Renders only the necessary ones visible. @app.callback( [ - Output(self.id("concentration-slider-{}-div".format(index)), "style") + Output(self.id(f"concentration-slider-{index}-div"), "style") for index in range(SUPPORTED_N_ELEMENTS) ], [ @@ -570,12 +570,12 @@ def reveal_sliders(pourbaix_diagram, struct): @app.callback( [Output(self.id("conc_dict"), "data")] + [ - Output(self.id("concentration-{}-text".format(index)), "children") + Output(self.id(f"concentration-{index}-text"), "children") for index in range(SUPPORTED_N_ELEMENTS) ], [Input(self.id("struct"), "data")] + [ - Input(self.id("concentration-slider-{}".format(index)), "value") + Input(self.id(f"concentration-slider-{index}"), "value") for index in range(SUPPORTED_N_ELEMENTS) ], ) @@ -585,16 +585,16 @@ def update_conc_dict(struct, *args): struct = self.from_data(struct) pbx_elts = sorted( - [ + str(elt) for elt in struct.composition.keys() if elt not in ELEMENTS_HO - ] + ) conc_dict = { - k: 10 ** arg for k, arg in zip(pbx_elts, args[: len(pbx_elts)]) + k: 10**arg for k, arg in zip(pbx_elts, args[: len(pbx_elts)]) } - conc_text = ["{}: {} M".format(k, v) for k, v in conc_dict.items()] + conc_text = [f"{k}: {v} M" for k, v in conc_dict.items()] conc_text += [""] * (SUPPORTED_N_ELEMENTS - len(pbx_elts)) return [conc_dict] + conc_text diff --git a/build/lib/crystal_toolkit/components/search.py b/build/lib/crystal_toolkit/components/search.py index 342239e8..53e61731 100644 --- a/build/lib/crystal_toolkit/components/search.py +++ b/build/lib/crystal_toolkit/components/search.py @@ -6,7 +6,7 @@ from dash.dependencies import Input, Output, State from dash.exceptions import PreventUpdate -from monty.serialization import loadfn, dumpfn +from monty.serialization import loadfn from pymatgen.core.composition import CompositionError from pymatgen.util.string import unicodeify from pymatgen.ext.matproj import MPRester @@ -14,13 +14,11 @@ from pymatgen.util.string import unicodeify_spacegroup from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import * +from crystal_toolkit.helpers.layouts import Button, Control, Field, Icon, MessageBody, MessageContainer, mpids from crystal_toolkit import __file__ as module_path import numpy as np -from collections import defaultdict -from itertools import chain from random import choice diff --git a/build/lib/crystal_toolkit/components/structure.py b/build/lib/crystal_toolkit/components/structure.py index 86a916cf..218975dd 100644 --- a/build/lib/crystal_toolkit/components/structure.py +++ b/build/lib/crystal_toolkit/components/structure.py @@ -1,15 +1,12 @@ -import os import re -import sys import warnings from collections import OrderedDict from itertools import chain, combinations_with_replacement from typing import Dict, Optional, Tuple, Union -import dash import dash_table as dt import numpy as np -from dash.dependencies import Input, Output, State, MATCH +from dash.dependencies import Input, Output, State from dash.exceptions import PreventUpdate from dash_mp_components import CrystalToolkitScene from pymatgen.analysis.graphs import MoleculeGraph, StructureGraph @@ -22,13 +19,13 @@ from crystal_toolkit.core.legend import Legend from crystal_toolkit.core.mpcomponent import MPComponent from crystal_toolkit.core.scene import Scene -from crystal_toolkit.helpers.layouts import * +from crystal_toolkit.helpers.layouts import Button, Control, Field, H2, Icon, dcc, html from crystal_toolkit.settings import SETTINGS try: from typing import Literal except ImportError: - from typing_extensions import Literal + from typing import Literal # TODO: make dangling bonds "stubs"? (fixed length) @@ -201,7 +198,7 @@ def generate_callbacks(self, app, cache): app.clientside_callback( """ function (bonding_strategy, custom_cutoffs_rows, unit_cell_choice) { - + const bonding_strategy_kwargs = {} if (bonding_strategy === 'CutOffDictNN') { const cut_off_dict = [] @@ -210,7 +207,7 @@ def generate_callbacks(self, app, cache): }) bonding_strategy_kwargs.cut_off_dict = cut_off_dict } - + return { bonding_strategy: bonding_strategy, bonding_strategy_kwargs: bonding_strategy_kwargs, @@ -244,7 +241,7 @@ def generate_callbacks(self, app, cache): app.clientside_callback( """ function (colorScheme, radiusStrategy, drawOptions, displayOptions) { - + const newDisplayOptions = Object.assign({}, displayOptions); newDisplayOptions.color_scheme = colorScheme newDisplayOptions.radius_strategy = radiusStrategy @@ -400,7 +397,7 @@ def trigger_screenshot(n_clicks, current_requests, struct_or_mol): spgrp = struct_or_mol.get_space_group_info()[0] else: spgrp = "" - request_filename = "{}-{}-crystal-toolkit.png".format(formula, spgrp) + request_filename = f"{formula}-{spgrp}-crystal-toolkit.png" if not current_requests: n_requests = 1 else: @@ -865,10 +862,10 @@ def _preprocess_input_to_graph( (x[0], x[1]): x[2] for x in bonding_strategy_kwargs["cut_off_dict"] } - bonding_strategy = StructureMoleculeComponent.available_bonding_strategies[ - bonding_strategy - ]( - **bonding_strategy_kwargs + bonding_strategy = ( + StructureMoleculeComponent.available_bonding_strategies[ + bonding_strategy + ](**bonding_strategy_kwargs) ) try: with warnings.catch_warnings(): diff --git a/build/lib/crystal_toolkit/components/submit_snl.py b/build/lib/crystal_toolkit/components/submit_snl.py index cf30e535..e881f860 100644 --- a/build/lib/crystal_toolkit/components/submit_snl.py +++ b/build/lib/crystal_toolkit/components/submit_snl.py @@ -9,7 +9,7 @@ from crystal_toolkit import __version__ as ct_version from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import * +from crystal_toolkit.helpers.layouts import Button, MessageBody, MessageContainer, MessageHeader, dcc, html, os # ask Donny Winston MP_CLIENT_KEY = os.environ.get("MP_CLIENT_KEY") @@ -117,14 +117,14 @@ def generate_description(structure, comments, panel_open, url): description = dcc.Markdown( f""" -> **Structure to upload:** {structure.composition.reduced_formula} ({len(structure)} sites) -> **Name:** {contents['first_name']} {contents['last_name']} -> **Email:** {contents['email']} +> **Structure to upload:** {structure.composition.reduced_formula} ({len(structure)} sites) +> **Name:** {contents['first_name']} {contents['last_name']} +> **Email:** {contents['email']} > **Comment:** {comments} -This information is stored so that we can give credit to you on the Materials -Project website and to say thank you for submitting the structure. -For more information, see the Materials Project +This information is stored so that we can give credit to you on the Materials +Project website and to say thank you for submitting the structure. +For more information, see the Materials Project [privacy policy](https://materialsproject.org/terms). """ ) diff --git a/build/lib/crystal_toolkit/components/transformations/autooxistatedecoration.py b/build/lib/crystal_toolkit/components/transformations/autooxistatedecoration.py index 644d8c17..d329545d 100644 --- a/build/lib/crystal_toolkit/components/transformations/autooxistatedecoration.py +++ b/build/lib/crystal_toolkit/components/transformations/autooxistatedecoration.py @@ -12,10 +12,10 @@ def title(self): @property def description(self): - return """Annotate the crystal structure with likely oxidation states -using a bond valence approach. This transformation can fail if it cannot find -a satisfactory combination of oxidation states, and might be slow for large -structures. + return """Annotate the crystal structure with likely oxidation states +using a bond valence approach. This transformation can fail if it cannot find +a satisfactory combination of oxidation states, and might be slow for large +structures. """ @property @@ -35,7 +35,7 @@ def options_layouts(self, state=None, structure=None): label="Symmetry tolerance", kwarg_label="symm_tol", state=state, - help_str="""Symmetry tolerance used to determine which sites are + help_str="""Symmetry tolerance used to determine which sites are symmetrically equivalent. Set to 0 to turn off symmetry.""", shape=(), ) @@ -60,10 +60,10 @@ def options_layouts(self, state=None, structure=None): label="Distance scale factor", kwarg_label="distance_scale_factor", state=state, - help_str="""A scale factor to be applied. This is - useful for scaling distances, esp in the case of - calculation-relaxed structures, which may tend to under (GGA) or - over bind (LDA). The default of 1.015 works for GGA. For + help_str="""A scale factor to be applied. This is + useful for scaling distances, esp in the case of + calculation-relaxed structures, which may tend to under (GGA) or + over bind (LDA). The default of 1.015 works for GGA. For experimental structure, set this to 1.""", shape=(), ) diff --git a/build/lib/crystal_toolkit/components/transformations/core.py b/build/lib/crystal_toolkit/components/transformations/core.py index 228dc0e7..7cf5f82e 100644 --- a/build/lib/crystal_toolkit/components/transformations/core.py +++ b/build/lib/crystal_toolkit/components/transformations/core.py @@ -1,17 +1,12 @@ import traceback import warnings -from ast import literal_eval -from collections import defaultdict -from json import JSONDecodeError, loads -from typing import Dict, List, Optional, Tuple, Union +from typing import List, Optional import dash import dash_core_components as dcc import dash_daq as daq import dash_html_components as html -import dash_table as dt -import numpy as np -from dash.dependencies import ALL, Input, Output, State +from dash.dependencies import Input, Output, State from dash.exceptions import PreventUpdate from pymatgen.transformations.transformation_abc import AbstractTransformation @@ -24,14 +19,13 @@ MessageContainer, MessageHeader, Reveal, - add_label_help, ) from crystal_toolkit.settings import SETTINGS try: - from typing import Literal + pass except ImportError: - from typing_extensions import Literal + pass class TransformationComponent(MPComponent): diff --git a/build/lib/crystal_toolkit/components/transformations/cubic.py b/build/lib/crystal_toolkit/components/transformations/cubic.py index d8b0e3a1..c9c88ee7 100644 --- a/build/lib/crystal_toolkit/components/transformations/cubic.py +++ b/build/lib/crystal_toolkit/components/transformations/cubic.py @@ -14,7 +14,7 @@ def title(self): def description(self): return """A transformation that aims to generate a nearly cubic supercell structure from a structure. - + The algorithm solves for a transformation matrix that makes the supercell cubic. The matrix must have integer entries, so entries are rounded in such a way that forces the matrix to be nonsingular. From the supercell diff --git a/build/lib/crystal_toolkit/components/transformations/grainboundary.py b/build/lib/crystal_toolkit/components/transformations/grainboundary.py index 19507976..f621c57d 100644 --- a/build/lib/crystal_toolkit/components/transformations/grainboundary.py +++ b/build/lib/crystal_toolkit/components/transformations/grainboundary.py @@ -19,10 +19,10 @@ def title(self): @property def description(self): - return """Create a grain boundary within a periodic supercell. This transformation + return """Create a grain boundary within a periodic supercell. This transformation requires sensible inputs, and will be slow to run in certain cases. -When using this transformation a new site property is added which can be used +When using this transformation a new site property is added which can be used to colour-code the top and bottom grains.""" @property @@ -58,7 +58,7 @@ def options_layouts(self, state=None, structure=None): label="Rotation angle", kwarg_label="rotation_angle", state=state, - help_str="""Rotation angle to generate grain boundary. Options determined by + help_str="""Rotation angle to generate grain boundary. Options determined by your choice of Σ.""", ) @@ -84,7 +84,7 @@ def options_layouts(self, state=None, structure=None): label="Expand times", kwarg_label="expand_times", state=state, - help_str="""The multiple number of times to expand one unit grain into a larger grain. This is + help_str="""The multiple number of times to expand one unit grain into a larger grain. This is useful to avoid self-interaction issues when using the grain boundary as an input to further simulations.""", is_int=True, shape=(), @@ -104,7 +104,7 @@ def options_layouts(self, state=None, structure=None): label="In-plane shift", kwarg_label="ab_shift", state=state, - help_str="""In-plane shift of the two grains given in units of the **a** + help_str="""In-plane shift of the two grains given in units of the **a** and **b** vectors of the grain boundary.""", shape=(2,), ) @@ -120,8 +120,8 @@ def options_layouts(self, state=None, structure=None): label="Grain boundary plane", kwarg_label="plane", state=state, - help_str="""Grain boundary plane in the form of a list of integers. - If not set, grain boundary will be a twist grain boundary. + help_str="""Grain boundary plane in the form of a list of integers. + If not set, grain boundary will be a twist grain boundary. The plane will be perpendicular to the rotation axis.""", shape=(3,), ) @@ -131,7 +131,7 @@ def options_layouts(self, state=None, structure=None): kwarg_label="tol_coi", state=state, help_str="""Tolerance to find the coincidence sites. To check the number of coincidence - sites are correct or not, you can compare the generated grain boundary's sigma with + sites are correct or not, you can compare the generated grain boundary's sigma with expected number.""", shape=(), ) @@ -140,7 +140,7 @@ def options_layouts(self, state=None, structure=None): label="Site Merging Tolerance", kwarg_label="rm_ratio", state=state, - help_str="""The criteria to remove the atoms which are too close with each other relative to + help_str="""The criteria to remove the atoms which are too close with each other relative to the bond length in the bulk system.""", shape=(), ) @@ -214,7 +214,7 @@ def _get_sigmas_options_and_ratio(structure, rotation_axis): 9: "₉", } for sigma in sorted(sigmas.keys()): - sigma_label = "Σ{}".format(sigma) + sigma_label = f"Σ{sigma}" for k, v in subscript_unicode_map.items(): sigma_label = sigma_label.replace(str(k), v) options.append({"label": sigma_label, "value": sigma}) @@ -276,7 +276,7 @@ def update_rotation_angle_options(sigma, rotation_axis, structure): options = [] for rotation_angle in sorted(rotation_angles): options.append( - {"label": "{:.2f}º".format(rotation_angle), "value": rotation_angle} + {"label": f"{rotation_angle:.2f}º", "value": rotation_angle} ) return options diff --git a/build/lib/crystal_toolkit/components/transformations/rattle.py b/build/lib/crystal_toolkit/components/transformations/rattle.py index 5f82554a..9af025f1 100644 --- a/build/lib/crystal_toolkit/components/transformations/rattle.py +++ b/build/lib/crystal_toolkit/components/transformations/rattle.py @@ -14,10 +14,10 @@ def title(self): def description(self): return """Uses a Monte Carlo rattle procedure to randomly perturb the sites in a structure using the [hiPhive](https://hiphive.materialsmodeling.org) code. - -Rattling atom \` i \` is carried out as a Monte Carlo move that is accepted with + +Rattling atom \\` i \\` is carried out as a Monte Carlo move that is accepted with a probability determined from the minimum interatomic distance -\` d\_{ij} \`. If \` \\\\min(d\_{ij}) \` is smaller than \` d\_{min} \` +\\` d\\_{ij} \\`. If \\` \\\\min(d\\_{ij}) \\` is smaller than \\` d\\_{min} \\` the move is only accepted with a low probability. This process is repeated for each atom a number of times meaning @@ -41,7 +41,7 @@ def options_layouts(self, state=None, structure=None): label="Rattle amplitude", kwarg_label="rattle_std", state=state, - help_str="""Rattle amplitude (standard deviation in normal distribution). + help_str="""Rattle amplitude (standard deviation in normal distribution). Note: this value is not *directly* connected to the final average displacement for the structures""", shape=(), diff --git a/build/lib/crystal_toolkit/components/transformations/slab.py b/build/lib/crystal_toolkit/components/transformations/slab.py index 729428b4..fe224791 100644 --- a/build/lib/crystal_toolkit/components/transformations/slab.py +++ b/build/lib/crystal_toolkit/components/transformations/slab.py @@ -1,9 +1,6 @@ -import dash_core_components as dcc import dash_html_components as html -from dash.dependencies import Input, Output, State -from crystal_toolkit.helpers.layouts import Label from crystal_toolkit.components.transformations.core import TransformationComponent from pymatgen.transformations.advanced_transformations import SlabTransformation @@ -16,7 +13,7 @@ def title(self): @property def description(self): - return """Create a slab from a structure, where a "slab" is a crystal + return """Create a slab from a structure, where a "slab" is a crystal surface that is still periodic in all three dimensions but has a large artificial vacuum inserted so that the properties of the crystal surface can be studied. """ diff --git a/build/lib/crystal_toolkit/components/transformations/substitution.py b/build/lib/crystal_toolkit/components/transformations/substitution.py index 6fbc5697..216b9a51 100644 --- a/build/lib/crystal_toolkit/components/transformations/substitution.py +++ b/build/lib/crystal_toolkit/components/transformations/substitution.py @@ -1,17 +1,9 @@ -import dash_core_components as dcc -import dash_html_components as html -import dash_table as dt -from dash.dependencies import Input, Output, State -from crystal_toolkit.helpers.layouts import Label from crystal_toolkit.components.transformations.core import TransformationComponent -from pymatgen.core.periodic_table import Specie, Element -from pymatgen.core.structure import Structure from pymatgen.transformations.standard_transformations import SubstitutionTransformation -from ast import literal_eval class SubstitutionTransformationComponent(TransformationComponent): diff --git a/build/lib/crystal_toolkit/components/transformations/supercell.py b/build/lib/crystal_toolkit/components/transformations/supercell.py index 70995d82..695f17a4 100644 --- a/build/lib/crystal_toolkit/components/transformations/supercell.py +++ b/build/lib/crystal_toolkit/components/transformations/supercell.py @@ -1,9 +1,6 @@ -import dash_core_components as dcc import dash_html_components as html -from dash.dependencies import Input, Output, State -from crystal_toolkit.helpers.layouts import Label from crystal_toolkit.components.transformations.core import TransformationComponent from dash_mp_components import CrystalToolkitScene @@ -23,10 +20,10 @@ def description(self): input lattice vectors a, b and c into transformed lattice vectors a', b' and c'. -For example, to create a supercell with lattice vectors a'=2a, b'=2b, c'=2c enter a -scaling matrix [[2, 0, 0], [0, 2, 0], [0, 0, 2]] or to create a supercell with -lattice vectors a' = 2a+b, b' = 3b and c' = c enter a scaling matrix -[[2, 1, 0], [0, 3, 0], [0, 0, 1]]. All elements of the scaling matrix must be +For example, to create a supercell with lattice vectors a'=2a, b'=2b, c'=2c enter a +scaling matrix [[2, 0, 0], [0, 2, 0], [0, 0, 2]] or to create a supercell with +lattice vectors a' = 2a+b, b' = 3b and c' = c enter a scaling matrix +[[2, 1, 0], [0, 3, 0], [0, 0, 1]]. All elements of the scaling matrix must be integers.""" @property @@ -41,7 +38,7 @@ def options_layouts(self, state=None, structure=None): label="Scaling matrix", kwarg_label="scaling_matrix", state=state, - help_str="""Scaling matrix that transforms + help_str="""Scaling matrix that transforms input lattice vectors a, b and c into transformed lattice vectors a', b' and c'.""", shape=(3, 3), ) diff --git a/build/lib/crystal_toolkit/components/upload.py b/build/lib/crystal_toolkit/components/upload.py index 42268f4c..cccdd84b 100644 --- a/build/lib/crystal_toolkit/components/upload.py +++ b/build/lib/crystal_toolkit/components/upload.py @@ -1,17 +1,16 @@ from base64 import b64decode from tempfile import NamedTemporaryFile -import dash import dash_core_components as dcc import dash_html_components as html -from dash.dependencies import Input, Output, State +from dash.dependencies import Input, Output from dash.exceptions import PreventUpdate from monty.serialization import loadfn from pymatgen.core.structure import Molecule, Structure from pymatgen.io.vasp.outputs import Chgcar from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import * +from crystal_toolkit.helpers.layouts import Icon, MessageBody, MessageContainer, MessageHeader class StructureMoleculeUploadComponent(MPComponent): diff --git a/build/lib/crystal_toolkit/components/xas.py b/build/lib/crystal_toolkit/components/xas.py index e36b1239..61ceb217 100644 --- a/build/lib/crystal_toolkit/components/xas.py +++ b/build/lib/crystal_toolkit/components/xas.py @@ -1,4 +1,3 @@ -import os import dash_core_components as dcc import dash_html_components as html @@ -10,8 +9,8 @@ from pymatgen.ext.matproj import MPRester from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.core.panelcomponent import PanelComponent, PanelComponent2 -from crystal_toolkit.helpers.layouts import * +from crystal_toolkit.core.panelcomponent import PanelComponent +from crystal_toolkit.helpers.layouts import MessageBody, MessageContainer # Author: Matthew McDermott # Contact: mcdermott@lbl.gov diff --git a/build/lib/crystal_toolkit/core/ElementColorSchemes.yaml b/build/lib/crystal_toolkit/core/ElementColorSchemes.yaml index 3ba8d9b2..54e32da1 100644 --- a/build/lib/crystal_toolkit/core/ElementColorSchemes.yaml +++ b/build/lib/crystal_toolkit/core/ElementColorSchemes.yaml @@ -222,4 +222,4 @@ Extras: # for custom element types Xbcp: [0, 0, 255] # bond critical point Xrcp: [255, 0, 0] # ring critical point Xccp: [255, 255, 0] # cage critical point - Xncp: [0, 255, 255] # non-nuclear attractor \ No newline at end of file + Xncp: [0, 255, 255] # non-nuclear attractor diff --git a/build/lib/crystal_toolkit/core/legend.py b/build/lib/crystal_toolkit/core/legend.py index 086ec59a..eb46de31 100644 --- a/build/lib/crystal_toolkit/core/legend.py +++ b/build/lib/crystal_toolkit/core/legend.py @@ -10,7 +10,7 @@ from itertools import chain from collections import defaultdict -from palettable.colorbrewer.qualitative import Set1_9, Set2_8 +from palettable.colorbrewer.qualitative import Set1_9 from sklearn.preprocessing import LabelEncoder from matplotlib.cm import get_cmap from webcolors import html5_parse_legacy_color, html5_serialize_simple_color @@ -160,7 +160,7 @@ def generate_accessible_color_scheme_on_the_fly( comp.keys() for comp in site_collection.species_and_occu ) ) - all_elements = sorted([sp.as_dict()["element"] for sp in all_species]) + all_elements = sorted(sp.as_dict()["element"] for sp in all_species) # thanks to https://doi.org/10.1038/nmeth.1618 palette = [ diff --git a/build/lib/crystal_toolkit/core/mpcomponent.py b/build/lib/crystal_toolkit/core/mpcomponent.py index 2b7d05e2..ede36680 100644 --- a/build/lib/crystal_toolkit/core/mpcomponent.py +++ b/build/lib/crystal_toolkit/core/mpcomponent.py @@ -12,7 +12,7 @@ import dash_html_components as html import dash_table as dt import numpy as np -from dash.dependencies import ALL, Output +from dash.dependencies import ALL from flask_caching import Cache from monty.json import MontyDecoder, MSONable @@ -23,7 +23,7 @@ try: from typing import Literal except ImportError: - from typing_extensions import Literal + from typing import Literal # fallback cache if Redis etc. isn't set up null_cache = Cache(config={"CACHE_TYPE": "null"}) @@ -357,11 +357,11 @@ def all_ids(self) -> List[str]: :return: List of all ids generated by this component """ return list( - [ + component_id for component_id in self._all_ids if component_id not in self.all_stores - ] + ) def __repr__(self): diff --git a/build/lib/crystal_toolkit/core/panelcomponent.py b/build/lib/crystal_toolkit/core/panelcomponent.py index cb8faa35..6c18c86b 100644 --- a/build/lib/crystal_toolkit/core/panelcomponent.py +++ b/build/lib/crystal_toolkit/core/panelcomponent.py @@ -1,10 +1,9 @@ -import dash_core_components as dcc import dash_html_components as html from dash.dependencies import Output, Input, State from dash.exceptions import PreventUpdate from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import Reveal, PRIMARY_COLOR +from crystal_toolkit.helpers.layouts import Reveal class PanelComponent(MPComponent): diff --git a/build/lib/crystal_toolkit/core/scene.py b/build/lib/crystal_toolkit/core/scene.py index 354c834c..4bd79fcf 100644 --- a/build/lib/crystal_toolkit/core/scene.py +++ b/build/lib/crystal_toolkit/core/scene.py @@ -1,4 +1,4 @@ -from abc import ABC, abstractmethod, abstractproperty +from abc import abstractproperty from collections import defaultdict from dataclasses import dataclass, field, asdict from itertools import chain diff --git a/build/lib/crystal_toolkit/defaults.json b/build/lib/crystal_toolkit/defaults.json index 17e4478d..d741e2df 100644 --- a/build/lib/crystal_toolkit/defaults.json +++ b/build/lib/crystal_toolkit/defaults.json @@ -18,4 +18,4 @@ "radius": 0.5 } } -} \ No newline at end of file +} diff --git a/build/lib/crystal_toolkit/helpers/asymptote_renderer.py b/build/lib/crystal_toolkit/helpers/asymptote_renderer.py index f2fbcfa1..9fdcf243 100644 --- a/build/lib/crystal_toolkit/helpers/asymptote_renderer.py +++ b/build/lib/crystal_toolkit/helpers/asymptote_renderer.py @@ -12,7 +12,7 @@ from jinja2 import Environment -from pymatgen.core.structure import Structure, Molecule +from pymatgen.core.structure import Structure from pymatgen.analysis.graphs import StructureGraph from crystal_toolkit.helpers.utils import update_object_args diff --git a/build/lib/crystal_toolkit/helpers/layouts.py b/build/lib/crystal_toolkit/helpers/layouts.py index aee59057..3b1c3916 100644 --- a/build/lib/crystal_toolkit/helpers/layouts.py +++ b/build/lib/crystal_toolkit/helpers/layouts.py @@ -1,6 +1,5 @@ -import os import warnings -from typing import Any, Dict, List, Optional, Union +from typing import Any, Dict, List, Optional import dash_core_components as dcc import dash_html_components as html diff --git a/build/lib/crystal_toolkit/helpers/povray_renderer.py b/build/lib/crystal_toolkit/helpers/povray_renderer.py index 923af8a4..5db55ec4 100644 --- a/build/lib/crystal_toolkit/helpers/povray_renderer.py +++ b/build/lib/crystal_toolkit/helpers/povray_renderer.py @@ -3,7 +3,6 @@ For creating publication quality plots """ from jinja2 import Environment -from crystal_toolkit.components.structure import StructureMoleculeComponent HEAD = """ #version 3.7 ; @@ -36,7 +35,7 @@ """ -CAMERA=""" +CAMERA = """ /* Define the camera and the view of the atoms */ @@ -50,11 +49,11 @@ """ -LIGHTS=""" +LIGHTS = """ /* Define light sources to illuminate the atoms. For visualizing mediam -media_interaction and media_attenuation are set to "off" so voxel -data is rendered to be transparent. Lights are automatically oriented +media_interaction and media_attenuation are set to "off" so voxel +data is rendered to be transparent. Lights are automatically oriented with respect to the camera position. */ @@ -132,6 +131,7 @@ {% endfor %} """ + def pov_write_data(input_scene_comp, fstream): """ parse a primitive display object in crystaltoolkit and print it to POV-Ray @@ -144,10 +144,10 @@ def pov_write_data(input_scene_comp, fstream): if input_scene_comp["type"] == "spheres": # Render atoms positions = input_scene_comp["positions"] - positions = [vect.format( *pos ) for pos in positions] + positions = [vect.format(*pos) for pos in positions] color = input_scene_comp["color"].replace("#", "") - color = tuple(int(color[i:i+2], 16)/255. for i in (0, 2, 4)) - color = "rgb<" + vect.format( *color ) + ">" + color = tuple(int(color[i : i + 2], 16) / 255.0 for i in (0, 2, 4)) + color = "rgb<" + vect.format(*color) + ">" fstream.write( Environment() @@ -162,12 +162,12 @@ def pov_write_data(input_scene_comp, fstream): if input_scene_comp["type"] == "cylinders": # Render bonds between atoms posPairs = [ - [vect.format( *ipos ), vect.format( *fpos )] + [vect.format(*ipos), vect.format(*fpos)] for ipos, fpos in input_scene_comp["positionPairs"] ] color = input_scene_comp["color"].replace("#", "") - color = tuple(int(color[i:i+2], 16)/255. for i in (0, 2, 4)) - color = "rgb<" + vect.format( *color ) + ">" + color = tuple(int(color[i : i + 2], 16) / 255.0 for i in (0, 2, 4)) + color = "rgb<" + vect.format(*color) + ">" fstream.write( Environment() .from_string(TEMP_CYLINDER) @@ -180,10 +180,16 @@ def pov_write_data(input_scene_comp, fstream): input_scene_comp["positions"][0::2], input_scene_comp["positions"][1::2], ) - cylCaps = set( [ tuple(pos) for pos in input_scene_comp["positions"] ] ) - cylCaps = [ vect.format( *pos ) for pos in cylCaps ] - posPairs = [[vect.format( *ipos ), vect.format( *fpos )] for ipos, fpos in zip(pos1, pos2)] - fstream.write(Environment().from_string(TEMP_LINE).render(posPairs=posPairs, cylCaps=cylCaps)) + cylCaps = {tuple(pos) for pos in input_scene_comp["positions"]} + cylCaps = [vect.format(*pos) for pos in cylCaps] + posPairs = [ + [vect.format(*ipos), vect.format(*fpos)] for ipos, fpos in zip(pos1, pos2) + ] + fstream.write( + Environment() + .from_string(TEMP_LINE) + .render(posPairs=posPairs, cylCaps=cylCaps) + ) def filter_data(scene_data, fstream): @@ -208,11 +214,12 @@ def write_pov_file(smc, file_name): filter_data(smc.initial_scene_data, fstream) fstream.close() - fstream = open('render.ini', 'w') + fstream = open("render.ini", "w") render_settings = get_render_settings() - fstream.write( render_settings ) + fstream.write(render_settings) fstream.close() + def get_render_settings(file_name): """ Creates a POV-Ray render.ini file @@ -242,5 +249,7 @@ def get_render_settings(file_name): Declare=ii=0 Declare=jj=0 Declare=kk=0 -""".format( file_name, image_name ) +""".format( + file_name, image_name + ) return settings diff --git a/build/lib/crystal_toolkit/helpers/utils.py b/build/lib/crystal_toolkit/helpers/utils.py index 94d11760..087bd50a 100644 --- a/build/lib/crystal_toolkit/helpers/utils.py +++ b/build/lib/crystal_toolkit/helpers/utils.py @@ -1,22 +1,19 @@ from crystal_toolkit import _DEFAULTS + def update_object_args(d_args, object_name, allowed_args): """Read dafault properties and overwrite them if user input exists - + Arguments: d_args {dict} -- User defined properties object_name {str} -- Name of object allowed_kwargs {List[str]} -- Used to limit the data that is passed to pythreejs - + Returns: Dictionary -- Properties of object after userinput and default values are considered """ - obj_args = { - k: v - for k, v in (_DEFAULTS['scene'][object_name] or {}).items() - } - obj_args.update({ - k: v - for k, v in (d_args or {}).items() if k in allowed_args and v != None - }) - return obj_args \ No newline at end of file + obj_args = {k: v for k, v in (_DEFAULTS["scene"][object_name] or {}).items()} + obj_args.update( + {k: v for k, v in (d_args or {}).items() if k in allowed_args and v != None} + ) + return obj_args diff --git a/build/lib/crystal_toolkit/mpid_cache.json b/build/lib/crystal_toolkit/mpid_cache.json index ef71924a..59fb7cc5 100644 --- a/build/lib/crystal_toolkit/mpid_cache.json +++ b/build/lib/crystal_toolkit/mpid_cache.json @@ -1 +1 @@ -["mp-90", "mp-114", "mp-1055994", "mp-1056308", "mp-51", "mp-166", "mp-162", "mp-1", "mp-111", "mp-13", "mp-7755", "mp-100", "mp-150", "mp-146", "mp-7162", "mp-95", "mp-998866", "mp-1055940", "mp-23155", "mp-134", "mp-55", "mp-30", "mp-126", "mp-81", "mp-2", "mp-37", "mp-108", "mp-634659", "mp-753304", "mp-20071", "mp-129", "mp-75", "mp-998861", "mp-156", "mp-28", "mp-121", "mp-102", "mp-127", "mp-76", "mp-50", "mp-21", "mp-45", "mp-122", "mp-623511", "mp-151", "mp-70", "mp-135", "mp-124", "mp-62", "mp-8643", "mp-133", "mp-36", "mp-1055908", "mp-58", "mp-74", "mp-101", "mp-73", "mp-23", "mp-91", "mp-107", "mp-41", "mp-1056351", "mp-20483", "mp-1056857", "mp-836", "mp-1056900", "mp-22906", "mp-1104", "mp-370", "mp-1009548", "mp-1062", "mp-237", "mp-834", "mp-1018027", "mp-10", "mp-1500", "mp-286", "mp-823", "mp-1586", "mp-217", "mp-1002181", "mp-1315", "mp-1033", "mp-2621", "mp-1000", "mp-348", "mp-645", "mp-631", "mp-46", "mp-219", "mp-2624", "mp-23870", "mp-2664", "mp-1055", "mp-1529", "mp-1674", "mp-2381", "mp-145", "mp-1785", "mp-1058119", "mp-1408", "mp-23251", "mp-2599", "mp-2490", "mp-570891", "mp-10020", "mp-1918", "mp-23703", "mp-510403", "mp-1534", "mp-1857", "mp-1009819", "mp-2807", "mp-2114", "mp-1009769", "mp-1156", "mp-1057750", "mp-2563", "mp-749", "mp-13036", "mp-1766", "mp-2014", "mp-112", "mp-2796", "mp-931", "mp-2205", "mp-2222", "mp-2828", "mp-21394", "mp-1008986", "mp-1144", "mp-2052", "mp-284", "mp-295", "mp-712", "mp-899", "mp-1065", "mp-1820", "mp-24084", "mp-2744", "mp-1556", "mp-23152", "mp-601", "mp-22913", "mp-1883", "mp-2822", "mp-2853", "mp-460", "mp-1018165", "mp-131", "mp-933", "mp-436", "mp-1476", "mp-1794", "mp-22895", "mp-88", "mp-1525", "mp-1953", "mp-20969", "mp-22873", "mp-2547", "mp-1053", 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"mp-158", "mp-288", "mp-20369", "mp-21883", "mp-999357", "mp-20214", "mp-22790", "mp-249", "mp-999198", "mp-2583", "mp-20984", "mp-20920", "mp-5383", "mp-20291", "mp-20628", "mp-23033", "mp-663", "mp-1291", "mp-1448", "mp-2065", "mp-20941", "mp-2393", "mp-636328", "mp-19963", "mp-22760", "mp-23737", "mp-5284", "mp-4815", "mp-3958", "mp-4954", "mp-5948", "mp-3456", "mp-20956", "mp-19405", "mp-20177", "mp-4229", "mp-4439", "mp-4170", "mp-542986", "mp-4810", "mp-4475", "mp-20646", "mp-22397", "mp-569302", "mp-22374", "mp-5400", "mp-9006", "mp-12631", "mp-1834", "mp-5752", "mp-22771", "mp-561947", "mp-4999", "mp-5589", "mp-1068797", "mp-1201", "mp-3163", "mp-18841", "mp-2877", "mp-3207", "mp-3805", "mp-8399", "mp-21277", "mp-1069193", "mp-4013", "mp-582799", "mp-3826", "mp-4126", "mp-4148", "mp-3441", "mp-1068685", "mp-21079", "mp-1968", "mp-568280", "mp-542988", "mp-5720", "mp-3097", "mp-4228", "mp-5497", "mp-5622", "mp-1067937", "mp-4563", "mp-5660", "mp-1069790", "mp-5173", "mp-20542", "mp-4742", "mp-22187", "mp-3065", "mp-568961", "mp-1069129", "mp-4744", "mp-2896", "mp-8250", "mp-20890", "mp-535", "mp-18717", "mp-22486", "mp-556891", "mp-20670", "mp-5386", "mp-2917", "mp-3854", "mp-6940", "mp-978986", "mp-1940", "mp-3769", "mp-510376", "mp-4302", "mp-1068431", "mp-4105", "mp-4836", "mp-20950", "mp-3412", "mp-5227", "mp-5486", "mp-19900", "mp-2929", "mp-5591", "mp-20933", "mp-5517", "mp-5976", "mp-21849", "mp-3299", "mp-5561", "mp-4177", "mp-7298", "mp-21221", "mp-2881", "mp-6920", "mp-21281", "mp-4562", "mp-555123", "mp-2056", "mp-1818", "mp-20649", "mp-4668", "mp-5878", "mp-5893", "mp-3325", "mp-22435", "mp-2930", "mp-20527", "mp-3271", "mp-3997", "mp-4305", "mp-560976", "mp-20776", "mp-4088", "mp-20830", "mp-22958", "mp-22988", "mp-3303", "mp-5986", "mp-4865", "mp-4413", "mp-4805", "mp-5556", "mp-20837", "mp-3398", "mp-4250", "mp-19035", "mp-20596", "mp-21882", "mp-3191", "mp-3108", "mp-3587", "mp-2763", "mp-8401", "mp-4466", "mp-4768", "mp-19973", "mp-20325", "mp-5577", "mp-19025", "mp-19824", "mp-5399", "mp-3678", "mp-22412", "mp-2967", "mp-4415", "mp-5112", "mp-541837", "mp-1057", "mp-6926", "mp-4511", "mp-1068577", "mp-23037", "mp-4939", "mp-21313", "mp-30247", "mp-5734", "mp-4653", "mp-5819", "mp-5083", "mp-21383", "mp-21426", "mp-10733", "mp-20677", "mp-3218", "mp-5627", "mp-1068300", "mp-4883", "mp-5346", "mp-5505", "mp-21388", "mp-3583", "mp-3614", "mp-4050", "mp-5598", "mp-4521", "mp-4729", "mp-3211", "mp-4767", "mp-3893", "mp-10690", "mp-22246", "mp-5069", "mp-20115", "mp-4404", "mp-5683", "mp-34202", "mp-5054", "mp-3301", "mp-3995", "mp-5739", "mp-12857", "mp-1827", "mp-3390", "mp-7104", "mp-2461", "mp-3448", "mp-4109", "mp-5381", "mp-22343", "mp-4065", "mp-5109", "mp-637965", "mp-1068164", "mp-20448", "mp-3329", "mp-2289", "mp-3048", "mp-5827", "mp-610787", "mp-1976", "mp-22639", "mp-335", "mp-1068422", "mp-23949", "mp-559946", "mp-13061", "mp-3148", "mp-3489", "mp-4014", "mp-4255", "mp-13398", "mp-21089", "mp-5292", "mp-19845", "mp-3323", "mp-4711", "mp-22349", "mp-3507", "mp-4614", "mp-4725", "mp-3216", "mp-5811", "mp-4985", "mp-5229", "mp-20595", "mp-5777", "mp-5934", "mp-5166", "mp-21421", "mp-3862", "mp-4441", "mp-11397", "mp-569006", "mp-29241", "mp-1069726", "mp-4822", "mp-973", "mp-3210", "mp-4537", "mp-19838", "mp-3834", "mp-20700", "mp-547069", "mp-567808", "mp-1088", "mp-21116", "mp-550008", "mp-4090", "mp-3585", "mp-510624", "mp-5423", "mp-505622", "mp-644203", "mp-18747", "mp-20264", "mp-21000", "mp-4370", "mp-20459", "mp-19979", "mp-22615", "mp-2775", "mp-4275", "mp-4633", "mp-21423", "mp-27710", "mp-20238", "mp-3566", "mp-4920", "mp-1017566", "mp-10139", "mp-21280", "mp-3846", "mp-19328", "mp-4924", "mp-2893", "mp-3035", "mp-5129", "mp-1903", "mp-5553", "mp-626981", "mp-30599", "mp-547622", "mp-4458", "mp-560399", "mp-13146", "mp-3455", "mp-3292", "mp-4903", "mp-5820", "mp-5936", "mp-5000", "mp-20171", "mp-21884", "mp-3241", "mp-20032", "mp-3177", "mp-3437", "mp-1017467", "mp-21420", "mp-2965", "mp-3651", "mp-4793", "mp-566131", "mp-5688", "mp-5022", "mp-5835", "mp-1068653", "mp-3333", "mp-4316", "mp-20860", "mp-13401", "mp-5219", "mp-19753", "mp-4064", "mp-4539", "mp-1069604", "mp-19939", "mp-20173", "mp-569607", "mp-4433", "mp-1068244", "mp-2721", "mp-5323", "mp-610530", "mp-2906", "mp-3515", "mp-5351", "mp-1069443", "mp-5666", "mp-21240", "mp-5020", "mp-20341", "mp-2949", "mp-3709", "mp-3388", "mp-5452", "mp-20924", "mp-5605", "mp-21478", "mp-3895", "mp-5451", "mp-1069160", "mp-4487", "mp-3018", "mp-5786", "mp-21385", "mp-4551", "mp-5288", "mp-5429", "mp-5176", "mp-936", "mp-20602", "mp-22949", "mp-3239", "mp-4346", "mp-4488", "mp-2646", "mp-2063", "mp-7692", "mp-10133", "mp-541365", "mp-1068340", "mp-600089", "mp-536", "mp-4150", "mp-4881", "mp-5796", "mp-3021", "mp-4007", "mp-5745", "mp-22995", "mp-3296", "mp-4505", "mp-20785", "mp-23879", "mp-9244", "mp-5757", "mp-632", "mp-20193", "mp-23062", "mp-3931", "mp-540", "mp-1019", "mp-1076966", "mp-1553", "mp-21419", "mp-4395", "mp-542633", "mp-1852", "mp-2363", "mp-840", "mp-20089", "mp-2319", "mp-7582", "mp-22953", "mp-10137", "mp-2130", "mp-22065", "mp-6098", "mp-1072104", "mp-20155", "mp-22761", "mp-2740", "mp-5940", "mp-766", "mp-1187", "mp-21847", "mp-2338", "mp-27850", "mp-472", "mp-1824", "mp-2903", "mp-675", "mp-1077034", "mp-1871", "mp-22998", "mp-541911", "mp-1234", "mp-1249", "mp-22108", "mp-2815", "mp-4796", "mp-670", "mp-1112", "mp-21117", "mp-11220", "mp-20970", "mp-3402", "mp-22957", "mp-537", "mp-547074", "mp-5951", "mp-19768", "mp-19917", "mp-1076939", "mp-2016", "mp-353", "mp-1229", "mp-12770", "mp-23070", "mp-2827", "mp-1070859", "mp-1718", "mp-20189", "mp-510148", "mp-21092", "mp-29443", "mp-3938", "mp-445", "mp-11328", "mp-1077378", "mp-20333", "mp-2851", "mp-321", "mp-1032", "mp-1463", "mp-5353", "mp-22973", "mp-2797", "mp-20762", "mp-394", "mp-1558", "mp-23214", "mp-2536", "mp-20822", "mp-421", "mp-568748", "mp-1570", "mp-250", "mp-4785", "mp-22939", "mp-23292", "mp-1522", "mp-1638", "mp-1734", "mp-558", "mp-7135", "mp-1762", "mp-19814", "mp-21096", "mp-22882", "mp-258", "mp-2783", "mp-3465", "mp-541912", "mp-884", "mp-1429", "mp-23072", "mp-21260", "mp-2263", "mp-2435", "mp-569", "mp-861", "mp-634", "mp-998", "mp-1077", "mp-1436", "mp-20049", "mp-1207", "mp-1768", "mp-20111", "mp-890", "mp-253", "mp-969", "mp-20690", "mp-21192", "mp-555934", "mp-568264", "mp-2152", "mp-571664", "mp-1425", "mp-4247", "mp-556911", "mp-1072865", "mp-1634", "mp-480", "mp-1072248", "mp-22698", "mp-1077023", "mp-20227", "mp-644607", "mp-20233", "mp-22795", "mp-2501", "mp-1072113", "mp-33009", "mp-400", "mp-361", "mp-1038", "mp-1384", "mp-2085", "mp-21363", "mp-1077933", "mp-20686", "mp-21264", "mp-2424", "mp-951", "mp-21284", "mp-715", "mp-23002", "mp-1070857", "mp-312", "mp-281", "mp-677", "mp-11284", "mp-2436", "mp-1077102", "mp-20714", "mp-22318", "mp-673", "mp-1667", "mp-2062", "mp-557523", "mp-20994", "mp-1725", "mp-1984", "mp-2370", "mp-2769", "mp-2233", "mp-2250", "mp-3637", "mp-5816", "mp-1148", "mp-1434", "mp-2645", "mp-1071541", "mp-1761", "mp-1980", "mp-2237", "mp-19761", "mp-6092", "mp-756", "mp-1034", "mp-23025", "mp-3040", "mp-333", "mp-4743", "mp-505332", "mp-310", "mp-858", "mp-574", "mp-5962", "mp-4374", "mp-1576", "mp-1024", "mp-1072444", "mp-1731", "mp-2008", "mp-22857", "mp-1237", "mp-813", "mp-1075", "mp-21413", "mp-25223", "mp-10087", "mp-11722", "mp-23023", "mp-3289", "mp-22311", "mp-1337", "mp-13436", "mp-3718", "mp-695", "mp-1939", "mp-2331", "mp-1071319", "mp-510378", "mp-27335", "mp-4359", "mp-570896", "mp-21395", "mp-601195", "mp-2265", "mp-1654", "mp-19895", "mp-20354", "mp-2098", "mp-22478", "mp-1018803", "mp-19094", "mp-20531", "mp-582", "mp-565", "mp-602", "mp-1071863", "mp-1077154", "mp-14093", "mp-22514", "mp-5369", "mp-19923", "mp-1061", "mp-20626", "mp-761", "mp-358", "mp-4738", "mp-510753", "mp-569833", "mp-6646", "mp-672702", "mp-1096799", "mp-638079", "mp-1208", "mp-20759", "mp-2707", "mp-1594", "mp-6223", "mp-2049", "mp-21428", "mp-4233", "mp-2844", "mp-505331", "mp-2116", "mp-2389", "mp-4075", "mp-474", "mp-569661", "mp-1329", "mp-1077177", "mp-22888", "mp-20245", "mp-5410", "mp-19880", "mp-20612", "mp-610522", "mp-1071468", "mp-11385", "mp-23188", "mp-20434", "mp-22317", "mp-2483", "mp-1072922", "mp-2850", "mp-550172", "mp-5869", "mp-2574", "mp-510408", "mp-607182", "mp-1873", "mp-22740", "mp-23008", "mp-2695", "mp-6140", "mp-825", "mp-21252", "mp-267", "mp-2723", "mp-6544", "mp-1279", "mp-20021", "mp-505016", "mp-628", "mp-996", "mp-2462", "mp-1069", "mp-19737", "mp-22992", "mp-1189", "mp-13076", "mp-1757", "mp-2628", "mp-753721", "mp-20725", "mp-543019", "mp-9939", "mp-10212", "mp-747", "mp-1071539", "mp-21325", "mp-2178", "mp-3433", "mp-917", "mp-32686", "mp-3589", "mp-5606", "mp-500", "mp-19733", "mp-819", "mp-1901", "mp-20608", "mp-9281", "mp-1071818", "mp-20757", "mp-1072181", "mp-21399", "mp-764", "mp-20086", "mp-568", "mp-19876", "mp-20084", "mp-1969", "mp-21295", "mp-1343", "mp-21068", "mp-3263", "mp-19177", "mp-5848", "mp-6947", "mp-20074", "mp-20432", "mp-22141", "mp-22475", "mp-929", "mp-542568", "mp-1729", "mp-2088", "mp-22229", "mp-16421", "mp-1825", "mp-2337", "mp-2582", "mp-23891", "mp-1220", "mp-4495", "mp-3960", "mp-2000", "mp-5938", "mp-809", "mp-557762", "mp-760", "mp-850", "mp-1085", "mp-1400", "mp-20552", "mp-13683", "mp-22909", "mp-505803", "mp-2358", "mp-2837", "mp-336", "mp-853", "mp-1629", "mp-2206", "mp-20318", "mp-22797", "mp-555908", "mp-574438", "mp-3346", "mp-1515", "mp-1799", "mp-227", "mp-1077071", "mp-20195", "mp-5519", "mp-8352", "mp-1077398", "mp-1882", "mp-803", "mp-4973", "mp-1200", "mp-1956", "mp-21305", "mp-1781", "mp-550206", "mp-559798", "mp-5068", "mp-470", "mp-1422", "mp-30875", "mp-21351", "mp-21433", "mp-1385", "mp-1495", "mp-2041", "mp-20242", "mp-20664", "mp-22752", "mp-2498", "mp-2725", "mp-486", "mp-2698", "mp-589", "mp-20070", "mp-946", "mp-1575", "mp-21090", "mp-1285", "mp-2359", "mp-5394", "mp-7", "mp-10033", "mp-1043", "mp-2317", "mp-5313", "mp-1072956", "mp-21271", "mp-1720", "mp-19858", "mp-23024", "mp-5019", "mp-548", "mp-626620", "mp-657", "mp-22498", "mp-569008", "mp-1567", "mp-2396", "mp-9252", "mp-2019", "mp-2570", "mp-507", "mp-1401", "mp-20553", "mp-666", "mp-903", "mp-22331", "mp-328", "mp-20660", "mp-2373", "mp-2066", "mp-20928", "mp-2557", "mp-5239", "mp-5446", "mp-2385", "mp-1828", "mp-1140", "mp-11852", "mp-20075", "mp-339", "mp-4219", "mp-1527", "mp-542777", "mp-542791", "mp-1018948", "mp-1861", "mp-5634", "mp-5456", "mp-1402", "mp-23163", "mp-1077147", "mp-2067", "mp-21055", "mp-2665", "mp-1071448", "mp-2689", "mp-11194", "mp-1898", "mp-22532", "mp-1915", "mp-3165", "mp-20536", "mp-21105", "mp-862", "mp-9945", "mp-1728", "mp-1926", "mp-19816", "mp-2322", "mp-2657", "mp-1388", "mp-2947", "mp-390", "mp-413", "mp-571166", "mp-2109", "mp-23253", "mp-2551", "mp-540828", "mp-1413", "mp-863", "mp-204", "mp-2149", "mp-1071505", "mp-2295", "mp-5678", "mp-6754", "mp-1071567", "mp-1278", "mp-30613", "mp-1657", "mp-1821", "mp-2674", "mp-7583", "mp-20422", "mp-877", "mp-1910", "mp-23192", "mp-2749", "mp-276", "mp-1094135", "mp-1773", "mp-22256", "mp-23710", "mp-774", "mp-1018657", "mp-1113", "mp-19974", "mp-636253", "mp-23432", "mp-546794", "mp-1001", "mp-1077209", "mp-20027", "mp-20842", "mp-2699", "mp-912", "mp-921", "mp-1832", "mp-22197", "mp-22945", "mp-20235", "mp-22595", "mp-2439", "mp-5334", "mp-1294", "mp-1383", "mp-23019", "mp-20869", "mp-21890", "mp-2129", "mp-471", "mp-4854", "mp-607", "mp-7284", "mp-2455", "mp-1651", "mp-27760", "mp-560902", "mp-20426", "mp-2708", "mp-1052", "mp-1607", "mp-22904", "mp-1077234", "mp-2613", "mp-1179", "mp-1497", "mp-2694", "mp-4561", "mp-12118", "mp-1866", "mp-20790", "mp-2838", "mp-1070806", "mp-1159", "mp-224", "mp-2404", "mp-9835", "mp-21050", "mp-1702", "mp-391", "mp-759", "mp-684", "mp-856", "mp-3217", "mp-22935", "mp-22969", "mp-2463", "mp-2430", "mp-30562", "mp-1492", "mp-1727", "mp-20639", "mp-22993", "mp-2550", "mp-1602", "mp-1909", "mp-6576", "mp-977388", "mp-20766", "mp-22987", "mp-30584", "mp-13037", "mp-21416", "mp-2232", "mp-22964", "mp-23759", "mp-2762", "mp-2801", "mp-493", "mp-21203", "mp-4454", "mp-557610", "mp-5699", "mp-20098", "mp-467", "mp-21326", "mp-2680", "mp-19102", "mp-23143", "mp-19191", "mp-1474", "mp-23485", "mp-4452", "mp-1028", "mp-7823", "mp-1078089", "mp-24149", "mp-5749", "mp-554212", "mp-2780", "mp-8560", "mp-15777", "mp-2371", "mp-1756", "mp-697096", "mp-1077978", "mp-560610", "mp-2203", "mp-13949", "mp-1296", "mp-22596", "mp-3038", "mp-1077883", "mp-21343", "mp-21251", "mp-5090", "mp-20261", "mp-7229", "mp-4158", "mp-568319", "mp-23353", "mp-5051", "mp-22700", "mp-2643", "mp-20294", "mp-19747", "mp-3159", "mp-4860", "mp-6638", "mp-4152", "mp-22956", "mp-541937", "mp-5532", "mp-20174", "mp-19317", "mp-21139", "mp-556546", "mp-1077874", "mp-3167", "mp-5528", "mp-3772", "mp-6624", "mp-6996", "mp-4181", "mp-3376", "mp-419", "mp-1077929", "mp-20708", "mp-10255", "mp-3359", "mp-19735", "mp-3808", "mp-568032", "mp-4909", "mp-12763", "mp-1929", "mp-9942", "mp-5350", "mp-7604", "mp-954", "mp-1076", "mp-15652", "mp-10955", "mp-3776", "mp-4210", "mp-1591", "mp-569270", "mp-12762", "mp-19804", "mp-964", "mp-12752", "mp-561419", "mp-24148", "mp-22934", "mp-18972", "mp-19807", "mp-23114", "mp-4809", "mp-10142", "mp-1077944", "mp-242", "mp-19366", "mp-571653", "mp-4730", "mp-1078012", "mp-18978", "mp-6867", "mp-12531", "mp-4852", "mp-22266", "mp-889", "mp-27840", "mp-6328", "mp-4596", "mp-20874", "mp-1025281", "mp-865", "mp-5928", "mp-4732", "mp-571491", "mp-22648", "mp-1451", "mp-5372", "mp-22568", "mp-11398", "mp-12990", "mp-14091", "mp-16315", "mp-696", "mp-1079677", "mp-5150", "mp-549589", "mp-1078613", "mp-19722", "mp-1224", "mp-20753", "mp-22871", "mp-1078538", "mp-16564", "mp-468", "mp-23282", "mp-4953", "mp-21855", "mp-729", "mp-20861", "mp-22060", "mp-8742", "mp-23244", "mp-6408", "mp-23281", "mp-9920", "mp-23293", "mp-2377", "mp-2507", "mp-19833", "mp-8044", "mp-2369", "mp-841", "mp-22240", "mp-505632", "mp-20619", "mp-562468", "mp-1078640", "mp-569683", "mp-827", "mp-20857", "mp-7589", "mp-2089", "mp-3155", "mp-12900", "mp-23208", "mp-544", "mp-2339", "mp-7857", "mp-1078227", "mp-1932", "mp-5238", "mp-8365", "mp-4283", "mp-20782", "mp-4538", "mp-510625", "mp-3849", "mp-485", "mp-20717", "mp-5955", "mp-1079720", "mp-22159", "mp-22400", "mp-1079818", "mp-22270", "mp-22367", "mp-1017", "mp-3988", "mp-20900", "mp-3524", "mp-22386", "mp-4524", "mp-15799", "mp-2662", "mp-1836", "mp-20807", "mp-1078686", "mp-246", "mp-510421", "mp-21115", "mp-30672", "mp-22053", "mp-13094", "mp-1025446", "mp-20112", "mp-3642", "mp-5038", "mp-9814", "mp-1275", "mp-23189", "mp-235", "mp-4288", "mp-7092", "mp-739", "mp-8016", "mp-1078709", "mp-1822", "mp-1078292", "mp-15671", "mp-21237", "mp-22510", "mp-3128", "mp-1025402", "mp-1079020", "mp-10967", "mp-10748", "mp-1078520", "mp-5170", "mp-839", "mp-4171", "mp-542640", "mp-8761", "mp-1599", "mp-22079", "mp-349", "mp-15653", "mp-18767", "mp-7576", "mp-20883", "mp-3871", "mp-672371", "mp-8996", "mp-9967", "mp-1078945", "mp-1221", "mp-7832", "mp-4817", "mp-5414", "mp-22156", "mp-2668", "mp-22485", "mp-23204", "mp-1078464", "mp-20408", "mp-4008", "mp-996162", "mp-1387", "mp-3275", "mp-4472", "mp-510670", "mp-5342", "mp-1139", "mp-2157", "mp-2672", "mp-4969", "mp-24659", "mp-3098", "mp-1005", "mp-19178", "mp-4893", "mp-1136", "mp-643945", "mp-416", "mp-2033", "mp-21410", "mp-23211", "mp-893", "mp-1078944", "mp-22850", "mp-4666", "mp-4756", "mp-395", "mp-1079570", "mp-3595", "mp-20685", "mp-22144", "mp-510668", "mp-1823", "mp-19443", "mp-27677", "mp-3284", "mp-23933", "mp-4081", "mp-1373", "mp-19390", "mp-2961", "mp-6562", "mp-22389", "mp-637575", "mp-1086665", "mp-23263", "mp-1078858", "mp-5513", "mp-1078612", "mp-10904", "mp-20349", "mp-3668", "mp-581786", "mp-6625", "mp-21345", "mp-4196", "mp-4024", "mp-19940", "mp-128", "mp-21078", "mp-322", "mp-1937", "mp-568718", "mp-731", "mp-13392", "mp-7562", "mp-1079684", "mp-19795", "mp-1078796", "mp-13154", "mp-22068", "mp-891", "mp-1079938", "mp-1924", "mp-1578", "mp-1804", "mp-5588", "mp-20554", "mp-22612", "mp-6088", "mp-5058", "mp-22232", "mp-23116", "mp-757", "mp-1025497", "mp-7948", "mp-12515", "mp-2552", "mp-24", "mp-12382", "mp-740", "mp-1079582", "mp-1380", "mp-1868", "mp-20042", "mp-21255", "mp-4175", "mp-3078", "mp-1095043", "mp-427", "mp-9921", "mp-1943", "mp-23247", "mp-956", "mp-1079635", "mp-2488", "mp-5215", "mp-541138", "mp-23218", "mp-351", "mp-818", "mp-9968", "mp-1120", "mp-10952", "mp-3034", "mp-4613", "mp-5518", "mp-8017", "mp-11525", "mp-1079181", "mp-2400", "mp-583", "mp-1078721", "mp-20175", "mp-22261", "mp-5787", "mp-168", "mp-344", "mp-21030", "mp-20983", "mp-871", "mp-2612", "mp-4993", "mp-1079541", "mp-25", "mp-5213", "mp-1458", "mp-1025519", "mp-208", "mp-20320", "mp-22811", "mp-22849", "mp-2670", "mp-697179", "mp-12406", "mp-22736", "mp-546011", "mp-10322", "mp-2567", "mp-5443", "mp-2752", "mp-622621", "mp-22491", "mp-22539", "mp-22398", "mp-3829", "mp-1042", "mp-22469", "mp-494", "mp-21048", "mp-1555", "mp-1683", "mp-18782", "mp-3762", "mp-5075", "mp-1078621", "mp-1890", "mp-22892", "mp-11871", "mp-2242", "mp-20485", "mp-3734", "mp-5190", "mp-10644", "mp-1412", "mp-1306", "mp-21342", "mp-2211", "mp-11428", "mp-1860", "mp-2102", "mp-189", "mp-21238", "mp-20315", "mp-1078497", "mp-1598", "mp-23807", "mp-10229", "mp-4608", "mp-1079249", "mp-4899", "mp-700", "mp-24040", "mp-743", "mp-1231", "mp-2738", "mp-31205", "mp-21393", "mp-5025", "mp-1078873", "mp-1431", "mp-510280", "mp-796", "mp-259", "mp-10824", "mp-560338", "mp-9429", "mp-1099", "mp-801", "mp-8357", "mp-1483", "mp-959", "mp-1078526", "mp-1326", "mp-389", "mp-3213", "mp-3469", "mp-510557", "mp-767", "mp-3497", "mp-20370", "mp-12957", "mp-567341", "mp-1180065", "mp-23223", "mp-5621", "mp-611", "mp-9810", "mp-16514", "mp-6498", "mp-20713", "mp-2231", "mp-691", "mp-1079395", "mp-19370", "mp-7577", "mp-3785", "mp-5493", "mp-601371", "mp-19832", "mp-236", "mp-7237", "mp-1079649", "mp-20271", "mp-23221", "mp-4840", "mp-5901", "mp-2663", "mp-975655", "mp-1078679", "mp-870", "mp-2006", "mp-3421", "mp-4043", "mp-5488", "mp-20787", "mp-23846", "mp-20004", "mp-4978", "mp-16566", "mp-19821", "mp-1798", "mp-21077", "mp-1182", "mp-1364", "mp-1079055", "mp-1572", "mp-23275", "mp-2053", "mp-22791", "mp-4763", "mp-19724", "mp-3982", "mp-4979", "mp-567314", "mp-715566", "mp-720", "mp-11769", "mp-148", "mp-19835", "mp-3541", "mp-5782", "mp-1128", "mp-1786", "mp-3839", "mp-20878", "mp-30619", "mp-3827", "mp-736", "mp-2420", "mp-30855", "mp-2341", "mp-5702", "mp-1078452", "mp-1179840", "mp-21167", "mp-21499", "mp-11538", "mp-22177", "mp-697068", "mp-23047", "mp-5723", "mp-11351", "mp-1079553", "mp-3950", "mp-1078182", "mp-1078543", "mp-19811", "mp-1080496", "mp-1079551", "mp-1743", "mp-1078880", "mp-601823", "mp-1101090", "mp-23499", "mp-3053", "mp-23405", "mp-14193", "mp-4829", "mp-1849", "mp-1079800", "mp-23804", "mp-1079023", "mp-1079129", "mp-1079254", "mp-608555", "mp-274", "mp-22975", "mp-31427", "mp-23039", "mp-551848", "mp-1078586", "mp-23099", "mp-1222", "mp-19718", "mp-1079949", "mp-1078430", "mp-24853", "mp-6930", "mp-20989", "mp-21387", "mp-22972", "mp-20946", "mp-558111", "mp-21038", "mp-21494", "mp-19782", "mp-20926", "mp-21887", "mp-19101", "mp-3015", "mp-30328", "mp-350", "mp-12374", "mp-3630", "mp-30375", "mp-643002", "mp-5015", "mp-4508", "mp-21492", "mp-21158", "mp-23853", "mp-23059", "mp-7558", "mp-18756", "mp-22172", "mp-4299", "mp-1079239", "mp-22696", "mp-21320", "mp-2478", "mp-552623", "mp-4989", "mp-6922", "mp-7297", "mp-1079696", "mp-2990", "mp-423", "mp-640922", "mp-10711", "mp-1079367", "mp-20058", "mp-567856", "mp-248", "mp-20727", "mp-23067", "mp-19060", "mp-363", "mp-6915", "mp-7000", "mp-19181", "mp-733", "mp-2909", "mp-551437", "mp-8938", "mp-15683", "mp-3197", "mp-550320", "mp-778", "mp-23546", "mp-223", "mp-30536", "mp-4720", "mp-18850", "mp-1078592", "mp-505589", "mp-1079069", "mp-553342", "mp-517", "mp-541275", "mp-19332", "mp-13095", "mp-7498", "mp-23513", "mp-3970", "mp-22718", "mp-3042", "mp-1079086", "mp-632759", "mp-19325", "mp-20665", "mp-543024", "mp-4555", "mp-1079896", "mp-555", "mp-22947", "mp-19246", "mp-3771", "mp-5765", "mp-19227", "mp-22230", "mp-6459", "mp-3205", "mp-19156", "mp-5076", "mp-2920", "mp-3129", "mp-1078250", "mp-22977", "mp-560861", "mp-22950", "mp-3896", "mp-2958", "mp-639876", "mp-18995", "mp-4001", "mp-23161", "mp-7819", "mp-1078367", "mp-1078860", "mp-6613", "mp-3316", "mp-541899", "mp-22813", "mp-2826", "mp-21434", "mp-23438", "mp-19127", "mp-558078", "mp-1078258", "mp-21900", "mp-5924", "mp-13641", "mp-561922", "mp-1079331", "mp-1627", "mp-5348", "mp-1078871", "mp-5304", "mp-613", "mp-886", "mp-1243", "mp-8218", "mp-1078734", "mp-2998", "mp-1078197", "mp-18845", "mp-574122", "mp-1078634", "mp-2105", "mp-3451", "mp-4531", "mp-23054", "mp-1167", "mp-13415", "mp-458", "mp-1080173", "mp-8613", "mp-18764", "mp-6586", "mp-5131", "mp-4651", "mp-20196", "mp-3047", "mp-31756", "mp-542734", "mp-5899", "mp-19770", "mp-8695", "mp-1079839", "mp-5566", "mp-19258", "mp-6065", "mp-1079901", "mp-20798", "mp-22438", "mp-23215", "mp-6430", "mp-19168", "mp-3408", "mp-3759", "mp-1078361", "mp-23026", "mp-540609", "mp-1079630", "mp-19403", "mp-2928", "mp-541449", "mp-3721", "mp-2128", "mp-21344", "mp-1078551", "mp-3779", "mp-20662", "mp-19245", "mp-6692", "mp-5096", "mp-19389", "mp-504900", "mp-5327", "mp-6560", "mp-1078829", "mp-6739", "mp-1482", "mp-4391", "mp-4900", "mp-676040", "mp-3342", "mp-6114", "mp-22758", "mp-3953", "mp-2832", "mp-510294", "mp-19399", "mp-22323", "mp-2091", "mp-2939", "mp-384", "mp-3618", "mp-23160", "mp-20629", "mp-1078237", "mp-19376", "mp-655360", "mp-6609", "mp-30846", "mp-1078904", "mp-29658", "mp-561067", "mp-13008", "mp-4243", "mp-6782", "mp-19119", "mp-20794", "mp-23684", "mp-22112", "mp-18969", "mp-548615", "mp-18965", "mp-20683", "mp-569054", "mp-6304", "mp-22942", "mp-19400", "mp-20716", "mp-23349", "mp-19424", "mp-553281", "mp-18814", "mp-19182", "mp-550081", "mp-23092", "mp-23120", "mp-1143", "mp-6384", "mp-7783", "mp-6122", "mp-20908", "mp-4385", "mp-6492", "mp-19157", "mp-23235", "mp-754329", "mp-1301", "mp-19085", "mp-19339", "mp-552588", "mp-504723", "mp-1340", "mp-5328", "mp-3682", "mp-314", "mp-19448", "mp-542910", "mp-23104", "mp-13005", "mp-9238", "mp-4187", "mp-362", "mp-1078233", "mp-23501", "mp-1047", "mp-22966", "mp-6037", "mp-23022", "mp-25053", "mp-1078244", "mp-22667", "mp-554410", "mp-7073", "mp-18805", "mp-1078868", "mp-19051", "mp-1078473", "mp-18940", "mp-5864", "mp-6798", "mp-7986", "mp-3336", "mp-4227", "mp-6428", "mp-846", "mp-540783", "mp-560374", "mp-1078340", "mp-21101", "mp-4096", "mp-5735", "mp-3466", "mp-3382", "mp-1078331", "mp-23484", "mp-1078595", "mp-12525", "mp-23091", "mp-20836", "mp-18857", "mp-19417", "mp-19420", "mp-1078924", "mp-18937", "mp-22955", "mp-3442", "mp-484", "mp-22891", "mp-18986", "mp-21346", "mp-1078336", "mp-1078278", "mp-4497", "mp-542776", "mp-539", "mp-3387", "mp-6135", "mp-1079007", "mp-16756", "mp-2378", "mp-557772", "mp-13427", "mp-4482", "mp-715514", "mp-10152", "mp-23482", "mp-636264", "mp-19082", "mp-20689", "mp-3666", "mp-1078668", "mp-4675", "mp-6504", "mp-18977", "mp-18732", "mp-1079708", "mp-1407", "mp-567621", "mp-3852", "mp-505292", "mp-1095622", "mp-5454", "mp-1101800", "mp-1101786", "mp-698", "mp-3179", "mp-3354", "mp-613839", "mp-7064", "mp-3471", "mp-308", "mp-4300", "mp-6628", "mp-1095215", "mp-568519", "mp-1101777", "mp-975640", "mp-23709", "mp-23085", "mp-20844", "mp-1095537", "mp-6494", "mp-5280", "mp-5798", "mp-571223", "mp-22039", "mp-5594", "mp-18924", "mp-1095591", "mp-1101850", "mp-1102674", "mp-2760", "mp-640597", "mp-3683", "mp-542824", "mp-9258", "mp-19276", "mp-22024", "mp-23450", "mp-8039", "mp-11499", "mp-741", "mp-1935", "mp-2225", "mp-21401", "mp-4627", "mp-22162", "mp-10074", "mp-1095443", "mp-20495", "mp-568936", "mp-21144", "mp-12657", "mp-1746", "mp-19323", "mp-19827", "mp-1677", "mp-19121", "mp-18825", "mp-3998", "mp-1320", "mp-1851", "mp-19841", "mp-22222", "mp-1102561", "mp-4104", "mp-488", "mp-1095682", "mp-4718", "mp-18960", "mp-20022", "mp-541754", "mp-977588", "mp-1095234", "mp-19372", "mp-21286", "mp-4634", "mp-19809", "mp-23711", "mp-4820", "mp-504", "mp-569480", "mp-19070", "mp-561511", "mp-23704", "mp-20541", "mp-22410", "mp-1095675", "mp-1637", "mp-21893", "mp-567339", "mp-569624", "mp-18918", "mp-569424", "mp-1095646", "mp-570963", "mp-5813", "mp-21153", "mp-23044", "mp-1068", "mp-11764", "mp-1095561", "mp-1182869", "mp-1102025", "mp-570430", "mp-1095562", "mp-22041", "mp-1168", "mp-22693", "mp-19326", "mp-20949", "mp-23715", "mp-37722", "mp-3054", "mp-568186", "mp-19247", "mp-2070", "mp-605", "mp-19387", "mp-3881", "mp-21310", "mp-3204", "mp-5061", "mp-569783", "mp-6660", "mp-10463", "mp-20133", "mp-20184", "mp-2310", "mp-5461", "mp-956096", "mp-542096", "mp-541404", "mp-730", "mp-21073", "mp-23081", "mp-13268", "mp-19163", "mp-402", "mp-2142", "mp-4169", "mp-22169", "mp-1863", "mp-20593", "mp-19295", "mp-430", "mp-30156", "mp-369", "mp-4165", "mp-5012", "mp-510409", "mp-1095567", "mp-554278", "mp-5868", "mp-23005", "mp-23065", "mp-553932", "mp-1095689", "mp-2034", "mp-12613", "mp-1922", "mp-540703", "mp-15953", "mp-20671", "mp-983", "mp-1102139", "mp-1565", "mp-1095568", "mp-21119", "mp-23045", "mp-570684", "mp-22035", "mp-1592", "mp-5132", "mp-1439", "mp-505282", "mp-542724", "mp-20077", "mp-20284", "mp-30638", "mp-5839", "mp-1095261", "mp-1102824", "mp-2997", "mp-22443", "mp-19076", "mp-20007", "mp-21446", "mp-2451", "mp-4340", "mp-2572", "mp-5632", "mp-2432", "mp-22228", "mp-18784", "mp-19240", "mp-5884", "mp-20490", "mp-2682", "mp-5659", "mp-22426", "mp-1848", "mp-27281", "mp-1102143", "mp-2772", "mp-12748", "mp-2513", "mp-20733", "mp-22974", "mp-569334", "mp-6879", "mp-8909", "mp-160", "mp-18812", "mp-1589", "mp-19126", 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"mp-568671", "mp-1806", "mp-5737", "mp-12843", "mp-623836", "mp-2108", "mp-3677", "mp-634326", "mp-30668", "mp-753", "mp-3635", "mp-556754", "mp-643727", "mp-1105968", "mp-2058", "mp-22982", "mp-20310", "mp-570293", "mp-10495", "mp-1189497", "mp-636368", "mp-21880", "mp-23417", "mp-713", "mp-20373", "mp-29652", "mp-1106248", "mp-1237229", "mp-20250", "mp-23667", "mp-11908", "mp-2836", "mp-6449", "mp-1321", "mp-30841", "mp-449", "mp-3345", "mp-4468", "mp-569981", "mp-1105646", "mp-18708", "mp-540912", "mp-11854", "mp-616476", "mp-1188121", "mp-1460", "mp-20517", "mp-23288", "mp-1464", "mp-510522", "mp-6884", "mp-19879", "mp-7372", "mp-2848", "mp-1105387", "mp-20331", "mp-1239", "mp-4198", "mp-22373", "mp-23642", "mp-452", "mp-5408", "mp-977414", "mp-1105737", "mp-634117", "mp-10203", "mp-1106100", "mp-1793", "mp-607111", "mp-2044", "mp-24565", "mp-16230", "mp-22337", "mp-21012", "mp-23179", "mp-1536"] \ No newline at end of file +["mp-90", "mp-114", "mp-1055994", "mp-1056308", "mp-51", 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"mp-1696", "mp-2403", "mp-2731", "mp-1787", "mp-142", "mp-980094", "mp-982", "mp-2523", "mp-2121", "mp-21273", "mp-541441", "mp-1067", "mp-20225", "mp-3648", "mp-788", "mp-4813", "mp-20034", "mp-2264", "mp-1018115", "mp-1065394", "mp-2092", "mp-635", "mp-69", "mp-19920", "mp-21482", "mp-22464", "mp-376", "mp-3613", "mp-38", "mp-2767", "mp-2103", "mp-2333", "mp-4053", "mp-20228", "mp-2189", "mp-2659", "mp-22858", "mp-21845", "mp-357", "mp-510281", "mp-1274", "mp-2013", "mp-3736", "mp-1418", "mp-20730", "mp-2554", "mp-1018094", "mp-2639", "mp-2134", "mp-260", "mp-165", "mp-21430", "mp-5221", "mp-1235", "mp-20903", "mp-20729", "mp-27837", "mp-190", "mp-22493", "mp-1063607", "mp-21188", "mp-522", "mp-2685", "mp-1064272", "mp-19918", "mp-3657", "mp-5407", "mp-435", "mp-20211", "mp-21467", "mp-1097", "mp-19079", "mp-20503", "mp-2431", "mp-567832", "mp-1064227", "mp-378", "mp-4494", "mp-1603", "mp-5538", "mp-568382", "mp-2653", "mp-1518", "mp-16342", "mp-3567", "mp-4922", "mp-2805", "mp-567308", "mp-3740", "mp-2831", "mp-1150", "mp-171", "mp-2415", "mp-21014", "mp-22863", "mp-23313", "mp-1065190", "mp-1251", "mp-19762", "mp-2061", "mp-1438", "mp-19419", "mp-5529", "mp-7991", "mp-21008", "mp-570301", "mp-546552", "mp-426", "mp-804", "mp-5124", "mp-5154", "mp-21432", "mp-5475", "mp-1933", "mp-2509", "mp-894", "mp-22205", "mp-4037", "mp-949", "mp-22503", "mp-1007664", "mp-11233", "mp-2391", "mp-568587", "mp-20849", "mp-19391", "mp-19921", "mp-23177", "mp-2306", "mp-3499", "mp-22870", "mp-3909", "mp-1067285", "mp-1877", "mp-19340", "mp-849065", "mp-22897", "mp-610", "mp-2580", "mp-578604", "mp-1039", "mp-22526", "mp-5770", "mp-633", "mp-12607", "mp-505531", "mp-19149", "mp-25411", "mp-5436", "mp-158", "mp-288", "mp-20369", "mp-21883", "mp-999357", "mp-20214", "mp-22790", "mp-249", "mp-999198", "mp-2583", "mp-20984", "mp-20920", "mp-5383", "mp-20291", "mp-20628", "mp-23033", "mp-663", "mp-1291", "mp-1448", "mp-2065", "mp-20941", "mp-2393", "mp-636328", "mp-19963", "mp-22760", "mp-23737", "mp-5284", "mp-4815", "mp-3958", "mp-4954", "mp-5948", "mp-3456", "mp-20956", "mp-19405", "mp-20177", "mp-4229", "mp-4439", "mp-4170", "mp-542986", "mp-4810", "mp-4475", "mp-20646", "mp-22397", "mp-569302", "mp-22374", "mp-5400", "mp-9006", "mp-12631", "mp-1834", "mp-5752", "mp-22771", "mp-561947", "mp-4999", "mp-5589", "mp-1068797", "mp-1201", "mp-3163", "mp-18841", "mp-2877", "mp-3207", "mp-3805", "mp-8399", "mp-21277", "mp-1069193", "mp-4013", "mp-582799", "mp-3826", "mp-4126", "mp-4148", "mp-3441", "mp-1068685", "mp-21079", "mp-1968", "mp-568280", "mp-542988", "mp-5720", "mp-3097", "mp-4228", "mp-5497", "mp-5622", "mp-1067937", "mp-4563", "mp-5660", "mp-1069790", "mp-5173", "mp-20542", "mp-4742", "mp-22187", "mp-3065", "mp-568961", "mp-1069129", "mp-4744", "mp-2896", "mp-8250", "mp-20890", "mp-535", "mp-18717", "mp-22486", "mp-556891", "mp-20670", "mp-5386", "mp-2917", "mp-3854", "mp-6940", "mp-978986", "mp-1940", "mp-3769", "mp-510376", "mp-4302", "mp-1068431", "mp-4105", "mp-4836", "mp-20950", "mp-3412", "mp-5227", "mp-5486", "mp-19900", "mp-2929", "mp-5591", "mp-20933", "mp-5517", "mp-5976", "mp-21849", "mp-3299", "mp-5561", "mp-4177", "mp-7298", "mp-21221", "mp-2881", "mp-6920", "mp-21281", "mp-4562", "mp-555123", "mp-2056", "mp-1818", "mp-20649", "mp-4668", "mp-5878", "mp-5893", "mp-3325", "mp-22435", "mp-2930", "mp-20527", "mp-3271", "mp-3997", "mp-4305", "mp-560976", "mp-20776", "mp-4088", "mp-20830", "mp-22958", "mp-22988", "mp-3303", "mp-5986", "mp-4865", "mp-4413", "mp-4805", "mp-5556", "mp-20837", "mp-3398", "mp-4250", "mp-19035", "mp-20596", "mp-21882", "mp-3191", "mp-3108", "mp-3587", "mp-2763", "mp-8401", "mp-4466", "mp-4768", "mp-19973", "mp-20325", "mp-5577", "mp-19025", "mp-19824", "mp-5399", "mp-3678", "mp-22412", "mp-2967", "mp-4415", "mp-5112", "mp-541837", "mp-1057", "mp-6926", "mp-4511", "mp-1068577", "mp-23037", "mp-4939", "mp-21313", "mp-30247", "mp-5734", "mp-4653", "mp-5819", "mp-5083", "mp-21383", "mp-21426", "mp-10733", "mp-20677", "mp-3218", "mp-5627", "mp-1068300", "mp-4883", "mp-5346", "mp-5505", "mp-21388", "mp-3583", "mp-3614", "mp-4050", "mp-5598", "mp-4521", "mp-4729", "mp-3211", "mp-4767", "mp-3893", "mp-10690", "mp-22246", "mp-5069", "mp-20115", "mp-4404", "mp-5683", "mp-34202", "mp-5054", "mp-3301", "mp-3995", "mp-5739", "mp-12857", "mp-1827", "mp-3390", "mp-7104", "mp-2461", "mp-3448", "mp-4109", "mp-5381", "mp-22343", "mp-4065", "mp-5109", "mp-637965", "mp-1068164", "mp-20448", "mp-3329", "mp-2289", "mp-3048", "mp-5827", "mp-610787", "mp-1976", "mp-22639", "mp-335", "mp-1068422", "mp-23949", "mp-559946", "mp-13061", "mp-3148", "mp-3489", "mp-4014", "mp-4255", "mp-13398", "mp-21089", "mp-5292", "mp-19845", "mp-3323", "mp-4711", "mp-22349", "mp-3507", "mp-4614", "mp-4725", "mp-3216", "mp-5811", "mp-4985", "mp-5229", "mp-20595", "mp-5777", "mp-5934", "mp-5166", "mp-21421", "mp-3862", "mp-4441", "mp-11397", "mp-569006", "mp-29241", "mp-1069726", "mp-4822", "mp-973", "mp-3210", "mp-4537", "mp-19838", "mp-3834", "mp-20700", "mp-547069", "mp-567808", "mp-1088", "mp-21116", "mp-550008", "mp-4090", "mp-3585", "mp-510624", "mp-5423", "mp-505622", "mp-644203", "mp-18747", "mp-20264", "mp-21000", "mp-4370", "mp-20459", "mp-19979", "mp-22615", "mp-2775", "mp-4275", "mp-4633", "mp-21423", "mp-27710", "mp-20238", "mp-3566", "mp-4920", "mp-1017566", "mp-10139", "mp-21280", "mp-3846", "mp-19328", "mp-4924", "mp-2893", "mp-3035", "mp-5129", "mp-1903", "mp-5553", "mp-626981", "mp-30599", "mp-547622", "mp-4458", "mp-560399", "mp-13146", "mp-3455", "mp-3292", "mp-4903", "mp-5820", "mp-5936", "mp-5000", "mp-20171", "mp-21884", "mp-3241", "mp-20032", "mp-3177", "mp-3437", "mp-1017467", "mp-21420", "mp-2965", "mp-3651", "mp-4793", "mp-566131", "mp-5688", "mp-5022", "mp-5835", "mp-1068653", "mp-3333", "mp-4316", "mp-20860", "mp-13401", "mp-5219", "mp-19753", "mp-4064", "mp-4539", "mp-1069604", "mp-19939", "mp-20173", "mp-569607", "mp-4433", "mp-1068244", "mp-2721", "mp-5323", "mp-610530", "mp-2906", "mp-3515", "mp-5351", "mp-1069443", "mp-5666", "mp-21240", "mp-5020", "mp-20341", "mp-2949", "mp-3709", "mp-3388", "mp-5452", "mp-20924", "mp-5605", "mp-21478", "mp-3895", "mp-5451", "mp-1069160", "mp-4487", "mp-3018", "mp-5786", "mp-21385", "mp-4551", "mp-5288", "mp-5429", "mp-5176", "mp-936", "mp-20602", "mp-22949", "mp-3239", "mp-4346", "mp-4488", "mp-2646", "mp-2063", "mp-7692", "mp-10133", "mp-541365", "mp-1068340", "mp-600089", "mp-536", "mp-4150", "mp-4881", "mp-5796", "mp-3021", "mp-4007", "mp-5745", "mp-22995", "mp-3296", "mp-4505", "mp-20785", "mp-23879", "mp-9244", "mp-5757", "mp-632", "mp-20193", "mp-23062", "mp-3931", "mp-540", "mp-1019", "mp-1076966", "mp-1553", "mp-21419", "mp-4395", "mp-542633", "mp-1852", "mp-2363", "mp-840", "mp-20089", "mp-2319", "mp-7582", "mp-22953", "mp-10137", "mp-2130", "mp-22065", "mp-6098", "mp-1072104", "mp-20155", "mp-22761", "mp-2740", "mp-5940", "mp-766", "mp-1187", "mp-21847", "mp-2338", "mp-27850", "mp-472", "mp-1824", "mp-2903", "mp-675", "mp-1077034", "mp-1871", "mp-22998", "mp-541911", "mp-1234", "mp-1249", "mp-22108", "mp-2815", "mp-4796", "mp-670", "mp-1112", "mp-21117", "mp-11220", "mp-20970", "mp-3402", "mp-22957", "mp-537", "mp-547074", "mp-5951", "mp-19768", "mp-19917", "mp-1076939", "mp-2016", "mp-353", "mp-1229", "mp-12770", "mp-23070", "mp-2827", "mp-1070859", "mp-1718", "mp-20189", "mp-510148", "mp-21092", "mp-29443", "mp-3938", "mp-445", "mp-11328", "mp-1077378", "mp-20333", "mp-2851", "mp-321", "mp-1032", "mp-1463", "mp-5353", "mp-22973", "mp-2797", "mp-20762", "mp-394", "mp-1558", "mp-23214", "mp-2536", "mp-20822", "mp-421", "mp-568748", "mp-1570", "mp-250", "mp-4785", "mp-22939", "mp-23292", "mp-1522", "mp-1638", "mp-1734", "mp-558", "mp-7135", "mp-1762", "mp-19814", "mp-21096", "mp-22882", "mp-258", "mp-2783", "mp-3465", "mp-541912", "mp-884", "mp-1429", "mp-23072", "mp-21260", "mp-2263", "mp-2435", "mp-569", "mp-861", "mp-634", "mp-998", "mp-1077", "mp-1436", "mp-20049", "mp-1207", "mp-1768", "mp-20111", "mp-890", "mp-253", "mp-969", "mp-20690", "mp-21192", "mp-555934", "mp-568264", "mp-2152", "mp-571664", "mp-1425", "mp-4247", "mp-556911", "mp-1072865", "mp-1634", "mp-480", "mp-1072248", "mp-22698", "mp-1077023", "mp-20227", "mp-644607", "mp-20233", "mp-22795", "mp-2501", "mp-1072113", "mp-33009", "mp-400", "mp-361", "mp-1038", "mp-1384", "mp-2085", "mp-21363", "mp-1077933", "mp-20686", "mp-21264", "mp-2424", "mp-951", "mp-21284", "mp-715", "mp-23002", "mp-1070857", "mp-312", "mp-281", "mp-677", "mp-11284", "mp-2436", "mp-1077102", "mp-20714", "mp-22318", "mp-673", "mp-1667", "mp-2062", "mp-557523", "mp-20994", "mp-1725", "mp-1984", "mp-2370", "mp-2769", "mp-2233", "mp-2250", "mp-3637", "mp-5816", "mp-1148", "mp-1434", "mp-2645", "mp-1071541", "mp-1761", "mp-1980", "mp-2237", "mp-19761", "mp-6092", "mp-756", "mp-1034", "mp-23025", "mp-3040", "mp-333", "mp-4743", "mp-505332", "mp-310", "mp-858", "mp-574", "mp-5962", "mp-4374", "mp-1576", "mp-1024", "mp-1072444", "mp-1731", "mp-2008", "mp-22857", "mp-1237", "mp-813", "mp-1075", "mp-21413", "mp-25223", "mp-10087", "mp-11722", "mp-23023", "mp-3289", "mp-22311", "mp-1337", "mp-13436", "mp-3718", "mp-695", "mp-1939", "mp-2331", "mp-1071319", "mp-510378", "mp-27335", "mp-4359", "mp-570896", "mp-21395", "mp-601195", "mp-2265", "mp-1654", "mp-19895", "mp-20354", "mp-2098", "mp-22478", "mp-1018803", "mp-19094", "mp-20531", "mp-582", "mp-565", "mp-602", "mp-1071863", "mp-1077154", "mp-14093", "mp-22514", "mp-5369", "mp-19923", "mp-1061", "mp-20626", "mp-761", "mp-358", "mp-4738", "mp-510753", "mp-569833", "mp-6646", "mp-672702", "mp-1096799", "mp-638079", "mp-1208", "mp-20759", "mp-2707", "mp-1594", "mp-6223", "mp-2049", "mp-21428", "mp-4233", "mp-2844", "mp-505331", "mp-2116", "mp-2389", "mp-4075", "mp-474", "mp-569661", "mp-1329", "mp-1077177", "mp-22888", "mp-20245", "mp-5410", "mp-19880", "mp-20612", "mp-610522", "mp-1071468", "mp-11385", "mp-23188", "mp-20434", "mp-22317", "mp-2483", "mp-1072922", "mp-2850", "mp-550172", "mp-5869", "mp-2574", "mp-510408", "mp-607182", "mp-1873", "mp-22740", "mp-23008", "mp-2695", "mp-6140", "mp-825", "mp-21252", "mp-267", "mp-2723", "mp-6544", "mp-1279", "mp-20021", "mp-505016", "mp-628", "mp-996", "mp-2462", "mp-1069", "mp-19737", "mp-22992", "mp-1189", "mp-13076", "mp-1757", "mp-2628", "mp-753721", "mp-20725", "mp-543019", "mp-9939", "mp-10212", "mp-747", "mp-1071539", "mp-21325", "mp-2178", "mp-3433", "mp-917", "mp-32686", "mp-3589", "mp-5606", "mp-500", "mp-19733", "mp-819", "mp-1901", "mp-20608", "mp-9281", "mp-1071818", "mp-20757", "mp-1072181", "mp-21399", "mp-764", "mp-20086", "mp-568", "mp-19876", "mp-20084", "mp-1969", "mp-21295", "mp-1343", "mp-21068", "mp-3263", "mp-19177", "mp-5848", "mp-6947", "mp-20074", "mp-20432", "mp-22141", "mp-22475", "mp-929", "mp-542568", "mp-1729", "mp-2088", "mp-22229", "mp-16421", "mp-1825", "mp-2337", "mp-2582", "mp-23891", "mp-1220", "mp-4495", "mp-3960", "mp-2000", "mp-5938", "mp-809", "mp-557762", "mp-760", "mp-850", "mp-1085", "mp-1400", "mp-20552", "mp-13683", "mp-22909", "mp-505803", "mp-2358", "mp-2837", "mp-336", "mp-853", "mp-1629", "mp-2206", "mp-20318", "mp-22797", "mp-555908", "mp-574438", "mp-3346", "mp-1515", "mp-1799", "mp-227", "mp-1077071", "mp-20195", "mp-5519", "mp-8352", "mp-1077398", "mp-1882", "mp-803", "mp-4973", "mp-1200", "mp-1956", "mp-21305", "mp-1781", "mp-550206", "mp-559798", "mp-5068", "mp-470", "mp-1422", "mp-30875", "mp-21351", "mp-21433", "mp-1385", "mp-1495", "mp-2041", "mp-20242", "mp-20664", "mp-22752", "mp-2498", "mp-2725", "mp-486", "mp-2698", "mp-589", "mp-20070", "mp-946", "mp-1575", "mp-21090", "mp-1285", "mp-2359", "mp-5394", "mp-7", "mp-10033", "mp-1043", "mp-2317", "mp-5313", "mp-1072956", "mp-21271", "mp-1720", "mp-19858", "mp-23024", "mp-5019", "mp-548", "mp-626620", "mp-657", "mp-22498", "mp-569008", "mp-1567", "mp-2396", "mp-9252", "mp-2019", "mp-2570", "mp-507", "mp-1401", "mp-20553", "mp-666", "mp-903", "mp-22331", "mp-328", "mp-20660", "mp-2373", "mp-2066", "mp-20928", "mp-2557", "mp-5239", "mp-5446", "mp-2385", "mp-1828", "mp-1140", "mp-11852", "mp-20075", "mp-339", "mp-4219", "mp-1527", "mp-542777", "mp-542791", "mp-1018948", "mp-1861", "mp-5634", "mp-5456", "mp-1402", "mp-23163", "mp-1077147", "mp-2067", "mp-21055", "mp-2665", "mp-1071448", "mp-2689", "mp-11194", "mp-1898", "mp-22532", "mp-1915", "mp-3165", "mp-20536", "mp-21105", "mp-862", "mp-9945", "mp-1728", "mp-1926", "mp-19816", "mp-2322", "mp-2657", "mp-1388", "mp-2947", "mp-390", "mp-413", "mp-571166", "mp-2109", "mp-23253", "mp-2551", "mp-540828", "mp-1413", "mp-863", "mp-204", "mp-2149", "mp-1071505", "mp-2295", "mp-5678", "mp-6754", "mp-1071567", "mp-1278", "mp-30613", "mp-1657", "mp-1821", "mp-2674", "mp-7583", "mp-20422", "mp-877", "mp-1910", "mp-23192", "mp-2749", "mp-276", "mp-1094135", "mp-1773", "mp-22256", "mp-23710", "mp-774", "mp-1018657", "mp-1113", "mp-19974", "mp-636253", "mp-23432", "mp-546794", "mp-1001", "mp-1077209", "mp-20027", "mp-20842", "mp-2699", "mp-912", "mp-921", "mp-1832", "mp-22197", "mp-22945", "mp-20235", "mp-22595", "mp-2439", "mp-5334", "mp-1294", "mp-1383", "mp-23019", "mp-20869", "mp-21890", "mp-2129", "mp-471", "mp-4854", "mp-607", "mp-7284", "mp-2455", "mp-1651", "mp-27760", "mp-560902", "mp-20426", "mp-2708", "mp-1052", "mp-1607", "mp-22904", "mp-1077234", "mp-2613", "mp-1179", "mp-1497", "mp-2694", "mp-4561", "mp-12118", "mp-1866", "mp-20790", "mp-2838", "mp-1070806", "mp-1159", "mp-224", "mp-2404", "mp-9835", "mp-21050", "mp-1702", "mp-391", "mp-759", "mp-684", "mp-856", "mp-3217", "mp-22935", "mp-22969", "mp-2463", "mp-2430", "mp-30562", "mp-1492", "mp-1727", "mp-20639", "mp-22993", "mp-2550", "mp-1602", "mp-1909", "mp-6576", "mp-977388", "mp-20766", "mp-22987", "mp-30584", "mp-13037", "mp-21416", "mp-2232", "mp-22964", "mp-23759", "mp-2762", "mp-2801", "mp-493", "mp-21203", "mp-4454", "mp-557610", "mp-5699", "mp-20098", "mp-467", "mp-21326", "mp-2680", "mp-19102", "mp-23143", "mp-19191", "mp-1474", "mp-23485", "mp-4452", "mp-1028", "mp-7823", "mp-1078089", "mp-24149", "mp-5749", "mp-554212", "mp-2780", "mp-8560", "mp-15777", "mp-2371", "mp-1756", "mp-697096", "mp-1077978", "mp-560610", "mp-2203", "mp-13949", "mp-1296", "mp-22596", "mp-3038", "mp-1077883", "mp-21343", "mp-21251", "mp-5090", "mp-20261", "mp-7229", "mp-4158", "mp-568319", "mp-23353", "mp-5051", "mp-22700", "mp-2643", "mp-20294", "mp-19747", "mp-3159", "mp-4860", "mp-6638", "mp-4152", "mp-22956", "mp-541937", "mp-5532", "mp-20174", "mp-19317", "mp-21139", "mp-556546", "mp-1077874", "mp-3167", "mp-5528", "mp-3772", "mp-6624", "mp-6996", "mp-4181", "mp-3376", "mp-419", "mp-1077929", "mp-20708", "mp-10255", "mp-3359", "mp-19735", "mp-3808", "mp-568032", "mp-4909", "mp-12763", "mp-1929", "mp-9942", "mp-5350", "mp-7604", "mp-954", "mp-1076", "mp-15652", "mp-10955", "mp-3776", "mp-4210", "mp-1591", "mp-569270", "mp-12762", "mp-19804", "mp-964", "mp-12752", "mp-561419", "mp-24148", "mp-22934", "mp-18972", "mp-19807", "mp-23114", "mp-4809", "mp-10142", "mp-1077944", "mp-242", "mp-19366", "mp-571653", "mp-4730", "mp-1078012", "mp-18978", "mp-6867", "mp-12531", "mp-4852", "mp-22266", "mp-889", "mp-27840", "mp-6328", "mp-4596", "mp-20874", "mp-1025281", "mp-865", "mp-5928", "mp-4732", "mp-571491", "mp-22648", "mp-1451", "mp-5372", "mp-22568", "mp-11398", "mp-12990", "mp-14091", "mp-16315", "mp-696", "mp-1079677", "mp-5150", "mp-549589", "mp-1078613", "mp-19722", "mp-1224", "mp-20753", "mp-22871", "mp-1078538", "mp-16564", "mp-468", "mp-23282", "mp-4953", "mp-21855", "mp-729", "mp-20861", "mp-22060", "mp-8742", "mp-23244", "mp-6408", "mp-23281", "mp-9920", "mp-23293", "mp-2377", "mp-2507", "mp-19833", "mp-8044", "mp-2369", "mp-841", "mp-22240", "mp-505632", "mp-20619", "mp-562468", "mp-1078640", "mp-569683", "mp-827", "mp-20857", "mp-7589", "mp-2089", "mp-3155", "mp-12900", "mp-23208", "mp-544", "mp-2339", "mp-7857", "mp-1078227", "mp-1932", "mp-5238", "mp-8365", "mp-4283", "mp-20782", "mp-4538", "mp-510625", "mp-3849", "mp-485", "mp-20717", "mp-5955", "mp-1079720", "mp-22159", "mp-22400", "mp-1079818", "mp-22270", "mp-22367", "mp-1017", "mp-3988", "mp-20900", "mp-3524", "mp-22386", "mp-4524", "mp-15799", "mp-2662", "mp-1836", "mp-20807", "mp-1078686", "mp-246", "mp-510421", "mp-21115", "mp-30672", "mp-22053", "mp-13094", "mp-1025446", "mp-20112", "mp-3642", "mp-5038", "mp-9814", "mp-1275", "mp-23189", "mp-235", "mp-4288", "mp-7092", "mp-739", "mp-8016", "mp-1078709", "mp-1822", "mp-1078292", "mp-15671", "mp-21237", "mp-22510", "mp-3128", "mp-1025402", "mp-1079020", "mp-10967", "mp-10748", "mp-1078520", "mp-5170", "mp-839", "mp-4171", "mp-542640", "mp-8761", "mp-1599", "mp-22079", "mp-349", "mp-15653", "mp-18767", "mp-7576", "mp-20883", "mp-3871", "mp-672371", "mp-8996", "mp-9967", "mp-1078945", "mp-1221", "mp-7832", "mp-4817", "mp-5414", "mp-22156", "mp-2668", "mp-22485", "mp-23204", "mp-1078464", "mp-20408", "mp-4008", "mp-996162", "mp-1387", "mp-3275", "mp-4472", "mp-510670", "mp-5342", "mp-1139", "mp-2157", "mp-2672", "mp-4969", "mp-24659", "mp-3098", "mp-1005", "mp-19178", "mp-4893", "mp-1136", "mp-643945", "mp-416", "mp-2033", "mp-21410", "mp-23211", "mp-893", "mp-1078944", "mp-22850", "mp-4666", "mp-4756", "mp-395", "mp-1079570", "mp-3595", "mp-20685", "mp-22144", "mp-510668", "mp-1823", "mp-19443", "mp-27677", "mp-3284", "mp-23933", "mp-4081", "mp-1373", "mp-19390", "mp-2961", "mp-6562", "mp-22389", "mp-637575", "mp-1086665", "mp-23263", "mp-1078858", "mp-5513", "mp-1078612", "mp-10904", "mp-20349", "mp-3668", "mp-581786", "mp-6625", "mp-21345", "mp-4196", "mp-4024", "mp-19940", "mp-128", "mp-21078", "mp-322", "mp-1937", "mp-568718", "mp-731", "mp-13392", "mp-7562", "mp-1079684", "mp-19795", "mp-1078796", "mp-13154", "mp-22068", "mp-891", "mp-1079938", "mp-1924", "mp-1578", "mp-1804", "mp-5588", "mp-20554", "mp-22612", "mp-6088", "mp-5058", "mp-22232", "mp-23116", "mp-757", "mp-1025497", "mp-7948", "mp-12515", "mp-2552", "mp-24", "mp-12382", "mp-740", "mp-1079582", "mp-1380", "mp-1868", "mp-20042", "mp-21255", "mp-4175", "mp-3078", "mp-1095043", "mp-427", "mp-9921", "mp-1943", "mp-23247", "mp-956", "mp-1079635", "mp-2488", "mp-5215", "mp-541138", "mp-23218", "mp-351", "mp-818", "mp-9968", "mp-1120", "mp-10952", "mp-3034", "mp-4613", "mp-5518", "mp-8017", "mp-11525", "mp-1079181", "mp-2400", "mp-583", "mp-1078721", "mp-20175", "mp-22261", "mp-5787", "mp-168", "mp-344", "mp-21030", "mp-20983", "mp-871", "mp-2612", "mp-4993", "mp-1079541", "mp-25", "mp-5213", "mp-1458", "mp-1025519", "mp-208", "mp-20320", "mp-22811", "mp-22849", "mp-2670", "mp-697179", "mp-12406", "mp-22736", "mp-546011", "mp-10322", "mp-2567", "mp-5443", "mp-2752", "mp-622621", "mp-22491", "mp-22539", "mp-22398", "mp-3829", "mp-1042", "mp-22469", "mp-494", "mp-21048", "mp-1555", "mp-1683", "mp-18782", "mp-3762", "mp-5075", "mp-1078621", "mp-1890", "mp-22892", "mp-11871", "mp-2242", "mp-20485", "mp-3734", "mp-5190", "mp-10644", "mp-1412", "mp-1306", "mp-21342", "mp-2211", "mp-11428", "mp-1860", "mp-2102", "mp-189", "mp-21238", "mp-20315", "mp-1078497", "mp-1598", "mp-23807", "mp-10229", "mp-4608", "mp-1079249", "mp-4899", "mp-700", "mp-24040", "mp-743", "mp-1231", "mp-2738", "mp-31205", "mp-21393", "mp-5025", "mp-1078873", "mp-1431", "mp-510280", "mp-796", "mp-259", "mp-10824", "mp-560338", "mp-9429", "mp-1099", "mp-801", "mp-8357", "mp-1483", "mp-959", "mp-1078526", "mp-1326", "mp-389", "mp-3213", "mp-3469", "mp-510557", "mp-767", "mp-3497", "mp-20370", "mp-12957", "mp-567341", "mp-1180065", "mp-23223", "mp-5621", "mp-611", "mp-9810", "mp-16514", "mp-6498", "mp-20713", "mp-2231", "mp-691", "mp-1079395", "mp-19370", "mp-7577", "mp-3785", "mp-5493", "mp-601371", "mp-19832", "mp-236", "mp-7237", "mp-1079649", "mp-20271", "mp-23221", "mp-4840", "mp-5901", "mp-2663", "mp-975655", "mp-1078679", "mp-870", "mp-2006", "mp-3421", "mp-4043", "mp-5488", "mp-20787", "mp-23846", "mp-20004", "mp-4978", "mp-16566", "mp-19821", "mp-1798", "mp-21077", "mp-1182", "mp-1364", "mp-1079055", "mp-1572", "mp-23275", "mp-2053", "mp-22791", "mp-4763", "mp-19724", "mp-3982", "mp-4979", "mp-567314", "mp-715566", "mp-720", "mp-11769", "mp-148", "mp-19835", "mp-3541", "mp-5782", "mp-1128", "mp-1786", "mp-3839", "mp-20878", "mp-30619", "mp-3827", "mp-736", "mp-2420", "mp-30855", "mp-2341", "mp-5702", "mp-1078452", "mp-1179840", "mp-21167", "mp-21499", "mp-11538", "mp-22177", "mp-697068", "mp-23047", "mp-5723", "mp-11351", "mp-1079553", "mp-3950", "mp-1078182", "mp-1078543", "mp-19811", "mp-1080496", "mp-1079551", "mp-1743", "mp-1078880", "mp-601823", "mp-1101090", "mp-23499", "mp-3053", "mp-23405", "mp-14193", "mp-4829", "mp-1849", "mp-1079800", "mp-23804", "mp-1079023", "mp-1079129", "mp-1079254", "mp-608555", "mp-274", "mp-22975", "mp-31427", "mp-23039", "mp-551848", "mp-1078586", "mp-23099", "mp-1222", "mp-19718", "mp-1079949", "mp-1078430", "mp-24853", "mp-6930", "mp-20989", "mp-21387", "mp-22972", "mp-20946", "mp-558111", "mp-21038", "mp-21494", "mp-19782", "mp-20926", "mp-21887", "mp-19101", "mp-3015", "mp-30328", "mp-350", "mp-12374", "mp-3630", "mp-30375", "mp-643002", "mp-5015", "mp-4508", "mp-21492", "mp-21158", "mp-23853", "mp-23059", "mp-7558", "mp-18756", "mp-22172", "mp-4299", "mp-1079239", "mp-22696", "mp-21320", "mp-2478", "mp-552623", "mp-4989", "mp-6922", "mp-7297", "mp-1079696", "mp-2990", "mp-423", "mp-640922", "mp-10711", "mp-1079367", "mp-20058", "mp-567856", "mp-248", "mp-20727", "mp-23067", "mp-19060", "mp-363", "mp-6915", "mp-7000", "mp-19181", "mp-733", "mp-2909", "mp-551437", "mp-8938", "mp-15683", "mp-3197", "mp-550320", "mp-778", "mp-23546", "mp-223", "mp-30536", "mp-4720", "mp-18850", "mp-1078592", "mp-505589", "mp-1079069", "mp-553342", "mp-517", "mp-541275", "mp-19332", "mp-13095", "mp-7498", "mp-23513", "mp-3970", "mp-22718", "mp-3042", "mp-1079086", "mp-632759", "mp-19325", "mp-20665", "mp-543024", "mp-4555", "mp-1079896", "mp-555", "mp-22947", "mp-19246", "mp-3771", "mp-5765", "mp-19227", "mp-22230", "mp-6459", "mp-3205", "mp-19156", "mp-5076", "mp-2920", "mp-3129", "mp-1078250", "mp-22977", "mp-560861", "mp-22950", "mp-3896", "mp-2958", "mp-639876", "mp-18995", "mp-4001", "mp-23161", "mp-7819", "mp-1078367", "mp-1078860", "mp-6613", "mp-3316", "mp-541899", "mp-22813", "mp-2826", "mp-21434", "mp-23438", "mp-19127", "mp-558078", "mp-1078258", "mp-21900", "mp-5924", "mp-13641", "mp-561922", "mp-1079331", "mp-1627", "mp-5348", "mp-1078871", "mp-5304", "mp-613", "mp-886", "mp-1243", "mp-8218", "mp-1078734", "mp-2998", "mp-1078197", "mp-18845", "mp-574122", "mp-1078634", "mp-2105", "mp-3451", "mp-4531", "mp-23054", "mp-1167", "mp-13415", "mp-458", "mp-1080173", "mp-8613", "mp-18764", "mp-6586", "mp-5131", "mp-4651", "mp-20196", "mp-3047", "mp-31756", "mp-542734", "mp-5899", "mp-19770", "mp-8695", "mp-1079839", "mp-5566", "mp-19258", "mp-6065", "mp-1079901", "mp-20798", "mp-22438", "mp-23215", "mp-6430", "mp-19168", "mp-3408", "mp-3759", "mp-1078361", "mp-23026", "mp-540609", "mp-1079630", "mp-19403", "mp-2928", "mp-541449", "mp-3721", "mp-2128", "mp-21344", "mp-1078551", "mp-3779", "mp-20662", "mp-19245", "mp-6692", "mp-5096", "mp-19389", "mp-504900", "mp-5327", "mp-6560", "mp-1078829", "mp-6739", "mp-1482", "mp-4391", "mp-4900", "mp-676040", "mp-3342", "mp-6114", "mp-22758", "mp-3953", "mp-2832", "mp-510294", "mp-19399", "mp-22323", "mp-2091", "mp-2939", "mp-384", "mp-3618", "mp-23160", "mp-20629", "mp-1078237", "mp-19376", "mp-655360", "mp-6609", "mp-30846", "mp-1078904", "mp-29658", "mp-561067", "mp-13008", "mp-4243", "mp-6782", "mp-19119", "mp-20794", "mp-23684", "mp-22112", "mp-18969", "mp-548615", "mp-18965", "mp-20683", "mp-569054", "mp-6304", "mp-22942", "mp-19400", "mp-20716", "mp-23349", "mp-19424", "mp-553281", "mp-18814", "mp-19182", "mp-550081", "mp-23092", "mp-23120", "mp-1143", "mp-6384", "mp-7783", "mp-6122", "mp-20908", "mp-4385", "mp-6492", "mp-19157", "mp-23235", "mp-754329", "mp-1301", "mp-19085", "mp-19339", "mp-552588", "mp-504723", "mp-1340", "mp-5328", "mp-3682", "mp-314", "mp-19448", "mp-542910", "mp-23104", "mp-13005", "mp-9238", "mp-4187", "mp-362", "mp-1078233", "mp-23501", "mp-1047", "mp-22966", "mp-6037", "mp-23022", "mp-25053", "mp-1078244", "mp-22667", "mp-554410", "mp-7073", "mp-18805", "mp-1078868", "mp-19051", "mp-1078473", "mp-18940", "mp-5864", "mp-6798", "mp-7986", "mp-3336", "mp-4227", "mp-6428", "mp-846", "mp-540783", "mp-560374", "mp-1078340", "mp-21101", "mp-4096", "mp-5735", "mp-3466", "mp-3382", "mp-1078331", "mp-23484", "mp-1078595", "mp-12525", "mp-23091", "mp-20836", "mp-18857", "mp-19417", "mp-19420", "mp-1078924", "mp-18937", "mp-22955", "mp-3442", "mp-484", "mp-22891", "mp-18986", "mp-21346", "mp-1078336", "mp-1078278", "mp-4497", "mp-542776", "mp-539", "mp-3387", "mp-6135", "mp-1079007", "mp-16756", "mp-2378", "mp-557772", "mp-13427", "mp-4482", "mp-715514", "mp-10152", "mp-23482", "mp-636264", "mp-19082", "mp-20689", "mp-3666", "mp-1078668", "mp-4675", "mp-6504", "mp-18977", "mp-18732", "mp-1079708", "mp-1407", "mp-567621", "mp-3852", "mp-505292", "mp-1095622", "mp-5454", "mp-1101800", "mp-1101786", "mp-698", "mp-3179", "mp-3354", "mp-613839", "mp-7064", "mp-3471", "mp-308", "mp-4300", "mp-6628", "mp-1095215", "mp-568519", "mp-1101777", "mp-975640", "mp-23709", "mp-23085", "mp-20844", "mp-1095537", "mp-6494", "mp-5280", "mp-5798", "mp-571223", "mp-22039", "mp-5594", "mp-18924", "mp-1095591", "mp-1101850", "mp-1102674", "mp-2760", "mp-640597", "mp-3683", "mp-542824", "mp-9258", "mp-19276", "mp-22024", "mp-23450", "mp-8039", "mp-11499", "mp-741", "mp-1935", "mp-2225", "mp-21401", "mp-4627", "mp-22162", "mp-10074", "mp-1095443", "mp-20495", "mp-568936", "mp-21144", "mp-12657", "mp-1746", "mp-19323", "mp-19827", "mp-1677", "mp-19121", "mp-18825", "mp-3998", "mp-1320", "mp-1851", "mp-19841", "mp-22222", "mp-1102561", "mp-4104", "mp-488", "mp-1095682", "mp-4718", "mp-18960", "mp-20022", "mp-541754", "mp-977588", "mp-1095234", "mp-19372", "mp-21286", "mp-4634", "mp-19809", "mp-23711", "mp-4820", "mp-504", "mp-569480", "mp-19070", "mp-561511", "mp-23704", "mp-20541", "mp-22410", "mp-1095675", "mp-1637", "mp-21893", "mp-567339", "mp-569624", "mp-18918", "mp-569424", "mp-1095646", "mp-570963", "mp-5813", "mp-21153", "mp-23044", "mp-1068", "mp-11764", "mp-1095561", "mp-1182869", "mp-1102025", "mp-570430", "mp-1095562", "mp-22041", "mp-1168", "mp-22693", "mp-19326", "mp-20949", "mp-23715", "mp-37722", "mp-3054", "mp-568186", "mp-19247", "mp-2070", "mp-605", "mp-19387", "mp-3881", "mp-21310", "mp-3204", "mp-5061", "mp-569783", "mp-6660", "mp-10463", "mp-20133", "mp-20184", "mp-2310", "mp-5461", "mp-956096", "mp-542096", "mp-541404", "mp-730", "mp-21073", "mp-23081", "mp-13268", "mp-19163", "mp-402", "mp-2142", "mp-4169", "mp-22169", "mp-1863", "mp-20593", "mp-19295", "mp-430", "mp-30156", "mp-369", "mp-4165", "mp-5012", "mp-510409", "mp-1095567", "mp-554278", "mp-5868", "mp-23005", "mp-23065", "mp-553932", "mp-1095689", "mp-2034", "mp-12613", "mp-1922", "mp-540703", "mp-15953", "mp-20671", "mp-983", "mp-1102139", "mp-1565", "mp-1095568", "mp-21119", "mp-23045", "mp-570684", "mp-22035", "mp-1592", "mp-5132", "mp-1439", "mp-505282", "mp-542724", "mp-20077", "mp-20284", "mp-30638", "mp-5839", "mp-1095261", "mp-1102824", "mp-2997", "mp-22443", "mp-19076", "mp-20007", "mp-21446", "mp-2451", "mp-4340", "mp-2572", "mp-5632", "mp-2432", "mp-22228", "mp-18784", "mp-19240", "mp-5884", "mp-20490", "mp-2682", "mp-5659", "mp-22426", "mp-1848", "mp-27281", "mp-1102143", "mp-2772", "mp-12748", "mp-2513", "mp-20733", "mp-22974", "mp-569334", "mp-6879", "mp-8909", "mp-160", "mp-18812", "mp-1589", "mp-19126", "mp-23506", "mp-5259", "mp-1146", "mp-562", "mp-137", "mp-2214", "mp-18993", "mp-562610", "mp-12109", "mp-5836", "mp-8926", "mp-1101851", "mp-1102445", "mp-23224", "mp-5489", "mp-5767", "mp-18799", "mp-2030", "mp-1102281", "mp-18734", "mp-19967", "mp-21321", "mp-3070", "mp-19421", "mp-557", "mp-1095229", "mp-2512", "mp-23018", "mp-3700", "mp-21378", "mp-4406", "mp-3228", "mp-226", "mp-23176", "mp-23562", "mp-3751", "mp-1356", "mp-543045", "mp-4179", "mp-23724", "mp-1095615", "mp-6259", "mp-19214", "mp-22971", "mp-10948", "mp-1659", "mp-1819", "mp-738", "mp-12978", "mp-19418", "mp-22864", "mp-30558", "mp-510152", "mp-20868", "mp-1003", "mp-568945", "mp-181", "mp-2511", "mp-510536", "mp-2764", "mp-4609", "mp-557569", "mp-22670", "mp-3045", "mp-30607", "mp-4875", "mp-22565", "mp-2282", "mp-9905", "mp-11855", "mp-20905", "mp-21044", "mp-639", "mp-1102210", "mp-22554", "mp-5724", "mp-697", "mp-13504", "mp-5377", "mp-555321", "mp-18749", "mp-18835", "mp-2715", "mp-570872", "mp-610517", "mp-6945", "mp-2280", "mp-3901", "mp-609", "mp-1102227", "mp-4200", "mp-22215", "mp-569979", "mp-973217", "mp-7087", "mp-1078", "mp-18834", "mp-4757", "mp-1523", "mp-23051", "mp-569501", "mp-1103503", "mp-2481", "mp-20655", "mp-23714", "mp-496", "mp-7595", "mp-1014", "mp-30618", "mp-23713", "mp-1046", "mp-38725", "mp-5503", "mp-570466", "mp-3602", "mp-570786", "mp-697085", "mp-755", "mp-1095454", "mp-8307", "mp-11610", "mp-20817", "mp-20901", "mp-21065", "mp-963", "mp-1095473", "mp-21306", "mp-2517", "mp-569220", "mp-19360", "mp-29647", "mp-12659", "mp-19048", "mp-571334", "mp-23217", "mp-2739", "mp-383", "mp-541582", "mp-3349", "mp-352", "mp-19169", "mp-22755", "mp-4353", "mp-4533", "mp-18820", "mp-20465", "mp-22695", "mp-19124", "mp-1552", "mp-7631", "mp-1102507", "mp-15954", "mp-1247", "mp-30634", "mp-558798", "mp-1095461", "mp-20633", "mp-5473", "mp-556639", "mp-1095595", "mp-22968", "mp-23041", "mp-1102963", "mp-22645", "mp-3521", "mp-7648", "mp-2284", "mp-19426", "mp-20066", "mp-30602", "mp-501", "mp-542812", "mp-610687", "mp-12895", "mp-19330", "mp-21154", "mp-23105", "mp-15649", "mp-20648", "mp-4368", "mp-1101926", "mp-18754", "mp-8666", "mp-9946", "mp-1103912", "mp-22617", "mp-1051", "mp-13682", "mp-2042", "mp-31100", "mp-20834", "mp-303", "mp-622620", "mp-20249", "mp-20815", "mp-555891", "mp-18875", "mp-7469", "mp-22309", "mp-30577", "mp-754", "mp-20172", "mp-22164", "mp-571581", "mp-3679", "mp-568077", "mp-1689", "mp-14568", "mp-1095432", "mp-21155", "mp-2858", "mp-4051", "mp-411", "mp-4156", "mp-22204", "mp-571232", "mp-2940", "mp-19714", "mp-1949", "mp-3444", "mp-3689", "mp-568901", "mp-23918", "mp-1101792", "mp-19133", "mp-20114", "mp-2454", "mp-1102209", "mp-1106", "mp-1124", "mp-1102249", "mp-1095618", "mp-1095420", "mp-1118", "mp-20043", "mp-2910", "mp-1919", "mp-22773", "mp-1869", "mp-569196", "mp-1102993", "mp-3747", "mp-20886", "mp-3830", "mp-2039", "mp-3248", "mp-1455", "mp-19905", "mp-3074", "mp-3555", "mp-18988", "mp-20380", "mp-2418", "mp-566", "mp-1095643", "mp-19132", "mp-21495", "mp-2588", "mp-1095505", "mp-1101970", "mp-19335", "mp-4006", "mp-21490", "mp-22796", "mp-927", "mp-10155", "mp-1547", "mp-18861", "mp-22855", "mp-8603", "mp-864603", "mp-7470", "mp-5908", "mp-7911", "mp-23291", "mp-22816", "mp-23794", "mp-2584", "mp-850049", "mp-10456", "mp-18876", "mp-21371", "mp-1397", "mp-17023", "mp-2096", "mp-3203", "mp-556850", "mp-570960", "mp-12678", "mp-18956", "mp-19272", "mp-20226", "mp-22646", "mp-19407", "mp-2604", "mp-4035", "mp-5784", "mp-1095434", "mp-1095446", "mp-20630", "mp-1590", "mp-22508", "mp-5641", "mp-20003", "mp-18723", "mp-1475", "mp-4298", "mp-22385", "mp-16487", "mp-18913", "mp-3861", "mp-569594", "mp-4474", "mp-19739", "mp-7250", "mp-2885", "mp-5544", "mp-4606", "mp-7817", "mp-31179", "mp-22319", "mp-8688", "mp-1473", "mp-22260", "mp-1084", "mp-559694", "mp-550", "mp-21451", "mp-4703", "mp-20674", "mp-19936", "mp-21504", "mp-22130", "mp-20673", "mp-4093", "mp-3487", "mp-3663", "mp-1104289", "mp-6278", "mp-20936", "mp-16486", "mp-5091", "mp-571438", "mp-4656", "mp-19365", "mp-3633", "mp-8793", "mp-3857", "mp-981356", "mp-1103888", "mp-19903", "mp-4632", "mp-3701", "mp-3546", "mp-3400", "mp-5584", "mp-22286", "mp-6309", "mp-20668", "mp-20780", "mp-3453", "mp-1103812", "mp-19725", "mp-18881", "mp-20704", "mp-22267", "mp-19887", "mp-19813", "mp-2794", "mp-4324", "mp-20831", "mp-1103685", "mp-567822", "mp-1103891", "mp-19410", "mp-23283", "mp-5670", "mp-1103568", "mp-1722", "mp-476", "mp-1484", "mp-4362", "mp-5625", "mp-20143", "mp-2075", "mp-711", "mp-1103583", "mp-28395", "mp-10390", "mp-569404", "mp-18900", "mp-1103697", "mp-20405", "mp-23980", "mp-22658", "mp-4249", "mp-1480", "mp-13852", "mp-2131", "mp-1711", "mp-15614", "mp-5141", "mp-787", "mp-22061", "mp-3407", "mp-1050", "mp-1103603", "mp-3930", "mp-3951", "mp-558096", "mp-567", "mp-173", "mp-19975", "mp-849071", "mp-18879", "mp-19306", "mp-23310", "mp-542709", "mp-6179", "mp-367", "mp-4284", "mp-1104100", "mp-22605", "mp-799", "mp-18779", "mp-22584", "mp-18766", "mp-3770", "mp-1104131", "mp-18800", "mp-505421", "mp-6800", "mp-8272", "mp-4515", "mp-1104663", "mp-19230", "mp-22684", "mp-4194", "mp-19313", "mp-22803", "mp-542187", "mp-2908", "mp-4770", "mp-754670", "mp-25279", "mp-5602", "mp-22422", "mp-1104641", "mp-943", "mp-36480", "mp-8117", "mp-15973", "mp-2959", "mp-3925", "mp-1346", "mp-18803", "mp-28226", "mp-392", "mp-382", "mp-879", "mp-988", "mp-19394", "mp-5639", "mp-20152", "mp-4530", "mp-10754", "mp-624", "mp-632686", "mp-1347", "mp-636821", "mp-3463", "mp-2164", "mp-21112", "mp-20499", "mp-5145", "mp-2898", "mp-1675", "mp-644739", "mp-850016", "mp-18759", "mp-5966", "mp-21021", "mp-5178", "mp-1449", "mp-20168", "mp-690733", "mp-21019", "mp-3501", "mp-18852", "mp-20680", "mp-21515", "mp-1104149", "mp-23252", "mp-1223", "mp-1103872", "mp-18731", "mp-491", "mp-4842", "mp-23169", "mp-561", "mp-22625", "mp-3828", "mp-606", "mp-1103684", "mp-19803", "mp-1103850", "mp-567653", "mp-21108", "mp-3904", "mp-555156", "mp-20520", "mp-22427", "mp-23611", "mp-20328", "mp-23495", "mp-1707", "mp-23483", "mp-3880", "mp-20247", "mp-6514", "mp-3807", "mp-5794", "mp-18816", "mp-1382", "mp-510568", "mp-541014", "mp-19202", "mp-18737", "mp-1103846", "mp-19303", "mp-3143", "mp-3708", "mp-1104838", "mp-1295", "mp-2656", "mp-4431", "mp-4697", "mp-23187", "mp-2204", "mp-19318", "mp-561682", "mp-4578", "mp-3411", "mp-18748", "mp-1927", "mp-15743", "mp-23196", "mp-1103973", "mp-559200", "mp-21299", "mp-20462", "mp-1104008", "mp-1104418", "mp-1985", "mp-18751", "mp-1104518", "mp-22999", "mp-1104479", "mp-30084", "mp-18741", "mp-23123", "mp-542844", "mp-1104242", "mp-3536", "mp-607225", "mp-510076", "mp-2038", "mp-4338", "mp-1081", "mp-4941", "mp-15974", "mp-23535", "mp-19344", "mp-23418", "mp-19107", "mp-505131", "mp-722", "mp-1103738", "mp-6583", "mp-4527", "mp-8530", "mp-647924", "mp-6325", "mp-6691", "mp-1104431", "mp-3627", "mp-6779", "mp-1103974", "mp-3043", "mp-643084", "mp-20511", "mp-2945", "mp-978640", "mp-6790", "mp-1104377", "mp-558573", "mp-1745", "mp-1103642", "mp-19239", "mp-541187", "mp-3835", "mp-6885", "mp-18738", "mp-306", "mp-22721", "mp-576", "mp-6205", "mp-5773", "mp-20509", "mp-696746", "mp-5336", "mp-555066", "mp-2296", "mp-1188218", "mp-17124", "mp-30842", "mp-23520", "mp-19884", "mp-10126", "mp-11792", "mp-568324", "mp-630923", "mp-542642", "mp-23273", "mp-3606", "mp-510493", "mp-21013", "mp-2979", "mp-510623", "mp-4386", "mp-652608", "mp-18762", "mp-6013", "mp-20847", "mp-21104", "mp-23939", "mp-1105911", "mp-21060", "mp-697084", "mp-20285", "mp-23315", "mp-3803", "mp-18773", "mp-2081", "mp-22146", "mp-580192", "mp-20741", "mp-2236", "mp-30987", "mp-15617", "mp-2395", "mp-795", "mp-5854", "mp-30623", "mp-980757", "mp-1188639", "mp-28015", "mp-1147", "mp-4308", "mp-569776", "mp-27488", "mp-23180", "mp-3777", "mp-20054", "mp-510503", "mp-696752", "mp-3991", "mp-983327", "mp-1105134", "mp-19013", "mp-23206", "mp-5081", "mp-681992", "mp-12023", "mp-1357", "mp-23488", "mp-510528", "mp-625152", "mp-3103", "mp-6402", "mp-20559", "mp-18968", "mp-23702", "mp-542817", "mp-174", "mp-640095", "mp-568151", "mp-7506", "mp-614311", "mp-617291", "mp-570816", "mp-746", "mp-1267", "mp-23959", "mp-3019", "mp-3802", "mp-29145", "mp-568115", "mp-17190", "mp-206", "mp-13236", "mp-1755", "mp-23395", "mp-21459", "mp-639863", "mp-637308", "mp-1726", "mp-3922", "mp-554120", "mp-5282", "mp-779689", "mp-20474", "mp-2626", "mp-542846", "mp-11791", "mp-5756", "mp-23541", "mp-1105173", "mp-20948", "mp-630976", "mp-567735", "mp-1106011", "mp-243", "mp-35082", "mp-22236", "mp-613989", "mp-10961", "mp-1105527", "mp-1501", "mp-19033", "mp-20589", "mp-2649", "mp-31167", "mp-4044", "mp-542342", "mp-1104843", "mp-23446", "mp-3934", "mp-11793", "mp-554678", "mp-605437", "mp-23539", "mp-6511", "mp-2402", "mp-562100", "mp-20819", "mp-640381", "mp-1884", "mp-20740", "mp-4534", "mp-616492", "mp-7806", "mp-3315", "mp-568376", "mp-1188469", "mp-1796", "mp-23317", "mp-1105559", "mp-6633", "mp-510471", "mp-28420", "mp-23504", "mp-1105598", "mp-622345", "mp-2681", "mp-2408", "mp-18830", "mp-20287", "mp-23507", "mp-4841", "mp-17751", "mp-16724", "mp-570175", "mp-13686", "mp-5942", "mp-570287", "mp-3739", "mp-7798", "mp-3707", "mp-1317", "mp-11595", "mp-19003", "mp-570483", "mp-2610", "mp-1189286", "mp-1111", "mp-23850", "mp-2811", "mp-11790", "mp-17230", "mp-22601", "mp-2538", "mp-1409", "mp-16684", "mp-570847", "mp-4984", "mp-9913", "mp-1188370", "mp-1105932", "mp-11347", "mp-19219", "mp-23534", "mp-2361", "mp-23778", "mp-433", "mp-11368", "mp-6809", "mp-510494", "mp-19111", "mp-505821", "mp-541067", "mp-1739", "mp-1105762", "mp-17332", "mp-16842", "mp-17728", "mp-1105595", "mp-3352", "mp-559826", "mp-560611", "mp-6050", "mp-1989", "mp-567412", "mp-2786", "mp-5766", "mp-1105552", "mp-943492", "mp-567996", "mp-23264", "mp-1332", "mp-3427", "mp-6391", "mp-18889", "mp-540915", "mp-558491", "mp-21497", "mp-1189484", "mp-1944", "mp-1106032", "mp-568671", "mp-1806", "mp-5737", "mp-12843", "mp-623836", "mp-2108", "mp-3677", "mp-634326", "mp-30668", "mp-753", "mp-3635", "mp-556754", "mp-643727", "mp-1105968", "mp-2058", "mp-22982", "mp-20310", "mp-570293", "mp-10495", "mp-1189497", "mp-636368", "mp-21880", "mp-23417", "mp-713", "mp-20373", "mp-29652", "mp-1106248", "mp-1237229", "mp-20250", "mp-23667", "mp-11908", "mp-2836", "mp-6449", "mp-1321", "mp-30841", "mp-449", "mp-3345", "mp-4468", "mp-569981", "mp-1105646", "mp-18708", "mp-540912", "mp-11854", "mp-616476", "mp-1188121", "mp-1460", "mp-20517", "mp-23288", "mp-1464", "mp-510522", "mp-6884", "mp-19879", "mp-7372", "mp-2848", "mp-1105387", "mp-20331", "mp-1239", "mp-4198", "mp-22373", "mp-23642", "mp-452", "mp-5408", "mp-977414", "mp-1105737", "mp-634117", "mp-10203", "mp-1106100", "mp-1793", "mp-607111", "mp-2044", "mp-24565", "mp-16230", "mp-22337", "mp-21012", "mp-23179", "mp-1536"] diff --git a/build/lib/crystal_toolkit/renderables/molecule.py b/build/lib/crystal_toolkit/renderables/molecule.py index f40ca69d..9caa52f1 100644 --- a/build/lib/crystal_toolkit/renderables/molecule.py +++ b/build/lib/crystal_toolkit/renderables/molecule.py @@ -26,7 +26,10 @@ def get_scene_from_molecule(self, origin=None, legend: Optional[Legend] = None): primitives = defaultdict(list) for idx, site in enumerate(self): - site_scene = site.get_scene(origin=origin, legend=legend,) + site_scene = site.get_scene( + origin=origin, + legend=legend, + ) for scene in site_scene.contents: primitives[scene.name] += scene.contents diff --git a/build/lib/crystal_toolkit/renderables/moleculegraph.py b/build/lib/crystal_toolkit/renderables/moleculegraph.py index 340bf482..0b543557 100644 --- a/build/lib/crystal_toolkit/renderables/moleculegraph.py +++ b/build/lib/crystal_toolkit/renderables/moleculegraph.py @@ -1,7 +1,5 @@ from collections import defaultdict -from itertools import combinations -import numpy as np from pymatgen.analysis.graphs import MoleculeGraph from crystal_toolkit.core.scene import Scene diff --git a/build/lib/crystal_toolkit/renderables/site.py b/build/lib/crystal_toolkit/renderables/site.py index 98ad153e..9bf35b3a 100644 --- a/build/lib/crystal_toolkit/renderables/site.py +++ b/build/lib/crystal_toolkit/renderables/site.py @@ -85,7 +85,7 @@ def get_site_scene( name = str(sp) if occu != 1.0: - name += " ({}% occupancy)".format(occu) + name += f" ({occu}% occupancy)" name += f" ({position[0]:.3f}, {position[1]:.3f}, {position[2]:.3f})" sphere = Spheres( @@ -186,7 +186,7 @@ def get_site_scene( # .vertex_neighbor_vertices = [1, 2, 3, 2, 3, 0, 1, 3, 0, 1, 2, 0] vertices_indices = Delaunay(all_positions).convex_hull - except Exception as e: + except Exception: vertices_indices = [] vertices = [ diff --git a/build/lib/crystal_toolkit/renderables/structure.py b/build/lib/crystal_toolkit/renderables/structure.py index d2b9da46..ab05f758 100644 --- a/build/lib/crystal_toolkit/renderables/structure.py +++ b/build/lib/crystal_toolkit/renderables/structure.py @@ -83,7 +83,9 @@ def get_structure_scene( primitives = defaultdict(list) - sites_to_draw = self._get_sites_to_draw(draw_image_atoms=draw_image_atoms,) + sites_to_draw = self._get_sites_to_draw( + draw_image_atoms=draw_image_atoms, + ) for (idx, jimage) in sites_to_draw: @@ -96,7 +98,9 @@ def get_structure_scene( properties=site.properties, ) - site_scene = site.get_scene(legend=legend,) + site_scene = site.get_scene( + legend=legend, + ) for scene in site_scene.contents: primitives[scene.name] += scene.contents diff --git a/build/lib/crystal_toolkit/renderables/structuregraph.py b/build/lib/crystal_toolkit/renderables/structuregraph.py index f53d0c9d..d970ed49 100644 --- a/build/lib/crystal_toolkit/renderables/structuregraph.py +++ b/build/lib/crystal_toolkit/renderables/structuregraph.py @@ -4,7 +4,7 @@ import numpy as np from pymatgen.core.sites import PeriodicSite from pymatgen.analysis.graphs import StructureGraph -from pymatgen.symmetry.analyzer import SpacegroupAnalyzer, SymmetrizedStructure +from pymatgen.symmetry.analyzer import SpacegroupAnalyzer from crystal_toolkit.core.scene import Scene from crystal_toolkit.core.legend import Legend diff --git a/build/lib/crystal_toolkit/renderables/volumetric.py b/build/lib/crystal_toolkit/renderables/volumetric.py index 1ce913d0..3f9246f3 100644 --- a/build/lib/crystal_toolkit/renderables/volumetric.py +++ b/build/lib/crystal_toolkit/renderables/volumetric.py @@ -4,7 +4,7 @@ from crystal_toolkit.core.scene import Scene, Surface -_ANGS2_TO_BOHR3 = 1.88973 ** 3 +_ANGS2_TO_BOHR3 = 1.88973**3 def get_isosurface_scene( diff --git a/build/lib/crystal_toolkit/settings.py b/build/lib/crystal_toolkit/settings.py index 89fd5507..ba309333 100644 --- a/build/lib/crystal_toolkit/settings.py +++ b/build/lib/crystal_toolkit/settings.py @@ -7,7 +7,7 @@ try: from typing import Literal except ImportError: - from typing_extensions import Literal + from typing import Literal class Settings(BaseSettings): diff --git a/crystal_toolkit.egg-info/PKG-INFO b/crystal_toolkit.egg-info/PKG-INFO index 86f916c4..737758ff 100644 --- a/crystal_toolkit.egg-info/PKG-INFO +++ b/crystal_toolkit.egg-info/PKG-INFO @@ -16,4 +16,3 @@ Provides-Extra: vtk License-File: LICENSE UNKNOWN - diff --git a/crystal_toolkit.egg-info/SOURCES.txt b/crystal_toolkit.egg-info/SOURCES.txt index c713180f..a896538b 100644 --- a/crystal_toolkit.egg-info/SOURCES.txt +++ b/crystal_toolkit.egg-info/SOURCES.txt @@ -488,4 +488,4 @@ tests/asy_test/multi/Makefile tests/asy_test/single/GaN.asy tests/asy_test/single/Makefile tests/test_files/chgcar.vasp -tests/test_pythreejs/pythreejs_test.ipynb \ No newline at end of file +tests/test_pythreejs/pythreejs_test.ipynb diff --git a/crystal_toolkit.egg-info/dependency_links.txt b/crystal_toolkit.egg-info/dependency_links.txt index 8b137891..e69de29b 100644 --- a/crystal_toolkit.egg-info/dependency_links.txt +++ b/crystal_toolkit.egg-info/dependency_links.txt @@ -1 +0,0 @@ - diff --git a/crystal_toolkit/renderables/migration_graph.py b/crystal_toolkit/renderables/migration_graph.py index 9e3706b1..e7519b06 100644 --- a/crystal_toolkit/renderables/migration_graph.py +++ b/crystal_toolkit/renderables/migration_graph.py @@ -1 +1 @@ -# initiation of file for [WIP] PR \ No newline at end of file +# initiation of file for [WIP] PR From 4798d7b96a91d9eb8de1aea7e49374d852c57028 Mon Sep 17 00:00:00 2001 From: hmlli Date: Thu, 1 Sep 2022 11:03:52 -0700 Subject: [PATCH 04/17] Auto stash before merge of "MGComponent" and "hmlli/MGComponent" --- crystal_toolkit/renderables/migration_graph.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/crystal_toolkit/renderables/migration_graph.py b/crystal_toolkit/renderables/migration_graph.py index e7519b06..bd6745f7 100644 --- a/crystal_toolkit/renderables/migration_graph.py +++ b/crystal_toolkit/renderables/migration_graph.py @@ -1 +1,4 @@ +<<<<<<< Updated upstream # initiation of file for [WIP] PR +======= +>>>>>>> Stashed changes From 7e251c401c21a4c4264ae864170481792e33f7f8 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 1 Sep 2022 18:05:04 +0000 Subject: [PATCH 05/17] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- build/lib/crystal_toolkit/apps/main.py | 18 ++++++++++++++- .../components/bandstructure.py | 22 ++++++++++++++++++- .../components/phase_diagram.py | 1 - .../crystal_toolkit/components/pourbaix.py | 6 +---- .../lib/crystal_toolkit/components/search.py | 10 ++++++++- .../crystal_toolkit/components/submit_snl.py | 10 ++++++++- .../transformations/substitution.py | 3 --- .../lib/crystal_toolkit/components/upload.py | 7 +++++- build/lib/crystal_toolkit/components/xas.py | 1 - build/lib/crystal_toolkit/core/mpcomponent.py | 8 +++---- 10 files changed, 66 insertions(+), 20 deletions(-) diff --git a/build/lib/crystal_toolkit/apps/main.py b/build/lib/crystal_toolkit/apps/main.py index 6f5c3aac..842efc81 100644 --- a/build/lib/crystal_toolkit/apps/main.py +++ b/build/lib/crystal_toolkit/apps/main.py @@ -18,7 +18,23 @@ import crystal_toolkit.components as ctc from crystal_toolkit import __file__ as module_path from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import Box, Column, Columns, Container, Footer, H3, Loading, MessageBody, MessageContainer, MessageHeader, Reveal, Section, dcc, html, warnings +from crystal_toolkit.helpers.layouts import ( + Box, + Column, + Columns, + Container, + Footer, + H3, + Loading, + MessageBody, + MessageContainer, + MessageHeader, + Reveal, + Section, + dcc, + html, + warnings, +) from crystal_toolkit.settings import SETTINGS # choose a default structure on load diff --git a/build/lib/crystal_toolkit/components/bandstructure.py b/build/lib/crystal_toolkit/components/bandstructure.py index ddd11619..2986b13e 100644 --- a/build/lib/crystal_toolkit/components/bandstructure.py +++ b/build/lib/crystal_toolkit/components/bandstructure.py @@ -20,7 +20,27 @@ from crystal_toolkit.core.scene import Scene, Lines, Spheres, Convex, Cylinders from crystal_toolkit.core.mpcomponent import MPComponent from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import Column, Columns, Label, Loading, MessageBody, MessageContainer, bandstructure_symm_line, bs, bsml, dcc, density_of_states, dos, dos_select, elements, get_bandstructure_traces, get_data_list, get_dos_traces, html, path_convention +from crystal_toolkit.helpers.layouts import ( + Column, + Columns, + Label, + Loading, + MessageBody, + MessageContainer, + bandstructure_symm_line, + bs, + bsml, + dcc, + density_of_states, + dos, + dos_select, + elements, + get_bandstructure_traces, + get_data_list, + get_dos_traces, + html, + path_convention, +) # Author: Jason Munro # Contact: jmunro@lbl.gov diff --git a/build/lib/crystal_toolkit/components/phase_diagram.py b/build/lib/crystal_toolkit/components/phase_diagram.py index 7271544f..c143670a 100644 --- a/build/lib/crystal_toolkit/components/phase_diagram.py +++ b/build/lib/crystal_toolkit/components/phase_diagram.py @@ -1,4 +1,3 @@ - import dash import dash_core_components as dcc import dash_html_components as html diff --git a/build/lib/crystal_toolkit/components/pourbaix.py b/build/lib/crystal_toolkit/components/pourbaix.py index 16ad7fab..a47007f1 100644 --- a/build/lib/crystal_toolkit/components/pourbaix.py +++ b/build/lib/crystal_toolkit/components/pourbaix.py @@ -585,11 +585,7 @@ def update_conc_dict(struct, *args): struct = self.from_data(struct) pbx_elts = sorted( - - str(elt) - for elt in struct.composition.keys() - if elt not in ELEMENTS_HO - + str(elt) for elt in struct.composition.keys() if elt not in ELEMENTS_HO ) conc_dict = { k: 10**arg for k, arg in zip(pbx_elts, args[: len(pbx_elts)]) diff --git a/build/lib/crystal_toolkit/components/search.py b/build/lib/crystal_toolkit/components/search.py index 53e61731..a4257677 100644 --- a/build/lib/crystal_toolkit/components/search.py +++ b/build/lib/crystal_toolkit/components/search.py @@ -14,7 +14,15 @@ from pymatgen.util.string import unicodeify_spacegroup from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import Button, Control, Field, Icon, MessageBody, MessageContainer, mpids +from crystal_toolkit.helpers.layouts import ( + Button, + Control, + Field, + Icon, + MessageBody, + MessageContainer, + mpids, +) from crystal_toolkit import __file__ as module_path import numpy as np diff --git a/build/lib/crystal_toolkit/components/submit_snl.py b/build/lib/crystal_toolkit/components/submit_snl.py index e881f860..54431cb3 100644 --- a/build/lib/crystal_toolkit/components/submit_snl.py +++ b/build/lib/crystal_toolkit/components/submit_snl.py @@ -9,7 +9,15 @@ from crystal_toolkit import __version__ as ct_version from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import Button, MessageBody, MessageContainer, MessageHeader, dcc, html, os +from crystal_toolkit.helpers.layouts import ( + Button, + MessageBody, + MessageContainer, + MessageHeader, + dcc, + html, + os, +) # ask Donny Winston MP_CLIENT_KEY = os.environ.get("MP_CLIENT_KEY") diff --git a/build/lib/crystal_toolkit/components/transformations/substitution.py b/build/lib/crystal_toolkit/components/transformations/substitution.py index 216b9a51..aed79bd6 100644 --- a/build/lib/crystal_toolkit/components/transformations/substitution.py +++ b/build/lib/crystal_toolkit/components/transformations/substitution.py @@ -1,11 +1,8 @@ - - from crystal_toolkit.components.transformations.core import TransformationComponent from pymatgen.transformations.standard_transformations import SubstitutionTransformation - class SubstitutionTransformationComponent(TransformationComponent): @property def title(self): diff --git a/build/lib/crystal_toolkit/components/upload.py b/build/lib/crystal_toolkit/components/upload.py index cccdd84b..f2d0e1fa 100644 --- a/build/lib/crystal_toolkit/components/upload.py +++ b/build/lib/crystal_toolkit/components/upload.py @@ -10,7 +10,12 @@ from pymatgen.io.vasp.outputs import Chgcar from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import Icon, MessageBody, MessageContainer, MessageHeader +from crystal_toolkit.helpers.layouts import ( + Icon, + MessageBody, + MessageContainer, + MessageHeader, +) class StructureMoleculeUploadComponent(MPComponent): diff --git a/build/lib/crystal_toolkit/components/xas.py b/build/lib/crystal_toolkit/components/xas.py index 61ceb217..33e074a4 100644 --- a/build/lib/crystal_toolkit/components/xas.py +++ b/build/lib/crystal_toolkit/components/xas.py @@ -1,4 +1,3 @@ - import dash_core_components as dcc import dash_html_components as html import plotly.graph_objs as go diff --git a/build/lib/crystal_toolkit/core/mpcomponent.py b/build/lib/crystal_toolkit/core/mpcomponent.py index ede36680..ccecb8d0 100644 --- a/build/lib/crystal_toolkit/core/mpcomponent.py +++ b/build/lib/crystal_toolkit/core/mpcomponent.py @@ -357,11 +357,9 @@ def all_ids(self) -> List[str]: :return: List of all ids generated by this component """ return list( - - component_id - for component_id in self._all_ids - if component_id not in self.all_stores - + component_id + for component_id in self._all_ids + if component_id not in self.all_stores ) def __repr__(self): From f4d43ba647ffb8b94cab57e4bdd39b13e6ef6465 Mon Sep 17 00:00:00 2001 From: hmlli Date: Thu, 1 Sep 2022 13:27:05 -0700 Subject: [PATCH 06/17] add get_scene func for mg --- .../renderables/migration_graph.py | 4 --- crystal_toolkit/renderables/migrationgraph.py | 31 +++++++++++++++++++ 2 files changed, 31 insertions(+), 4 deletions(-) delete mode 100644 crystal_toolkit/renderables/migration_graph.py create mode 100644 crystal_toolkit/renderables/migrationgraph.py diff --git a/crystal_toolkit/renderables/migration_graph.py b/crystal_toolkit/renderables/migration_graph.py deleted file mode 100644 index bd6745f7..00000000 --- a/crystal_toolkit/renderables/migration_graph.py +++ /dev/null @@ -1,4 +0,0 @@ -<<<<<<< Updated upstream -# initiation of file for [WIP] PR -======= ->>>>>>> Stashed changes diff --git a/crystal_toolkit/renderables/migrationgraph.py b/crystal_toolkit/renderables/migrationgraph.py new file mode 100644 index 00000000..8e3751e4 --- /dev/null +++ b/crystal_toolkit/renderables/migrationgraph.py @@ -0,0 +1,31 @@ +from turtle import pos +import numpy as np + +from pymatgen.analysis.diffusion.neb.full_path_mapper import MigrationGraph +from crystal_toolkit.core.scene import Scene, Cylinders + +def get_migrationgraph_scene( + self, +) -> Scene: + """ + Creates CTK object to display hops from a MigrationGraph object + Args: + mg: MigrationGraph object with hops to be visualized + + Returns: + CTK scene object to be rendered + """ + + result_scene = self.structure.get_scene() + hop_contents = [] + for one_hop in self.unique_hops.values(): + hop_cyl = Cylinders(positionPairs=[[list(one_hop["ipos_cart"]), list(one_hop["epos_cart"])]], radius=0.2, visible=True) + hop_contents.append(hop_cyl) + + result_scene.contents.append( + Scene(name="hops", origin=result_scene.contents[0].origin, contents=hop_contents) + ) + print(result_scene.contents[-1]) + return result_scene + +MigrationGraph.get_scene = get_migrationgraph_scene \ No newline at end of file From 31957e5bba9f84a076c943e65114acddaa50d3d5 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 1 Sep 2022 20:28:11 +0000 Subject: [PATCH 07/17] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- crystal_toolkit/renderables/migrationgraph.py | 19 +++++++++++++------ 1 file changed, 13 insertions(+), 6 deletions(-) diff --git a/crystal_toolkit/renderables/migrationgraph.py b/crystal_toolkit/renderables/migrationgraph.py index 8e3751e4..fee8985e 100644 --- a/crystal_toolkit/renderables/migrationgraph.py +++ b/crystal_toolkit/renderables/migrationgraph.py @@ -1,8 +1,8 @@ -from turtle import pos -import numpy as np from pymatgen.analysis.diffusion.neb.full_path_mapper import MigrationGraph -from crystal_toolkit.core.scene import Scene, Cylinders + +from crystal_toolkit.core.scene import Cylinders, Scene + def get_migrationgraph_scene( self, @@ -19,13 +19,20 @@ def get_migrationgraph_scene( result_scene = self.structure.get_scene() hop_contents = [] for one_hop in self.unique_hops.values(): - hop_cyl = Cylinders(positionPairs=[[list(one_hop["ipos_cart"]), list(one_hop["epos_cart"])]], radius=0.2, visible=True) + hop_cyl = Cylinders( + positionPairs=[[list(one_hop["ipos_cart"]), list(one_hop["epos_cart"])]], + radius=0.2, + visible=True, + ) hop_contents.append(hop_cyl) result_scene.contents.append( - Scene(name="hops", origin=result_scene.contents[0].origin, contents=hop_contents) + Scene( + name="hops", origin=result_scene.contents[0].origin, contents=hop_contents + ) ) print(result_scene.contents[-1]) return result_scene -MigrationGraph.get_scene = get_migrationgraph_scene \ No newline at end of file + +MigrationGraph.get_scene = get_migrationgraph_scene From a0bf3566edbe1f1c15f052249cdfc3e4a840334c Mon Sep 17 00:00:00 2001 From: hmlli Date: Thu, 1 Sep 2022 13:37:00 -0700 Subject: [PATCH 08/17] adjust radius --- crystal_toolkit/renderables/migrationgraph.py | 19 ++++++++++++------- 1 file changed, 12 insertions(+), 7 deletions(-) diff --git a/crystal_toolkit/renderables/migrationgraph.py b/crystal_toolkit/renderables/migrationgraph.py index 8e3751e4..7b94d387 100644 --- a/crystal_toolkit/renderables/migrationgraph.py +++ b/crystal_toolkit/renderables/migrationgraph.py @@ -1,8 +1,7 @@ -from turtle import pos -import numpy as np - from pymatgen.analysis.diffusion.neb.full_path_mapper import MigrationGraph -from crystal_toolkit.core.scene import Scene, Cylinders + +from crystal_toolkit.core.scene import Cylinders, Scene + def get_migrationgraph_scene( self, @@ -19,13 +18,19 @@ def get_migrationgraph_scene( result_scene = self.structure.get_scene() hop_contents = [] for one_hop in self.unique_hops.values(): - hop_cyl = Cylinders(positionPairs=[[list(one_hop["ipos_cart"]), list(one_hop["epos_cart"])]], radius=0.2, visible=True) + hop_cyl = Cylinders( + positionPairs=[[list(one_hop["ipos_cart"]), list(one_hop["epos_cart"])]], + radius=0.25, + ) hop_contents.append(hop_cyl) result_scene.contents.append( - Scene(name="hops", origin=result_scene.contents[0].origin, contents=hop_contents) + Scene( + name="hops", origin=result_scene.contents[0].origin, contents=hop_contents + ) ) print(result_scene.contents[-1]) return result_scene -MigrationGraph.get_scene = get_migrationgraph_scene \ No newline at end of file + +MigrationGraph.get_scene = get_migrationgraph_scene From e8fe350a49ed4ed7cb6ba6ad78d5cd55e1a63530 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 1 Sep 2022 22:36:40 +0000 Subject: [PATCH 09/17] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- crystal_toolkit/renderables/migrationgraph.py | 1 - 1 file changed, 1 deletion(-) diff --git a/crystal_toolkit/renderables/migrationgraph.py b/crystal_toolkit/renderables/migrationgraph.py index 6ddb6592..7ddf69ed 100644 --- a/crystal_toolkit/renderables/migrationgraph.py +++ b/crystal_toolkit/renderables/migrationgraph.py @@ -1,4 +1,3 @@ - import numpy as np from pymatgen.analysis.diffusion.neb.full_path_mapper import MigrationGraph From a5f3328687d3e553f7bab8dccefedf2e0e35cb59 Mon Sep 17 00:00:00 2001 From: hmlli Date: Thu, 1 Sep 2022 15:41:12 -0700 Subject: [PATCH 10/17] revert to whole structure + cleanup --- crystal_toolkit/renderables/migrationgraph.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/crystal_toolkit/renderables/migrationgraph.py b/crystal_toolkit/renderables/migrationgraph.py index 6ddb6592..0a40c054 100644 --- a/crystal_toolkit/renderables/migrationgraph.py +++ b/crystal_toolkit/renderables/migrationgraph.py @@ -1,4 +1,3 @@ - import numpy as np from pymatgen.analysis.diffusion.neb.full_path_mapper import MigrationGraph @@ -43,7 +42,7 @@ def get_migrationgraph_scene( CTK scene object to be rendered """ - result_scene = self.only_sites.get_scene() + result_scene = self.structure.get_scene() hop_contents = [] for k, one_hop in self.unique_hops.items(): @@ -56,11 +55,9 @@ def get_migrationgraph_scene( one_hop_contents.append(hop_cyl) if one_hop["to_jimage"] != (0, 0, 0): - print(k) extras_cross_boundary = _get_extras_cross_boundary(one_hop, self.only_sites) one_hop_contents.extend(extras_cross_boundary) - print(one_hop_contents) one_hop_scene = Scene(name=f"hop_{k}", contents=one_hop_contents) hop_contents.append(one_hop_scene) From 816b6e020c824ee75493fa31a7dcae1701906998 Mon Sep 17 00:00:00 2001 From: hmlli Date: Tue, 6 Sep 2022 11:49:52 -0700 Subject: [PATCH 11/17] adjust radius, visual --- crystal_toolkit/renderables/migrationgraph.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/crystal_toolkit/renderables/migrationgraph.py b/crystal_toolkit/renderables/migrationgraph.py index 0a40c054..67e8660a 100644 --- a/crystal_toolkit/renderables/migrationgraph.py +++ b/crystal_toolkit/renderables/migrationgraph.py @@ -4,7 +4,7 @@ from crystal_toolkit.core.scene import Cylinders, Scene -def _get_extras_cross_boundary(one_hop, only_wi_structure): +def _get_extras_cross_boundary(self, one_hop, only_wi_structure): extras = [] working_struct = only_wi_structure.copy() wi = working_struct[0].specie.name @@ -14,7 +14,8 @@ def _get_extras_cross_boundary(one_hop, only_wi_structure): working_struct.insert(0, wi, one_hop["epos"]) shifted_ipos = one_hop["ipos"] - np.array(one_hop["to_jimage"]) working_struct.insert(0, wi, shifted_ipos) - extras.extend([working_struct[0].get_scene(), working_struct[1].get_scene()]) + sites_contents = [working_struct[0].get_scene(), working_struct[1].get_scene()] + extras.extend(sites_contents) # extra cylinders extra_ipos = list(working_struct[0].coords) @@ -55,7 +56,9 @@ def get_migrationgraph_scene( one_hop_contents.append(hop_cyl) if one_hop["to_jimage"] != (0, 0, 0): - extras_cross_boundary = _get_extras_cross_boundary(one_hop, self.only_sites) + extras_cross_boundary = self._get_extras_cross_boundary( + one_hop, self.only_sites + ) one_hop_contents.extend(extras_cross_boundary) one_hop_scene = Scene(name=f"hop_{k}", contents=one_hop_contents) @@ -69,4 +72,5 @@ def get_migrationgraph_scene( return result_scene +MigrationGraph._get_extras_cross_boundary = _get_extras_cross_boundary MigrationGraph.get_scene = get_migrationgraph_scene From 519143c1f9cb74293aa2e15150513ca45c8bbb69 Mon Sep 17 00:00:00 2001 From: hmlli Date: Fri, 9 Sep 2022 17:29:32 -0700 Subject: [PATCH 12/17] init file change + example app setup --- .../apps/examples/LiMnP2O7_mg.json | 1 + .../apps/examples/migrationgraph.py | 35 +++++++++++++++++++ crystal_toolkit/renderables/__init__.py | 1 + 3 files changed, 37 insertions(+) create mode 100644 crystal_toolkit/apps/examples/LiMnP2O7_mg.json create mode 100644 crystal_toolkit/apps/examples/migrationgraph.py diff --git a/crystal_toolkit/apps/examples/LiMnP2O7_mg.json b/crystal_toolkit/apps/examples/LiMnP2O7_mg.json new file mode 100644 index 00000000..e7d3d7a1 --- /dev/null +++ b/crystal_toolkit/apps/examples/LiMnP2O7_mg.json @@ -0,0 +1 @@ +{"@module": "pymatgen.analysis.diffusion.neb.full_path_mapper", "@class": "MigrationGraph", "@version": null, "structure": {"@module": "pymatgen.core.structure", "@class": "Structure", "charge": 0, "lattice": {"matrix": [[7.833467, 0.0, 0.0], [0.0, 4.761443, 0.0], [0.0, 1.910264, 6.629352]], "a": 7.833467, "b": 4.761443, "c": 6.899088091161034, "alpha": 73.92553422004923, "beta": 90.0, "gamma": 90.0, "volume": 247.26559234631586}, "sites": [{"species": [{"element": "Mn", "occu": 1}], "abc": [0.99139, 0.781175, 0.728269], "xyz": [7.766020849129999, 5.1107062885409995, 4.827951551688001], "label": "Mn", "properties": {"insertion_energy": null}}, {"species": [{"element": "Mn", "occu": 1}], "abc": [0.49139, 0.218825, 0.271731], "xyz": [3.84928734913, 1.561000711459, 1.801400448312], "label": "Mn", "properties": {"insertion_energy": null}}, {"species": [{"element": "P", "occu": 1}], "abc": [0.224359, 0.229511, 0.898178], "xyz": [1.757508822653, 2.8085606433650003, 5.954338120656], "label": "P", "properties": {"insertion_energy": null}}, {"species": [{"element": "P", "occu": 1}], "abc": [0.724359, 0.770489, 0.101822], "xyz": [5.674242322653, 3.8631463566349997, 0.6750138793439999], "label": "P", "properties": {"insertion_energy": null}}, {"species": [{"element": "P", "occu": 1}], "abc": [0.811444, 0.390311, 0.490511], "xyz": 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0.8156890000000001, 0.6600623333333333], "xyz": [5.059589465055783, 5.144749992349667, 4.375785549608], "label": "Li", "properties": {"insertion_energy": -3.7588548525000034}}, {"species": [{"element": "Li", "occu": 1}], "abc": [0.323680325, 0.6476350000000002, 0.08915524999999994], "xyz": [2.535539144436775, 3.2539872017910008, 0.5910415348979996], "label": "Li", "properties": {"insertion_energy": -4.156210358750002}}, {"species": [{"element": "Li", "occu": 1}], "abc": [0.14589401666666674, 0.1843109999999999, 0.33993766666666664], "xyz": [1.142855965055784, 1.5269570076503327, 2.253566450392], "label": "Li", "properties": {"insertion_energy": -3.7588548525000034}}]}, "spacegroup": [{"@module": "pymatgen.core.operations", "@class": "SymmOp", "matrix": [[1.0, 0.0, 0.0, 0.0], [0.0, 1.0, 0.0, 0.0], [0.0, 0.0, 1.0, 0.0], [0.0, 0.0, 0.0, 1.0]], "tolerance": 0.1, "@version": null}, {"@module": "pymatgen.core.operations", "@class": "SymmOp", "matrix": [[1.0, 0.0, 0.0, 0.5], [0.0, -1.0, 0.0, 0.0], [0.0, 0.0, -1.0, 0.0], [0.0, 0.0, 0.0, 1.0]], "tolerance": 0.1, "@version": null}], "equivalent_positions": {"@module": "numpy", "@class": "array", "dtype": "int32", "data": [0, 0, 2, 2, 4, 4, 6, 7, 7, 9, 10, 11, 12, 6, 10, 15, 15, 12, 11, 9, 20, 21, 20, 21]}, "wyckoff_letters": ["a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a", "a"]}, "host_symm_struct": null, "symprec": 0.1}, "hop_label": 0, "id": 3, "key": 1}], []]}}, "symprec": 0.1, "vac_mode": false} diff --git a/crystal_toolkit/apps/examples/migrationgraph.py b/crystal_toolkit/apps/examples/migrationgraph.py new file mode 100644 index 00000000..2f5d687c --- /dev/null +++ b/crystal_toolkit/apps/examples/migrationgraph.py @@ -0,0 +1,35 @@ + +import dash +from dash import html +from dash_mp_components import CrystalToolkitScene +from monty.serialization import loadfn + +import crystal_toolkit.components as ctc +from crystal_toolkit.settings import SETTINGS + +app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) + +# create the MigrationGraph object +mg = loadfn("LiMnP2O7_mg.json") + +# create the Crystal Toolkit component +# no MigrationGraph component yet +component = ctc.StructureMoleculeComponent(mg.structure, id="my_structure") +test_scene = mg.get_scene() + +# example layout +my_layout = html.Div( + [html.Div([CrystalToolkitScene(data=test_scene.to_json())])], + style=dict( + margin="2em auto", display="grid", placeContent="center", placeItems="center" + ), +) + +# tell crystal toolkit about your app and layout +ctc.register_crystal_toolkit(app, layout=my_layout) + +# run this app with "python path/to/this/file.py" +# in production, deploy behind gunicorn or similar +# see Dash documentation for more information +if __name__ == "__main__": + app.run_server(debug=True, port=8050) diff --git a/crystal_toolkit/renderables/__init__.py b/crystal_toolkit/renderables/__init__.py index fd40b795..632558cb 100644 --- a/crystal_toolkit/renderables/__init__.py +++ b/crystal_toolkit/renderables/__init__.py @@ -1,4 +1,5 @@ from crystal_toolkit.renderables.lattice import Lattice as Lattice +from crystal_toolkit.renderables.migrationgraph import MigrationGraph as MigrationGraph from crystal_toolkit.renderables.molecule import Molecule as Molecule from crystal_toolkit.renderables.moleculegraph import MoleculeGraph as MoleculeGraph from crystal_toolkit.renderables.phasediagram import PhaseDiagram as PhaseDiagram From 8b074b15c175ed8489d3d81cbebd7efa3ba0a3d9 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Sat, 10 Sep 2022 00:29:59 +0000 Subject: [PATCH 13/17] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- crystal_toolkit/apps/examples/migrationgraph.py | 1 - 1 file changed, 1 deletion(-) diff --git a/crystal_toolkit/apps/examples/migrationgraph.py b/crystal_toolkit/apps/examples/migrationgraph.py index 2f5d687c..d7fc0a93 100644 --- a/crystal_toolkit/apps/examples/migrationgraph.py +++ b/crystal_toolkit/apps/examples/migrationgraph.py @@ -1,4 +1,3 @@ - import dash from dash import html from dash_mp_components import CrystalToolkitScene From e4cb6cffcb929f0cf30a29f269cda10ecb2f7046 Mon Sep 17 00:00:00 2001 From: hmlli Date: Wed, 14 Sep 2022 14:00:47 -0700 Subject: [PATCH 14/17] add color coding & radius adjustment --- crystal_toolkit/renderables/migrationgraph.py | 30 +++++++++++++++---- 1 file changed, 25 insertions(+), 5 deletions(-) diff --git a/crystal_toolkit/renderables/migrationgraph.py b/crystal_toolkit/renderables/migrationgraph.py index 67e8660a..597c9ab2 100644 --- a/crystal_toolkit/renderables/migrationgraph.py +++ b/crystal_toolkit/renderables/migrationgraph.py @@ -3,8 +3,23 @@ from crystal_toolkit.core.scene import Cylinders, Scene - -def _get_extras_cross_boundary(self, one_hop, only_wi_structure): +color_scheme = [ + (32, 178, 170), + (0, 255, 127), + (47, 79, 79), + (30, 144, 255), + (138, 43, 226), + (186, 85, 211), + (199, 21, 133), + (255, 20, 147), + (250, 235, 215), + (160, 82, 45), + (244, 164, 96), + (176, 196, 222), +] + + +def _get_extras_cross_boundary(self, one_hop, only_wi_structure, color_code): extras = [] working_struct = only_wi_structure.copy() wi = working_struct[0].specie.name @@ -23,8 +38,9 @@ def _get_extras_cross_boundary(self, one_hop, only_wi_structure): extras.append( Cylinders( positionPairs=[[extra_ipos, extra_epos]], - radius=0.25, + radius=0.3, clickable=True, + color=color_code, ) ) @@ -48,16 +64,20 @@ def get_migrationgraph_scene( for k, one_hop in self.unique_hops.items(): one_hop_contents = [] + rgb_code = color_scheme[k % len(color_scheme)] + color_code = f"#{rgb_code[0]:02x}{rgb_code[1]:02x}{rgb_code[2]:02x}" + hop_cyl = Cylinders( positionPairs=[[list(one_hop["ipos_cart"]), list(one_hop["epos_cart"])]], - radius=0.25, + radius=0.3, clickable=True, + color=color_code, ) one_hop_contents.append(hop_cyl) if one_hop["to_jimage"] != (0, 0, 0): extras_cross_boundary = self._get_extras_cross_boundary( - one_hop, self.only_sites + one_hop, self.only_sites, color_code ) one_hop_contents.extend(extras_cross_boundary) From 07d22923ec1200104d96732b14c570d74c16ca07 Mon Sep 17 00:00:00 2001 From: hmlli Date: Wed, 14 Sep 2022 15:47:14 -0700 Subject: [PATCH 15/17] cwd for example app --- crystal_toolkit/apps/examples/migrationgraph.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/crystal_toolkit/apps/examples/migrationgraph.py b/crystal_toolkit/apps/examples/migrationgraph.py index d7fc0a93..61f47f9b 100644 --- a/crystal_toolkit/apps/examples/migrationgraph.py +++ b/crystal_toolkit/apps/examples/migrationgraph.py @@ -1,3 +1,5 @@ +import os + import dash from dash import html from dash_mp_components import CrystalToolkitScene @@ -9,7 +11,8 @@ app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) # create the MigrationGraph object -mg = loadfn("LiMnP2O7_mg.json") +module_dir = os.path.dirname(os.path.abspath(__file__)) +mg = loadfn(f"{module_dir}/LiMnP2O7_mg.json") # create the Crystal Toolkit component # no MigrationGraph component yet From 05dea70768c70087b24c25ac787001468881fb37 Mon Sep 17 00:00:00 2001 From: hmlli Date: Wed, 14 Sep 2022 15:59:56 -0700 Subject: [PATCH 16/17] build dist egginfo gitignore --- .gitignore | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.gitignore b/.gitignore index 284e278a..dd78d741 100644 --- a/.gitignore +++ b/.gitignore @@ -8,3 +8,6 @@ __pycache__/ # auto-generated documentation docs_rst/_build +build +dist +*.egg-info From 5b9da5811d86c4020c2291b146067a894d6de595 Mon Sep 17 00:00:00 2001 From: hmlli Date: Wed, 14 Sep 2022 16:04:22 -0700 Subject: [PATCH 17/17] delete build dist egginfo --- build/lib/crystal_toolkit/__init__.py | 94 - build/lib/crystal_toolkit/apps/__init__.py | 0 .../apps/assets/crystaltoolkit.css | 7 - .../apps/assets/doi_cache.json | 1 - 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build/lib/crystal_toolkit/renderables/structure.py delete mode 100644 build/lib/crystal_toolkit/renderables/structuregraph.py delete mode 100644 build/lib/crystal_toolkit/renderables/trajectory.py delete mode 100644 build/lib/crystal_toolkit/renderables/volumetric.py delete mode 100644 build/lib/crystal_toolkit/settings.py delete mode 100644 crystal_toolkit.egg-info/PKG-INFO delete mode 100644 crystal_toolkit.egg-info/SOURCES.txt delete mode 100644 crystal_toolkit.egg-info/dependency_links.txt delete mode 100644 crystal_toolkit.egg-info/requires.txt delete mode 100644 crystal_toolkit.egg-info/top_level.txt delete mode 100644 dist/crystal_toolkit-2021.4.29-py3.9.egg diff --git a/build/lib/crystal_toolkit/__init__.py b/build/lib/crystal_toolkit/__init__.py deleted file mode 100644 index b97f692e..00000000 --- a/build/lib/crystal_toolkit/__init__.py +++ /dev/null @@ -1,94 +0,0 @@ -import json -import os as _os -from collections import defaultdict -from pathlib import Path - -# pleasant hack to support MSONable objects in Dash callbacks natively -from monty.json import MSONable - -from crystal_toolkit.renderables import * - -__version__ = "2021.04.29" - -MODULE_PATH = Path(__file__).parents[0] - - -def to_plotly_json(self): - return self.as_dict() - - -MSONable.to_plotly_json = to_plotly_json - - -# Populate the default values from the JSON file -_DEFAULTS = defaultdict(lambda: None) -default_js = _os.path.join( - _os.path.join(_os.path.dirname(_os.path.abspath(__file__))), "./", "defaults.json" -) - -with open(default_js) as handle: - _DEFAULTS.update(json.loads(handle.read())) - - -def _repr_mimebundle_(self, include=None, exclude=None): - """ - Render Scenes using crystaltoolkit-extension for Jupyter Lab. - """ - # TODO: add Plotly, application/vnd.plotly.v1+json - - help_text_ct = """If you see this text, the Crystal Toolkit Jupyter Lab \n -extension is not installed. You can install it by running \n -\"pip install crystaltoolkit-extension\" \n -from the same environment you run \"jupyter lab\". \n -This only works in Jupyter Lab 3.x or above.\n\n -""" - - help_text_plotly = """If you see this text, the Plotly Jupyter Lab extension -is not installed, please consult Plotly documentation for information on how to -install. -""" - - # TODO: to be strict here, we could use inspect.signature - # and .return_annotation is either a Scene or a go.Figure respectively - # and also check all .parameters .kind.name have no POSITIONAL_ONLY - # in practice, fairly unlikely this will cause issues without strict checking - - if hasattr(self, "get_scene"): - return { - "application/vnd.mp.ctk+json": self.get_scene().to_json(), - "text/plain": help_text_ct + self.__repr__(), - } - elif hasattr(self, "get_plot"): - return { - "application/vnd.plotly.v1+json": self.get_plot().to_plotly_json(), - "text/plain": help_text_plotly + self.__repr__(), - } - else: - return {"application/json": self.as_dict(), "text/plain": self.__repr__()} - - -MSONable._repr_mimebundle_ = _repr_mimebundle_ - - -def show_json(self): - from IPython.display import display_json - - return display_json(self.as_dict(), raw=True) - - -MSONable.show_json = show_json - - -def _ipython_display_(self): - """ - Render Scenes using crystaltoolkit-extension for Jupyter Lab. - - This function ensures that objects are also printed in string format - as previously. - """ - from IPython.display import publish_display_data - - publish_display_data(self._repr_mimebundle_()) - - -MSONable._ipython_display_ = _ipython_display_ diff --git a/build/lib/crystal_toolkit/apps/__init__.py b/build/lib/crystal_toolkit/apps/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/build/lib/crystal_toolkit/apps/assets/crystaltoolkit.css b/build/lib/crystal_toolkit/apps/assets/crystaltoolkit.css deleted file mode 100644 index 898dda08..00000000 --- a/build/lib/crystal_toolkit/apps/assets/crystaltoolkit.css +++ /dev/null @@ -1,7 +0,0 @@ - - - -body, html, .body { - background: #f3f3f3 !important; -} - diff --git a/build/lib/crystal_toolkit/apps/assets/doi_cache.json b/build/lib/crystal_toolkit/apps/assets/doi_cache.json deleted file mode 100644 index 56d5e2a6..00000000 --- a/build/lib/crystal_toolkit/apps/assets/doi_cache.json +++ /dev/null @@ -1 +0,0 @@ -{"10.26434/chemrxiv.11294480.v1": "D. Waroquiers, J. George, M. Horton, S. Schenk, K. Persson, G.-M. Rignanese, X. Gonze, and G. Hautier, \u201cChemEnv\u202f: A Fast and Robust Coordination Environment Identification Tool,\u201d Dec. 2019.\n", "10.3389/fmats.2017.00034": "N. E. R. Zimmermann, M. K. Horton, A. Jain, and M. Haranczyk, \u201cAssessing Local Structure Motifs Using Order Parameters for Motif Recognition, Interstitial Identification, and Diffusion Path Characterization,\u201d Frontiers in Materials, vol. 4, Nov. 2017.\n"} diff --git a/build/lib/crystal_toolkit/apps/assets/favicon.ico b/build/lib/crystal_toolkit/apps/assets/favicon.ico deleted file mode 100644 index 73a63024d12029565a682680ad5f1032f960508a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 114907 zcmeEv2UHbJwsn(p5+oxCf@DxKNKgrqvyv1HAUO&M5-y;UlahnvC^<_8ksKul36hi` z2m%uCUp;=zIP+%Sn|Z(UX4aao*V=S<_3i39`|LVZT~)n+AQT7_f;SY10kRTRpo#YTY!L7J4*Z|Bz_=8Gbt_hM=z3C=fB&!}*z_Ly$u) z3goY*B1eErjSI3SkiQ|V0bhlI4L{nzJ{vq!j9*^*s@CI)^*YZO+FLHmha$t`eEI63 zS``>k#le$fm}r=xJ~;R2&jd5H5Tm}}UO;goz0%8a>CNE-W*c(JMpWu>WrhnBihC!; z9W1(v&Ng43WBDyI6Jsm#m!NcErrF)2rJZMZ-)&SmDIrFv_)#`BT3s-vT}80$D7+?L2IYwX@LkxSR~T8&(!C8%B+Z*Bny{rxPx?`d zPO_P$QR4r2S4uMVn2lAW#sPPus5D-qXj=ZRji|dr<(r%b?jCW&G9c-CGPMx3+8=K2 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.mpc-radio-label{margin-right:10px;display:flex;flex-direction:row;flex-direction:row;align-items:center}.edge-selector .mpc-radio-label .mpc-radio{margin-right:5px} - diff --git a/build/lib/crystal_toolkit/apps/assets/task_ids_on_load.json b/build/lib/crystal_toolkit/apps/assets/task_ids_on_load.json deleted file mode 100644 index ec452fc1..00000000 --- a/build/lib/crystal_toolkit/apps/assets/task_ids_on_load.json +++ /dev/null @@ -1 +0,0 @@ -["mp-797", "mp-1953", "mp-564", "mp-3040", "mp-782", "mp-7986", "mp-766", "mp-7140", "mp-21471", "mp-22898", "mp-969", "mp-761", "mp-21171", "mp-1219", "mp-23037", "mp-25503", "mp-541937", "mp-720", "mp-739", "mp-931", "mp-933", "mp-1066", "mp-21168", "mp-24964", "mp-3499", "mp-3574", "mp-5019", "mp-546794", "mp-633", "mp-6562", "mp-6625", "mp-663", "mp-6646", "mp-665", "mp-869", "mp-889", "mp-20211", "mp-20351", "mp-20717", "mp-9967", "mp-22386", "mp-23026", "mp-2597", "mp-3038", "mp-978986", "mp-1112", "mp-1662", "mp-286", "mp-9945", "mp-1781", 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crystal_toolkit.components as ctc -from crystal_toolkit.settings import SETTINGS -from crystal_toolkit.helpers.layouts import Container, H1 - -# dos and bs data from local jsons -from monty.serialization import loadfn -import os - - -# create Dash app as normal, assets folder set for visual styles only -app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) - -# If callbacks created dynamically they cannot be statically checked at app startup. -# For this simple example this IS a problem and, -# nested layout this will need to be enabled -- consult Dash documentation -# for more information. -# app.config["suppress_callback_exceptions"] = True - -path = os.path.dirname(os.path.realpath(__file__)) -bandstructure_symm_line = loadfn(path + "/GaN_bs.json") -density_of_states = loadfn(path + "/GaN_dos.json") - -# # create the Crystal Toolkit component -bsdos_component = ctc.BandstructureAndDosComponent( - bandstructure_symm_line=bandstructure_symm_line, - density_of_states=density_of_states, - id="bs_dos", -) - -# example layout to demonstrate capabilities of component -my_layout = Container( - [ - H1("Band Structure and Density of States Example"), - bsdos_component.layout(), - ] -) - -# wrap your app.layout with crystal_toolkit_layout() -# to ensure all necessary components are loaded into layout -ctc.register_crystal_toolkit(app, layout=my_layout) - - -# allow app to be run using "python structure.py" -# in production, deploy behind gunicorn or similar -# see Dash documentation for more information -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/basic_hello_structure.py b/build/lib/crystal_toolkit/apps/examples/basic_hello_structure.py deleted file mode 100644 index 0921a078..00000000 --- a/build/lib/crystal_toolkit/apps/examples/basic_hello_structure.py +++ /dev/null @@ -1,23 +0,0 @@ -# as explained in "preamble" section in documentation -import dash -import dash_html_components as html -import crystal_toolkit.components as ctc - -app = dash.Dash() - -# create our crystal structure using pymatgen -from pymatgen.core.structure import Structure -from pymatgen.core.lattice import Lattice - -structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) - -# create the Crystal Toolkit component -structure_component = ctc.StructureMoleculeComponent(structure) - -# add the component's layout to our app's layout -my_layout = html.Div([structure_component.layout()]) - -# as explained in "preamble" section in documentation -ctc.register_crystal_toolkit(app=app, layout=my_layout) -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/basic_hello_structure_interactive.py b/build/lib/crystal_toolkit/apps/examples/basic_hello_structure_interactive.py deleted file mode 100644 index e430f4fa..00000000 --- a/build/lib/crystal_toolkit/apps/examples/basic_hello_structure_interactive.py +++ /dev/null @@ -1,48 +0,0 @@ -# as above -import dash -import dash_html_components as html -import crystal_toolkit.components as ctc - -# standard Dash imports for callbacks (interactivity) -from dash.dependencies import Input, Output -from dash.exceptions import PreventUpdate - -from pymatgen.core.structure import Structure -from pymatgen.core.lattice import Lattice - -app = dash.Dash() - -# now we give a list of structures to pick from -structures = [ - Structure(Lattice.cubic(4), ["Na", "Cl"], [[0, 0, 0], [0.5, 0.5, 0.5]]), - Structure(Lattice.cubic(5), ["K", "Cl"], [[0, 0, 0], [0.5, 0.5, 0.5]]), -] - -# we show the first structure by default -structure_component = ctc.StructureMoleculeComponent(structures[0]) - -# and we create a button for user interaction -my_button = html.Button("Swap Structure", id="change_structure_button") - -# now we have two entries in our app layout, -# the structure component's layout and the button -my_layout = html.Div([structure_component.layout(), my_button]) - -ctc.register_crystal_toolkit(app=app, layout=my_layout, cache=None) - -# for the interactivity, we use a standard Dash callback -@app.callback( - Output(structure_component.id(), "data"), - [Input("change_structure_button", "n_clicks")], -) -def update_structure(n_clicks): - # on load, n_clicks will be None, and no update is required - # after clicking on the button, n_clicks will be an int and incremented - if not n_clicks: - raise PreventUpdate - return structures[n_clicks % 2] - - -# as above -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/basic_hello_world.py b/build/lib/crystal_toolkit/apps/examples/basic_hello_world.py deleted file mode 100644 index 40482666..00000000 --- a/build/lib/crystal_toolkit/apps/examples/basic_hello_world.py +++ /dev/null @@ -1,21 +0,0 @@ -# standard Dash imports -import dash -import dash_html_components as html - -# standard Crystal Toolkit import -import crystal_toolkit.components as ctc - -# create Dash app as normal -app = dash.Dash() - -# create your layout -my_layout = html.Div(["Hello scientist!"]) - -# tell Crystal Toolkit about the app and layout we want to display -ctc.register_crystal_toolkit(app=app, layout=my_layout, cache=None) - -# allow app to be run using "python app.py" -# in production, deploy behind gunicorn or similar -# see Dash documentation for more information -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/diffraction.py b/build/lib/crystal_toolkit/apps/examples/diffraction.py deleted file mode 100644 index 4b9472c0..00000000 --- a/build/lib/crystal_toolkit/apps/examples/diffraction.py +++ /dev/null @@ -1,38 +0,0 @@ -# standard Dash imports -import dash - -# standard Crystal Toolkit import -import crystal_toolkit.components as ctc -from crystal_toolkit.settings import SETTINGS -from crystal_toolkit.helpers.layouts import H1, H3, Container - -# import for this example - -# create Dash app as normal -app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) - -# create our crystal structure using pymatgen -from pymatgen.core.structure import Structure -from pymatgen.core.lattice import Lattice - -structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) - -xrd_component = ctc.XRayDiffractionComponent(initial_structure=structure) - -# example layout to demonstrate capabilities of component -my_layout = Container( - [ - H1("XRDComponent Example"), - H3("Generated from Structure object"), - xrd_component.layout(), - ] -) - -# as explained in "preamble" section in documentation -ctc.register_crystal_toolkit(app=app, layout=my_layout) - -# allow app to be run using "python structure.py" -# in production, deploy behind gunicorn or similar -# see Dash documentation for more information -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/diffraction_dynamic.py b/build/lib/crystal_toolkit/apps/examples/diffraction_dynamic.py deleted file mode 100644 index 8dec3af7..00000000 --- a/build/lib/crystal_toolkit/apps/examples/diffraction_dynamic.py +++ /dev/null @@ -1,44 +0,0 @@ -# standard Dash imports -import dash -from dash.dependencies import Input, Output - -# standard Crystal Toolkit import -import crystal_toolkit.components as ctc -from crystal_toolkit.settings import SETTINGS -from crystal_toolkit.helpers.layouts import Button, Container, H1 - -# create Dash app as normal -app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) - -# create our crystal structure using pymatgen -from pymatgen.core.structure import Structure -from pymatgen.core.lattice import Lattice - -xrd_component = ctc.XRayDiffractionComponent() - -# example layout to demonstrate capabilities of component -my_layout = Container( - [ - H1("XRDComponent Example (Structure Added After Loading)"), - xrd_component.layout(), - Button("Load XRD", id="load-xrd-button"), - ] -) - -# as explained in "preamble" section in documentation -ctc.register_crystal_toolkit(app=app, layout=my_layout) - - -@app.callback( - Output(xrd_component.id(), "data"), [Input("load-xrd-button", "n_clicks")] -) -def load_structure(n_clicks): - structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) - return structure - - -# allow app to be run using "python structure.py" -# in production, deploy behind gunicorn or similar -# see Dash documentation for more information -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/diffraction_empty.py b/build/lib/crystal_toolkit/apps/examples/diffraction_empty.py deleted file mode 100644 index b3b19d8f..00000000 --- a/build/lib/crystal_toolkit/apps/examples/diffraction_empty.py +++ /dev/null @@ -1,39 +0,0 @@ -# standard Dash imports -import dash - -# standard Crystal Toolkit import -import crystal_toolkit.components as ctc -from crystal_toolkit.settings import SETTINGS -from crystal_toolkit.helpers.layouts import Container, H1 - -# import for this example -from pymatgen.core.structure import Structure -from pymatgen.core.lattice import Lattice - -# create Dash app as normal -app = dash.Dash(assets_folder=SETTINGS.ASSETS_PATH) - -# create our crystal structure using pymatgen -from pymatgen.core.structure import Structure -from pymatgen.core.lattice import Lattice - -structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) - -xrd_component = ctc.XRayDiffractionComponent() - -# example layout to demonstrate capabilities of component -my_layout = Container( - [ - H1("XRDComponent Example (Empty, No Structure Defined)"), - xrd_component.layout(), - ] -) - -# as explained in "preamble" section in documentation -ctc.register_crystal_toolkit(app=app, layout=my_layout) - -# allow app to be run using "python structure.py" -# in production, deploy behind gunicorn or similar -# see Dash documentation for more information -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/phase_diagram.py b/build/lib/crystal_toolkit/apps/examples/phase_diagram.py deleted file mode 100644 index 513cea73..00000000 --- a/build/lib/crystal_toolkit/apps/examples/phase_diagram.py +++ /dev/null @@ -1,71 +0,0 @@ -# standard Dash imports -import dash -import dash_core_components as dcc -import dash_html_components as html - -# import for this example -from pymatgen.ext.matproj import MPRester -from pymatgen.analysis.phase_diagram import PhaseDiagram - -# standard Crystal Toolkit import -import crystal_toolkit.components as ctc - -# create Dash app as normal -app = dash.Dash() - -# If callbacks created dynamically they cannot be statically checked at app startup. -# For this simple example this is not a problem, but if creating a complicated, -# nested layout this will need to be enabled -- consult Dash documentation -# for more information. -app.config["suppress_callback_exceptions"] = True - -# tell Crystal Toolkit about the app -ctc.register_app(app) - -# first, retrieve entries from Materials Project -with MPRester() as mpr: - # li_entries = mpr.get_entries_in_chemsys(["Li"]) - # li_o_entries = mpr.get_entries_in_chemsys(["Li", "O"]) - li_co_o_entries = mpr.get_entries_in_chemsys(["Li", "O", "Co"]) - # li_co_o_fe_entries = mpr.get_entries_in_chemsys(["Li", "O", "Co", "Fe"]) - -# and then create the phase diagrams -# li_phase_diagram = PhaseDiagram(li_entries) -# li_o_phase_diagram = PhaseDiagram(li_o_entries) -li_co_o_phase_diagram = PhaseDiagram(li_co_o_entries) -# li_co_o_fe_phase_diagram = PhaseDiagram(li_co_o_fe_entries) - -# and the corresponding Crystal Toolkit components -# we're creating four components here to demonstrate -# visualizing 1-D, 2-D, 3-D and 4-D phase diagrams -# li_phase_diagram_component = ctc.PhaseDiagramComponent(li_phase_diagram) -# li_o_phase_diagram_component = ctc.PhaseDiagramComponent(li_o_phase_diagram) -li_co_o_phase_diagram_component = ctc.PhaseDiagramComponent(li_co_o_phase_diagram) -# li_co_o_fe_phase_diagram_component = ctc.PhaseDiagramComponent(li_co_o_fe_phase_diagram) - -print(li_co_o_entries) - -# example layout to demonstrate capabilities of component -my_layout = html.Div( - [ - html.H1("PhaseDiagramComponent Example"), - html.H2("Standard Layout (1 Element)"), - html.H2("Standard Layout (2 Elements)"), - html.H2("Standard Layout (3 Elements)"), - li_co_o_phase_diagram_component.layout(), - html.H2("Standard Layout (4 Elements)"), - html.H2("Technical Details"), - dcc.Markdown(str(li_co_o_phase_diagram_component)), - ] -) - -# wrap your app.layout with crystal_toolkit_layout() -# to ensure all necessary components are loaded into layout -app.layout = ctc.crystal_toolkit_layout(my_layout) - - -# allow app to be run using "python structure.py" -# in production, deploy behind gunicorn or similar -# see Dash documentation for more information -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/structure.py b/build/lib/crystal_toolkit/apps/examples/structure.py deleted file mode 100644 index 48610f63..00000000 --- a/build/lib/crystal_toolkit/apps/examples/structure.py +++ /dev/null @@ -1,51 +0,0 @@ -# standard Dash imports -import dash -import dash_html_components as html - -# import for this example -from pymatgen.core.structure import Structure -from pymatgen.core.lattice import Lattice - -# standard Crystal Toolkit import -import crystal_toolkit.components as ctc - -# create Dash app as normal -app = dash.Dash() - -# create the Structure object -structure = Structure( - Lattice.cubic(4.2), - ["Na", "K"], - [[0, 0, 0], [0.5, 0.5, 0.5]], - site_properties={"magmom": [-10, 10]}, -) - -# create the Crystal Toolkit component -structure_component = ctc.StructureMoleculeComponent(structure, id="struct") - -# example layout to demonstrate capabilities of component -my_layout = html.Div( - [ - html.H1("StructureMoleculeComponent Example"), - html.H2("Standard Layout"), - structure_component.layout(size="400px"), - html.H2("Optional Additional Layouts"), - html.H3("Screenshot Layout"), - structure_component.screenshot_layout(), - html.H3("Options Layout"), - structure_component.options_layout(), - html.H3("Title Layout"), - structure_component.title_layout(), - html.H3("Legend Layout"), - structure_component.legend_layout(), - ] -) - -# tell crystal toolkit about your app and layout -ctc.register_crystal_toolkit(app, layout=my_layout) - -# allow app to be run using "python structure.py" -# in production, deploy behind gunicorn or similar -# see Dash documentation for more information -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/tests/__init__.py b/build/lib/crystal_toolkit/apps/examples/tests/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/build/lib/crystal_toolkit/apps/examples/tests/test_basic.py b/build/lib/crystal_toolkit/apps/examples/tests/test_basic.py deleted file mode 100644 index 8b7689fc..00000000 --- a/build/lib/crystal_toolkit/apps/examples/tests/test_basic.py +++ /dev/null @@ -1,48 +0,0 @@ -from crystal_toolkit.apps.examples.basic_hello_world import app as hello_world_app -from crystal_toolkit.apps.examples.basic_hello_structure import ( - app as hello_structure_app, -) -from crystal_toolkit.apps.examples.basic_hello_structure_interactive import ( - app as hello_structure_interactive_app, -) - -import time - - -def test_hello_scientist(dash_duo): - - dash_duo.start_server(hello_world_app) - dash_duo.clear_storage() - - time.sleep(1) - dash_duo.percy_snapshot("hello_scientist") - - dash_duo.get_logs() - # assert bool(logs) is False, f"Browser console contains an error: {logs}" - - -def test_hello_structure(dash_duo): - dash_duo.start_server(hello_structure_app) - dash_duo.clear_storage() - - time.sleep(1) - dash_duo.percy_snapshot("hello_structure") - - dash_duo.get_logs() - # assert bool(logs) is False, f"Browser console contains an error: {logs}" - - -def test_hello_structure_interactive(dash_duo): - dash_duo.start_server(hello_structure_interactive_app) - dash_duo.clear_storage() - - time.sleep(1) - dash_duo.percy_snapshot("hello_structure_interactive_on_load") - - dash_duo.multiple_click("#change_structure_button", 1) - - time.sleep(1) - dash_duo.percy_snapshot("hello_structure_interactive_on_click") - - dash_duo.get_logs() - # assert bool(logs) is False, f"Browser console contains an error: {logs}" diff --git a/build/lib/crystal_toolkit/apps/examples/tests/test_bs.py b/build/lib/crystal_toolkit/apps/examples/tests/test_bs.py deleted file mode 100644 index 05d685cf..00000000 --- a/build/lib/crystal_toolkit/apps/examples/tests/test_bs.py +++ /dev/null @@ -1,25 +0,0 @@ -from crystal_toolkit.apps.examples.bandstructure import app -import time - - -def test_bs(dash_duo): - - dash_duo.start_server(app) - dash_duo.clear_storage() - - time.sleep(5) - dash_duo.percy_snapshot("example_bsdos_on_load") - - # test choosing elemental projection - el = dash_duo.select_dcc_dropdown("#_ct_bs_dos_dos-select", index=1) - - time.sleep(3) - dash_duo.percy_snapshot("example_bsdos_projection_index_1") - - # test selecting total orbital projection - el = dash_duo.select_dcc_dropdown("#_ct_bs_dos_dos-select", index=2) - - time.sleep(3) - dash_duo.percy_snapshot("example_bsdos_projection_index_2") - - # assert bool(dash_duo.get_logs()) is False, f"Browser console contains an error: {dash_duo.get_logs()}" diff --git a/build/lib/crystal_toolkit/apps/examples/tests/test_structure.py b/build/lib/crystal_toolkit/apps/examples/tests/test_structure.py deleted file mode 100644 index 20b66e24..00000000 --- a/build/lib/crystal_toolkit/apps/examples/tests/test_structure.py +++ /dev/null @@ -1,25 +0,0 @@ -from crystal_toolkit.apps.examples.structure import app -import time - - -def test_structure(dash_duo): - - dash_duo.start_server(app) - dash_duo.clear_storage() - - time.sleep(5) - dash_duo.percy_snapshot("example_structure_on_load") - - # test changing radius - el = dash_duo.select_dcc_dropdown("#_ct_my_structure_radius_strategy", index=0) - time.sleep(1) - dash_duo.percy_snapshot("example_structure_radius_index_0") - - # test changing radius again - el = dash_duo.select_dcc_dropdown("#_ct_my_structure_radius_strategy", index=2) - time.sleep(1) - dash_duo.percy_snapshot("example_structure_primitive_radius_index_2") - - # assert ( - # bool(dash_duo.get_logs()) is False - # ), f"Browser console contains an error: {dash_duo.get_logs()}" diff --git a/build/lib/crystal_toolkit/apps/examples/transformations.py b/build/lib/crystal_toolkit/apps/examples/transformations.py deleted file mode 100644 index 113019fa..00000000 --- a/build/lib/crystal_toolkit/apps/examples/transformations.py +++ /dev/null @@ -1,80 +0,0 @@ -# standard Dash imports -import dash -import dash_html_components as html -from dash.dependencies import Input, Output - -# standard Crystal Toolkit import -import crystal_toolkit.components as ctc -from dash_mp_components import JsonView - -# import for this example -from pymatgen.core.structure import Structure -from pymatgen.core.lattice import Lattice - -# create Dash app as normal -app = dash.Dash() - -# create the Structure object -structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) - -from pymatgen.ext.matproj import MPRester - -# create an input structure as an example -structure_component = ctc.StructureMoleculeComponent( - MPRester().get_structure_by_material_id("mp-804"), id="structure_in" -) -# and a way to view the transformed structure -structure_component_transformed = ctc.StructureMoleculeComponent( - MPRester().get_structure_by_material_id("mp-804"), id="structure_out" -) - -# and the transformation component itself -transformation_component = ctc.AllTransformationsComponent( - input_structure_component=structure_component, -) - -# example layout to demonstrate capabilities of component -my_layout = html.Div( - [ - html.H1("TransformationComponent Example"), - html.H2("Standard Layout"), - transformation_component.layout(), - html.H3("Example Input Structure"), - structure_component.layout(size="500px"), - html.H3("Example Transformed Structure"), - structure_component_transformed.layout(size="500px"), - html.H3("JSON View of Transformations"), - JsonView(id="json"), - ] -) - -# tell crystal toolkit about your app and layout -ctc.register_crystal_toolkit(app, layout=my_layout) - -# this is here for to see the JSON representation of -# the transformations when running the example app, -# it is not necessary for running the component -app.clientside_callback( - """ - function (...args) { - return {"transformations": args} - } - """, - Output("json", "src"), - [Input(t.id(), "data") for t in transformation_component.transformations.values()], -) - - -@app.callback( - Output(structure_component_transformed.id(), "data"), - [Input(transformation_component.id(), "data")], -) -def update_structure(struct): - return struct - - -# allow app to be run using "python structure.py" -# in production, deploy behind gunicorn or similar -# see Dash documentation for more information -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/transformations_minimal.py b/build/lib/crystal_toolkit/apps/examples/transformations_minimal.py deleted file mode 100644 index 0e24f279..00000000 --- a/build/lib/crystal_toolkit/apps/examples/transformations_minimal.py +++ /dev/null @@ -1,72 +0,0 @@ -# standard Dash imports -import dash -import dash_core_components as dcc -import dash_html_components as html -from dash.dependencies import Input, Output -from dash_mp_components import JsonView - -# import for this example -from pymatgen.core.structure import Structure -from pymatgen.core.lattice import Lattice - -# standard Crystal Toolkit import -import crystal_toolkit.components as ctc - -# create Dash app as normal -app = dash.Dash() - -# create the Structure object -structure = Structure(Lattice.cubic(4.2), ["Na", "K"], [[0, 0, 0], [0.5, 0.5, 0.5]]) - - -from pymatgen.ext.matproj import MPRester - -# create an input structure as an example -structure = MPRester().get_structure_by_material_id("mp-804") -structure_in = dcc.Store(id="structure_in", data=structure.as_dict()) -# patch, this should be a JSON component ... -structure_in.id = lambda: "structure_in" - -# and the transformation component itself -transformation_component = ctc.AllTransformationsComponent( - transformations=[ - "AutoOxiStateDecorationTransformationComponent", - "SupercellTransformationComponent", - # "SlabTransformationComponent", - # "SubstitutionTransformationComponent", - "CubicSupercellTransformationComponent", - # "GrainBoundaryTransformationComponent" - ], - input_structure=structure_in, -) - -# example layout to demonstrate capabilities of component -my_layout = html.Div( - [ - html.H1("TransformationComponent Example"), - html.H2("Standard Layout"), - transformation_component.layout(), - html.H3("Example Input Structure"), - JsonView(src=structure.as_dict()), - html.H3("Example Transformed Structure"), - JsonView(src={}, id="structure_out"), - ] -) - -# tell crystal toolkit about your app and layout -ctc.register_crystal_toolkit(app, layout=my_layout) - - -@app.callback( - Output("structure_out", "data"), - [Input(transformation_component.id(), "data")], -) -def update_structure(struct): - return struct - - -# allow app to be run using "python structure.py" -# in production, deploy behind gunicorn or similar -# see Dash documentation for more information -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/examples/write_structure_screenshot_to_file.py b/build/lib/crystal_toolkit/apps/examples/write_structure_screenshot_to_file.py deleted file mode 100644 index c80416d3..00000000 --- a/build/lib/crystal_toolkit/apps/examples/write_structure_screenshot_to_file.py +++ /dev/null @@ -1,72 +0,0 @@ -# This example is used to write structures to images in an automated manner. -# It is a very specific script! Not intended for general use. -import urllib -from time import sleep -from pathlib import Path - -import dash -import dash_html_components as html -import dash_core_components as dcc -from dash.dependencies import Input, Output, State -from pymatgen.symmetry.analyzer import SpacegroupAnalyzer - -import crystal_toolkit.components as ctc - - -SCREENSHOT_PATH = Path.home() / "screenshots" - -app = dash.Dash() -server = app.server - -structure_component = ctc.StructureMoleculeComponent( - show_compass=False, - bonded_sites_outside_unit_cell=True, - scene_settings={"zoomToFit2D": True}, -) - -my_layout = html.Div( - [structure_component.layout(), dcc.Location(id="url"), html.Div(id="dummy-output")] -) - - -def get_structure_for_mpid(mpid): - from pymatgen.ext.matproj import MPRester - - with MPRester() as mpr: - structure = mpr.get_structure_by_material_id(mpid) - - structure = SpacegroupAnalyzer(structure).get_conventional_standard_structure() - return structure - - -@app.callback( - Output(structure_component.id("scene"), "imageRequest"), - [Input(structure_component.id("graph"), "data")], -) -def trigger_image_request(data): - sleep(1) - return {"filetype": "png"} - - -@app.callback(Output(structure_component.id(), "data"), [Input("url", "pathname")]) -def trigger_new_data(url): - return get_structure_for_mpid(url[1:]) - - -@app.callback( - Output("dummy-output", "children"), - [Input(structure_component.id("scene"), "imageDataTimestamp")], - [State("url", "pathname"), State(structure_component.id("scene"), "imageData")], -) -def save_image(image_data_timestamp, url, image_data): - if image_data: - # print(image_data.strip("data:image/png;base64,")[-1:-100]) - # image_bytes = b64decode(image_data.strip("data:image/png;base64,").encode('ascii')) - response = urllib.request.urlopen(image_data) - with open(SCREENSHOT_PATH / f"{url[1:]}.png", "wb") as f: - f.write(response.file.read()) - - -ctc.register_crystal_toolkit(app=app, layout=my_layout) -if __name__ == "__main__": - app.run_server(debug=True, port=8050) diff --git a/build/lib/crystal_toolkit/apps/main.py b/build/lib/crystal_toolkit/apps/main.py deleted file mode 100644 index 842efc81..00000000 --- a/build/lib/crystal_toolkit/apps/main.py +++ /dev/null @@ -1,564 +0,0 @@ -import logging -import os -from random import choice -from time import time -from typing import Optional -from urllib import parse -from uuid import uuid4 - -import dash -import sentry_sdk -from dash.dependencies import Input, Output, State -from dash.exceptions import PreventUpdate -from flask_caching import Cache -from monty.serialization import loadfn -from pymatgen.core import __version__ as pmg_version -from pymatgen.ext.matproj import MPRester - -import crystal_toolkit.components as ctc -from crystal_toolkit import __file__ as module_path -from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import ( - Box, - Column, - Columns, - Container, - Footer, - H3, - Loading, - MessageBody, - MessageContainer, - MessageHeader, - Reveal, - Section, - dcc, - html, - warnings, -) -from crystal_toolkit.settings import SETTINGS - -# choose a default structure on load -path = os.path.join(os.path.dirname(module_path), "apps/assets/task_ids_on_load.json") -DEFAULT_MPIDS = loadfn(path) - -################################################################################ -# region SET UP APP -################################################################################ - -meta_tags = [ # TODO: add og-image, etc., title - { - "name": "description", - "content": "Crystal Toolkit allows you to import, view, analyze and transform " - "crystal structures and molecules using the full power of the Materials " - "Project.", - } -] - -print("SETTINGS") -for setting, value in SETTINGS: - print(f"{setting}: {value}") - -if not SETTINGS.ASSETS_PATH: - warnings.warn( - "Set CRYSTAL_TOOLKIT_ASSETS environment variable or app will be unstyled." - ) - -external_scripts = [] -if not SETTINGS.DEBUG_MODE: - # MathJax support - external_scripts.append( - "https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.4/MathJax.js?config=TeX-MML-AM_CHTML" - ) - -app = dash.Dash( - __name__, - meta_tags=meta_tags, - assets_folder=SETTINGS.ASSETS_PATH, - external_scripts=external_scripts, - prevent_initial_callbacks=False, - title="Crystal Toolkit", - update_title=None, -) -app.scripts.config.serve_locally = True - -# Materials Project embed mode -if not SETTINGS.MP_EMBED_MODE: - app.config["assets_ignore"] = r".*\.mpembed\..*" - box_size = "65vmin" -else: - # reduce zoom level and box size due to iframe on materialsproject.org - ctc.StructureMoleculeComponent.default_scene_settings["defaultZoom"] = 0.5 - box_size = "50vmin" - - -app.server.secret_key = str(uuid4()) -server = app.server - -# logging of errors -if SETTINGS.SENTRY_DSN: - sentry_sdk.init(SETTINGS.SENTRY_DSN) - -# endregion -########### - - -################################################################################ -# region SET UP CACHE -################################################################################ - -if SETTINGS.DEBUG_MODE: - # disable cache in debug - cache = Cache(app.server, config={"CACHE_TYPE": "null"}) -else: - cache = Cache( - app.server, - config={ - "CACHE_TYPE": "redis", - "CACHE_REDIS_URL": os.environ.get("REDIS_URL", SETTINGS.REDIS_URL), - }, - ) - -# endregion - - -################################################################################ -# region SET UP LOGGING -################################################################################ - -logger = logging.getLogger(app.title) - -# endregion - - -################################################################################ -# region INSTANTIATE CORE COMPONENTS -################################################################################ - -search_component = ctc.SearchComponent() -upload_component = ctc.StructureMoleculeUploadComponent() - - -transformation_component = ctc.AllTransformationsComponent( - transformations=[ - "SupercellTransformationComponent", - "AutoOxiStateDecorationTransformationComponent", - "CubicSupercellTransformationComponent", - "GrainBoundaryTransformationComponent", - "MonteCarloRattleTransformationComponent", - "SlabTransformationComponent", - "SubstitutionTransformationComponent", - ] -) - -struct_component = ctc.StructureMoleculeComponent( - links={"default": transformation_component.id()} -) - -download_component = ctc.DownloadPanelComponent( - links={"default": struct_component.id()} -) - -robocrys_panel = ctc.RobocrysComponent(links={"default": transformation_component.id()}) -xrd_panel = ctc.DiffractionPanelComponent( - links={"default": transformation_component.id()} -) -# pbx_component = ctc.PourbaixDiagramPanelComponent(origin_component=struct_component) -# -symmetry_panel = ctc.SymmetryPanel(links={"default": struct_component.id()}) -localenv_panel = ctc.LocalEnvironmentPanel( - links={ - "default": struct_component.id(), - "graph": struct_component.id("graph"), - "display_options": struct_component.id("display_options"), - } -) - -if SETTINGS.MP_EMBED_MODE: - action_div = html.Div([]) - # submit_snl_panel = ctc.SubmitSNLPanel(origin_component=struct_component) - # action_div = html.Div( - # [submit_snl_panel.panel_layout, download_component.panel_layout] - # ) -else: - action_div = html.Div([download_component.panel_layout()]) - -panels = [ - symmetry_panel, - localenv_panel, - xrd_panel, - robocrys_panel, -] - - -if SETTINGS.MP_EMBED_MODE: - mp_section = (html.Div(),) -else: - - # bsdos_component = ctc.BandstructureAndDosPanelComponent( - # origin_component=search_component - # ) - # # grain_boundary_panel = ctc.GrainBoundaryPanel(origin_component=search_component) - # xas_component = ctc.XASPanelComponent(origin_component=search_component) - # pd_component = ctc.PhaseDiagramPanelComponent(origin_component=struct_component) - # literature_component = ctc.LiteratureComponent(origin_component=struct_component) - # - # mp_panels = [ - # pd_component, - # pbx_component, - # magnetism_component, - # xas_component, - # bsdos_component, - # # grain_boundary_panel, - # literature_component, - # ] - - mp_panels = [] - - mp_section = ( - H3("Materials Project"), - html.Div([panel.panel_layout() for panel in mp_panels], id="mp_panels"), - ) - - -body_layout = [ - html.Br(), - H3("Transform"), - html.Div([transformation_component.layout()]), - html.Br(), - H3("Analyze"), - html.Div([panel.panel_layout() for panel in panels], id="panels"), - # html.Br(), - # *mp_section, -] - -banner = html.Div(id="banner") -if SETTINGS.DEBUG_MODE: - banner = html.Div( - [ - html.Br(), - MessageContainer( - [ - MessageHeader("Warning"), - MessageBody( - dcc.Markdown( - "The app is running in debug mode so will be slower than usual and error " - "messages may appear." - ) - ), - ], - kind="warning", - ), - ], - id="banner", - ) - -api_offline, api_error = True, "Unknown error connecting to Materials Project API." -try: - with MPRester() as mpr: - api_check = mpr._make_request("/api_check") - if not api_check.get("api_key_valid", False): - api_error = ( - "Materials Project API key not supplied or not valid, " - "please set PMG_MAPI_KEY in your environment." - ) - else: - api_offline = False -except Exception as exception: - api_error = str(exception) -if api_offline: - banner = html.Div( - [ - html.Br(), - MessageContainer( - [ - MessageHeader("Error: Cannot connect to Materials Project"), - MessageBody(api_error), - ], - kind="danger", - ), - ], - id="banner", - ) - - -# endregion - - -################################################################################ -# region CREATE OTHER LAYOUT ELEMENTS -################################################################################ - - -footer = Footer( - html.Div( - [ - dcc.Markdown( - f"App created by [Crystal Toolkit Development Team](https://github.com/materialsproject/crystaltoolkit/graphs/contributors). \n" - f"Bug reports and feature requests gratefully accepted, please send them to [@mkhorton](mailto:mkhorton@lbl.gov). \n" - f"Powered by [The Materials Project](https://materialsproject.org), " - f"[pymatgen v{pmg_version}](http://pymatgen.org) and " - f"[Dash by Plotly](https://plot.ly/products/dash/). " - f"Deployed on [Spin](http://www.nersc.gov/users/data-analytics/spin/)." - ) - ], - className="content has-text-centered", - ), - style={"padding": "1rem 1rem 1rem", "background-color": "inherit"}, -) - -panel_choices = dcc.Dropdown( - options=[{"label": panel.title, "value": idx} for idx, panel in enumerate(panels)], - multi=True, - value=[idx for idx in range(len(panels))], - id="panel-choices", -) - -panel_description = dcc.Markdown( - [ - "Crystal Toolkit offers various *panels* which each provide different ways " - "of analyzing, transforming or retrieving information about a material using " - "resources and tools available to The Materials Project. Some panels " - "retrieve data or run algorithms on demand, so please allow some time " - "for them to run. Explore these panels below." - ], - className="mpc-panel-description", -) - - -# endregion - - -################################################################################ -# region DEFINE MAIN LAYOUT -################################################################################ - -master_layout = Container( - [ - dcc.Location(id="url", refresh=False), - banner, - Section( - [ - Columns( - [ - Column( - [ - struct_component.title_layout(), - html.Div(style={"float": "right"}), - ] - ) - ] - ), - Columns( - [ - Column( - [ - # TODO: test responsiveness of layout on phone - Loading( - Box( - struct_component.layout(size="100%"), - style={ - "width": box_size, - "height": box_size, - "minWidth": "300px", - "minHeight": "300px", - "maxWidth": "600px", - "maxHeight": "600px", - "overflow": "hidden", - "padding": "0.25rem", - "marginBottom": "0.5rem", - }, - ) - ), - html.Div( - [ - html.Div( - struct_component.legend_layout(), - style={"float": "left"}, - ), - html.Div( - [struct_component.screenshot_layout()], - style={"float": "right"}, - ), - ], - style={ - "width": box_size, - "minWidth": "300px", - "marginBottom": "40px", - }, - ), - ], - narrow=True, - ), - Column( - [ - Reveal( - [ - search_component.layout(), - upload_component.layout(), - ], - title="Load Crystal", - open=True, - style={"lineHeight": "1"}, - id="load", - ), - Reveal( - [struct_component.options_layout()], - title="Display Options", - id="display-options", - ), - action_div, - ], - style={"width": box_size, "max-width": box_size}, - ), - ], - desktop_only=False, - centered=False, - ), - Columns([Column(body_layout)]), - ] - ), - Section(footer), - ] -) - -ctc.register_crystal_toolkit(layout=master_layout, app=app, cache=cache) - -# endregion - - -################################################################################ -# region SET UP APP-SPECIFIC CALLBACKS -################################################################################ - - -@app.callback(Output(search_component.id("input"), "value"), [Input("url", "href")]) -def update_search_term_on_page_load(href: str) -> str: - """ - If an mpid is provided in the url, load that mpid. Otherwise - load a random mpid from the DEFAULT_MPIDS global variable. - - Args: - href: e.g. "http://localhost:8050/mp-11358" - - Returns: an mpid - """ - if href is None: - raise PreventUpdate - pathname = str(parse.urlparse(href).path).split("/") - if len(pathname) <= 1: - raise PreventUpdate - elif not pathname[1]: - return choice(DEFAULT_MPIDS) - else: - return pathname[1].replace("+", " ") - - -@app.callback( - [ - Output(search_component.id("input"), "n_submit"), - Output(search_component.id("input"), "n_submit_timestamp"), - ], - [Input(search_component.id("input"), "value")], - [State(search_component.id("input"), "n_submit")], -) -def perform_search_on_page_load(search_term: str, n_submit: Optional[int]): - """ - Loading with an mpid in the URL requires populating the search term with - the mpid, this callback forces that search to then take place by force updating - n_submit and n_submit_timestamp props. - - Args: - search_term: e.g. mp-11358 - n_submit: - - Returns: (1, time in ms since 1970) - """ - # TODO: could be a client side callback - if n_submit is None: - return 1, int(round(time() * 1000)) - else: - raise PreventUpdate - - -@app.callback(Output("url", "pathname"), [Input(search_component.id(), "data")]) -def update_url_pathname_from_search_term(mpid: Optional[str]) -> str: - """ - Updates the URL from the search term. Technically a circular callback, - this is done to prevent the app seeming inconsistent from the end user. - - Args: - mpid: mpid - - Returns: mpid - """ - # TODO: could be a client side callback - if mpid is None: - raise PreventUpdate - return mpid - - -@app.callback( - Output(transformation_component.id("input_structure"), "data"), - [Input(search_component.id(), "data"), Input(upload_component.id(), "data")], -) -def master_update_structure(search_mpid: Optional[str], upload_data: Optional[str]): - """ - A new structure is loaded either from the search component or from the - upload component. This callback triggers the update, and uses the callback - context to determine which should take precedence if there is both a search - term and uploaded data present. - - Args: - search_mpid: e.g. "mp-11358" - upload_data: output of upload component, {"data": ..., "error" ...} - - Returns: an encoded Structure - """ - - if not search_mpid and not upload_data: - raise PreventUpdate - - if not dash.callback_context.triggered: - raise PreventUpdate - - if len(dash.callback_context.triggered) > 1: - # triggered by both on initial load - load_by = "mpid" - elif ( - dash.callback_context.triggered[0]["prop_id"] == search_component.id() + ".data" - ): - load_by = "mpid" - else: - load_by = "uploaded" - - upload_data = upload_data or {} - - if load_by == "mpid": - - if search_mpid is None: - raise PreventUpdate - - with MPRester() as mpr: - # TODO: add comprehensive fix to this in pymatgen - try: - struct = mpr.get_task_data(search_mpid, "structure")[0]["structure"] - print("Struct from task.") - except: - struct = mpr.get_structure_by_material_id(search_mpid) - print("Struct from material.") - else: - - struct = MPComponent.from_data(upload_data["data"]) - - return struct - - -# endregion - -################################################################################ -# Run server :-) -################################################################################ - - -if __name__ == "__main__": - app.run_server(debug=SETTINGS.DEBUG_MODE, port=8051) diff --git a/build/lib/crystal_toolkit/apps/tests/__init__.py b/build/lib/crystal_toolkit/apps/tests/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/build/lib/crystal_toolkit/apps/tests/test_main.py b/build/lib/crystal_toolkit/apps/tests/test_main.py deleted file mode 100644 index 1ed51953..00000000 --- a/build/lib/crystal_toolkit/apps/tests/test_main.py +++ /dev/null @@ -1,18 +0,0 @@ -from crystal_toolkit.apps.main import app -import time - - -def test_main_app_startup(dash_duo): - - dash_duo.start_server(app) - # dash_duo.clear_storage() - - dash_duo.wait_for_element("#StructureMoleculeComponent_title", timeout=4) - time.sleep(10) - - dash_duo.percy_snapshot("main_app_startup-layout") - dash_duo.take_snapshot("main_app_startup-layout") - - assert ( - dash_duo.get_logs() == [] - ), f"Browser console contains an error: {dash_duo.get_logs()}" diff --git a/build/lib/crystal_toolkit/components/__init__.py b/build/lib/crystal_toolkit/components/__init__.py deleted file mode 100644 index 461ad74c..00000000 --- a/build/lib/crystal_toolkit/components/__init__.py +++ /dev/null @@ -1,58 +0,0 @@ -from crystal_toolkit.core.mpcomponent import MPComponent - -register_app = MPComponent.register_app -register_cache = MPComponent.register_cache -register_crystal_toolkit = MPComponent.register_crystal_toolkit -crystal_toolkit_layout = MPComponent.crystal_toolkit_layout - -from crystal_toolkit.components.search import SearchComponent -from crystal_toolkit.components.structure import StructureMoleculeComponent - -# from crystal_toolkit.components.robocrys import RobocrysComponent - -from crystal_toolkit.components.diffraction import ( - XRayDiffractionComponent, - DiffractionPanelComponent, -) - -# from crystal_toolkit.components.xas import XASComponent, XASPanelComponent -from crystal_toolkit.components.download import DownloadPanelComponent -from crystal_toolkit.components.submit_snl import SubmitSNLPanel -from crystal_toolkit.components.symmetry import SymmetryPanel -from crystal_toolkit.components.upload import StructureMoleculeUploadComponent - -from crystal_toolkit.components.bandstructure import ( - BandstructureAndDosComponent, - BandstructureAndDosPanelComponent, -) - -# from crystal_toolkit.components.phase_diagram import ( -# PhaseDiagramComponent, -# PhaseDiagramPanelComponent, -# ) -# from crystal_toolkit.components.pourbaix import ( -# PourbaixDiagramComponent, -# PourbaixDiagramPanelComponent, -# ) -from crystal_toolkit.components.localenv import LocalEnvironmentPanel - -from crystal_toolkit.components.transformations.core import AllTransformationsComponent -from crystal_toolkit.components.transformations.autooxistatedecoration import ( - AutoOxiStateDecorationTransformationComponent, -) -from crystal_toolkit.components.transformations.cubic import ( - CubicSupercellTransformationComponent, -) -from crystal_toolkit.components.transformations.grainboundary import ( - GrainBoundaryTransformationComponent, -) -from crystal_toolkit.components.transformations.slab import SlabTransformationComponent -from crystal_toolkit.components.transformations.substitution import ( - SubstitutionTransformationComponent, -) -from crystal_toolkit.components.transformations.supercell import ( - SupercellTransformationComponent, -) -from crystal_toolkit.components.transformations.rattle import ( - MonteCarloRattleTransformationComponent, -) diff --git a/build/lib/crystal_toolkit/components/bandstructure.py b/build/lib/crystal_toolkit/components/bandstructure.py deleted file mode 100644 index 2986b13e..00000000 --- a/build/lib/crystal_toolkit/components/bandstructure.py +++ /dev/null @@ -1,958 +0,0 @@ -import itertools - -import numpy as np -import plotly.graph_objs as go -from dash.dependencies import Input, Output -from dash.exceptions import PreventUpdate - -from dash_mp_components import CrystalToolkitScene -from pymatgen.ext.matproj import MPRester -from pymatgen.core.periodic_table import Element -from pymatgen.electronic_structure.bandstructure import ( - BandStructureSymmLine, - BandStructure, -) -from pymatgen.electronic_structure.core import Spin -from pymatgen.electronic_structure.dos import CompleteDos -from pymatgen.electronic_structure.plotter import BSPlotter -from pymatgen.symmetry.bandstructure import HighSymmKpath - -from crystal_toolkit.core.scene import Scene, Lines, Spheres, Convex, Cylinders -from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import ( - Column, - Columns, - Label, - Loading, - MessageBody, - MessageContainer, - bandstructure_symm_line, - bs, - bsml, - dcc, - density_of_states, - dos, - dos_select, - elements, - get_bandstructure_traces, - get_data_list, - get_dos_traces, - html, - path_convention, -) - -# Author: Jason Munro -# Contact: jmunro@lbl.gov - -# TODO: think about moving functionality to BSPlotter, DosPlotter -# TODO: remove access to private attributes of BSPlotter - - -class BandstructureAndDosComponent(MPComponent): - def __init__( - self, - mpid=None, - bandstructure_symm_line=None, - density_of_states=None, - id=None, - **kwargs, - ): - - # this is a compound component, can be fed by mpid or - # by the BandStructure itself - super().__init__( - id=id, - default_data={ - "mpid": mpid, - "bandstructure_symm_line": bandstructure_symm_line, - "density_of_states": density_of_states, - }, - **kwargs, - ) - - @property - def _sub_layouts(self): - - # defaults - state = {"label-select": "lm", "dos-select": "ap"} - - bs, dos = BandstructureAndDosComponent._get_bs_dos(self.initial_data["default"]) - fig = BandstructureAndDosComponent.get_figure(bs, dos) - # Main plot - graph = Loading( - [ - dcc.Graph( - figure=fig, - config={"displayModeBar": False}, - responsive=True, - ) - ], - id=self.id("bsdos-div"), - ) - - # Brillouin zone - zone_scene = self.get_brillouin_zone_scene(bs) - zone = CrystalToolkitScene(data=zone_scene.to_json(), sceneSize="500px") - - # Hide by default if not loaded by mpid, switching between k-paths - # on-the-fly only supported for bandstructures retrieved from MP - show_path_options = bool(self.initial_data["default"]["mpid"]) - - # Convention selection for band structure - convention = html.Div( - [ - self.get_choice_input( - kwarg_label="path-convention", - state=state, - label="Path convention", - help_str="Convention to choose path in k-space", - options=[ - {"label": "Latimer-Munro", "value": "lm"}, - {"label": "Hinuma et al.", "value": "hin"}, - { - "label": "Setyawan-Curtarolo", - "value": "sc", - }, - ], - ) - ], - style={"width": "200px"} - if show_path_options - else {"max-width": "200", "display": "none"}, - id=self.id("path-container"), - ) - - # Equivalent labels across band structure conventions - label_select = html.Div( - [ - self.get_choice_input( - kwarg_label="label-select", - state=state, - label="Label convention", - help_str="Convention to choose labels for path in k-space", - options=[ - {"label": "Latimer-Munro", "value": "lm"}, - {"label": "Hinuma et al.", "value": "hin"}, - { - "label": "Setyawan-Curtarolo", - "value": "sc", - }, - ], - ) - ], - style={"width": "200px"} - if show_path_options - else {"width": "200px", "display": "none"}, - id=self.id("label-container"), - ) - - # Density of states data selection - dos_select = self.get_choice_input( - kwarg_label="dos-select", - state=state, - label="Projection", - help_str="Choose projection", - options=[{"label": "Atom Projected", "value": "ap"}], - style={"width": "200px"}, - ) - - table = get_data_list(self._get_data_list_dict(bs, dos)) - - return { - "graph": graph, - "convention": convention, - "dos-select": dos_select, - "label-select": label_select, - "zone": zone, - "table": table, - } - - def layout(self): - return html.Div( - [ - Columns([Column([self._sub_layouts["graph"]])]), - Columns( - [ - Column( - [ - self._sub_layouts["convention"], - self._sub_layouts["label-select"], - self._sub_layouts["dos-select"], - ] - ) - ] - ), - Columns( - [ - Column([Label("Summary"), self._sub_layouts["table"]]), - Column([Label("Brillouin Zone"), self._sub_layouts["zone"]]), - ] - ), - ] - ) - - @staticmethod - def _get_bs_dos(data): - - data = data or {} - - # this component can be loaded either from mpid or - # directly from BandStructureSymmLine or CompleteDos objects - # if mpid is supplied, this is preferred - - mpid = data.get("mpid") - bandstructure_symm_line = data.get("bandstructure_symm_line") - density_of_states = data.get("density_of_states") - - if not mpid and (bandstructure_symm_line is None or density_of_states is None): - return None, None - - if mpid: - - with MPRester() as mpr: - - try: - bandstructure_symm_line = mpr.get_bandstructure_by_material_id(mpid) - except Exception as exc: - print(exc) - bandstructure_symm_line = None - - try: - density_of_states = mpr.get_dos_by_material_id(mpid) - except Exception as exc: - print(exc) - density_of_states = None - - else: - - if bandstructure_symm_line and isinstance(bandstructure_symm_line, dict): - bandstructure_symm_line = BandStructureSymmLine.from_dict( - bandstructure_symm_line - ) - - if density_of_states and isinstance(density_of_states, dict): - density_of_states = CompleteDos.from_dict(density_of_states) - - return bandstructure_symm_line, density_of_states - - @staticmethod - def get_ifermi_scene(bs: BandStructure) -> Scene: - pass - - @staticmethod - def get_brillouin_zone_scene(bs: BandStructureSymmLine) -> Scene: - - if not bs: - return Scene(name="brillouin_zone", contents=[]) - - # TODO: from BSPlotter, merge back into BSPlotter - # Brillouin zone - bz_lattice = bs.structure.lattice.reciprocal_lattice - bz = bz_lattice.get_wigner_seitz_cell() - lines = [] - for iface in range(len(bz)): # pylint: disable=C0200 - for line in itertools.combinations(bz[iface], 2): - for jface in range(len(bz)): - if ( - iface < jface - and any(np.all(line[0] == x) for x in bz[jface]) - and any(np.all(line[1] == x) for x in bz[jface]) - ): - lines += [list(line[0]), list(line[1])] - - zone_lines = Lines(positions=lines) - zone_surface = Convex(positions=lines, opacity=0.05, color="#000000") - - # - Strip latex math wrapping for labels - # TODO: add to string utils in pymatgen - str_replace = { - "$": "", - "\\mid": "|", - "\\Gamma": "Γ", - "\\Sigma": "Σ", - "GAMMA": "Γ", - "_1": "₁", - "_2": "₂", - "_3": "₃", - "_4": "₄", - "_{1}": "₁", - "_{2}": "₂", - "_{3}": "₃", - "_{4}": "₄", - "^{*}": "*", - } - - labels = {} - for k in bs.kpoints: - if k.label: - label = k.label - for orig, new in str_replace.items(): - label = label.replace(orig, new) - labels[label] = bz_lattice.get_cartesian_coords(k.frac_coords) - labels = [ - Spheres(positions=[coords], tooltip=label, radius=0.03, color="#5EB1BF") - for label, coords in labels.items() - ] - - path = [] - cylinder_pairs = [] - for b in bs.branches: - start = bz_lattice.get_cartesian_coords( - bs.kpoints[b["start_index"]].frac_coords - ) - end = bz_lattice.get_cartesian_coords( - bs.kpoints[b["end_index"]].frac_coords - ) - path += [start, end] - cylinder_pairs += [[start, end]] - # path_lines = Lines(positions=path, color="#ff4b5c",) - path_lines = Cylinders( - positionPairs=cylinder_pairs, color="#5EB1BF", radius=0.01 - ) - ibz_region = Convex(positions=path, opacity=0.2, color="#5EB1BF") - - contents = [zone_lines, zone_surface, path_lines, ibz_region, *labels] - - cbm = bs.get_cbm()["kpoint"] - vbm = bs.get_vbm()["kpoint"] - - if cbm and vbm: - - if cbm.label: - cbm_label = cbm.label - for orig, new in str_replace.items(): - cbm_label = cbm_label.replace(orig, new) - cbm_label = f"CBM at {cbm_label}" - else: - cbm_label = "CBM" - - if cbm == vbm: - cbm_label = f"VBM and {cbm_label}" - - cbm_coords = bz_lattice.get_cartesian_coords(cbm.frac_coords) - cbm = Spheres( - positions=[cbm_coords], tooltip=cbm_label, radius=0.05, color="#7E259B" - ) - - contents.append(cbm) - - if cbm != vbm: - if vbm.label: - vbm_label = vbm.label - for orig, new in str_replace.items(): - vbm_label = vbm_label.replace(orig, new) - vbm_label = f"VBM at {vbm_label}" - else: - vbm_label = "VBM" - - vbm_coords = bz_lattice.get_cartesian_coords(vbm.frac_coords) - vbm = Spheres( - positions=[vbm_coords], - tooltip=vbm_label, - radius=0.05, - color="#7E259B", - ) - - contents.append(vbm) - - return Scene(name="brillouin_zone", contents=contents) - - @staticmethod - def get_bandstructure_traces(bs, path_convention, energy_window=(-6.0, 10.0)): - - if path_convention == "lm": - bs = HighSymmKpath.get_continuous_path(bs) - - bs_reg_plot = BSPlotter(bs) - - bs_data = bs_reg_plot.bs_plot_data(split_branches=False) - - bands = [] - for band_num in range(bs.nb_bands): - for segment in bs_data["energy"][str(Spin.up)]: - if any(segment[band_num] <= energy_window[1]) and any( - segment[band_num] >= energy_window[0] - ): - bands.append(band_num) - - bstraces = [] - - cbm = bs.get_cbm() - vbm = bs.get_vbm() - - cbm_new = bs_data["cbm"] - vbm_new = bs_data["vbm"] - - bar_loc = [] - - for d, dist_val in enumerate(bs_data["distances"]): - - x_dat = dist_val - - traces_for_segment = [] - - segment = bs_data["energy"][str(Spin.up)][d] - - traces_for_segment += [ - { - "x": x_dat, - "y": segment[band_num], - "mode": "lines", - "line": {"color": "#1f77b4"}, - "hoverinfo": "skip", - "name": "spin ↑" if bs.is_spin_polarized else "Total", - "hovertemplate": "%{y:.2f} eV", - "showlegend": False, - "xaxis": "x", - "yaxis": "y", - } - for band_num in bands - ] - - if bs.is_spin_polarized: - traces_for_segment += [ - { - "x": x_dat, - "y": [ - bs_data["energy"][str(Spin.down)][d][i][j] - for j in range(len(bs_data["distances"][d])) - ], - "mode": "lines", - "line": {"color": "#ff7f0e", "dash": "dot"}, - "hoverinfo": "skip", - "showlegend": False, - "name": "spin ↓", - "hovertemplate": "%{y:.2f} eV", - "xaxis": "x", - "yaxis": "y", - } - for i in bands - ] - - bstraces += traces_for_segment - - bar_loc.append(dist_val[-1]) - - # - Strip latex math wrapping for labels - str_replace = { - "$": "", - "\\mid": "|", - "\\Gamma": "Γ", - "\\Sigma": "Σ", - "GAMMA": "Γ", - "_1": "₁", - "_2": "₂", - "_3": "₃", - "_4": "₄", - "_{1}": "₁", - "_{2}": "₂", - "_{3}": "₃", - "_{4}": "₄", - "^{*}": "*", - } - - for entry_num in range(len(bs_data["ticks"]["label"])): - for key in str_replace.keys(): - if key in bs_data["ticks"]["label"][entry_num]: - bs_data["ticks"]["label"][entry_num] = bs_data["ticks"]["label"][ - entry_num - ].replace(key, str_replace[key]) - - # Vertical lines for disjointed segments - vert_traces = [ - { - "x": [x_point, x_point], - "y": energy_window, - "mode": "lines", - "marker": {"color": "white"}, - "hoverinfo": "skip", - "showlegend": False, - "xaxis": "x", - "yaxis": "y", - } - for x_point in bar_loc - ] - - bstraces += vert_traces - - # Dots for cbm and vbm - - dot_traces = [ - { - "x": [x_point], - "y": [y_point], - "mode": "markers", - "marker": { - "color": "#7E259B", - "size": 16, - "line": {"color": "white", "width": 2}, - }, - "showlegend": False, - "hoverinfo": "text", - "name": "", - "hovertemplate": "CBM: k = {}, {} eV".format( - list(cbm["kpoint"].frac_coords), cbm["energy"] - ), - "xaxis": "x", - "yaxis": "y", - } - for (x_point, y_point) in set(cbm_new) - ] + [ - { - "x": [x_point], - "y": [y_point], - "mode": "marker", - "marker": { - "color": "#7E259B", - "size": 16, - "line": {"color": "white", "width": 2}, - }, - "showlegend": False, - "hoverinfo": "text", - "name": "", - "hovertemplate": "VBM: k = {}, {} eV".format( - list(vbm["kpoint"].frac_coords), vbm["energy"] - ), - "xaxis": "x", - "yaxis": "y", - } - for (x_point, y_point) in set(vbm_new) - ] - - bstraces += dot_traces - - return bstraces, bs_data - - @staticmethod - def get_dos_traces(dos, dos_select, energy_window=(-6.0, 10.0)): - - dostraces = [] - - dos_max = np.abs(dos.energies - dos.efermi - energy_window[1]).argmin() - dos_min = np.abs(dos.energies - dos.efermi - energy_window[0]).argmin() - - # TODO: pymatgen should have a property here - spin_polarized = len(dos.densities.keys()) == 2 - - if spin_polarized: - # Add second spin data if available - trace_tdos = { - "x": -1.0 * dos.densities[Spin.down][dos_min:dos_max], - "y": dos.energies[dos_min:dos_max] - dos.efermi, - "mode": "lines", - "name": "Total DOS (spin ↓)", - "line": go.scatter.Line(color="#444444", dash="dot"), - "fill": "tozerox", - "fillcolor": "#C4C4C4", - "xaxis": "x2", - "yaxis": "y2", - } - - dostraces.append(trace_tdos) - - tdos_label = "Total DOS (spin ↑)" - else: - tdos_label = "Total DOS" - - # Total DOS - trace_tdos = { - "x": dos.densities[Spin.up][dos_min:dos_max], - "y": dos.energies[dos_min:dos_max] - dos.efermi, - "mode": "lines", - "name": tdos_label, - "line": go.scatter.Line(color="#444444"), - "fill": "tozerox", - "fillcolor": "#C4C4C4", - "legendgroup": "spinup", - "xaxis": "x2", - "yaxis": "y2", - } - - dostraces.append(trace_tdos) - - ele_dos = dos.get_element_dos() - [str(entry) for entry in ele_dos.keys()] - - if dos_select == "ap": - proj_data = ele_dos - elif dos_select == "op": - proj_data = dos.get_spd_dos() - elif "orb" in dos_select: - proj_data = dos.get_element_spd_dos(Element(dos_select.replace("orb", ""))) - else: - raise PreventUpdate - - # Projected DOS - count = 0 - colors = [ - "#d62728", # brick red - "#2ca02c", # cooked asparagus green - "#17becf", # blue-teal - "#bcbd22", # curry yellow-green - "#9467bd", # muted purple - "#8c564b", # chestnut brown - "#e377c2", # raspberry yogurt pink - ] - - for label in proj_data.keys(): - - if spin_polarized: - trace = { - "x": -1.0 * proj_data[label].densities[Spin.down][dos_min:dos_max], - "y": dos.energies[dos_min:dos_max] - dos.efermi, - "mode": "lines", - "name": str(label) + " (spin ↓)", - "line": dict(width=3, color=colors[count], dash="dot"), - "xaxis": "x2", - "yaxis": "y2", - } - - dostraces.append(trace) - spin_up_label = str(label) + " (spin ↑)" - - else: - spin_up_label = str(label) - - trace = { - "x": proj_data[label].densities[Spin.up][dos_min:dos_max], - "y": dos.energies[dos_min:dos_max] - dos.efermi, - "mode": "lines", - "name": spin_up_label, - "line": dict(width=2, color=colors[count]), - "xaxis": "x2", - "yaxis": "y2", - } - - dostraces.append(trace) - - count += 1 - - return dostraces - - @staticmethod - def get_figure( - bs, dos, path_convention="sc", dos_select="ap", energy_window=(-6.0, 10.0) - ): - - if (not dos) and (not bs): - - empty_plot_style = { - "xaxis": {"visible": False}, - "yaxis": {"visible": False}, - "paper_bgcolor": "rgba(0,0,0,0)", - "plot_bgcolor": "rgba(0,0,0,0)", - } - - return go.Figure(layout=empty_plot_style) - - if bs: - bstraces, bs_data = BandstructureAndDosComponent.get_bandstructure_traces( - bs, path_convention=path_convention, energy_window=energy_window - ) - - if dos: - dostraces = BandstructureAndDosComponent.get_dos_traces( - dos, dos_select=dos_select, energy_window=energy_window - ) - - # TODO: add logic to handle if bstraces and/or dostraces not present - - rmax = max( - [ - max(dostraces[0]["x"]), - abs(min(dostraces[0]["x"])), - max(dostraces[1]["x"]), - abs(min(dostraces[1]["x"])), - ] - ) - - # -- Add trace data to plots - - xaxis_style = dict( - title=dict(text="Wave Vector", font=dict(size=16)), - tickmode="array", - tickvals=bs_data["ticks"]["distance"], - ticktext=bs_data["ticks"]["label"], - tickfont=dict(size=16), - ticks="inside", - tickwidth=2, - showgrid=False, - showline=True, - zeroline=False, - linewidth=2, - mirror=True, - range=[0, bs_data["ticks"]["distance"][-1]], - linecolor="rgb(71,71,71)", - gridcolor="white", - ) - - yaxis_style = dict( - title=dict(text="E−Efermi (eV)", font=dict(size=16)), - tickfont=dict(size=16), - showgrid=False, - showline=True, - zeroline=True, - mirror="ticks", - ticks="inside", - linewidth=2, - tickwidth=2, - zerolinewidth=2, - range=[-5, 9], - linecolor="rgb(71,71,71)", - gridcolor="white", - zerolinecolor="white", - ) - - xaxis_style_dos = dict( - title=dict(text="Density of States", font=dict(size=16)), - tickfont=dict(size=16), - showgrid=False, - showline=True, - zeroline=False, - mirror=True, - ticks="inside", - linewidth=2, - tickwidth=2, - range=[ - -rmax * 1.1 * int(len(bs_data["energy"].keys()) == 2), - rmax * 1.1, - ], - linecolor="rgb(71,71,71)", - gridcolor="white", - zerolinecolor="white", - zerolinewidth=2, - ) - - yaxis_style_dos = dict( - tickfont=dict(size=16), - showgrid=False, - showline=True, - zeroline=True, - showticklabels=False, - mirror="ticks", - ticks="inside", - linewidth=2, - tickwidth=2, - zerolinewidth=2, - range=[-5, 9], - linecolor="rgb(71,71,71)", - gridcolor="white", - zerolinecolor="white", - matches="y", - anchor="x2", - ) - - layout = dict( - title="", - xaxis1=xaxis_style, - xaxis2=xaxis_style_dos, - yaxis=yaxis_style, - yaxis2=yaxis_style_dos, - showlegend=True, - height=500, - width=1000, - hovermode="closest", - paper_bgcolor="rgba(0,0,0,0)", - plot_bgcolor="rgba(230,230,230,230)", - margin=dict(l=60, b=50, t=50, pad=0, r=30), - # clickmode="event+select" - ) - - figure = {"data": bstraces + dostraces, "layout": layout} - - legend = dict( - x=1.02, - y=1.005, - xanchor="left", - yanchor="top", - bordercolor="#333", - borderwidth=2, - traceorder="normal", - ) - - figure["layout"]["legend"] = legend - - figure["layout"]["xaxis1"]["domain"] = [0.0, 0.7] - figure["layout"]["xaxis2"]["domain"] = [0.73, 1.0] - - return figure - - @staticmethod - def _get_data_list_dict(bs, dos): - - return { - "Band Gap": "... eV", - "Direct Gap": "...", - "CBM": "...", - "VBM": "...", - "Spin Polarization": "...", - } - - def generate_callbacks(self, app, cache): - @app.callback( - Output(self.id("bsdos-div"), "children"), [Input(self.id("traces"), "data")] - ) - def update_graph(traces): - - if traces == "error": - search_error = ( - MessageContainer( - [ - MessageBody( - dcc.Markdown( - "Band structure and density of states not available for this selection." - ) - ) - ], - kind="warning", - ), - ) - return search_error - - if traces is None: - raise PreventUpdate - - figure = self.get_figure(bs, dos, path_convention, dos_select) - - return [ - dcc.Graph( - figure=figure, config={"displayModeBar": False}, responsive=True - ) - ] - - @app.callback( - [ - Output(self.id("label-select"), "value"), - Output(self.id("label-container"), "style"), - ], - [ - Input(self.id("mpid"), "data"), - Input(self.id("path-convention"), "value"), - ], - ) - def update_label_select(mpid, path_convention): - if not mpid: - raise PreventUpdate - else: - - label_value = path_convention - label_style = {"max-width": "200"} - - return [label_value, label_style] - - @app.callback( - [ - Output(self.id("dos-select"), "options"), - Output(self.id("path-convention"), "options"), - Output(self.id("path-container"), "style"), - ], - [Input(self.id("elements"), "data"), Input(self.id("mpid"), "data")], - ) - def update_select(elements, mpid): - if elements is None: - raise PreventUpdate - elif not mpid: - dos_options = ( - [{"label": "Element Projected", "value": "ap"}] - + [{"label": "Orbital Projected - Total", "value": "op"}] - + [ - { - "label": "Orbital Projected - " + str(ele_label), - "value": "orb" + str(ele_label), - } - for ele_label in elements - ] - ) - - path_options = [{"label": "N/A", "value": "sc"}] - path_style = {"max-width": "200", "display": "none"} - - return [dos_options, path_options, path_style] - else: - dos_options = ( - [{"label": "Element Projected", "value": "ap"}] - + [{"label": "Orbital Projected - Total", "value": "op"}] - + [ - { - "label": "Orbital Projected - " + str(ele_label), - "value": "orb" + str(ele_label), - } - for ele_label in elements - ] - ) - - path_options = [ - {"label": "Setyawan-Curtarolo", "value": "sc"}, - {"label": "Latimer-Munro", "value": "lm"}, - {"label": "Hinuma et al.", "value": "hin"}, - ] - - path_style = {"max-width": "200"} - - return [dos_options, path_options, path_style] - - @app.callback( - [Output(self.id("traces"), "data"), Output(self.id("elements"), "data")], - [ - Input(self.id(), "data"), - Input(self.id("path-convention"), "value"), - Input(self.id("dos-select"), "value"), - Input(self.id("label-select"), "value"), - ], - ) - def bs_dos_data( - data, - path_convention, - dos_select, - label_select, - ): - - # Obtain bands to plot over and generate traces for bs data: - energy_window = (-6.0, 10.0) - - traces = [] - - if bandstructure_symm_line: - bstraces = get_bandstructure_traces( - bsml, path_convention, energy_window=energy_window - ) - traces.append(bstraces) - - if density_of_states: - dostraces = get_dos_traces( - density_of_states, energy_window=energy_window, spin_polarized=... - ) - traces.append(dostraces) - - # traces = [bstraces, dostraces, bs_data] - - return (traces, elements) - - -class BandstructureAndDosPanelComponent(PanelComponent): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.bs = BandstructureAndDosComponent() - self.bs.attach_from(self, this_store_name="mpid") - - @property - def title(self): - return "Band Structure and Density of States" - - @property - def description(self): - return "Display the band structure and density of states for this structure \ - if it has been calculated by the Materials Project." - - @property - def initial_contents(self): - return html.Div( - [ - super().initial_contents, - html.Div([self.bs.standard_layout], style={"display": "none"}), - ] - ) - - def update_contents(self, new_store_contents, *args): - return self.bs.standard_layout diff --git a/build/lib/crystal_toolkit/components/diffraction.py b/build/lib/crystal_toolkit/components/diffraction.py deleted file mode 100644 index 7a98c695..00000000 --- a/build/lib/crystal_toolkit/components/diffraction.py +++ /dev/null @@ -1,469 +0,0 @@ -import dash_core_components as dcc -import dash_html_components as html -import math -import numpy as np -from dash import callback_context -from scipy.special import wofz -import plotly.graph_objs as go -from dash.dependencies import Input, Output -from dash.exceptions import PreventUpdate - -from pymatgen.symmetry.analyzer import SpacegroupAnalyzer - - -# Scherrer equation: -# Langford, J. Il, and A. J. C. Wilson. "Scherrer after sixty years: a survey and some new results in the determination of crystallite size." Journal of applied crystallography 11.2 (1978): 102-113. -# https://doi.org/10.1107/S0021889878012844 - - -# def __init__(self, symprec: float = None, voltage: float = 200, -# beam_direction: Tuple[int, int, int] = (0, 0, 1), camera_length: int = 160, -# debye_waller_factors: Dict[str, float] = None, cs: float = 1) -> None: - -from pymatgen.analysis.diffraction.xrd import XRDCalculator, WAVELENGTHS - -from crystal_toolkit.helpers.layouts import Box, Column, Columns, Loading -from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.core.panelcomponent import PanelComponent - - -# Author: Matthew McDermott -# Contact: mcdermott@lbl.gov - - -class TEMDiffractionComponent(MPComponent): - def layout(self): - return Columns( - [ - Column([self._sub_layouts["graph"]], size=8), - Column( - [ - self._sub_layouts["x_axis"], - self._sub_layouts["rad_source"], - self._sub_layouts["shape_factor"], - self._sub_layouts["peak_profile"], - self._sub_layouts["crystallite_size"], - ], - size=4, - ), - ], - id=self.id("inner-contents"), - ) - - def generate_callbacks(self, app, cache): - pass - - -class XRayDiffractionComponent(MPComponent): - # TODO: add pole figures for a given single peak for help quantifying texture - - def __init__(self, *args, initial_structure=None, **kwargs): - super().__init__(*args, **kwargs) - self.create_store("struct", initial_data=initial_structure) - - # Default XRD plot style settings - default_xrd_plot_style = dict( - xaxis={ - "title": "2𝜃 / º", - "anchor": "y", - "mirror": "ticks", - "nticks": 8, - "showgrid": True, - "showline": True, - "side": "bottom", - "tickfont": {"size": 16.0}, - "ticks": "inside", - "titlefont": {"size": 16.0}, - "type": "linear", - "zeroline": False, - }, - yaxis={ - "title": "Intensity / arb. units", - "anchor": "x", - "mirror": "ticks", - "nticks": 7, - "showgrid": True, - "showline": True, - "side": "left", - "tickfont": {"size": 16.0}, - "ticks": "inside", - "titlefont": {"size": 16.0}, - "type": "linear", - "zeroline": False, - }, - autosize=True, - hovermode="x", - height=225, - showlegend=False, - paper_bgcolor="rgba(0,0,0,0)", - plot_bgcolor="rgba(0,0,0,0)", - margin=dict(l=60, b=50, t=50, pad=0, r=30), - title="X-ray Diffraction Pattern", - ) - - empty_plot_style = { - "xaxis": {"visible": False}, - "yaxis": {"visible": False}, - "paper_bgcolor": "rgba(0,0,0,0)", - "plot_bgcolor": "rgba(0,0,0,0)", - } - - @staticmethod - def G(x, c, alpha): - """Return c-centered Gaussian line shape at x with HWHM alpha""" - return ( - np.sqrt(np.log(2) / np.pi) - / alpha - * np.exp(-(((x - c) / alpha) ** 2) * np.log(2)) - ) - - @staticmethod - def L(x, c, gamma): - """Return c-centered Lorentzian line shape at x with HWHM gamma""" - return gamma / (np.pi * ((x - c) ** 2 + gamma**2)) - - @staticmethod - def V(x, c, alphagamma): - """Return the c-centered Voigt line shape at x, scaled to match HWHM of Gaussian and Lorentzian profiles.""" - alpha = 0.61065 * alphagamma - gamma = 0.61065 * alphagamma - sigma = alpha / np.sqrt(2 * np.log(2)) - return np.real(wofz(((x - c) + 1j * gamma) / (sigma * np.sqrt(2)))) / ( - sigma * np.sqrt(2 * np.pi) - ) - - @staticmethod - def twotheta_to_q(twotheta, xray_wavelength): - """ - Convert twotheta to Q. - - :param twotheta: in degrees - :param xray_wavelength: in Ångstroms - :return: - """ - # thanks @rwoodsrobinson - return (4 * np.pi / xray_wavelength) * np.sin(np.deg2rad(twotheta)) - - def grain_to_hwhm(self, tau, two_theta, K=0.9, wavelength="CuKa"): - """ - :param tau: grain size in nm - :param two_theta: angle (in 2-theta) - :param K: shape factor (default 0.9) - :param wavelength: wavelength radiation in nm - :return: half-width half-max (alpha or gamma), for line profile - """ - wavelength = WAVELENGTHS[wavelength] - # factor of 0.1 to convert wavelength to nm - return ( - 0.5 * K * 0.1 * wavelength / (tau * abs(np.cos(two_theta / 2))) - ) # Scherrer equation for half-width half max - - @property - def _sub_layouts(self): - - state = { - "peak_profile": "G", - "shape_factor": 0.94, - "rad_source": "CuKa", - "x_axis": "twotheta", - "crystallite_size": 0.1, - } - - # download - - # Main plot - graph = Loading( - [ - dcc.Graph( - figure=go.Figure(layout=XRayDiffractionComponent.empty_plot_style), - id=self.id("xrd-plot"), - config={ - "displayModeBar": False, # or "hover", - "plotGlPixelRatio": 2, - "displaylogo": False, - # "modeBarButtons": [["toImage"]], # to only add an image download button - "toImageButtonOptions": { - "format": "png", - "filename": "xrd", - "scale": 4, - "width": 600, - "height": 400, - }, - "editable": True, - }, - responsive=True, - animate=False, - ) - ] - ) - - # Broaden peaks - - # Radiation source selector - rad_source = self.get_choice_input( - kwarg_label="rad_source", - state=state, - label="Radiation source", - help_str="...", - options=[ - {"label": wav.replace("a", "α").replace("b", "β"), "value": wav} - for wav in WAVELENGTHS.keys() - ], - ) - - # Shape factor input - shape_factor = self.get_numerical_input( - kwarg_label="shape_factor", - state=state, - label="Shape Factor", - help_str="""The peak profile determines what distribute characterizes the broadening of an XRD pattern. -Two extremes are Gaussian distributions, which are useful for peaks with more rounded tops (typically due to strain -broadening) and Lorentzian distributions, which are useful for peaks with sharper top (typically due to size -distributions and dislocations). In reality, peak shapes usually follow a Voigt distribution, which is a convolution of -Gaussian and Lorentzian peak shapes, with the contribution to both Gaussian and Lorentzian components sample and instrument -dependent. Here, both contributions are equally weighted if Voigt is chosen.""", - ) - - # Peak profile selector (Gaussian, Lorentzian, Voigt) - peak_profile = self.get_choice_input( - kwarg_label="peak_profile", - state=state, - label="Peak Profile", - help_str="""The shape factor K, also known as the “Scherrer constant” is a dimensionless - quantity to obtain an actual particle size from an apparent particle size determined from XRD. The discrepancy is - because the shape of an individual crystallite will change the resulting diffraction broadening. Commonly, a value - of 0.94 for isotropic crystals in a spherical shape is used. However, in practice K can vary from 0.62 to 2.08.""", - options=[ - {"label": "Gaussian", "value": "G"}, - {"label": "Lorentzian", "value": "L"}, - {"label": "Voigt", "value": "V"}, - ], - ) - - # 2Theta or Q for x-axis - x_axis_choice = self.get_choice_input( - kwarg_label="x_axis", - state=state, - label="Choice of 𝑥 axis", - help_str="Can choose between 2𝜃 or Q, where Q is the magnitude of the reciprocal lattice and " - "independent of radiation source.", # TODO: improve - options=[ - {"label": "2𝜃", "value": "twotheta"}, - {"label": "Q", "value": "Q"}, - ], - ) - - # Crystallite size selector (via Scherrer Equation) - crystallite_size = self.get_slider_input( - kwarg_label="crystallite_size", - label="Scherrer crystallite size / nm", - state=state, - help_str="...", - marks={i: f"{10**i}" for i in range(-1, 3)}, - min=-1, - max=2, - step=0.01, - ) - - return { - "x_axis": x_axis_choice, - "graph": graph, - "rad_source": rad_source, - "peak_profile": peak_profile, - "shape_factor": shape_factor, - "crystallite_size": crystallite_size, - } - - def layout(self): - return Columns( - [ - Column( - [Box([self._sub_layouts["graph"]])], - size=8, - style={"height": "600px"}, - ), - Column( - [ - self._sub_layouts["x_axis"], - self._sub_layouts["rad_source"], - self._sub_layouts["shape_factor"], - self._sub_layouts["peak_profile"], - self._sub_layouts["crystallite_size"], - ], - size=4, - ), - ] - ) - - def generate_callbacks(self, app, cache): - @app.callback( - Output(self.id("xrd-plot"), "figure"), - [ - Input(self.id(), "data"), - Input(self.get_kwarg_id("crystallite_size"), "value"), - Input(self.get_kwarg_id("rad_source"), "value"), - Input(self.get_kwarg_id("peak_profile"), "value"), - Input(self.get_kwarg_id("shape_factor"), "value"), - Input(self.get_kwarg_id("x_axis"), "value"), - ], - ) - def update_graph(data, logsize, rad_source, peak_profile, K, x_axis): - - if not data: - raise PreventUpdate - - kwargs = self.reconstruct_kwargs_from_state(callback_context.inputs) - - if not kwargs: - raise PreventUpdate - - peak_profile = kwargs["peak_profile"] - K = kwargs["shape_factor"] - rad_source = kwargs["rad_source"] - logsize = kwargs["crystallite_size"] - - x_peak = data["x"] - y_peak = data["y"] - d_hkls = data["d_hkls"] - grain_size = 10**logsize - - hkl_list = [hkl[0]["hkl"] for hkl in data["hkls"]] - hkls = [ - "hkl: (" + " ".join([str(i) for i in hkl]) + ")" for hkl in hkl_list - ] # convert to (h k l) format - - annotations = [ - f"2𝜃: {round(peak_x,3)}
      Intensity: {round(peak_y,3)}
      {hkl}
      d: {round(d, 3)}" - for peak_x, peak_y, hkl, d in zip(x_peak, y_peak, hkls, d_hkls) - ] # text boxes - - first = x_peak[0] - last = x_peak[-1] - domain = last - first # find total domain of angles in pattern - length = len(x_peak) - - num_sigma = {"G": 5, "L": 12, "V": 12}[peak_profile] - - # optimal number of points per degree determined through usage experiments - if logsize > 1: - N_density = 150 * (logsize**4) # scaled to log size to the 4th power - else: - N_density = 150 - - N = int(N_density * domain) # num total points - x = np.linspace(first, last, N).tolist() - y = np.zeros(len(x)).tolist() - - for xp, yp in zip(x_peak, y_peak): - alpha = self.grain_to_hwhm( - grain_size, math.radians(xp / 2), K=float(K), wavelength=rad_source - ) - sigma = (alpha / np.sqrt(2 * np.log(2))).item() - - center_idx = int(round((xp - first) * N_density)) - half_window = int( - round(num_sigma * sigma * N_density) - ) # i.e. total window of 2 * num_sigma - - lb = max([0, (center_idx - half_window)]) - ub = min([N, (center_idx + half_window)]) - - G0 = getattr(self, peak_profile)(0, 0, alpha) - for i, j in zip(range(lb, ub), range(lb, ub)): - y[j] += yp * getattr(self, peak_profile)(x[i], xp, alpha) / G0 - - layout = self.default_xrd_plot_style - - if kwargs["x_axis"] == "Q": - x_peak = self.twotheta_to_q(x_peak, WAVELENGTHS[rad_source]) - x = self.twotheta_to_q(x, WAVELENGTHS[rad_source]) - layout["xaxis"]["title"] = "Q / Å⁻¹" - else: - layout["xaxis"]["title"] = "2𝜃 / º" - layout["xaxis"]["range"] = [min(x), max(x)] - bar_width = 0.003 * ( - max(x) - min(x) - ) # set width of bars to 0.5% of the domain - - plotdata = [ - go.Bar( - x=x_peak, - y=y_peak, - width=[bar_width] * length, - hoverinfo="text", - text=annotations, - opacity=0.8, - marker={"color": "black"}, - ), - go.Scatter(x=x, y=y, hoverinfo="none"), - ] - plot = go.Figure(data=plotdata, layout=layout) - - return plot - - @app.callback( - Output(self.id(), "data"), - [ - Input(self.id("struct"), "data"), - Input(self.get_kwarg_id("rad_source"), "value"), - ], - ) - def pattern_from_struct(struct, rad_source): - - if struct is None or not rad_source: - raise PreventUpdate - - struct = self.from_data(struct) - rad_source = self.reconstruct_kwarg_from_state( - callback_context.inputs, "rad_source" - ) - - sga = SpacegroupAnalyzer(struct) - struct = ( - sga.get_conventional_standard_structure() - ) # always get conventional structure - - xrdc = XRDCalculator( - wavelength=WAVELENGTHS[rad_source], symprec=0, debye_waller_factors=None - ) - data = xrdc.get_pattern(struct, two_theta_range=None) - - return data.as_dict() - - -class DiffractionPanelComponent(PanelComponent): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.xrd = XRayDiffractionComponent(links={"struct": self.id()}) - self.tem = TEMDiffractionComponent(links={"default": self.id()}) - - @property - def title(self): - return "Diffraction Pattern" - - @property - def description(self): - return ( - "Display powder or single crystal diffraction patterns for this structure." - ) - - def contents_layout(self) -> html.Div: - - state = {"mode": "powder"} - - # mode selector - mode = self.get_choice_input( - kwarg_label="mode", - state=state, - label="Mode", - help_str="""Select whether to generate a powder diffraction pattern - (a pattern averaged over all orientations of a polycrystalline material) - or a single crystal diffraction pattern (a diffraction pattern generated - from a single crystal structure.""", - options=[ - {"value": "powder", "label": "Powder"}, - {"value": "single", "label": "Single Crystal"}, - ], - ) - - return html.Div([Columns(Column(mode)), self.xrd.layout()]) diff --git a/build/lib/crystal_toolkit/components/download.py b/build/lib/crystal_toolkit/components/download.py deleted file mode 100644 index 3a508dde..00000000 --- a/build/lib/crystal_toolkit/components/download.py +++ /dev/null @@ -1,94 +0,0 @@ -import dash_html_components as html -from dash import callback_context - -from dash.dependencies import Input, Output - -from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import Button, Icon - -from base64 import b64encode - - -class DownloadPanelComponent(PanelComponent): - - # human-readable label to file extension - struct_options = { - "CIF": "cif", - "POSCAR": "poscar", - "JSON": "json", - "Prismatic": "prismatic", - } - - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - - @property - def title(self): - return "Download File" - - @property - def description(self): - return "Download your crystal structure or molecule." - - def contents_layout(self) -> html.Div: - - state = {"fmt": "cif"} - - options = self.get_choice_input( - kwarg_label="fmt", - state=state, - options=[{"label": k, "value": v} for k, v in self.struct_options.items()], - style={ - "border-radius": "4px 0px 0px 4px", - "width": "10rem", - "height": "1.5rem", - }, - ) - - # TODO: replace with a React native Download component - download_button = html.A( - Button( - [Icon(kind="download"), html.Span(), "Download"], - kind="primary", - id=self.id("download"), - style={"height": "2.25rem"}, - ), - href="google.com", - target="_blank", - id=self.id("download-link"), - ) - - return html.Div( - [ - html.Div([options], className="control"), - html.Div([download_button], className="control"), - ], - className="field has-addons", - ) - - def generate_callbacks(self, app, cache): - super().generate_callbacks(app, cache) - - @app.callback( - [ - Output(self.id("download-link"), "href"), - Output(self.id("download-link"), "download"), - ], - [Input(self.id(), "data"), Input(self.get_kwarg_id("fmt"), "value")], - ) - def update_href(data, fmt): - - structure = self.from_data(data) - fmt = self.reconstruct_kwarg_from_state(callback_context.inputs, "fmt") - - try: - contents = structure.to(fmt=fmt) - except Exception as exc: - # don't fail silently, tell user what went wrong - contents = exc - - base64 = b64encode(contents.encode("utf-8")).decode("ascii") - - href = f"data:text/plain;charset=utf-8;base64,{base64}" - - return href, f"{structure.composition.reduced_formula}.{fmt}" diff --git a/build/lib/crystal_toolkit/components/localenv.py b/build/lib/crystal_toolkit/components/localenv.py deleted file mode 100644 index fd62e513..00000000 --- a/build/lib/crystal_toolkit/components/localenv.py +++ /dev/null @@ -1,838 +0,0 @@ -import itertools -from multiprocessing import cpu_count - -import dash_core_components as dcc -import dash_html_components as html -from dash import callback_context -from dash.dependencies import Input, Output -from dash.exceptions import PreventUpdate -from dash_mp_components import GraphComponent -from dscribe.descriptors import SOAP -from dscribe.kernels import REMatchKernel -from pymatgen.ext.matproj import MPRester -from pymatgen.analysis.chemenv.coordination_environments.chemenv_strategies import ( - SimplestChemenvStrategy, -) -from pymatgen.analysis.chemenv.coordination_environments.coordination_geometries import ( - AllCoordinationGeometries, -) -from pymatgen.analysis.chemenv.coordination_environments.coordination_geometry_finder import ( - LocalGeometryFinder, -) -from pymatgen.analysis.chemenv.coordination_environments.structure_environments import ( - LightStructureEnvironments, -) -from pymatgen.analysis.graphs import MoleculeGraph -from pymatgen.analysis.graphs import StructureGraph -from pymatgen.analysis.local_env import cn_opt_params, LocalStructOrderParams -from pymatgen.core.structure import Molecule, Structure -from pymatgen.io.ase import AseAtomsAdaptor -from pymatgen.symmetry.analyzer import SpacegroupAnalyzer -from pymatgen.util.string import unicodeify_species, unicodeify -from sklearn.preprocessing import normalize - -from crystal_toolkit.components.structure import StructureMoleculeComponent -from crystal_toolkit.core.legend import Legend -from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import ( - get_data_list, - Columns, - Column, - get_tooltip, - cite_me, - Loading, - H5, - Label, -) - - -def _get_local_order_parameters(structure_graph, n): - """ - A copy of the method in pymatgen.analysis.local_env which - can operate on StructureGraph directly. - - Calculate those local structure order parameters for - the given site whose ideal CN corresponds to the - underlying motif (e.g., CN=4, then calculate the - square planar, tetrahedral, see-saw-like, - rectangular see-saw-like order paramters). - Args: - structure_graph: StructureGraph object - n (int): site index. - Returns (Dict[str, float]): - A dict of order parameters (values) and the - underlying motif type (keys; for example, tetrahedral). - """ - # TODO: move me to pymatgen once stable - - # code from @nisse3000, moved here from graphs to avoid circular - # import, also makes sense to have this as a general NN method - cn = structure_graph.get_coordination_of_site(n) - if cn in [int(k_cn) for k_cn in cn_opt_params.keys()]: - names = [k for k in cn_opt_params[cn].keys()] - types = [] - params = [] - for name in names: - types.append(cn_opt_params[cn][name][0]) - tmp = ( - cn_opt_params[cn][name][1] if len(cn_opt_params[cn][name]) > 1 else None - ) - params.append(tmp) - lostops = LocalStructOrderParams(types, parameters=params) - sites = [structure_graph.structure[n]] + [ - connected_site.site - for connected_site in structure_graph.get_connected_sites(n) - ] - lostop_vals = lostops.get_order_parameters( - sites, 0, indices_neighs=[i for i in range(1, cn + 1)] - ) - d = {} - for i, lostop in enumerate(lostop_vals): - d[names[i]] = lostop - return d - else: - return None - - -class LocalEnvironmentPanel(PanelComponent): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.create_store("graph") - self.create_store( - "display_options", - initial_data={"color_scheme": "Jmol", "color_scale": None}, - ) - - @property - def title(self): - return "Local Environments" - - @property - def description(self): - return "Analyze the local chemical environments in your crystal." - - @property - def loading_text(self): - return "Analyzing environments" - - def contents_layout(self) -> html.Div: - - algorithm_choices = self.get_choice_input( - label="Analysis method", - kwarg_label="algorithm", - state={"algorithm": "chemenv"}, - options=[ - {"label": "ChemEnv", "value": "chemenv"}, - {"label": "LocalEnv", "value": "localenv"}, - {"label": "Bonding Graph", "value": "bondinggraph"}, - {"label": "SOAP", "value": "soap"}, - ], - help_str="Choose an analysis method to examine the local chemical environment. " - "Several methods exist and there is no guaranteed correct answer, so try multiple!", - ) - - analysis = html.Div(id=self.id("analysis")) - - return html.Div([algorithm_choices, html.Br(), analysis, html.Br()]) - - @staticmethod - def get_graph_data(graph, display_options): - - color_scheme = display_options.get("color_scheme", "Jmol") - - nodes = [] - edges = [] - - struct_or_mol = StructureMoleculeComponent._get_struct_or_mol(graph) - legend = Legend(struct_or_mol, color_scheme=color_scheme) - - for idx, node in enumerate(graph.graph.nodes()): - - # TODO: fix for disordered - node_color = legend.get_color( - struct_or_mol[node].species.elements[0], site=struct_or_mol[node] - ) - - nodes.append( - { - "id": node, - "title": f"{struct_or_mol[node].species_string} site " - f"({graph.get_coordination_of_site(idx)} neighbors)", - "color": node_color, - } - ) - - for u, v, d in graph.graph.edges(data=True): - - edge = {"from": u, "to": v, "arrows": ""} - - to_jimage = d.get("to_jimage", (0, 0, 0)) - - # TODO: check these edge weights - if isinstance(struct_or_mol, Structure): - dist = struct_or_mol.get_distance(u, v, jimage=to_jimage) - else: - dist = struct_or_mol.get_distance(u, v) - edge["length"] = 50 * dist - - if to_jimage != (0, 0, 0): - edge["arrows"] = "to" - label = f"{dist:.2f} Å to site at image vector {to_jimage}" - else: - label = f"{dist:.2f} Å between sites" - - if label: - edge["title"] = label - - # if 'weight' in d: - # label += f" {d['weight']}" - - edges.append(edge) - - return {"nodes": nodes, "edges": edges} - - def generate_callbacks(self, app, cache): - - super().generate_callbacks(app, cache) - - @app.callback( - Output(self.id("analysis"), "children"), - [Input(self.get_kwarg_id("algorithm"), "value")], - ) - def run_algorithm(algorithm): - - algorithm = self.reconstruct_kwarg_from_state( - callback_context.inputs, "algorithm" - ) - - if algorithm == "chemenv": - - state = {"distance_cutoff": 1.4, "angle_cutoff": 0.3} - - description = ( - "The ChemEnv algorithm is developed by David Waroquiers et al. to analyze " - 'local chemical environments. In this interactive app, the "SimplestChemenvStrategy" ' - 'and "LightStructureEnvironments" are used. For more powerful analysis, please use ' - "the *pymatgen* code directly. Note that this analysis determines its own bonds independent " - "of those shown in the main crystal visualizer." - ) - - distance_cutoff = self.get_numerical_input( - label="Distance cut-off", - kwarg_label="distance_cutoff", - state=state, - help_str="Defines search radius by considering any atom within a radius " - "of the minimum nearest neighbor distance multiplied by the distance " - "cut-off.", - shape=(), - ) - angle_cutoff = self.get_numerical_input( - label="Angle cut-off", - kwarg_label="angle_cutoff", - state=state, - help_str="Defines a tolerance whereby a neighbor atom is excluded if the solid angle " - "circumscribed by its Voronoi face is smaller than the angle tolerance " - "multiplied by the largest solid angle present in the crystal.", - shape=(), - ) - - return html.Div( - [ - dcc.Markdown(description), - html.Br(), - cite_me( - cite_text="How to cite ChemEnv", - doi="10.26434/chemrxiv.11294480.v1", - ), - html.Br(), - distance_cutoff, - angle_cutoff, - html.Br(), - Loading(id=self.id("chemenv_analysis")), - ] - ) - - elif algorithm == "localenv": - - description = ( - "The LocalEnv algorithm is developed by Nils Zimmerman et al. whereby " - "an 'order parameter' is calculated that measures how well that " - "environment matches an ideal polyhedra. The order parameter " - "is a number from zero to one, with one being a perfect match." - ) - - return html.Div( - [ - dcc.Markdown(description), - html.Br(), - cite_me( - cite_text="How to cite LocalEnv", - doi="10.3389/fmats.2017.00034", - ), - html.Br(), - Loading(id=self.id("localenv_analysis")), - ] - ) - - elif algorithm == "bondinggraph": - - description = ( - "This is an alternative way to display the same bonds present in the " - "visualizer. Here, the bonding is displayed as a crystal graph, with " - "nodes as atoms and edges as bonds. The graph visualization is shown in an " - "abstract two-dimensional space." - ) - - return html.Div( - [ - dcc.Markdown(description), - html.Br(), - Loading(id=self.id("bondinggraph_analysis")), - ] - ) - - elif algorithm == "soap": - - state = { - "rcut": 5.0, - "nmax": 2, - "lmax": 2, - "sigma": 0.2, - "crossover": True, - "average": False, - "rbf": "gto", - "alpha": 0.1, - "threshold": 1e-4, - "metric": "linear", - "normalize_kernel": True, - } - - description = ( - 'The "Smooth Overlap of Atomic Positions" (SOAP) descriptor provides information on the local ' - "atomic environment by encoding that environment as a power spectrum derived from the " - "spherical harmonics of atom-centered gaussian densities. The SOAP formalism is complex but is " - "described well in [Bartók et al.](https://doi.org/10.1103/PhysRevB.87.184115) " - "and the REMatch similarity kernel in [De et al.](https://doi.org/10.1039/c6cp00415f) " - "The implementation of SOAP in this " - "web app is provided by [DScribe](https://doi.org/10.1016/j.cpc.2019.106949). " - "" - "SOAP kernels are commonly used in machine learning applications. This interface is provided to " - "help gain intuition and exploration of the behavior of SOAP kernels." - ) - - rcut = self.get_numerical_input( - label="Radial cut-off /Å", - kwarg_label="rcut", - state=state, - help_str="The radial cut-off that defines the local region being considered", - shape=(), - min=1.0001, - ) - - nmax = self.get_numerical_input( - label="N max.", - kwarg_label="nmax", - state=state, - help_str="Number of radial basis functions", - shape=(), - is_int=True, - min=1, - max=9, - ) - - lmax = self.get_numerical_input( - label="L max.", - kwarg_label="lmax", - state=state, - help_str="Maximum degree of spherical harmonics", - shape=(), - is_int=True, - min=1, - max=9, - ) - - sigma = self.get_numerical_input( - label="Sigma", - kwarg_label="sigma", - state=state, - help_str="The standard deviation of gaussians used to build atomic density", - shape=(), - min=0.00001, - ) - - rbf = self.get_choice_input( - label="Radial basis function", - kwarg_label="rbf", - state=state, - help_str="Polynomial basis is faster, spherical gaussian based was used in original formulation", - options=[ - {"label": "Spherical gaussian basis", "value": "gto"}, - {"label": "Polynomial basis", "value": "polynomial"}, - ], - style={"width": "16rem"}, # TODO: remove in-line style - ) - - crossover = self.get_bool_input( - label="Crossover", - kwarg_label="crossover", - state=state, - help_str="If enabled, the power spectrum will include all combinations of elements present.", - ) - - average = self.get_bool_input( - label="Average", - kwarg_label="average", - state=state, - help_str="If enabled, the SOAP vector will be averaged across all sites.", - ) - - alpha = self.get_numerical_input( - label="Alpha", - kwarg_label="alpha", - state=state, - help_str="Determines the entropic penalty in the REMatch kernel. As alpha goes to infinity, the " - "behavior of the REMatch kernel matches the behavior of the kernel where SOAP vectors " - "are averaged across all sites. As alpha goes to zero, the kernel matches the best match " - "kernel.", - shape=(), - min=0.00001, - ) - - threshold = self.get_numerical_input( - label="Sinkhorn threshold", - kwarg_label="threshold", - state=state, - help_str="Convergence threshold for the Sinkhorn algorithm. If values are too small, convergence " - "may not be possible, and calculation time will increase.", - shape=(), - ) - - metric = self.get_choice_input( - label="Metric", - kwarg_label="metric", - state=state, - help_str='See scikit-learn\'s documentation on "Pairwise metrics, Affinities and Kernels" ' - "for an explanation of available metrics.", - options=[ - # {"label": "Additive χ2", "value": "additive_chi2"}, # these seem to be unstable - # {"label": "Exponential χ2", "value": "chi2"}, - {"label": "Linear", "value": "linear"}, - {"label": "Polynomial", "value": "polynomial"}, - {"label": "Radial basis function", "value": "rbf"}, - {"label": "Laplacian", "value": "laplacian"}, - {"label": "Sigmoid", "value": "sigmoid"}, - {"label": "Cosine", "value": "cosine"}, - ], - style={"width": "16rem"}, # TODO: remove in-line style - ) - - normalize_kernel = self.get_bool_input( - label="Normalize", - kwarg_label="normalize_kernel", - state=state, - help_str="Whether or not to normalize the resulting similarity kernel.", - ) - - # metric_kwargs = self.get_dict_input() - - return html.Div( - [ - dcc.Markdown(description), - html.Br(), - H5("SOAP parameters"), - rcut, - nmax, - lmax, - sigma, - rbf, - crossover, - average, - html.Br(), # TODO: remove all html.Br(), add appropriate styles instead - html.Br(), - html.Div(id=self.id("soap_analysis")), - html.Br(), - html.Br(), - H5("Similarity metric parameters"), - html.Div( - "This will calculate structural similarity scores from materials in the " - "Materials Project in the same chemical system. Note that for large chemical " - "systems this step can take several minutes." - ), - html.Br(), - alpha, - threshold, - metric, - # normalize_kernel, - html.Br(), - html.Br(), - Loading(id=self.id("soap_similarities")), - ] - ) - - def _get_soap_graph(feature, label): - - spectrum = { - "data": [ - { - "coloraxis": "coloraxis", - #'hovertemplate': 'x: %{x}
      y: %{y}
      color: %{z}', - "type": "heatmap", - "z": feature.tolist(), - } - ] - } - - spectrum["layout"] = { - "xaxis": {"visible": False}, - "yaxis": {"visible": False}, - "paper_bgcolor": "rgba(0,0,0,0)", - "plot_bgcolor": "rgba(0,0,0,0)", - "coloraxis": { - "colorscale": [ - [0.0, "#0d0887"], - [0.1111111111111111, "#46039f"], - [0.2222222222222222, "#7201a8"], - [0.3333333333333333, "#9c179e"], - [0.4444444444444444, "#bd3786"], - [0.5555555555555556, "#d8576b"], - [0.6666666666666666, "#ed7953"], - [0.7777777777777778, "#fb9f3a"], - [0.8888888888888888, "#fdca26"], - [1.0, "#f0f921"], - ], - "showscale": False, - }, - "margin": {"l": 0, "b": 0, "t": 0, "r": 0, "pad": 0}, - # "height": 20*feature.shape[0], # for fixed size plots - # "width": 20*feature.shape[1] - } - - return Columns( - [ - Column(Label(label), size="1"), - Column( - dcc.Graph( - figure=spectrum, - config={"displayModeBar": False}, - responsive=True, - style={"height": "60px"}, - ) - ), - ] - ) - - @app.callback( - Output(self.id("soap_analysis"), "children"), - [Input(self.id(), "data"), Input(self.get_all_kwargs_id(), "value")], - ) - def update_soap_analysis(struct, all_kwargs): - - if not struct: - raise PreventUpdate - - struct = self.from_data(struct) - kwargs = self.reconstruct_kwargs_from_state(callback_context.inputs) - - # TODO: make sure is_int kwarg information is enforced so that int() conversion is unnecessary - desc = SOAP( - species=[e.number for e in struct.composition.elements], - sigma=kwargs["sigma"], - rcut=kwargs["rcut"], - nmax=int(kwargs["nmax"]), - lmax=int(kwargs["lmax"]), - periodic=True, - crossover=kwargs["crossover"], - sparse=False, - average=kwargs["average"], - ) - - adaptor = AseAtomsAdaptor() - atoms = adaptor.get_atoms(struct) - feature = normalize(desc.create(atoms, n_jobs=cpu_count())) - - return _get_soap_graph(feature, "SOAP vector for this material") - - @cache.memoize(timeout=360) - def _get_all_structs_from_elements(elements): - structs = {} - all_chemsyses = [] - for i in range(len(elements)): - for els in itertools.combinations(elements, i + 1): - all_chemsyses.append("-".join(sorted(els))) - - with MPRester() as mpr: - docs = mpr.query( - {"chemsys": {"$in": all_chemsyses}}, - ["task_id", "structure"], - ) - structs.update({d["task_id"]: d["structure"] for d in docs}) - return structs - - @app.callback( - Output(self.id("soap_similarities"), "children"), - [Input(self.id(), "data"), Input(self.get_all_kwargs_id(), "value")], - ) - def update_soap_similarities(struct, all_kwargs): - - if not struct: - raise PreventUpdate - - structs = {"input": self.from_data(struct)} - kwargs = self.reconstruct_kwargs_from_state(callback_context.inputs) - - elements = [str(el) for el in structs["input"].composition.elements] - structs.update(_get_all_structs_from_elements(elements)) - - if not structs: - raise PreventUpdate - - elements = { - elem for s in structs.values() for elem in s.composition.elements - } - # TODO: make sure is_int kwarg information is enforced so that int() conversion is unnecessary - desc = SOAP( - species=[e.number for e in elements], - sigma=kwargs["sigma"], - rcut=kwargs["rcut"], - nmax=int(kwargs["nmax"]), - lmax=int(kwargs["lmax"]), - periodic=True, - crossover=kwargs["crossover"], - sparse=False, - average=kwargs["average"], - ) - - adaptor = AseAtomsAdaptor() - atomss = { - mpid: adaptor.get_atoms(struct) for mpid, struct in structs.items() - } - - print(f"Calculating {len(atomss)} SOAP vectors") - features = { - mpid: normalize(desc.create(atoms, n_jobs=cpu_count())) - for mpid, atoms in atomss.items() - } - - re = REMatchKernel( - metric=kwargs["metric"], - alpha=kwargs["alpha"], - threshold=kwargs["threshold"], - # normalize_kernel=kwargs["normalize_kernel"], - ) - - print("Calculating similarity kernel") - similarities = { - mpid: re.get_global_similarity( - re.get_pairwise_matrix(features["input"], feature) - ) - for mpid, feature in features.items() - if mpid != "input" - } - - sorted_mpids = sorted(similarities.keys(), key=lambda x: -similarities[x]) - - print("Generating similarity graphs") - # TODO: was much slower using px.imshow (see prev commit) - all_graphs = [ - _get_soap_graph( - features[mpid], - [ - html.Span( - f"{unicodeify(structs[mpid].composition.reduced_formula)}" - ), - dcc.Markdown(f"[{mpid}](https://materialsproject.org/{mpid})"), - html.Span(f"{similarities[mpid]:.5f}"), - ], - ) - for mpid in sorted_mpids - ] - - print("Returning similarity graphs") - return html.Div(all_graphs) - - @app.callback( - Output(self.id("localenv_analysis"), "children"), - [Input(self.id("graph"), "data")], - ) - def update_localenv_analysis(graph): - - if not graph: - raise PreventUpdate - - graph = self.from_data(graph) - - return html.Div([str(_get_local_order_parameters(graph, 0))]) - - @app.callback( - Output(self.id("bondinggraph_analysis"), "children"), - [ - Input(self.id("graph"), "data"), - Input(self.id("display_options"), "data"), - ], - ) - def update_bondinggraph_analysis(graph, display_options): - - if not graph: - raise PreventUpdate - - graph = self.from_data(graph) - display_options = self.from_data(display_options) - - graph_data = self.get_graph_data(graph, display_options) - - options = { - "interaction": { - "hover": True, - "tooltipDelay": 0, - "zoomView": False, - "dragView": False, - }, - "edges": { - "smooth": {"type": "dynamic"}, - "length": 250, - "color": {"inherit": "both"}, - }, - "physics": { - "solver": "forceAtlas2Based", - "forceAtlas2Based": {"avoidOverlap": 1.0}, - "stabilization": {"fit": True}, - }, - } - - return html.Div( - [GraphComponent(graph=graph_data, options=options)], - style={"width": "65vmin", "height": "65vmin"}, - ) - - @app.callback( - Output(self.id("chemenv_analysis"), "children"), - [ - Input(self.id(), "data"), - Input(self.get_kwarg_id("distance_cutoff"), "value"), - Input(self.get_kwarg_id("angle_cutoff"), "value"), - ], - ) - def get_chemenv_analysis(struct, distance_cutoff, angle_cutoff): - - if not struct: - raise PreventUpdate - - struct = self.from_data(struct) - kwargs = self.reconstruct_kwargs_from_state(callback_context.inputs) - distance_cutoff = kwargs["distance_cutoff"] - angle_cutoff = kwargs["angle_cutoff"] - - # TODO: remove these brittle guard statements, figure out more robust way to handle multiple input types - if isinstance(struct, StructureGraph): - struct = struct.structure - - def get_valences(struct): - valences = [getattr(site.specie, "oxi_state", None) for site in struct] - valences = [v for v in valences if v is not None] - if len(valences) == len(struct): - return valences - else: - return "undefined" - - # decide which indices to present to user - sga = SpacegroupAnalyzer(struct) - symm_struct = sga.get_symmetrized_structure() - inequivalent_indices = [ - indices[0] for indices in symm_struct.equivalent_indices - ] - wyckoffs = symm_struct.wyckoff_symbols - - lgf = LocalGeometryFinder() - lgf.setup_structure(structure=struct) - - se = lgf.compute_structure_environments( - maximum_distance_factor=distance_cutoff + 0.01, - only_indices=inequivalent_indices, - valences=get_valences(struct), - ) - strategy = SimplestChemenvStrategy( - distance_cutoff=distance_cutoff, angle_cutoff=angle_cutoff - ) - lse = LightStructureEnvironments.from_structure_environments( - strategy=strategy, structure_environments=se - ) - all_ce = AllCoordinationGeometries() - - envs = [] - unknown_sites = [] - - for index, wyckoff in zip(inequivalent_indices, wyckoffs): - - datalist = { - "Site": unicodeify_species(struct[index].species_string), - "Wyckoff Label": wyckoff, - } - - if not lse.neighbors_sets[index]: - unknown_sites.append(f"{struct[index].species_string} ({wyckoff})") - continue - - # represent the local environment as a molecule - mol = Molecule.from_sites( - [struct[index]] + lse.neighbors_sets[index][0].neighb_sites - ) - mol = mol.get_centered_molecule() - mg = MoleculeGraph.with_empty_graph(molecule=mol) - for i in range(1, len(mol)): - mg.add_edge(0, i) - - view = html.Div( - [ - StructureMoleculeComponent( - struct_or_mol=mg, - disable_callbacks=True, - id=f"{struct.composition.reduced_formula}_site_{index}", - scene_settings={"enableZoom": False, "defaultZoom": 0.6}, - )._sub_layouts["struct"] - ], - style={"width": "300px", "height": "300px"}, - ) - - env = lse.coordination_environments[index] - co = all_ce.get_geometry_from_mp_symbol(env[0]["ce_symbol"]) - name = co.name - if co.alternative_names: - name += f" (also known as {', '.join(co.alternative_names)})" - - datalist.update( - { - "Environment": name, - "IUPAC Symbol": co.IUPAC_symbol_str, - get_tooltip( - "CSM", - "The continuous symmetry measure (CSM) describes the similarity to an " - "ideal coordination environment. It can be understood as a 'distance' to " - "a shape and ranges from 0 to 100 in which 0 corresponds to a " - "coordination environment that is exactly identical to the ideal one. A " - "CSM larger than 5.0 already indicates a relatively strong distortion of " - "the investigated coordination environment.", - ): f"{env[0]['csm']:.2f}", - "Interactive View": view, - } - ) - - envs.append(get_data_list(datalist)) - - # TODO: switch to tiles? - envs_grouped = [envs[i : i + 2] for i in range(0, len(envs), 2)] - analysis_contents = [] - for env_group in envs_grouped: - analysis_contents.append( - Columns([Column(e, size=6) for e in env_group]) - ) - - if unknown_sites: - unknown_sites = html.Strong( - f"The following sites were not identified: {', '.join(unknown_sites)}. " - f"Please try changing the distance or angle cut-offs to identify these sites, " - f"or try an alternative algorithm such as LocalEnv." - ) - else: - unknown_sites = html.Span() - - return html.Div([html.Div(analysis_contents), html.Br(), unknown_sites]) diff --git a/build/lib/crystal_toolkit/components/phase_diagram.py b/build/lib/crystal_toolkit/components/phase_diagram.py deleted file mode 100644 index c143670a..00000000 --- a/build/lib/crystal_toolkit/components/phase_diagram.py +++ /dev/null @@ -1,763 +0,0 @@ -import dash -import dash_core_components as dcc -import dash_html_components as html -import dash_table -import plotly.graph_objs as go -from dash.dependencies import Input, Output, State -from dash.exceptions import PreventUpdate -from pymatgen.ext.matproj import MPRester -from pymatgen.analysis.phase_diagram import PDEntry, PDPlotter, PhaseDiagram -from pymatgen.core.composition import Composition - -from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import * # layout helpers like `Columns` etc. (most subclass html.Div) - -# Author: Matthew McDermott -# Contact: mcdermott@lbl.gov - - -class PhaseDiagramComponent(MPComponent): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.create_store("mpid") - self.create_store("chemsys-internal") - self.create_store("chemsys-external") - self.create_store("figure") - self.create_store("entries") - - # Default plot layouts for Binary (2), Ternary (3), Quaternary (4) phase diagrams - default_binary_plot_style = dict( - xaxis={ - "title": "Fraction", - "anchor": "y", - "mirror": "ticks", - "nticks": 8, - "showgrid": False, - "showline": True, - "side": "bottom", - "tickfont": {"size": 16.0}, - "ticks": "inside", - "titlefont": {"color": "#000000", "size": 24.0}, - "type": "linear", - "zeroline": False, - }, - yaxis={ - "title": "Formation energy (eV/fu)", - "anchor": "x", - "mirror": "ticks", - "nticks": 7, - "showgrid": False, - "showline": True, - "side": "left", - "tickfont": {"size": 16.0}, - "ticks": "inside", - "titlefont": {"color": "#000000", "size": 24.0}, - "type": "linear", - "zeroline": False, - }, - paper_bgcolor="rgba(0,0,0,0)", - plot_bgcolor="rgba(0,0,0,0)", - height=550, - width=500, - hovermode="closest", - showlegend=True, - legend=dict( - orientation="h", - traceorder="reversed", - x=1.0, - y=1.08, - xanchor="right", - tracegroupgap=5, - ), - margin=dict(l=80, b=70, t=10, r=20), - ) - - default_ternary_plot_style = dict( - xaxis=dict( - title=None, - autorange=True, - showgrid=False, - zeroline=False, - showline=False, - ticks="", - showticklabels=False, - ), - yaxis=dict( - title=None, - autorange=True, - showgrid=False, - zeroline=False, - showline=False, - ticks="", - showticklabels=False, - ), - autosize=True, - height=450, - width=500, - hovermode="closest", - paper_bgcolor="rgba(0,0,0,0)", - plot_bgcolor="rgba(0,0,0,0)", - margin=dict(b=30, l=30, pad=0, t=0, r=20), - showlegend=True, - legend=dict( - orientation="h", - traceorder="reversed", - x=1.0, - y=1.08, - xanchor="right", - tracegroupgap=5, - ), - ) - - default_3d_axis = dict( - title=None, - visible=False, - autorange=True, - showgrid=False, - zeroline=False, - showline=False, - ticks="", - showaxeslabels=False, - showticklabels=False, - showspikes=False, - ) - - default_quaternary_plot_style = dict( - autosize=True, - height=450, - hovermode="closest", - margin=dict(b=30, l=30, pad=0, t=0, r=20), - paper_bgcolor="rgba(0,0,0,0)", - plot_bgcolor="rgba(0,0,0,0)", - showlegend=True, - legend=dict( - orientation="h", - traceorder="reversed", - x=1.0, - y=1.08, - xanchor="right", - tracegroupgap=5, - ), - scene=dict(xaxis=default_3d_axis, yaxis=default_3d_axis, zaxis=default_3d_axis), - ) - - empty_plot_style = { - "xaxis": {"visible": False}, - "yaxis": {"visible": False}, - "paper_bgcolor": "rgba(0,0,0,0)", - "plot_bgcolor": "rgba(0,0,0,0)", - } - - colorscale = [ - [0.0, "#008d00"], - [0.1111111111111111, "#4b9f3f"], - [0.2222222222222222, "#73b255"], - [0.3333333333333333, "#97c65b"], - [0.4444444444444444, "#b9db53"], - [0.5555555555555556, "#ffdcdf"], - [0.6666666666666666, "#ffb8bf"], - [0.7777777777777778, "#fd92a0"], - [0.8888888888888888, "#f46b86"], - [1.0, "#e24377"], - ] - - default_table_params = [ - {"col": "Material ID", "edit": False}, - {"col": "Formula", "edit": True}, - {"col": "Formation Energy (eV/atom)", "edit": True}, - {"col": "Energy Above Hull (eV/atom)", "edit": False}, - {"col": "Predicted Stable?", "edit": False}, - ] - - empty_row = { - "Material ID": None, - "Formula": "INSERT", - "Formation Energy (eV/atom)": "INSERT", - "Energy Above Hull (eV/atom)": None, - "Predicted Stable": None, - } - - def figure_layout(self, plotter, pd): - dim = pd.dim - - if dim not in [2, 3, 4]: - raise ValueError("Phase diagram must be for 2, 3, or 4 components!") - - annotations_list = [] - - for coords, entry in plotter.pd_plot_data[1].items(): - x, y = coords[0], coords[1] - - if dim == 4: - if not entry.composition.is_element: - continue - else: - z = coords[2] - - formula = list(entry.composition.reduced_formula) - - clean_formula = self.clean_formula(formula) - - annotation = { - "align": "center", - "font": {"color": "#000000", "size": 20.0}, - "opacity": 1, - "showarrow": False, - "text": clean_formula, - "x": x, - "xanchor": "right", - "yanchor": "auto", - "xshift": -10, - "yshift": -10, - "xref": "x", - "y": y, - "yref": "y", - } - - if dim == 3: - annotation.update({"font": {"color": "#000000", "size": 18.0}}) - elif dim == 4: - annotation.update({"z": z}) - for d in ["xref", "yref"]: - annotation.pop(d) # Scatter3d cannot contain xref, yref - - annotations_list.append(annotation) - - if dim == 2: - layout = self.default_binary_plot_style - layout["annotations"] = annotations_list - elif dim == 3: - layout = self.default_ternary_plot_style - layout["annotations"] = annotations_list - elif dim == 4: - layout = self.default_quaternary_plot_style - layout["scene"].update( - { - "annotations": annotations_list, - "camera": dict( - up=dict(x=0, y=0, z=1), - center=dict(x=-0.15, y=-0.2, z=0), - eye=dict(x=1.25, y=1.25, z=1.25), - ), - } - ) - return layout - - def create_markers(self, plotter, pd): - x_list = [] - y_list = [] - z_list = [] - text = [] - energy_list = [] - - dim = pd.dim - - for coord, entry in plotter.pd_plot_data[1].items(): - energy = round(pd.get_form_energy_per_atom(entry), 3) - energy_list.append(energy) - mpid = entry.attribute - formula = entry.composition.reduced_formula - - clean_formula = self.clean_formula(formula) - - x_list.append(coord[0]) - y_list.append(coord[1]) - - if dim == 4: - z_list.append(coord[2]) - text.append(f"{clean_formula} ({mpid})
      {str(energy)} eV") - - if dim == 2 or dim == 3: - marker_plot = go.Scatter( - x=x_list, - y=y_list, - mode="markers", - name="Stable", - marker=dict( - color=energy_list, - size=11, - colorscale=self.colorscale, - line=dict(width=2, color="#000000"), - ), - hoverinfo="text", - hoverlabel=dict(font=dict(size=14)), - showlegend=True, - hovertext=text, - ) - if dim == 4: - marker_plot = go.Scatter3d( - x=x_list, - y=y_list, - z=z_list, - mode="markers", - name="Stable", - marker=dict( - color=energy_list, - size=8, - colorscale=self.colorscale, - line=dict(width=2, color="#000000"), - ), - hoverinfo="text", - hoverlabel=dict(font=dict(size=14)), - hovertext=text, - showlegend=True, - ) - return marker_plot - - def create_unstable_markers(self, plotter, pd): - x_list = [] - y_list = [] - z_list = [] - text_list = [] - - dim = pd.dim - - for (unstable_entry, unstable_coord) in plotter.pd_plot_data[2].items(): - x_list.append(unstable_coord[0]) - y_list.append(unstable_coord[1]) - if dim == 4: - z_list.append(unstable_coord[2]) - - mpid = unstable_entry.attribute - formula = list(unstable_entry.composition.reduced_formula) - e_above_hull = round(pd.get_e_above_hull(unstable_entry), 3) - - clean_formula = self.clean_formula(formula) - - energy = round(pd.get_form_energy_per_atom(unstable_entry), 3) - text_list.append( - f"{clean_formula} ({mpid})
      " f"{energy} eV (+{e_above_hull} eV)" - ) - - if dim == 2 or dim == 3: - unstable_marker_plot = go.Scatter( - x=x_list, - y=y_list, - mode="markers", - hoverinfo="text", - hovertext=text_list, - visible="legendonly", - name="Unstable", - marker=dict(color="#ff0000", size=12, symbol="x"), - ) - - elif dim == 4: - unstable_marker_plot = go.Scatter3d( - x=x_list, - y=y_list, - z=z_list, - mode="markers", - hoverinfo="text", - hovertext=text_list, - visible="legendonly", - name="Unstable", - marker=dict(color="#ff0000", size=4, symbol="x"), - ) - - return unstable_marker_plot - - @staticmethod - def create_table_content(pd): - data = [] - - for entry in pd.all_entries: - try: - mpid = entry.entry_id - except: - mpid = entry.attribute # accounting for custom entry - - try: - data.append( - { - "Material ID": mpid, - "Formula": entry.name, - "Formation Energy (eV/atom)": round( - pd.get_form_energy_per_atom(entry), 3 - ), - "Energy Above Hull (eV/atom)": round( - pd.get_e_above_hull(entry), 3 - ), - "Predicted Stable?": ( - "Yes" if pd.get_e_above_hull(entry) == 0 else "No" - ), - } - ) - - except: - data.append({}) - return data - - @staticmethod - def clean_formula(formula): - s = [] - for char in formula: - if char.isdigit(): - s.append(f"{char}") - else: - s.append(char) - - clean_formula = "".join(s) - - return clean_formula - - @staticmethod - def ternary_plot(plot_data): - """ - Return a ternary phase diagram in a two-dimensional plot. - - Args: - plot_data: plot data from PDPlotter - - Returns: go.Figure - """ - - go.Scatterternary( - { - "mode": "markers", - "a": list_of_a_comp, - "b": ..., - "c": ..., - "text": ..., - "marker": { - "symbol": 100, - "color": ..., - "size": ..., - "line": {"width": 2}, - }, - } - ) - - go.Scatterternary({"mode": "lines", "a": ..., "b": ..., "c": ..., "line": ...}) - - go.Layout( - { - "title": "Ternary Scatter Plot", - "ternary": { - "sum": 1, - "aaxis": { - "title": "X", - "min": 0.01, - "linewidth": 2, - "ticks": "outside", - }, - "baxis": { - "title": "W", - "min": 0.01, - "linewidth": 2, - "ticks": "outside", - }, - "caxis": { - "title": "S", - "min": 0.01, - "linewidth": 2, - "ticks": "outside", - }, - }, - "showlegend": False, - } - ) - - return go.Figure() - - @property - def _sub_layouts(self): - - graph = html.Div( - [ - dcc.Graph( - figure=go.Figure(layout=PhaseDiagramComponent.empty_plot_style), - id=self.id("graph"), - config={"displayModeBar": False, "displaylogo": False}, - ) - ], - id=self.id("pd-div"), - ) - table = html.Div( - [ - html.Div( - dash_table.DataTable( - id=self.id("entry-table"), - columns=( - [ - { - "id": p["col"], - "name": p["col"], - "editable": p["edit"], - } - for p in self.default_table_params - ] - ), - style_table={ - "maxHeight": "450px", - "overflowY": "auto", - "border": "thin lightgrey solid", - }, - # n_fixed_rows=1, - sort_action="native", - editable=True, - row_deletable=True, - style_header={ - "backgroundColor": "rgb(230, 249, 255)", - "fontWeight": "bold", - }, - style_cell={ - "fontFamily": "IBM Plex Sans", - "textAlign": "centered", - "whiteSpace": "normal", - }, - css=[ - { - "selector": ".dash-cell div.dash-cell-value", - "rule": "display: inline; white-space: inherit; overflow: inherit; text-overflow: inherit;", - } - ], - style_cell_conditional=[ - {"if": {"column_id": "Material ID"}, "width": "20%"}, - {"if": {"column_id": "Formula"}, "width": "20%"}, - ], - ) - ), - Button( - "Add Custom Entry", - id=self.id("editing-rows-button"), - kind="primary", - n_clicks=0, - ), - html.P("Enter composition and formation energy per atom."), - ] - ) - - return {"graph": graph, "table": table} - - def layout(self): - return html.Div( - [ - Columns( - [ - Column(self._sub_layouts["graph"]), - Column(self._sub_layouts["table"]), - ], - centered=True, - ) - ] - ) - - def generate_callbacks(self, app, cache): - @app.callback( - Output(self.id("pd-div"), "children"), [Input(self.id("figure"), "data")] - ) - def update_graph(figure): - if figure is None: - raise PreventUpdate - elif figure == "error": - search_error = ( - MessageContainer( - [ - MessageBody( - dcc.Markdown( - "Plotting is only available for phase diagrams containing 2-4 components." - ) - ) - ], - kind="warning", - ), - ) - return search_error - - else: - plot = [ - dcc.Graph( - figure=figure, - config={"displayModeBar": False, "displaylogo": False}, - ) - ] - return plot - - @app.callback(Output(self.id("figure"), "data"), [Input(self.id(), "data")]) - def make_figure(pd): - if pd is None: - raise PreventUpdate - - pd = self.from_data(pd) - dim = pd.dim - - if dim not in [2, 3, 4]: - return "error" - - plotter = PDPlotter(pd) - - data = [] - for line in plotter.pd_plot_data[0]: - if dim == 2 or dim == 3: - data.append( - go.Scatter( - x=list(line[0]), - y=list(line[1]), # create all phase diagram lines - mode="lines", - hoverinfo="none", - line={ - "color": "rgba (0, 0, 0, 1)", - "dash": "solid", - "width": 3.0, - }, - showlegend=False, - ) - ) - - elif dim == 4: - data.append( - go.Scatter3d( - x=list(line[0]), - y=list(line[1]), - z=list(line[2]), - mode="lines", - hoverinfo="none", - line={ - "color": "rgba (0, 0, 0, 1)", - "dash": "solid", - "width": 3.0, - }, - showlegend=False, - ) - ) - - data.append(self.create_unstable_markers(plotter, pd)) - data.append(self.create_markers(plotter, pd)) - - fig = go.Figure(data=data) - fig.layout = self.figure_layout(plotter, pd) - - return fig - - @app.callback(Output(self.id(), "data"), [Input(self.id("entries"), "data")]) - def create_pd_object(entries): - if entries is None or not entries: - raise PreventUpdate - - entries = self.from_data(entries) - - return PhaseDiagram(entries) - - @app.callback( - Output(self.id("entries"), "data"), - [Input(self.id("entry-table"), "derived_virtual_data")], - ) - def update_entries_store(rows): - if rows is None: - raise PreventUpdate - entries = [] - for row in rows: - try: - comp = Composition(row["Formula"]) - energy = row["Formation Energy (eV/atom)"] - if row["Material ID"] is None: - attribute = "Custom Entry" - else: - attribute = row["Material ID"] - # create new entry object containing mpid as attribute (to combine with custom entries) - entry = PDEntry( - comp, float(energy) * comp.num_atoms, attribute=attribute - ) - entries.append(entry) - except: - continue - - if not entries: - raise PreventUpdate - - return entries - - @app.callback( - Output(self.id("entry-table"), "data"), - [ - Input(self.id("chemsys-internal"), "data"), - Input(self.id(), "modified_timestamp"), - Input(self.id("editing-rows-button"), "n_clicks"), - ], - [State(self.id(), "data"), State(self.id("entry-table"), "data")], - ) - def create_table(chemsys, pd_time, n_clicks, pd, rows): - - ctx = dash.callback_context - - if ctx is None or not ctx.triggered or chemsys is None: - raise PreventUpdate - - trigger = ctx.triggered[0] - - # PD update trigger - if trigger["prop_id"] == self.id() + ".modified_timestamp": - table_content = self.create_table_content(self.from_data(pd)) - return table_content - elif trigger["prop_id"] == self.id("editing-rows-button") + ".n_clicks": - if n_clicks > 0 and rows: - rows.append(self.empty_row) - return rows - - with MPRester() as mpr: - entries = mpr.get_entries_in_chemsys(chemsys) - - pd = PhaseDiagram(entries) - table_content = self.create_table_content(pd) - - return table_content - - @app.callback( - Output(self.id("chemsys-internal"), "data"), - [ - Input(self.id("mpid"), "data"), - Input(self.id("chemsys-external"), "data"), - ], - ) - def get_chemsys_from_mpid_or_chemsys(mpid, chemsys_external: str): - """ - :param mpid: mpid - :param chemsys_external: chemsys, e.g. "Co-O" - :return: chemsys - """ - ctx = dash.callback_context - - if ctx is None or not ctx.triggered: - raise PreventUpdate - - trigger = ctx.triggered[0] - - if trigger["value"] is None: - raise PreventUpdate - - chemsys = None - - # get entries by mpid - if trigger["prop_id"] == self.id("mpid") + ".data": - with MPRester() as mpr: - entry = mpr.get_entry_by_material_id(mpid) - - chemsys = entry.composition.chemical_system - - # get entries by chemsys - if trigger["prop_id"] == self.id("chemsys-external") + ".data": - chemsys = chemsys_external - - return chemsys - - -class PhaseDiagramPanelComponent(PanelComponent): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.pd_component = PhaseDiagramComponent() - self.pd_component.attach_from(self, this_store_name="struct") - - @property - def title(self): - return "Phase Diagram" - - @property - def description(self): - return ( - "Display the compositional phase diagram for the" - " chemical system containing this structure (between 2–4 species)." - ) - - def update_contents(self, new_store_contents, *args): - return self.pd_component.layout diff --git a/build/lib/crystal_toolkit/components/pourbaix.py b/build/lib/crystal_toolkit/components/pourbaix.py deleted file mode 100644 index a47007f1..00000000 --- a/build/lib/crystal_toolkit/components/pourbaix.py +++ /dev/null @@ -1,616 +0,0 @@ -import dash -import dash_core_components as dcc -import dash_html_components as html -import plotly.graph_objs as go -from dash.dependencies import Input, Output -from dash.exceptions import PreventUpdate - -import numpy as np -import re -from pymatgen.ext.matproj import MPRester -from pymatgen.analysis.pourbaix_diagram import PourbaixDiagram, ELEMENTS_HO - -from crystal_toolkit.helpers.layouts import ( - MessageContainer, - MessageBody, -) # layout helpers like `Columns` etc. (most subclass html.Div) -from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.core.panelcomponent import PanelComponent - - -__author__ = "Joseph Montoya" -__email__ = "joseph.montoya@tri.global" - - -# TODO: fix bug for Pa, etc. - -SUPPORTED_N_ELEMENTS = 4 -WIDTH = 700 # in px - - -class PourbaixDiagramComponent(MPComponent): - def __init__(self, pourbaix_diagram=None, **kwargs): - super().__init__(**kwargs) - - # stores that trigger a new Pourbaix diagram - self.create_store("mpid") # e.g. "mp-123" - self.create_store("chemsys") # e.g. ["Fe", "O"], list of element strings - self.create_store("struct") # pymatgen.core.structure.Structure - - # filled from the input stores - self.create_store("pourbaix_entries") - - self.create_store("figure") - self.create_store("pourbaix_diagram_options") - self.create_store("pourbaix_display_options") - for index in range(SUPPORTED_N_ELEMENTS): - self.create_store(f"concentration-slider-{index}") - self.create_store(f"concentration-slider-{index}-div") - - self.create_store("conc_dict") - self.create_store("pourbaix_diagram", initial_data=pourbaix_diagram) - - default_plot_style = dict( - xaxis={ - "title": "pH", - "anchor": "y", - "mirror": "ticks", - "showgrid": False, - "showline": True, - "side": "bottom", - "tickfont": {"size": 16.0}, - "ticks": "inside", - "titlefont": {"color": "#000000", "size": 24.0}, - "type": "linear", - "zeroline": False, - "range": [-2, 16], - }, - yaxis={ - "title": "Applied Potential (V vs. SHE)", - "anchor": "x", - "mirror": "ticks", - "range": [-2, 4], - "showgrid": False, - "showline": True, - "side": "left", - "tickfont": {"size": 16.0}, - "ticks": "inside", - "titlefont": {"color": "#000000", "size": 24.0}, - "type": "linear", - "zeroline": False, - }, - paper_bgcolor="rgba(0,0,0,0)", - plot_bgcolor="rgba(0,0,0,0)", - height=550, - width=WIDTH, - hovermode="closest", - showlegend=False, - legend=dict( - orientation="h", - traceorder="reversed", - x=1.0, - y=1.08, - xanchor="right", - tracegroupgap=5, - ), - margin=dict(l=80, b=70, t=10, r=20), - ) - - empty_plot_style = { - "xaxis": {"visible": False}, - "yaxis": {"visible": False}, - "paper_bgcolor": "rgba(0,0,0,0)", - "plot_bgcolor": "rgba(0,0,0,0)", - } - - colorscale_classic = [ - [0.00, "#4728fa"], # blue - [0.33, "#f9f273"], # yellow - [0.66, "#e5211b"], # red - [1.00, "#ffffff"], # white - ] - - colorscale = "magma" - - default_table_params = [ - {"col": "Material ID", "edit": False}, - {"col": "Formula", "edit": True}, - {"col": "Formation Energy (eV/atom)", "edit": True}, - {"col": "Energy Above Hull (eV/atom)", "edit": False}, - {"col": "Predicted Stable?", "edit": False}, - ] - - empty_row = { - "Material ID": None, - "Formula": "INSERT", - "Formation Energy (eV/atom)": "INSERT", - "Energy Above Hull (eV/atom)": None, - "Predicted Stable": None, - } - - # TODO: why both plotter and pd - @staticmethod - def get_figure( - pourbaix_diagram, heatmap_entry=None, heatmap_as_contour=True, show_labels=True - ): - """ - Static method for getting plotly figure from a pourbaix diagram - - Args: - pourbaix_diagram (PourbaixDiagram): pourbaix diagram to plot - heatmap_entry (PourbaixEntry): id for the heatmap generation - heatmap_as_contour (bool): if True, display contours, if False heatmap as grid - - Returns: - (dict) figure layout - - """ - # TODO: fix mpid problem. Can't attach from mpid without it being a structure. - data = [] - - # Get data for heatmap - if heatmap_entry is not None: - ph_range = np.arange(-2, 16.001, 0.1) - v_range = np.arange(-2, 4.001, 0.1) - ph_mesh, v_mesh = np.meshgrid(ph_range, v_range) - decomposition_e = pourbaix_diagram.get_decomposition_energy( - heatmap_entry, ph_mesh, v_mesh - ) - - # Generate hoverinfo - hovertexts = [] - for ph_val, v_val, de_val in zip( - ph_mesh.ravel(), v_mesh.ravel(), decomposition_e.ravel() - ): - hovertext = [ - f"∆Gpbx={de_val:.2f}", - f"ph={ph_val:.2f}", - f"V={v_val:.2f}", - ] - hovertext = "
      ".join(hovertext) - hovertexts.append(hovertext) - hovertexts = np.reshape(hovertexts, list(decomposition_e.shape)) - - # Enforce decomposition limit energy - decomposition_e = np.min( - [decomposition_e, np.ones(decomposition_e.shape)], axis=0 - ) - - if not heatmap_as_contour: - # Plotly needs a list here for validation - hmap = go.Heatmap( - x=list(ph_range), - y=list(v_range), - z=decomposition_e, - text=hovertexts, - hoverinfo="text", - colorbar={ - "title": "∆Gpbx (eV/atom)", - "titleside": "right", - }, - colorscale=PourbaixDiagramComponent.colorscale, - zmin=0, - zmax=1, - ) - data.append(hmap) - - else: - - hmap = go.Contour( - z=decomposition_e, - x=list(ph_range), - y=list(v_range), - colorscale=PourbaixDiagramComponent.colorscale, # or magma - zmin=0, - zmax=1, - connectgaps=True, - line_smoothing=0, - line_width=0, - contours_coloring="heatmap", - text=hovertexts, - ) - data.insert(0, hmap) - - shapes = [] - xydata = [] - labels = [] - - for entry, vertices in pourbaix_diagram._stable_domain_vertices.items(): - formula = entry.name - clean_formula = PourbaixDiagramComponent.clean_formula(formula) - - # Generate annotation - xydata.append(np.average(vertices, axis=0)) - labels.append(clean_formula) - - # Info on SVG paths: https://developer.mozilla.org/en-US/docs/Web/SVG/Tutorial/Paths - # Move to first point - path = "M {},{}".format(*vertices[0]) - # Draw lines to each other point - path += "".join(["L {},{}".format(*vertex) for vertex in vertices[1:]]) - # Close path - path += "Z" - - # Note that the lines and fills are added separately - # so that the lines but not the fills will show up on heatmap. - # This may be condensable in the future if plotly adds a more - # general z-ordering of objects - - # Fill with turquoise if solution - if heatmap_entry is None: - fillcolor = "White" if "Ion" in entry.phase_type else "PaleTurquoise" - shape = go.layout.Shape( - type="path", - path=path, - fillcolor=fillcolor, - line_color=None, - layer="below", - ) - shapes.append(shape) - - # Add lines separately so they show up on heatmap - shape = go.layout.Shape( - type="path", path=path, fillcolor=None, line_color="Black" - ) - shapes.append(shape) - - layout = PourbaixDiagramComponent.default_plot_style - layout.update({"shapes": shapes}) - - if show_labels: - if len(pourbaix_diagram.pbx_elts) == 1: - # Add annotations to layout - annotations = [ - { - "align": "center", - "font": {"color": "#000000", "size": 15.0}, - "opacity": 1, - "showarrow": False, - "text": label, - "x": x, - "xanchor": "center", - "yanchor": "auto", - # "xshift": -10, - # "yshift": -10, - "xref": "x", - "y": y, - "yref": "y", - } - for (x, y), label in zip(xydata, labels) - ] - layout.update({"annotations": annotations}) - else: - x, y = zip(*xydata) - data.append( - go.Scatter(x=x, y=y, text=labels, hoverinfo="text", mode="markers") - ) - - figure = go.Figure(data=data, layout=layout) - - return figure - - # TODO: format formula - @staticmethod - def clean_formula(formula): - # Superscript charges - clean_formula = re.sub(r"\[([0-9+-]+)\]", r"\1", formula) - - # Subscript coefficients - clean_formula = re.sub( - r"([A-Za-z\(\)])([\d\.]+)", r"\1\2", clean_formula - ) - return clean_formula - - @property - def _sub_layouts(self): - - options = html.Div( - [ - dcc.Checklist( - options=[{"label": "Filter solids ", "value": "filter_solids"}], - value=["filter_solids", "show_labels"], - id=self.id("pourbaix_diagram_options"), - style={"display": "inline-block"}, - inputClassName="mpc-radio", - ), - dcc.Checklist( - options=[ - {"label": "Show heatmap ", "value": "show_heatmap"}, - {"label": "Show labels ", "value": "show_labels"}, - ], - value=["show_labels"], - id=self.id("pourbaix_display_options"), - style={"display": "inline-block"}, - inputClassName="mpc-radio", - ), - ], - style={"width": WIDTH, "display": "inline-block"}, - ) - - graph = html.Div( - [ - dcc.Graph( - figure=go.Figure(layout=PourbaixDiagramComponent.empty_plot_style), - id=self.id("graph"), - config={"displayModeBar": False, "displaylogo": False}, - ) - ], - id=self.id("pourbaix-div"), - ) - - sliders = html.Div( - [ - html.Div( - children=[ - html.Div( - f"concentration-{n}", - id=self.id(f"concentration-{n}-text"), - ), - dcc.Slider( - id=self.id(f"concentration-slider-{n}"), - min=-8, - max=1, - step=1, - value=-4, - ), - ], - id=self.id(f"concentration-slider-{n}-div"), - style={"display": "none"}, - ) - for n in range(SUPPORTED_N_ELEMENTS) - ], - id=self.id("slider-div"), - style={"width": WIDTH}, - ) - - return {"graph": graph, "options": options, "sliders": sliders} - - @property - def layout(self): - return html.Div( - children=[ - self._sub_layouts["options"], - self._sub_layouts["sliders"], - self._sub_layouts["graph"], - ] - ) - - def generate_callbacks(self, app, cache): - @app.callback( - Output(self.id("pourbaix-div"), "children"), - [Input(self.id("figure"), "data")], - ) - def update_graph(figure): - if figure is None: - raise PreventUpdate - elif figure == "too_many_elements": - search_error = ( - MessageContainer( - [ - MessageBody( - dcc.Markdown( - "Pourbaix diagrams may only be calculated for materials " - "with {} or fewer non-OH elements".format( - SUPPORTED_N_ELEMENTS - ) - ) - ) - ], - kind="warning", - ), - ) - return search_error - - else: - plot = [ - dcc.Graph( - figure=figure, - config={"displayModeBar": False, "displaylogo": False}, - ) - ] - return plot - - @app.callback( - Output(self.id("figure"), "data"), - [ - Input(self.id("pourbaix_diagram"), "data"), - Input(self.id("pourbaix_display_options"), "value"), - Input(self.id("pourbaix_entries"), "data"), - Input(self.id("struct"), "data"), - ], - ) - def make_figure( - pourbaix_diagram, pourbaix_display_options, pourbaix_entries, struct - ): - if pourbaix_entries == "too_many_elements": - return "too_many_elements" - - if pourbaix_diagram is None: - raise PreventUpdate - - pourbaix_display_options = pourbaix_display_options or [] - - pourbaix_diagram = self.from_data(pourbaix_diagram) - pourbaix_entries = self.from_data(pourbaix_entries) - - # Get heatmap id - if "show_heatmap" in pourbaix_display_options: - struct = self.from_data(struct) - with MPRester() as mpr: - # Should probably enable fetching pourbaix entry - # by mpid in MPRester - heatmap_id = mpr.find_structure(struct)[0] - - # Find entry - heatmap_entry = [ - entry for entry in pourbaix_entries if heatmap_id in entry.entry_id - ][0] - else: - heatmap_entry = None - - show_labels = "show_labels" in pourbaix_display_options - fig = self.get_figure( - pourbaix_diagram, heatmap_entry=heatmap_entry, show_labels=show_labels - ) - return fig - - @app.callback( - Output(self.id("pourbaix_diagram"), "data"), - [ - Input(self.id("pourbaix_entries"), "data"), - Input(self.id("pourbaix_diagram_options"), "value"), - Input(self.id("conc_dict"), "data"), - Input(self.id("struct"), "data"), - ], - ) - def create_pbx_object( - pourbaix_entries, pourbaix_diagram_options, conc_dict, struct - ): - # Pass along element restriction - if pourbaix_entries == "too_many_elements": - return "too_many_elements" - - self.logger.debug("Updating entries") - if pourbaix_entries is None or not pourbaix_entries: - self.logger.debug("Preventing updating entries") - raise PreventUpdate - - pourbaix_entries = self.from_data(pourbaix_entries) - - # filter_solids = True - if pourbaix_diagram_options is not None: - filter_solids = "filter_solids" in pourbaix_diagram_options - else: - filter_solids = True - - # Get composition from structure - struct = self.from_data(struct) - comp_dict = { - str(elt): coeff - for elt, coeff in struct.composition.items() - if elt not in ELEMENTS_HO - } - if conc_dict is not None: - conc_dict = self.from_data(conc_dict) - - pourbaix_diagram = PourbaixDiagram( - pourbaix_entries, - comp_dict=comp_dict, - conc_dict=conc_dict, - filter_solids=filter_solids, - ) - self.logger.debug("Generated pourbaix diagram") - return pourbaix_diagram - - @app.callback( - Output(self.id("pourbaix_entries"), "data"), - [ - Input(self.id("mpid"), "data"), - Input(self.id("struct"), "data"), - Input(self.id("chemsys"), "data"), - ], - ) - def get_chemsys_from_struct_mpid(mpid, struct, chemsys): - ctx = dash.callback_context - - if ctx is None or not ctx.triggered: - raise PreventUpdate - - trigger = ctx.triggered[0] - - if trigger["value"] is None: - raise PreventUpdate - - # mpid trigger - if trigger["prop_id"] == self.id("mpid") + ".data": - with MPRester() as mpr: - entry = mpr.get_entry_by_material_id(mpid) - - chemsys = [str(elem) for elem in entry.composition.elements] - - # struct trigger - elif trigger["prop_id"] == self.id("struct") + ".data": - chemsys = [ - str(elem) for elem in self.from_data(struct).composition.elements - ] - - if len(set(chemsys) - {"O", "H"}) > SUPPORTED_N_ELEMENTS: - return "too_many_elements" - - with MPRester() as mpr: - pourbaix_entries = mpr.get_pourbaix_entries(chemsys) - - return pourbaix_entries - - # This is a hacked way of getting concentration, but haven't found a more sane fix - # Basically creates 3 persistent sliders and updates the concentration according to - # their values. Renders only the necessary ones visible. - @app.callback( - [ - Output(self.id(f"concentration-slider-{index}-div"), "style") - for index in range(SUPPORTED_N_ELEMENTS) - ], - [ - Input(self.id("pourbaix_diagram"), "data"), - Input(self.id("struct"), "data"), - ], - ) - def reveal_sliders(pourbaix_diagram, struct): - if struct is None: - raise PreventUpdate - struct = self.from_data(struct) - pbx_elts = [ - elt for elt in struct.composition.keys() if elt not in ELEMENTS_HO - ] - nelts = len(pbx_elts) - styles = [{}] * nelts - styles += [{"display": "none"}] * (SUPPORTED_N_ELEMENTS - nelts) - return styles - - @app.callback( - [Output(self.id("conc_dict"), "data")] - + [ - Output(self.id(f"concentration-{index}-text"), "children") - for index in range(SUPPORTED_N_ELEMENTS) - ], - [Input(self.id("struct"), "data")] - + [ - Input(self.id(f"concentration-slider-{index}"), "value") - for index in range(SUPPORTED_N_ELEMENTS) - ], - ) - def update_conc_dict(struct, *args): - if args[0] is None: - raise PreventUpdate - - struct = self.from_data(struct) - pbx_elts = sorted( - str(elt) for elt in struct.composition.keys() if elt not in ELEMENTS_HO - ) - conc_dict = { - k: 10**arg for k, arg in zip(pbx_elts, args[: len(pbx_elts)]) - } - conc_text = [f"{k}: {v} M" for k, v in conc_dict.items()] - conc_text += [""] * (SUPPORTED_N_ELEMENTS - len(pbx_elts)) - return [conc_dict] + conc_text - - -class PourbaixDiagramPanelComponent(PanelComponent): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.pourbaix_component = PourbaixDiagramComponent() - self.pourbaix_component.attach_from(self, this_store_name="struct") - - @property - def title(self): - return "Pourbaix Diagram" - - @property - def description(self): - return ( - "Display the pourbaix diagram for the" - " chemical system containing this structure (fewer than 3 non-OH species)." - ) - - def update_contents(self, new_store_contents, *args): - return self.pourbaix_component.layout diff --git a/build/lib/crystal_toolkit/components/robocrys.py b/build/lib/crystal_toolkit/components/robocrys.py deleted file mode 100644 index 579fdabf..00000000 --- a/build/lib/crystal_toolkit/components/robocrys.py +++ /dev/null @@ -1,63 +0,0 @@ -import dash_html_components as html -from dash.dependencies import Input, Output -from robocrys import StructureCondenser, StructureDescriber -from robocrys import __version__ as robocrys_version - -from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import MessageContainer, MessageBody, Loading - - -class RobocrysComponent(PanelComponent): - @property - def title(self): - return "Description" - - @property - def description(self): - return ( - "Your friendly robocrystallographer tries to describe a structure much " - "like a human crystallographer would." - ) - - def contents_layout(self) -> html.Div: - - return Loading(id=self.id("robocrys")) - - def generate_callbacks(self, app, cache): - - super().generate_callbacks(app, cache) - - @app.callback( - Output(self.id("robocrys"), "children"), [Input(self.id(), "data")] - ) - @cache.memoize() - def run_robocrys_analysis(new_store_contents): - - struct = self.from_data(new_store_contents) - - try: - - condenser = StructureCondenser() - describer = StructureDescriber(fmt="unicode") - - condensed_structure = condenser.condense_structure(struct) - - description = describer.describe(condensed_structure) - - except Exception as exc: - - description = str(exc) - - return MessageContainer( - MessageBody( - [ - f"{description} – ", - html.A( - f"🤖 robocrys v{robocrys_version}", - href="https://github.com/hackingmaterials/robocrystallographer", - style={"white-space": "nowrap"}, - ), - ] - ), - kind="dark", - ) diff --git a/build/lib/crystal_toolkit/components/search.py b/build/lib/crystal_toolkit/components/search.py deleted file mode 100644 index a4257677..00000000 --- a/build/lib/crystal_toolkit/components/search.py +++ /dev/null @@ -1,241 +0,0 @@ -import os - -import dash_core_components as dcc -import dash_html_components as html - -from dash.dependencies import Input, Output, State -from dash.exceptions import PreventUpdate - -from monty.serialization import loadfn -from pymatgen.core.composition import CompositionError -from pymatgen.util.string import unicodeify -from pymatgen.ext.matproj import MPRester - - -from pymatgen.util.string import unicodeify_spacegroup -from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import ( - Button, - Control, - Field, - Icon, - MessageBody, - MessageContainer, - mpids, -) -from crystal_toolkit import __file__ as module_path - -import numpy as np - -from random import choice - - -class SearchComponent(MPComponent): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.create_store("results") - - def _get_mpid_cache(self): - - path = os.path.join(os.path.dirname(module_path), "mpid_cache.json") - - if os.path.isfile(path): - mpid_cache = loadfn(path) - else: - mpid_cache = [] - # else: - # try: - # with MPRester() as mpr: - # # restrict random mpids to those likely experimentally known - # # and not too large - # entries = mpr.query( - # {"nsites": {"$lte": 16}}, - # ["task_id", "icsd_ids"], - # chunk_size=0, - # mp_decode=False, - # ) - # mpid_cache = [ - # entry["task_id"] for entry in entries if len(entry["icsd_ids"]) > 2 - # ] - # dumpfn(mpid_cache, path) - # except Exception: - # mpid_cache = [] - - self.mpid_cache = mpid_cache - - def _make_search_box(self, search_term=None): - - search_field = dcc.Input( - id=self.id("input"), - className="input", - type="text", - value=search_term, - placeholder="Enter a formula or mp-id…", - ) - search_button = Button( - [Icon(kind="search"), html.Span(), "Search"], - kind="primary", - id=self.id("button"), - ) - search = Field( - [Control(search_field), Control(search_button)], - addons=True, - style={"marginBottom": "0"}, - ) - - return html.Div( - [html.Label("Search Materials Project:", className="mpc-label"), search] - ) - - @property - def _sub_layouts(self): - - search = html.Div(self._make_search_box(), id=self.id("search_container")) - - random_link = html.A( - "get random mp-id", className="is-text is-size-7", id=self.id("random") - ) - - dropdown = dcc.Dropdown(id=self.id("dropdown"), clearable=False) - dropdown_container = html.Div( - [html.Label("Multiple results found, please select one:"), dropdown], - id=self.id("dropdown-container"), - style={"display": "none"}, - ) - - warning = html.Div(style={"display": "none"}, id=self.id("warning")) - - search = html.Div([search, random_link], style={"marginBottom": "0.75rem"}) - - search = html.Div([search, warning, dropdown_container]) - - return {"search": search} - - def layout(self): - return html.Div([self._sub_layouts["search"]]) - - def generate_callbacks(self, app, cache): - - self._get_mpid_cache() - - @cache.memoize(timeout=0) - def get_human_readable_results_from_search_term(search_term): - - # common confusables - if search_term.isnumeric() and str(int(search_term)) == search_term: - search_term = f"mp-{search_term}" - if search_term.startswith("mp") and "-" not in search_term: - search_term = f"mp-{search_term.split('mp')[1]}" - - if search_term.startswith("mp-") or search_term.startswith("mvc-"): - # no need to actually search, support multiple mp-ids (space separated) - return {mpid: mpid for mpid in search_term.split(" ")} - - with MPRester() as mpr: - try: - entries = mpr.query( - search_term, - [ - "task_id", - "pretty_formula", - "e_above_hull", - "spacegroup.symbol", - ], - ) - except CompositionError: - entries = [] - - if len(entries) == 0: - self.logger.info(f"Search: no results for {search_term}") - return {"error": f"No results found for {search_term}."} - - # sort by e_above_hull if a normal query, or by Levenshtein distance - # if fuzzy matching (order of mpids list if present matches Levenshtein distance) - if not mpids: - entries = sorted(entries, key=lambda x: x["e_above_hull"]) - else: - entries = sorted(entries, key=lambda x: mpids.index(x["task_id"])) - - for entry in entries: - e_hull = entry["e_above_hull"] - if e_hull == 0: - entry["e_above_hull_human"] = "predicted stable phase" - elif e_hull >= 0.01: - entry["e_above_hull_human"] = f"+{e_hull:.2f} eV/atom" - else: - e_hull_str = np.format_float_scientific(e_hull, precision=2) - entry["e_above_hull_human"] = f"+{e_hull_str} eV/atom" - - human_readable_results = { - entry["task_id"]: f"{unicodeify(entry['pretty_formula'])} " - f"({unicodeify_spacegroup(entry['spacegroup.symbol'])}) " - f"{entry['e_above_hull_human']}" - for entry in entries - } - - return human_readable_results - - @app.callback( - Output(self.id("results"), "data"), - [Input(self.id("input"), "n_submit"), Input(self.id("button"), "n_clicks")], - [State(self.id("input"), "value")], - ) - def update_results(n_submit, n_clicks, search_term): - - if not search_term: - raise PreventUpdate - - self.logger.info(f"Search: {search_term}") - - results = get_human_readable_results_from_search_term(search_term) - - self.logger.debug(f"Search results: {results}") - - return results - - @app.callback( - Output(self.id("dropdown"), "options"), [Input(self.id("results"), "data")] - ) - def update_dropdown_options(results): - if not results or "error" in results: - raise PreventUpdate - return [{"value": mpid, "label": label} for mpid, label in results.items()] - - @app.callback( - Output(self.id("dropdown"), "value"), [Input(self.id("results"), "data")] - ) - def update_dropdown_value(results): - if not results or "error" in results: - raise PreventUpdate - return list(results.keys())[0] - - @app.callback( - Output(self.id("dropdown-container"), "style"), - [Input(self.id("results"), "data")], - ) - def hide_show_dropdown(results): - if not results or len(results) <= 1: - return {"display": "none"} - else: - return {} - - @app.callback( - Output(self.id("warning"), "children"), [Input(self.id("results"), "data")] - ) - def show_warning(results): - if results and "error" in results: - return MessageContainer(MessageBody(results["error"])) - else: - return html.Div() - - @app.callback( - Output(self.id("search_container"), "children"), - [Input(self.id("random"), "n_clicks")], - ) - def update_displayed_mpid(random_n_clicks): - # TODO: this is a really awkward solution to a complex callback chain, improve in future? - return self._make_search_box(search_term=choice(self.mpid_cache)) - - @app.callback(Output(self.id(), "data"), [Input(self.id("dropdown"), "value")]) - def update_store_from_value(mpid): - return mpid diff --git a/build/lib/crystal_toolkit/components/structure.py b/build/lib/crystal_toolkit/components/structure.py deleted file mode 100644 index 218975dd..00000000 --- a/build/lib/crystal_toolkit/components/structure.py +++ /dev/null @@ -1,979 +0,0 @@ -import re -import warnings -from collections import OrderedDict -from itertools import chain, combinations_with_replacement -from typing import Dict, Optional, Tuple, Union - -import dash_table as dt -import numpy as np -from dash.dependencies import Input, Output, State -from dash.exceptions import PreventUpdate -from dash_mp_components import CrystalToolkitScene -from pymatgen.analysis.graphs import MoleculeGraph, StructureGraph -from pymatgen.analysis.local_env import NearNeighbors -from pymatgen.core.composition import Composition -from pymatgen.core.periodic_table import DummySpecie -from pymatgen.core.structure import Molecule, Structure -from pymatgen.symmetry.analyzer import SpacegroupAnalyzer - -from crystal_toolkit.core.legend import Legend -from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.core.scene import Scene -from crystal_toolkit.helpers.layouts import Button, Control, Field, H2, Icon, dcc, html -from crystal_toolkit.settings import SETTINGS - -try: - from typing import Literal -except ImportError: - from typing import Literal - -# TODO: make dangling bonds "stubs"? (fixed length) - -DEFAULTS = { - "color_scheme": "VESTA", - "bonding_strategy": "CrystalNN", - "radius_strategy": "uniform", - "draw_image_atoms": True, - "bonded_sites_outside_unit_cell": False, - "hide_incomplete_bonds": True, - "show_compass": True, - "unit_cell_choice": "input", -} - - -class StructureMoleculeComponent(MPComponent): - """ - A component to display pymatgen Structure, Molecule, StructureGraph - and MoleculeGraph objects. - """ - - available_bonding_strategies = { - subclass.__name__: subclass for subclass in NearNeighbors.__subclasses__() - } - - default_scene_settings = { - "extractAxis": True, - # For visual diff testing, we change the renderer - # to SVG since this WebGL support is more difficult - # in headless browsers / CI. - "renderer": "svg" if SETTINGS.TEST_MODE else "webgl", - "secondaryObjectView": False, - } - - # what to show for the title_layout if structure/molecule not loaded - default_title = "Crystal Toolkit" - - def __init__( - self, - struct_or_mol: Optional[ - Union[Structure, StructureGraph, Molecule, MoleculeGraph] - ] = None, - id: str = None, - scene_additions: Optional[Scene] = None, - bonding_strategy: str = DEFAULTS["bonding_strategy"], - bonding_strategy_kwargs: Optional[dict] = None, - color_scheme: str = DEFAULTS["color_scheme"], - color_scale: Optional[str] = None, - radius_strategy: str = DEFAULTS["radius_strategy"], - unit_cell_choice: str = DEFAULTS["unit_cell_choice"], - draw_image_atoms: bool = DEFAULTS["draw_image_atoms"], - bonded_sites_outside_unit_cell: bool = DEFAULTS[ - "bonded_sites_outside_unit_cell" - ], - hide_incomplete_bonds: bool = DEFAULTS["hide_incomplete_bonds"], - show_compass: bool = DEFAULTS["show_compass"], - scene_settings: Optional[Dict] = None, - **kwargs, - ): - """ - Create a StructureMoleculeComponent from a structure or molecule. - - :param struct_or_mol: input structure or molecule - :param id: canonical id - :param scene_additions: extra geometric elements to add to the 3D scene - :param bonding_strategy: bonding strategy from pymatgen NearNeighbors class - :param bonding_strategy_kwargs: options for the bonding strategy - :param color_scheme: color scheme, see Legend class - :param color_scale: color scale, see Legend class - :param radius_strategy: radius strategy, see Legend class - :param draw_image_atoms: whether to draw repeats of atoms on periodic images - :param bonded_sites_outside_unit_cell: whether to draw sites bonded outside the unit cell - :param hide_incomplete_bonds: whether to hide or show incomplete bonds - :param show_compass: whether to hide or show the compass - :param scene_settings: scene settings (lighting etc.) to pass to CrystalToolkitScene - :param kwargs: extra keyword arguments to pass to MPComponent - """ - - super().__init__(id=id, default_data=struct_or_mol, **kwargs) - - self.initial_scene_settings = self.default_scene_settings.copy() - if scene_settings: - self.initial_scene_settings.update(scene_settings) - - self.create_store("scene_settings", initial_data=self.initial_scene_settings) - - # unit cell choice and bonding algorithms need to come from a settings - # object (in a dcc.Store) guaranteed to be present in layout, rather - # than from the controls themselves -- since these are optional and - # may not be present in the layout - self.create_store( - "graph_generation_options", - initial_data={ - "bonding_strategy": bonding_strategy, - "bonding_strategy_kwargs": bonding_strategy_kwargs, - "unit_cell_choice": unit_cell_choice, - }, - ) - - self.create_store( - "display_options", - initial_data={ - "color_scheme": color_scheme, - "color_scale": color_scale, - "radius_strategy": radius_strategy, - "draw_image_atoms": draw_image_atoms, - "bonded_sites_outside_unit_cell": bonded_sites_outside_unit_cell, - "hide_incomplete_bonds": hide_incomplete_bonds, - "show_compass": show_compass, - }, - ) - - if scene_additions: - initial_scene_additions = Scene( - name="scene_additions", contents=scene_additions - ).to_json() - else: - initial_scene_additions = None - self.create_store("scene_additions", initial_data=initial_scene_additions) - - if struct_or_mol: - # graph is cached explicitly, this isn't necessary but is an - # optimization so that graph is only re-generated if bonding - # algorithm changes - struct_or_mol = self._preprocess_structure( - struct_or_mol, unit_cell_choice=unit_cell_choice - ) - graph = self._preprocess_input_to_graph( - struct_or_mol, - bonding_strategy=bonding_strategy, - bonding_strategy_kwargs=bonding_strategy_kwargs, - ) - scene, legend = self.get_scene_and_legend( - graph, - scene_additions=self.initial_data["scene_additions"], - **self.initial_data["display_options"], - ) - if hasattr(struct_or_mol, "lattice"): - self._lattice = struct_or_mol.lattice - else: - # component could be initialized without a structure, in which case - # an empty scene should be displayed - graph = None - scene, legend = self.get_scene_and_legend( - None, - scene_additions=self.initial_data["scene_additions"], - **self.initial_data["display_options"], - ) - - self.create_store("legend_data", initial_data=legend) - self.create_store("graph", initial_data=graph) - - # this is used by a CrystalToolkitScene component, not a dcc.Store - self._initial_data["scene"] = scene - - # hide axes inset for molecules - if isinstance(struct_or_mol, Molecule) or isinstance( - struct_or_mol, MoleculeGraph - ): - self.scene_kwargs = {"axisView": "HIDDEN"} - else: - self.scene_kwargs = {} - - def generate_callbacks(self, app, cache): - - # a lot of the verbosity in this callback is to support custom bonding - # this is not the format CutOffDictNN expects (since that is not JSON - # serializable), so we store as a list of tuples instead - # TODO: make CutOffDictNN args JSON serializable - app.clientside_callback( - """ - function (bonding_strategy, custom_cutoffs_rows, unit_cell_choice) { - - const bonding_strategy_kwargs = {} - if (bonding_strategy === 'CutOffDictNN') { - const cut_off_dict = [] - custom_cutoffs_rows.forEach(function(row) { - cut_off_dict.push([row['A'], row['B'], parseFloat(row['A—B'])]) - }) - bonding_strategy_kwargs.cut_off_dict = cut_off_dict - } - - return { - bonding_strategy: bonding_strategy, - bonding_strategy_kwargs: bonding_strategy_kwargs, - unit_cell_choice: unit_cell_choice - } - } - """, - Output(self.id("graph_generation_options"), "data"), - [ - Input(self.id("bonding_algorithm"), "value"), - Input(self.id("bonding_algorithm_custom_cutoffs"), "data"), - Input(self.id("unit-cell-choice"), "value"), - ], - ) - - app.clientside_callback( - """ - function (values, options) { - const visibility = {} - options.forEach(function (opt) { - visibility[opt.value] = Boolean(values.includes(opt.value)) - }) - return visibility - } - """, - Output(self.id("scene"), "toggleVisibility"), - [Input(self.id("hide-show"), "value")], - [State(self.id("hide-show"), "options")], - ) - - app.clientside_callback( - """ - function (colorScheme, radiusStrategy, drawOptions, displayOptions) { - - const newDisplayOptions = Object.assign({}, displayOptions); - newDisplayOptions.color_scheme = colorScheme - newDisplayOptions.radius_strategy = radiusStrategy - newDisplayOptions.draw_image_atoms = drawOptions.includes('draw_image_atoms') - newDisplayOptions.bonded_sites_outside_unit_cell = drawOptions.includes('bonded_sites_outside_unit_cell') - newDisplayOptions.hide_incomplete_bonds = drawOptions.includes('hide_incomplete_bonds') - - return newDisplayOptions - } - """, - Output(self.id("display_options"), "data"), - [ - Input(self.id("color-scheme"), "value"), - Input(self.id("radius_strategy"), "value"), - Input(self.id("draw_options"), "value"), - ], - [State(self.id("display_options"), "data")], - ) - - @app.callback( - Output(self.id("graph"), "data"), - [ - Input(self.id("graph_generation_options"), "data"), - Input(self.id(), "data"), - ], - [State(self.id("graph"), "data")], - ) - @cache.memoize() - def update_graph(graph_generation_options, struct_or_mol, current_graph): - - if not struct_or_mol: - raise PreventUpdate - - struct_or_mol = self.from_data(struct_or_mol) - current_graph = self.from_data(current_graph) - - bonding_strategy_kwargs = graph_generation_options[ - "bonding_strategy_kwargs" - ] - - # TODO: add additional check here? - unit_cell_choice = graph_generation_options["unit_cell_choice"] - struct_or_mol = self._preprocess_structure(struct_or_mol, unit_cell_choice) - - graph = self._preprocess_input_to_graph( - struct_or_mol, - bonding_strategy=graph_generation_options["bonding_strategy"], - bonding_strategy_kwargs=bonding_strategy_kwargs, - ) - - if ( - current_graph - and graph.structure == current_graph.structure - and graph == current_graph - ): - raise PreventUpdate - - return graph - - @app.callback( - Output(self.id("scene"), "data"), - [ - Input(self.id("graph"), "data"), - Input(self.id("display_options"), "data"), - Input(self.id("scene_additions"), "data"), - ], - ) - @cache.memoize() - def update_scene(graph, display_options, scene_additions): - if not graph or not display_options: - raise PreventUpdate - display_options = self.from_data(display_options) - graph = self.from_data(graph) - scene, legend = self.get_scene_and_legend( - graph, **display_options, scene_additions=scene_additions - ) - return scene - - @app.callback( - Output(self.id("legend_data"), "data"), - [ - Input(self.id("graph"), "data"), - Input(self.id("display_options"), "data"), - Input(self.id("scene_additions"), "data"), - ], - ) - @cache.memoize() - def update_legend_and_colors(graph, display_options, scene_additions): - if not graph or not display_options: - raise PreventUpdate - display_options = self.from_data(display_options) - graph = self.from_data(graph) - scene, legend = self.get_scene_and_legend( - graph, **display_options, scene_additions=scene_additions - ) - return legend - - @app.callback( - Output(self.id("color-scheme"), "options"), - [Input(self.id("legend_data"), "data")], - ) - def update_color_options(legend_data): - - # TODO: make client-side - color_options = [ - {"label": "Jmol", "value": "Jmol"}, - {"label": "VESTA", "value": "VESTA"}, - {"label": "Accessible", "value": "accessible"}, - ] - - if not legend_data: - return color_options - - for option in legend_data["available_color_schemes"]: - color_options += [ - {"label": f"Site property: {option}", "value": option} - ] - - return color_options - - # app.clientside_callback( - # """ - # function (legendData) { - # - # var colorOptions = [ - # {label: "Jmol", value: "Jmol"}, - # {label: "VESTA", value: "VESTA"}, - # {label: "Accessible", value: "accessible"}, - # ] - # - # - # - # return colorOptions - # } - # """, - # Output(self.id("color-scheme"), "options"), - # [Input(self.id("legend_data"), "data")] - # ) - - @app.callback( - Output(self.id("scene"), "imageRequest"), - [Input(self.id("screenshot_button"), "n_clicks")], - [State(self.id("scene"), "imageRequest"), State(self.id(), "data")], - ) - @cache.memoize() - def trigger_screenshot(n_clicks, current_requests, struct_or_mol): - if n_clicks is None: - raise PreventUpdate - struct_or_mol = self.from_data(struct_or_mol) - # TODO: this will break if store is structure/molecule graph ... - formula = struct_or_mol.composition.reduced_formula - if hasattr(struct_or_mol, "get_space_group_info"): - spgrp = struct_or_mol.get_space_group_info()[0] - else: - spgrp = "" - request_filename = f"{formula}-{spgrp}-crystal-toolkit.png" - if not current_requests: - n_requests = 1 - else: - n_requests = current_requests["n_requests"] + 1 - return { - "n_requests": n_requests, - "filename": request_filename, - "fileType": "png", - } - - @app.callback( - Output(self.id("title_container"), "children"), - [Input(self.id("legend_data"), "data")], - ) - @cache.memoize() - def update_title(legend): - - if not legend: - raise PreventUpdate - - legend = self.from_data(legend) - - return self._make_title(legend) - - @app.callback( - Output(self.id("legend_container"), "children"), - [Input(self.id("legend_data"), "data")], - ) - @cache.memoize() - def update_legend(legend): - - if not legend: - raise PreventUpdate - - legend = self.from_data(legend) - - return self._make_legend(legend) - - @app.callback( - [ - Output(self.id("bonding_algorithm_custom_cutoffs"), "data"), - Output(self.id("bonding_algorithm_custom_cutoffs_container"), "style"), - ], - [Input(self.id("bonding_algorithm"), "value")], - [ - State(self.id("graph"), "data"), - State(self.id("bonding_algorithm_custom_cutoffs_container"), "style"), - ], - ) - @cache.memoize() - def update_custom_bond_options(bonding_algorithm, graph, current_style): - - if not graph: - raise PreventUpdate - - if bonding_algorithm == "CutOffDictNN": - style = {} - else: - style = {"display": "none"} - if style == current_style: - # no need to update rows if we're not showing them - raise PreventUpdate - - graph = self.from_data(graph) - rows = self._make_bonding_algorithm_custom_cuffoff_data(graph) - - return rows, style - - def _make_legend(self, legend): - - if not legend: - return html.Div(id=self.id("legend")) - - def get_font_color(hex_code): - # ensures contrasting font color for background color - c = tuple(int(hex_code[1:][i : i + 2], 16) for i in (0, 2, 4)) - if 1 - (c[0] * 0.299 + c[1] * 0.587 + c[2] * 0.114) / 255 < 0.5: - font_color = "#000000" - else: - font_color = "#ffffff" - return font_color - - try: - formula = Composition.from_dict(legend["composition"]).reduced_formula - except: - # TODO: fix legend for Dummy Specie compositions - formula = "Unknown" - - legend_colors = OrderedDict( - sorted(list(legend["colors"].items()), key=lambda x: formula.find(x[1])) - ) - - legend_elements = [ - Button( - html.Span( - name, className="icon", style={"color": get_font_color(color)} - ), - kind="static", - style={"backgroundColor": color}, - ) - for color, name in legend_colors.items() - ] - - return Field( - [Control(el, style={"marginRight": "0.2rem"}) for el in legend_elements], - id=self.id("legend"), - grouped=True, - ) - - def _make_title(self, legend): - - if not legend or (not legend.get("composition", None)): - return H2(self.default_title, id=self.id("title")) - - composition = legend["composition"] - if isinstance(composition, dict): - - try: - composition = Composition.from_dict(composition) - - # strip DummySpecie if present (TODO: should be method in pymatgen) - composition = Composition( - { - el: amt - for el, amt in composition.items() - if not isinstance(el, DummySpecie) - } - ) - composition = composition.get_reduced_composition_and_factor()[0] - formula = composition.reduced_formula - formula_parts = re.findall(r"[^\d_]+|\d+", formula) - formula_components = [ - html.Sub(part.strip()) - if part.isnumeric() - else html.Span(part.strip()) - for part in formula_parts - ] - except: - formula_components = list(map(str, composition.keys())) - - return H2( - formula_components, id=self.id("title"), style={"display": "inline-block"} - ) - - @staticmethod - def _make_bonding_algorithm_custom_cuffoff_data(graph): - if not graph: - return [{"A": None, "B": None, "A—B": None}] - struct_or_mol = StructureMoleculeComponent._get_struct_or_mol(graph) - # can't use type_of_specie because it doesn't work with disordered structures - species = set( - map( - str, - chain.from_iterable( - [list(c.keys()) for c in struct_or_mol.species_and_occu] - ), - ) - ) - rows = [ - {"A": combination[0], "B": combination[1], "A—B": 0} - for combination in combinations_with_replacement(species, 2) - ] - return rows - - @property - def _sub_layouts(self): - - struct_layout = html.Div( - CrystalToolkitScene( - id=self.id("scene"), - data=self.initial_data["scene"], - settings=self.initial_scene_settings, - sceneSize="100%", - **self.scene_kwargs, - ), - style={ - "width": "100%", - "height": "100%", - "overflow": "hidden", - "margin": "0 auto", - }, - ) - - screenshot_layout = html.Div( - [ - Button( - [Icon(kind="download"), html.Span(), "Download Image"], - kind="primary", - id=self.id("screenshot_button"), - ) - ], - # TODO: change to "bottom" when dropdown included - style={"verticalAlign": "top", "display": "inline-block"}, - ) - - title_layout = html.Div( - self._make_title(self._initial_data["legend_data"]), - id=self.id("title_container"), - ) - - legend_layout = html.Div( - self._make_legend(self._initial_data["legend_data"]), - id=self.id("legend_container"), - ) - - nn_mapping = { - "CrystalNN": "CrystalNN", - "Custom Bonds": "CutOffDictNN", - "Jmol Bonding": "JmolNN", - "Minimum Distance (10% tolerance)": "MinimumDistanceNN", - "O'Keeffe's Algorithm": "MinimumOKeeffeNN", - "Hoppe's ECoN Algorithm": "EconNN", - "Brunner's Reciprocal Algorithm": "BrunnerNN_reciprocal", - } - - bonding_algorithm = dcc.Dropdown( - options=[{"label": k, "value": v} for k, v in nn_mapping.items()], - value=self.initial_data["graph_generation_options"]["bonding_strategy"], - clearable=False, - id=self.id("bonding_algorithm"), - persistence=SETTINGS.PERSISTENCE, - persistence_type=SETTINGS.PERSISTENCE_TYPE, - ) - - bonding_algorithm_custom_cutoffs = html.Div( - [ - html.Br(), - dt.DataTable( - columns=[ - {"name": "A", "id": "A"}, - {"name": "B", "id": "B"}, - {"name": "A—B /Å", "id": "A—B"}, - ], - editable=True, - data=self._make_bonding_algorithm_custom_cuffoff_data( - self.initial_data.get("default") - ), - id=self.id("bonding_algorithm_custom_cutoffs"), - ), - html.Br(), - ], - id=self.id("bonding_algorithm_custom_cutoffs_container"), - style={"display": "none"}, - ) - - options_layout = Field( - [ - #  TODO: hide if molecule - html.Label("Change unit cell:", className="mpc-label"), - html.Div( - dcc.Dropdown( - options=[ - {"label": "Input cell", "value": "input"}, - {"label": "Primitive cell", "value": "primitive"}, - {"label": "Conventional cell", "value": "conventional"}, - { - "label": "Reduced cell (Niggli)", - "value": "reduced_niggli", - }, - {"label": "Reduced cell (LLL)", "value": "reduced_lll"}, - ], - value="input", - clearable=False, - id=self.id("unit-cell-choice"), - persistence=SETTINGS.PERSISTENCE, - persistence_type=SETTINGS.PERSISTENCE_TYPE, - ), - className="mpc-control", - ), - html.Div( - [ - html.Label("Change bonding algorithm: ", className="mpc-label"), - bonding_algorithm, - bonding_algorithm_custom_cutoffs, - ] - ), - html.Label("Change color scheme:", className="mpc-label"), - html.Div( - dcc.Dropdown( - options=[ - {"label": "VESTA", "value": "VESTA"}, - {"label": "Jmol", "value": "Jmol"}, - {"label": "Accessible", "value": "accessible"}, - ], - value=self.initial_data["display_options"]["color_scheme"], - clearable=False, - persistence=SETTINGS.PERSISTENCE, - persistence_type=SETTINGS.PERSISTENCE_TYPE, - id=self.id("color-scheme"), - ), - className="mpc-control", - ), - html.Label("Change atomic radii:", className="mpc-label"), - html.Div( - dcc.Dropdown( - options=[ - {"label": "Ionic", "value": "specified_or_average_ionic"}, - {"label": "Covalent", "value": "covalent"}, - {"label": "Van der Waals", "value": "van_der_waals"}, - { - "label": f"Uniform ({Legend.uniform_radius}Å)", - "value": "uniform", - }, - ], - value=self.initial_data["display_options"]["radius_strategy"], - clearable=False, - persistence=SETTINGS.PERSISTENCE, - persistence_type=SETTINGS.PERSISTENCE_TYPE, - id=self.id("radius_strategy"), - ), - className="mpc-control", - ), - html.Label("Draw options:", className="mpc-label"), - html.Div( - [ - dcc.Checklist( - options=[ - { - "label": "Draw repeats of atoms on periodic boundaries", - "value": "draw_image_atoms", - }, - { - "label": "Draw atoms outside unit cell bonded to " - "atoms within unit cell", - "value": "bonded_sites_outside_unit_cell", - }, - { - "label": "Hide bonds where destination atoms are not shown", - "value": "hide_incomplete_bonds", - }, - ], - value=[ - opt - for opt in ( - "draw_image_atoms", - "bonded_sites_outside_unit_cell", - "hide_incomplete_bonds", - ) - if self.initial_data["display_options"][opt] - ], - labelStyle={"display": "block"}, - inputClassName="mpc-radio", - id=self.id("draw_options"), - persistence=SETTINGS.PERSISTENCE, - persistence_type=SETTINGS.PERSISTENCE_TYPE, - ) - ] - ), - html.Label("Hide/show:", className="mpc-label"), - html.Div( - [ - dcc.Checklist( - options=[ - {"label": "Atoms", "value": "atoms"}, - {"label": "Bonds", "value": "bonds"}, - {"label": "Unit cell", "value": "unit_cell"}, - {"label": "Polyhedra", "value": "polyhedra"}, - {"label": "Axes", "value": "axes"}, - ], - value=["atoms", "bonds", "unit_cell", "polyhedra"], - labelStyle={"display": "block"}, - inputClassName="mpc-radio", - id=self.id("hide-show"), - persistence=SETTINGS.PERSISTENCE, - persistence_type=SETTINGS.PERSISTENCE_TYPE, - ) - ], - className="mpc-control", - ), - ] - ) - - return { - "struct": struct_layout, - "screenshot": screenshot_layout, - "options": options_layout, - "title": title_layout, - "legend": legend_layout, - } - - def layout(self, size: str = "500px") -> html.Div: - """ - :param size: a CSS string specifying width/height of Div - :return: A html.Div containing the 3D structure or molecule - """ - return html.Div( - self._sub_layouts["struct"], style={"width": size, "height": size} - ) - - @staticmethod - def _preprocess_structure( - struct_or_mol: Union[Structure, StructureGraph, Molecule, MoleculeGraph], - unit_cell_choice: Literal[ - "input", "primitive", "conventional", "reduced_niggli", "reduced_lll" - ] = "input", - ): - if isinstance(struct_or_mol, Structure): - if unit_cell_choice != "input": - if unit_cell_choice == "primitive": - struct_or_mol = struct_or_mol.get_primitive_structure() - elif unit_cell_choice == "conventional": - sga = SpacegroupAnalyzer(struct_or_mol) - struct_or_mol = sga.get_conventional_standard_structure() - elif unit_cell_choice == "reduced_niggli": - struct_or_mol = struct_or_mol.get_reduced_structure( - reduction_algo="niggli" - ) - elif unit_cell_choice == "reduced_lll": - struct_or_mol = struct_or_mol.get_reduced_structure( - reduction_algo="LLL" - ) - return struct_or_mol - - @staticmethod - def _preprocess_input_to_graph( - input: Union[Structure, StructureGraph, Molecule, MoleculeGraph], - bonding_strategy: str = DEFAULTS["bonding_strategy"], - bonding_strategy_kwargs: Optional[Dict] = None, - ) -> Union[StructureGraph, MoleculeGraph]: - - if isinstance(input, Structure): - - # ensure fractional co-ordinates are normalized to be in [0,1) - # (this is actually not guaranteed by Structure) - try: - input = input.as_dict(verbosity=0) - except TypeError: - # TODO: remove this, necessary for Slab(?), some structure subclasses don't have verbosity - input = input.as_dict() - for site in input["sites"]: - site["abc"] = np.mod(site["abc"], 1) - input = Structure.from_dict(input) - - if not input.is_ordered: - # calculating bonds in disordered structures is currently very flaky - bonding_strategy = "CutOffDictNN" - - # we assume most uses of this class will give a structure as an input argument, - # meaning we have to calculate the graph for bonding information, however if - # the graph is already known and supplied, we will use that - if isinstance(input, StructureGraph) or isinstance(input, MoleculeGraph): - graph = input - else: - if ( - bonding_strategy - not in StructureMoleculeComponent.available_bonding_strategies.keys() - ): - raise ValueError( - "Bonding strategy not supported. Please supply a name " - "of a NearNeighbor subclass, choose from: {}".format( - ", ".join( - StructureMoleculeComponent.available_bonding_strategies.keys() - ) - ) - ) - else: - bonding_strategy_kwargs = bonding_strategy_kwargs or {} - if bonding_strategy == "CutOffDictNN": - if "cut_off_dict" in bonding_strategy_kwargs: - # TODO: remove this hack by making args properly JSON serializable - bonding_strategy_kwargs["cut_off_dict"] = { - (x[0], x[1]): x[2] - for x in bonding_strategy_kwargs["cut_off_dict"] - } - bonding_strategy = ( - StructureMoleculeComponent.available_bonding_strategies[ - bonding_strategy - ](**bonding_strategy_kwargs) - ) - try: - with warnings.catch_warnings(): - warnings.simplefilter("ignore") - if isinstance(input, Structure): - graph = StructureGraph.with_local_env_strategy( - input, bonding_strategy - ) - else: - graph = MoleculeGraph.with_local_env_strategy( - input, bonding_strategy, reorder=False - ) - except: - # for some reason computing bonds failed, so let's not have any bonds(!) - if isinstance(input, Structure): - graph = StructureGraph.with_empty_graph(input) - else: - graph = MoleculeGraph.with_empty_graph(input) - - return graph - - @staticmethod - def _get_struct_or_mol( - graph: Union[StructureGraph, MoleculeGraph, Structure, Molecule] - ) -> Union[Structure, Molecule]: - if isinstance(graph, StructureGraph): - return graph.structure - elif isinstance(graph, MoleculeGraph): - return graph.molecule - elif isinstance(graph, Structure) or isinstance(graph, Molecule): - return graph - else: - raise ValueError - - @staticmethod - def get_scene_and_legend( - graph: Optional[Union[StructureGraph, MoleculeGraph]], - color_scheme=DEFAULTS["color_scheme"], - color_scale=None, - radius_strategy=DEFAULTS["radius_strategy"], - draw_image_atoms=DEFAULTS["draw_image_atoms"], - bonded_sites_outside_unit_cell=DEFAULTS["bonded_sites_outside_unit_cell"], - hide_incomplete_bonds=DEFAULTS["hide_incomplete_bonds"], - explicitly_calculate_polyhedra_hull=False, - scene_additions=None, - show_compass=DEFAULTS["show_compass"], - ) -> Tuple[Scene, Dict[str, str]]: - - scene = Scene(name="StructureMoleculeComponentScene") - - if graph is None: - return scene, {} - - struct_or_mol = StructureMoleculeComponent._get_struct_or_mol(graph) - - # TODO: add radius_scale - legend = Legend( - struct_or_mol, - color_scheme=color_scheme, - radius_scheme=radius_strategy, - cmap_range=color_scale, - ) - - if isinstance(graph, StructureGraph): - scene = graph.get_scene( - draw_image_atoms=draw_image_atoms, - bonded_sites_outside_unit_cell=bonded_sites_outside_unit_cell, - hide_incomplete_edges=hide_incomplete_bonds, - explicitly_calculate_polyhedra_hull=explicitly_calculate_polyhedra_hull, - legend=legend, - ) - elif isinstance(graph, MoleculeGraph): - scene = graph.get_scene(legend=legend) - - scene.name = "StructureMoleculeComponentScene" - - if hasattr(struct_or_mol, "lattice"): - axes = struct_or_mol.lattice._axes_from_lattice() - axes.visible = show_compass - scene.contents.append(axes) - - if scene_additions: - # TODO: need a Scene.from_json() to make this work - raise NotImplementedError - scene["contents"].append(scene_additions) - - return scene.to_json(), legend.get_legend() - - def screenshot_layout(self): - """ - :return: A layout including a button to trigger a screenshot download. - """ - return self._sub_layouts["screenshot"] - - def options_layout(self): - """ - :return: A layout including options to change the appearance, bonding, etc. - """ - return self._sub_layouts["options"] - - def title_layout(self): - """ - :return: A layout including the composition of the structure/molecule as a title. - """ - return self._sub_layouts["title"] - - def legend_layout(self): - """ - :return: A layout including a legend for the structure/molecule. - """ - return self._sub_layouts["legend"] diff --git a/build/lib/crystal_toolkit/components/submit_snl.py b/build/lib/crystal_toolkit/components/submit_snl.py deleted file mode 100644 index 54431cb3..00000000 --- a/build/lib/crystal_toolkit/components/submit_snl.py +++ /dev/null @@ -1,217 +0,0 @@ -from urllib import parse - -import requests -from dash.dependencies import Input, Output, State -from dash.exceptions import PreventUpdate -from pymatgen.ext.matproj import MPRester -from pymatgen.core.structure import Structure -from pymatgen.util.provenance import StructureNL - -from crystal_toolkit import __version__ as ct_version -from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import ( - Button, - MessageBody, - MessageContainer, - MessageHeader, - dcc, - html, - os, -) - -# ask Donny Winston -MP_CLIENT_KEY = os.environ.get("MP_CLIENT_KEY") - - -class SubmitSNLPanel(PanelComponent): - """ - This component is designed solely for use in the Materials Project - infrastructure. It requires a component "url.search" in the app - layout to work, from which a token will be extracted, and also requires - a "SearchComponent_search_container" component. - """ - - def __init__(self, *args, url_id=None, **kwargs): - self.url_id = url_id - super().__init__(*args, **kwargs) - - @property - def title(self): - return "Submit to Materials Project" - - @property - def description(self): - return ( - "Help us complete our database by submitting your structure to " - "MPComplete where we will add your structure to our calculation queue." - ) - - def contents_layout(self) -> html.Div: - return html.Div( - [ - dcc.Input( - placeholder="Write a comment about your structure (optional)", - id=self.id("comments"), - className="input", - maxLength=140, - ), - html.Div(id=self.id("info")), - Button("Submit to Materials Project", id=self.id("submit")), - html.Br(), - html.Div(id=self.id("confirmation")), - ] - ) - - def generate_callbacks(self, app, cache): - - super().generate_callbacks(app, cache) - - def parse_token(url): - if not url: - return None - if url.startswith("?"): - url = url[1:] - token = dict(parse.parse_qsl(url)).get("token") - return token - - @cache.memoize(timeout=60 * 60 * 24) - def get_token_response(token): - - url = "https://materialsproject.org/rest/v2/snl/get_user_info" - payload = {"token": token, "client_key": MP_CLIENT_KEY} - - contents = requests.post(url, data=payload).json()["response"] - - return contents - - @app.callback( - [ - Output(self.id("panel"), "style"), - # for MP Crystal Toolkit app only, this is brittle(!) - Output("SearchComponent_search_container", "style"), - ], - [Input("url", "search")], - ) - def hide_panel_if_no_token(url): - - token = parse_token(url) - - if not token: - return {"display": "none"}, {} - else: - return {}, {} # {"display": "none"} - - @app.callback( - Output(self.id("info"), "children"), - [ - Input(self.id(), "data"), - Input(self.id("comments"), "value"), - Input(self.id("panel"), "open"), - Input("url", "search"), - ], - ) - def generate_description(structure, comments, panel_open, url): - - token = parse_token(url) - - if not token: - raise PreventUpdate - - contents = get_token_response(token) - - structure = self.from_data(structure) - if type(structure) != Structure: - raise PreventUpdate - - description = dcc.Markdown( - f""" -> **Structure to upload:** {structure.composition.reduced_formula} ({len(structure)} sites) -> **Name:** {contents['first_name']} {contents['last_name']} -> **Email:** {contents['email']} -> **Comment:** {comments} - -This information is stored so that we can give credit to you on the Materials -Project website and to say thank you for submitting the structure. -For more information, see the Materials Project -[privacy policy](https://materialsproject.org/terms). -""" - ) - - return html.Div([html.Br(), description, html.Br()]) - - @app.callback( - Output(self.id("confirmation"), "children"), - [Input(self.id("submit"), "n_clicks")], - [ - State(self.id(), "data"), - State(self.id("comments"), "value"), - State("url", "search"), - ], - ) - def submit_snl(n_clicks, structure, comments, url): - - if not n_clicks: - raise PreventUpdate - - token = parse_token(url) - if not token: - raise PreventUpdate - - structure = self.from_data(structure) - if type(structure) != Structure: - message = ( - f"Can only submit structures to Materials Project, " - f"not {type(structure)}" - ) - return MessageContainer(message, kind="warning") - - if not MP_CLIENT_KEY: - message = ( - f"Submission to MPComplete is currently disabled, " - f"please check back soon or contact @mkhorton." - ) - return MessageContainer(message, kind="warning") - - # check if structure already exists on MP - - with MPRester() as mpr: - mpids = mpr.find_structure(structure) - - if mpids: - message = ( - f"Similar structures are already available on " - f"the Materials Project, see: {', '.join(mpids)}" - ) - return MessageContainer(message, kind="warning") - - remarks = [ - f"Generated by Crystal Toolkit {ct_version} and " - f"submitted with MPComplete" - ] - if comments: - remarks.append(comments) - - contents = get_token_response(token) - - user_name = f"{contents['first_name']} {contents['last_name']}" - user_email = contents["email"] - user_api_key = contents["api_key"] - - snl = StructureNL( - structure, [{"name": user_name, "email": user_email}], remarks=remarks - ) - - with MPRester( - user_api_key, endpoint="https://www.materialsproject.org/rest/v1" - ) as mpr: - try: - submission_response = mpr.submit_snl(snl) - except Exception as exc: - return MessageContainer(str(exc), kind="warning") - - header = f"Structure submission status: {submission_response[0]['status']}" - message = submission_response[0]["details"] - - return MessageContainer( - [MessageHeader(header), MessageBody(message)], kind="info" - ) diff --git a/build/lib/crystal_toolkit/components/symmetry.py b/build/lib/crystal_toolkit/components/symmetry.py deleted file mode 100644 index 871a7827..00000000 --- a/build/lib/crystal_toolkit/components/symmetry.py +++ /dev/null @@ -1,163 +0,0 @@ -from fractions import Fraction - -import dash_html_components as html -import numpy as np -from dash import callback_context -from dash.dependencies import Input, Output -from pymatgen.core.structure import Structure -from pymatgen.symmetry.analyzer import SpacegroupAnalyzer -from pymatgen.util.string import unicodeify_spacegroup, unicodeify_species - -from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import ( - H5, - Column, - Columns, - Loading, - get_data_list, - get_table, -) - - -class SymmetryPanel(PanelComponent): - @staticmethod - def pretty_frac_format(x): - x = x % 1 - fraction = Fraction(x).limit_denominator(8) - if np.allclose(x, 1): - x_str = "0" - elif not np.allclose(x, float(fraction)): - x = np.around(x, decimals=3) - x_str = f"{x:.3g}" - else: - x_str = str(fraction) - return x_str - - @property - def title(self): - return "Symmetry" - - @property - def description(self): - return "Analyze the symmetry of your crystal structure or molecule." - - def contents_layout(self): - - state = {"symprec": 0.01, "angle_tolerance": 5} - - symprec = self.get_numerical_input( - label="Symmetry-finding tolerance", - kwarg_label="symprec", - state=state, - help_str="Tolerance of distance between atomic positions and between lengths " - "of lattice vectors to be tolerated in the symmetry finding in Ångstroms. " - "The angle distortion between lattice vectors is converted to a length and " - "compared with this distance tolerance.", - shape=(), - min=0, - ) - angle_tolerance = self.get_numerical_input( - label="Angle tolerance", - kwarg_label="angle_tolerance", - state=state, - help_str="Explicit angle tolerance for symmetry finding in degrees. " - "Set to a negative value to disable.", - shape=(), - ) - - return html.Div( - [ - symprec, - angle_tolerance, - html.Br(), - html.Br(), - Loading(id=self.id("analysis")), - ] - ) - - def generate_callbacks(self, app, cache): - super().generate_callbacks(app, cache) - - @app.callback( - Output(self.id("analysis"), "children"), - [ - Input(self.id(), "data"), - Input(self.get_kwarg_id("symprec"), "value"), - Input(self.get_kwarg_id("angle_tolerance"), "value"), - ], - ) - def update_contents(data, symprec, angle_tolerance): - - if not data: - return html.Div() - - struct = self.from_data(data) - - if not isinstance(struct, Structure): - return html.Div( - "Can only analyze symmetry of crystal structures at present." - ) - - kwargs = self.reconstruct_kwargs_from_state(callback_context.inputs) - symprec = kwargs["symprec"] - angle_tolerance = kwargs["angle_tolerance"] - - if symprec <= 0: - return html.Span( - f"Please use a positive symmetry-finding tolerance (currently {symprec})." - ) - - sga = SpacegroupAnalyzer( - struct, symprec=symprec, angle_tolerance=angle_tolerance - ) - - try: - data = dict() - data["Crystal System"] = sga.get_crystal_system().title() - data["Lattice System"] = sga.get_lattice_type().title() - data["Hall Number"] = sga.get_hall() - data["International Number"] = sga.get_space_group_number() - data["Symbol"] = unicodeify_spacegroup(sga.get_space_group_symbol()) - data["Point Group"] = unicodeify_spacegroup( - sga.get_point_group_symbol() - ) - - sym_struct = sga.get_symmetrized_structure() - except Exception: - return html.Span( - f"Failed to calculate symmetry with this combination of " - f"symmetry-finding ({symprec}) and angle tolerances ({angle_tolerance})." - ) - - datalist = get_data_list(data) - - wyckoff_contents = [] - - wyckoff_data = sorted( - zip(sym_struct.wyckoff_symbols, sym_struct.equivalent_sites), - key=lambda x: "".join(filter(lambda w: w.isalpha(), x[0])), - ) - - for symbol, equiv_sites in wyckoff_data: - wyckoff_contents.append( - html.Label( - f"{symbol}, {unicodeify_species(equiv_sites[0].species_string)}", - className="mpc-label", - ) - ) - site_data = [ - ( - self.pretty_frac_format(site.frac_coords[0]), - self.pretty_frac_format(site.frac_coords[1]), - self.pretty_frac_format(site.frac_coords[2]), - ) - for site in equiv_sites - ] - wyckoff_contents.append(get_table(site_data)) - - return Columns( - [ - Column([H5("Overview"), datalist]), - Column([H5("Wyckoff Positions"), html.Div(wyckoff_contents)]), - ] - ) diff --git a/build/lib/crystal_toolkit/components/transformations/__init__.py b/build/lib/crystal_toolkit/components/transformations/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/build/lib/crystal_toolkit/components/transformations/autooxistatedecoration.py b/build/lib/crystal_toolkit/components/transformations/autooxistatedecoration.py deleted file mode 100644 index d329545d..00000000 --- a/build/lib/crystal_toolkit/components/transformations/autooxistatedecoration.py +++ /dev/null @@ -1,71 +0,0 @@ -from crystal_toolkit.components.transformations.core import TransformationComponent - -from pymatgen.transformations.standard_transformations import ( - AutoOxiStateDecorationTransformation, -) - - -class AutoOxiStateDecorationTransformationComponent(TransformationComponent): - @property - def title(self): - return "Detect likely oxidation states" - - @property - def description(self): - return """Annotate the crystal structure with likely oxidation states -using a bond valence approach. This transformation can fail if it cannot find -a satisfactory combination of oxidation states, and might be slow for large -structures. -""" - - @property - def transformation(self): - return AutoOxiStateDecorationTransformation - - def options_layouts(self, state=None, structure=None): - - state = state or { - "symm_tol": 0.1, - "max_radius": 4, - "max_permutations": 10000, - "distance_scale_factor": 1.015, - } - - symm_tol = self.get_numerical_input( - label="Symmetry tolerance", - kwarg_label="symm_tol", - state=state, - help_str="""Symmetry tolerance used to determine which sites are - symmetrically equivalent. Set to 0 to turn off symmetry.""", - shape=(), - ) - - max_radius = self.get_numerical_input( - label="Maximum radius /Å", - kwarg_label="max_radius", - state=state, - help_str="""Maximum radius in Ångstroms used to find nearest neighbors.""", - shape=(), - ) - - max_permutations = self.get_numerical_input( - label="Maximum number of permutations", - kwarg_label="max_permutations", - state=state, - help_str="""Maximum number of permutations of oxidation states to test.""", - shape=(), - ) - - distance_scale_factor = self.get_numerical_input( - label="Distance scale factor", - kwarg_label="distance_scale_factor", - state=state, - help_str="""A scale factor to be applied. This is - useful for scaling distances, esp in the case of - calculation-relaxed structures, which may tend to under (GGA) or - over bind (LDA). The default of 1.015 works for GGA. For - experimental structure, set this to 1.""", - shape=(), - ) - - return [symm_tol, max_radius, max_permutations, distance_scale_factor] diff --git a/build/lib/crystal_toolkit/components/transformations/core.py b/build/lib/crystal_toolkit/components/transformations/core.py deleted file mode 100644 index 7cf5f82e..00000000 --- a/build/lib/crystal_toolkit/components/transformations/core.py +++ /dev/null @@ -1,480 +0,0 @@ -import traceback -import warnings -from typing import List, Optional - -import dash -import dash_core_components as dcc -import dash_daq as daq -import dash_html_components as html -from dash.dependencies import Input, Output, State -from dash.exceptions import PreventUpdate - -from pymatgen.transformations.transformation_abc import AbstractTransformation - -from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import ( - Column, - Columns, - MessageBody, - MessageContainer, - MessageHeader, - Reveal, -) -from crystal_toolkit.settings import SETTINGS - -try: - pass -except ImportError: - pass - - -class TransformationComponent(MPComponent): - def __init__(self, input_structure_component_id: str, *args, **kwargs): - - if self.__class__.__name__ != f"{self.transformation.__name__}Component": - # sanity check, enforcing conventions - raise NameError( - f"Class has to be named corresponding to the underlying " - f"transformation name: {self.transformation.__name__}Component" - ) - - super().__init__( - *args, links={"input_structure": input_structure_component_id}, **kwargs - ) - - self.create_store( - "transformation_args_kwargs", initial_data={"args": [], "kwargs": {}} - ) - - @property - def is_one_to_many(self) -> bool: - """ - This should reflect the underlying transformation. - """ - # need to initialize transformation to access property, which isn't - # possible in all cases without necessary kwargs, which is why - # we duplicate the property here - return False - - @property - def _sub_layouts(self): - - enable = daq.BooleanSwitch( - id=self.id("enable_transformation"), - style={"display": "inline-block", "vertical-align": "middle"}, - ) - - message = html.Div(id=self.id("message")) - - description = dcc.Markdown(self.description) - - options = html.Div(self.options_layouts(), id=self.id("options")) - - preview = dcc.Loading(id=self.id("preview")) - - if self.is_one_to_many: - ranked_list = daq.NumericInput( - value=1, min=1, max=10, id=self.id("ranked_list") - ) - else: - # if not 1-to-many, we don't need the control, we keep - # an empty container here to make the callbacks simpler - # since "ranked_list" will then always be present in layout - ranked_list = html.Div(id=self.id("ranked_list")) - - return { - "options": options, - "description": description, - "enable": enable, - "message": message, - "preview": preview, - "ranked_list": ranked_list, - } - - def container_layout(self, state=None, structure=None) -> html.Div: - """ - :return: Layout defining transformation and its options. - """ - - container = MessageContainer( - [ - MessageHeader( - html.Div( - [ - self._sub_layouts["enable"], - html.Span( - self.title, - style={ - "vertical-align": "middle", - "margin-left": "1rem", - }, - ), - ] - ) - ), - MessageBody( - [ - Columns( - [ - Column( - [ - self._sub_layouts["description"], - html.Br(), - html.Div( - self.options_layouts( - state=state, structure=structure - ) - ), - html.Br(), - self._sub_layouts["message"], - ] - ) - ] - ) - ] - ), - ], - kind="dark", - id=self.id("container"), - ) - - return container - - def options_layouts(self, state=None, structure=None) -> List[html.Div]: - """ - Return a layout to change the transformation options (that is, - that controls the args and kwargs that will be passed to pymatgen). - - The "state" option is so that the controls can be populated appropriately - using existing args and kwargs, e.g. when restoring the control panel - from a previous state. - - :param state: existing state in format {"args": [], "kwargs": {}} - :return: - """ - return [html.Div()] - - @property - def transformation(self): - raise NotImplementedError - - @property - def title(self): - raise NotImplementedError - - @property - def description(self): - raise NotImplementedError - - def get_preview_layout(self, struct_in, struct_out): - """ - Override this method to give a layout that previews the transformation. - Has beneficial side effect of priming the transformation cache when - entire transformation pipeline is enabled. - - :param struct_in: input Structure - :param struct_out: transformed Structure - :return: - """ - return html.Div() - - def generate_callbacks(self, app, cache): - @cache.memoize() - def apply_transformation(transformation_data, struct): - - transformation = self.from_data(transformation_data) - error = None - - try: - struct = transformation.apply_transformation(struct) - except Exception as exc: - error_title = ( - f'Failed to apply "{transformation.__class__.__name__}" ' - f"transformation: {exc}" - ) - traceback_info = Reveal( - title=html.B("Traceback"), - children=[dcc.Markdown(traceback.format_exc())], - ) - error = [error_title, traceback_info] - - return struct, error - - if SETTINGS.TRANSFORMATION_PREVIEWS: - - # Transformation previews need to be included in layout too (see preview sublayout) - # Transformation previews need a full transformation pipeline replica (I/O heavy) - # Might abandon. - warnings.warn("Transformation previews under active development.") - - @app.callback( - Output(self.id("preview"), "children"), - [Input(self.id(), "data"), Input(self.id("input_structure"), "data")], - ) - def update_preview(transformation_data, input_structure): - if (not transformation_data) or (not input_structure): - return html.Div() - input_structure = self.from_data(input_structure) - output_structure, error = apply_transformation( - transformation_data, input_structure - ) - if len(output_structure) > 64: - warning = html.Span( - f"The transformed crystal structure has {len(output_structure)} atoms " - f"and might take a moment to display." - ) - return self.get_preview_layout(input_structure, output_structure) - - @app.callback( - [ - Output(self.id(), "data"), - Output(self.id("container"), "className"), - Output(self.id("message"), "children"), - Output(self.get_all_kwargs_id(), "disabled"), - ], - [Input(self.id("enable_transformation"), "on")], - [State(self.get_all_kwargs_id(), "value")], - ) - @cache.memoize( - timeout=60 * 60 * 24, - make_name=lambda x: f"{self.__class__.__name__}_{x}_cached", - ) - def update_transformation(enabled, states): - - # TODO: move callback inside AllTransformationsComponent for efficiency? - - kwargs = self.reconstruct_kwargs_from_state(dash.callback_context.states) - - if not enabled: - input_state = (False,) * len(states) - return None, "message is-dark", html.Div(), input_state - else: - input_state = (True,) * len(states) - - try: - trans = self.transformation(**kwargs) - error = None - except Exception as exception: - trans = None - error = str(exception) - - if error: - - return ( - trans, - "message is-warning", - html.Strong(f"Error: {error}"), - input_state, - ) - - else: - - return trans, "message is-success", html.Div(), input_state - - -class AllTransformationsComponent(MPComponent): - def __init__( - self, - transformations: Optional[List[str]] = None, - input_structure_component: Optional[MPComponent] = None, - *args, - **kwargs, - ): - - subclasses = TransformationComponent.__subclasses__() - subclass_names = [s.__name__ for s in subclasses] - - transformations = transformations or subclass_names - - for name in transformations: - if name not in subclass_names: - warnings.warn( - f'Unknown transformation "{name}", choose from: {", ".join(subclass_names)}' - ) - - transformations = [t for t in subclasses if t.__name__ in transformations] - - super().__init__(*args, **kwargs) - - if input_structure_component: - self.links["input_structure"] = input_structure_component.id() - self.create_store("input_structure") - - transformations = [ - t(input_structure_component_id=self.id("input_structure")) - for t in transformations - ] - self.transformations = {t.__class__.__name__: t for t in transformations} - - @property - def _sub_layouts(self): - layouts = super()._sub_layouts - - all_transformations = html.Div( - [ - transformation.container_layout() - for name, transformation in self.transformations.items() - ] - ) - - choices = dcc.Dropdown( - options=[ - {"label": transformation.title, "value": name} - for name, transformation in self.transformations.items() - ], - multi=True, - value=[], - placeholder="Select one or more transformations...", - id=self.id("choices"), - style={"max-width": "65vmin"}, - persistence=True, - ) - - layouts.update({"all_transformations": all_transformations, "choices": choices}) - - return layouts - - def layout(self): - - return html.Div( - [ - html.Div( - "Transform your crystal structure using the power of pymatgen.", - className="mpc-panel-description", - ), - self._sub_layouts["choices"], - html.Br(), - html.Div(id=self.id("error")), - html.Div(id=self.id("transformation_options")), - ] - ) - - def generate_callbacks(self, app, cache): - @cache.memoize() - def apply_transformation(transformation_data, struct): - - transformation = self.from_data(transformation_data) - error = None - - try: - if not isinstance(transformation, AbstractTransformation): - raise ValueError( - f"Can't run transformation: {transformation} is {type(transformation)}" - ) - - struct = transformation.apply_transformation(struct) - except Exception as exc: - error_title = ( - f'Failed to apply "{transformation.__class__.__name__}" ' - f"transformation: {exc}" - ) - traceback_info = Reveal( - title=html.B("Traceback"), - children=[dcc.Markdown(traceback.format_exc())], - ) - error = [error_title, traceback_info] - - return struct, error - - @app.callback( - Output(self.id("transformation_options"), "children"), - [ - Input(self.id("choices"), "value"), - Input(self.id("input_structure"), "data"), - ], - [State(t.id(), "data") for t in self.transformations.values()], - ) - def show_transformation_options(values, structure, *args): - - values = values or [] - - structure = self.from_data(structure) - - transformation_options = html.Div( - [ - self.transformations[name].container_layout( - state=state, structure=structure - ) - for name, state in zip(values, args) - ] - ) - - return [transformation_options] - - @app.callback( - [Output(self.id(), "data"), Output(self.id("error"), "children")], - [Input(t.id(), "data") for t in self.transformations.values()] - + [ - Input(self.id("input_structure"), "data"), - Input(self.id("choices"), "value"), - ], - ) - def run_transformations(*args): - - # do not update if we don't have a Structure to transform - if not args[-2]: - raise PreventUpdate - - user_visible_transformations = args[-1] - struct = self.from_data(args[-2]) - - errors = [] - - transformations = [] - for transformation in args[:-2]: - if transformation: - transformations.append(transformation) - - if not transformations: - return struct, html.Div() - - for transformation_data in transformations: - - # following our naming convention, only apply transformations - # that are user visible - # TODO: this should be changed - if ( - f"{transformation_data['@class']}Component" - in user_visible_transformations - ): - - struct, error = apply_transformation(transformation_data, struct) - - if error: - errors += error - - if not errors: - error_msg = html.Div() - else: - errors = [ - dcc.Markdown( - "Crystal Toolkit encountered an error when trying to " - "applying your chosen transformations. This is usually " - "because either the input crystal structure is not " - "suitable for the transformation, or the choice of " - "transformation settings is not appropriate. Consult " - "the pymatgen documentation for more information. \n" - "" - "If you think this is a bug please report it. \n" - "" - ) - ] + errors - error_msg = html.Div( - [ - MessageContainer( - [ - MessageHeader("Error applying transformations"), - MessageBody(errors), - ], - kind="danger", - ), - html.Br(), - ] - ) - - return struct, error_msg - - # callback to take all transformations - # and also state of which transformations are user-visible (+ their order) - # apply them one by one with kwargs - # external error callback(?) for each transformation, have ext error + combine with trans error diff --git a/build/lib/crystal_toolkit/components/transformations/cubic.py b/build/lib/crystal_toolkit/components/transformations/cubic.py deleted file mode 100644 index c9c88ee7..00000000 --- a/build/lib/crystal_toolkit/components/transformations/cubic.py +++ /dev/null @@ -1,72 +0,0 @@ -from crystal_toolkit.components.transformations.core import TransformationComponent - -from pymatgen.transformations.advanced_transformations import ( - CubicSupercellTransformation, -) - - -class CubicSupercellTransformationComponent(TransformationComponent): - @property - def title(self): - return "Make nearly cubic supercell" - - @property - def description(self): - return """A transformation that aims to generate a nearly cubic supercell structure -from a structure. - -The algorithm solves for a transformation matrix that makes the supercell -cubic. The matrix must have integer entries, so entries are rounded in such -a way that forces the matrix to be nonsingular. From the supercell -resulting from this transformation matrix, vector projections are used to -determine the side length of the largest cube that can fit inside the -supercell. The algorithm will iteratively increase the size of the supercell -until the largest inscribed cube's side length is at least the minimum length -and the number of atoms in the supercell falls in the range specified. - """ - - @property - def transformation(self): - return CubicSupercellTransformation - - def options_layouts(self, state=None, structure=None): - - state = state or { - "max_atoms": 100, - "min_atoms": len(structure) if structure else 50, - "min_length": 10, - "force_diagonal": False, - } - - max_atoms = self.get_numerical_input( - label="Maximum number of atoms", - kwarg_label="max_atoms", - state=state, - help_str="""Maximum number of atoms allowed in the supercell.""", - shape=(), - ) - - min_atoms = self.get_numerical_input( - label="Minimum number of atoms", - kwarg_label="min_atoms", - state=state, - help_str="""Minimum number of atoms allowed in the supercell.""", - shape=(), - ) - - min_length = self.get_numerical_input( - label="Minimum length /Å", - kwarg_label="min_length", - state=state, - help_str="""Minimum length of the smallest supercell lattice vector.""", - shape=(), - ) - - force_diagonal = self.get_bool_input( - label="Force diagonal", - kwarg_label="force_diagonal", - state=state, - help_str="""If enabled, return a transformation with a diagonal transformation matrix.""", - ) - - return [max_atoms, min_atoms, min_length, force_diagonal] diff --git a/build/lib/crystal_toolkit/components/transformations/grainboundary.py b/build/lib/crystal_toolkit/components/transformations/grainboundary.py deleted file mode 100644 index f621c57d..00000000 --- a/build/lib/crystal_toolkit/components/transformations/grainboundary.py +++ /dev/null @@ -1,305 +0,0 @@ -import dash -import dash_core_components as dcc -from dash.dependencies import Input, Output, State -from dash.exceptions import PreventUpdate -from pymatgen.symmetry.analyzer import SpacegroupAnalyzer -from pymatgen.transformations.advanced_transformations import ( - GrainBoundaryGenerator, - GrainBoundaryTransformation, -) - -from crystal_toolkit.components.transformations.core import TransformationComponent -from crystal_toolkit.helpers.layouts import add_label_help - - -class GrainBoundaryTransformationComponent(TransformationComponent): - @property - def title(self): - return "Make a grain boundary" - - @property - def description(self): - return """Create a grain boundary within a periodic supercell. This transformation -requires sensible inputs, and will be slow to run in certain cases. - -When using this transformation a new site property is added which can be used -to colour-code the top and bottom grains.""" - - @property - def transformation(self): - return GrainBoundaryTransformation - - def options_layouts(self, state=None, structure=None): - - state = state or { - "rotation_axis": [0, 0, 1], - "rotation_angle": None, - "expand_times": 2, - "vacuum_thickness": 0, - "ab_shift": [0, 0], - "normal": False, - "ratio": None, - "plane": None, - "max_search": 20, - "tol_coi": 1e-8, - "rm_ratio": 0.7, - "quick_gen": False, - } - - rotation_axis = self.get_numerical_input( - label="Rotation axis", - kwarg_label="rotation_axis", - state=state, - help_str="""Maximum number of atoms allowed in the supercell.""", - shape=(3,), - ) - - rotation_angle = self.get_choice_input( - label="Rotation angle", - kwarg_label="rotation_angle", - state=state, - help_str="""Rotation angle to generate grain boundary. Options determined by - your choice of Σ.""", - ) - - # sigma isn't a direct input into the transformation, but has - # to be calculated from the rotation_axis and structure - _, sigma_options, _ = self._get_sigmas_options_and_ratio( - structure, state.get("rotation_axis") - ) - sigma = dcc.Dropdown( - id=self.id("sigma"), - style={"width": "5rem"}, - options=sigma_options, - value=sigma_options[0]["value"] if sigma_options else None, - ) - sigma = add_label_help( - sigma, - "Sigma", - "The unit cell volume of the coincidence site lattice relative to " - "input unit cell is denoted by sigma.", - ) - - expand_times = self.get_numerical_input( - label="Expand times", - kwarg_label="expand_times", - state=state, - help_str="""The multiple number of times to expand one unit grain into a larger grain. This is - useful to avoid self-interaction issues when using the grain boundary as an input to further simulations.""", - is_int=True, - shape=(), - min=1, - max=6, - ) - - vacuum_thickness = self.get_numerical_input( - label="Vacuum thickness /Å", - kwarg_label="vacuum_thickness", - state=state, - help_str="""The thickness of vacuum that you want to insert between the two grains.""", - shape=(), - ) - - ab_shift = self.get_numerical_input( - label="In-plane shift", - kwarg_label="ab_shift", - state=state, - help_str="""In-plane shift of the two grains given in units of the **a** - and **b** vectors of the grain boundary.""", - shape=(2,), - ) - - normal = self.get_bool_input( - label="Set normal direction", - kwarg_label="normal", - state=state, - help_str="Enable to require the **c** axis of the top grain to be perpendicular to the surface.", - ) - - plane = self.get_numerical_input( - label="Grain boundary plane", - kwarg_label="plane", - state=state, - help_str="""Grain boundary plane in the form of a list of integers. - If not set, grain boundary will be a twist grain boundary. - The plane will be perpendicular to the rotation axis.""", - shape=(3,), - ) - - tol_coi = self.get_numerical_input( - label="Coincidence Site Tolerance", - kwarg_label="tol_coi", - state=state, - help_str="""Tolerance to find the coincidence sites. To check the number of coincidence - sites are correct or not, you can compare the generated grain boundary's sigma with - expected number.""", - shape=(), - ) - - rm_ratio = self.get_numerical_input( - label="Site Merging Tolerance", - kwarg_label="rm_ratio", - state=state, - help_str="""The criteria to remove the atoms which are too close with each other relative to - the bond length in the bulk system.""", - shape=(), - ) - - return [ - rotation_axis, - sigma, - rotation_angle, - expand_times, - vacuum_thickness, - ab_shift, - normal, - plane, - tol_coi, - rm_ratio, - ] - - @staticmethod - def _get_sigmas_options_and_ratio(structure, rotation_axis): - - rotation_axis = [int(i) for i in rotation_axis] - - lat_type = ( - "c" # assume cubic if no structure specified, just to set initial choices - ) - ratio = None - if structure: - sga = SpacegroupAnalyzer(structure) - lat_type = sga.get_lattice_type()[0] # this should be fixed in pymatgen - try: - ratio = GrainBoundaryGenerator(structure).get_ratio() - except Exception: - ratio = None - - cutoff = 10 - - if lat_type.lower() == "c": - sigmas = GrainBoundaryGenerator.enum_sigma_cubic( - cutoff=cutoff, r_axis=rotation_axis - ) - elif lat_type.lower() == "t": - sigmas = GrainBoundaryGenerator.enum_sigma_tet( - cutoff=cutoff, r_axis=rotation_axis, c2_a2_ratio=ratio - ) - elif lat_type.lower() == "o": - sigmas = GrainBoundaryGenerator.enum_sigma_ort( - cutoff=cutoff, r_axis=rotation_axis, c2_b2_a2_ratio=ratio - ) - elif lat_type.lower() == "h": - sigmas = GrainBoundaryGenerator.enum_sigma_hex( - cutoff=cutoff, r_axis=rotation_axis, c2_a2_ratio=ratio - ) - elif lat_type.lower() == "r": - sigmas = GrainBoundaryGenerator.enum_sigma_rho( - cutoff=cutoff, r_axis=rotation_axis, ratio_alpha=ratio - ) - else: - return [], None - - options = [] - subscript_unicode_map = { - 0: "₀", - 1: "₁", - 2: "₂", - 3: "₃", - 4: "₄", - 5: "₅", - 6: "₆", - 7: "₇", - 8: "₈", - 9: "₉", - } - for sigma in sorted(sigmas.keys()): - sigma_label = f"Σ{sigma}" - for k, v in subscript_unicode_map.items(): - sigma_label = sigma_label.replace(str(k), v) - options.append({"label": sigma_label, "value": sigma}) - - return sigmas, options, ratio - - def generate_callbacks(self, app, cache): - - super().generate_callbacks(app, cache) - - @app.callback( - Output(self.id("sigma"), "options"), - [Input(self.get_kwarg_id("rotation_axis"), "value")], - [State(self.id("input_structure"), "data")], - ) - def update_sigma_options(rotation_axis, structure): - - rotation_axis = self.reconstruct_kwarg_from_state( - dash.callback_context.inputs, "rotation_axis" - ) - if (rotation_axis is None) or (not structure): - raise PreventUpdate - structure = self.from_data(structure) - - _, sigma_options, _ = self._get_sigmas_options_and_ratio( - structure=structure, rotation_axis=rotation_axis - ) - - # TODO: add some sort of error handling here when sigmas is empty - - return sigma_options - - @app.callback( - Output(self.id("rotation_angle", is_kwarg=True), "options"), - [ - Input(self.id("sigma"), "value"), - Input(self.get_kwarg_id("rotation_axis"), "value"), - ], - [State(self.id("input_structure"), "data")], - ) - def update_rotation_angle_options(sigma, rotation_axis, structure): - - if not sigma: - raise PreventUpdate - - rotation_axis = self.reconstruct_kwarg_from_state( - dash.callback_context.inputs, "rotation_axis" - ) - - if (rotation_axis is None) or (not structure): - raise PreventUpdate - structure = self.from_data(structure) - - sigmas, _, _ = self._get_sigmas_options_and_ratio( - structure=structure, rotation_axis=rotation_axis - ) - - rotation_angles = sigmas[sigma] - options = [] - for rotation_angle in sorted(rotation_angles): - options.append( - {"label": f"{rotation_angle:.2f}º", "value": rotation_angle} - ) - - return options - - # TODO: make client-side callback - @app.callback( - [Output(self.id("sigma"), "value"), Output(self.id("sigma"), "disabled")], - [ - Input(self.id("sigma"), "options"), - Input(self.id("enable_transformation"), "on"), - ], - ) - def update_default_value(options, enabled): - if options is None: - raise PreventUpdate - return options[0]["value"], enabled - - # TODO: make client-side callback, or just combine all callbacks here - @app.callback( - Output(self.id("rotation_angle", is_kwarg=True), "value"), - [Input(self.id("rotation_angle", is_kwarg=True), "options")], - ) - def update_default_value(options): - if options is None: - raise PreventUpdate - return options[0]["value"] diff --git a/build/lib/crystal_toolkit/components/transformations/rattle.py b/build/lib/crystal_toolkit/components/transformations/rattle.py deleted file mode 100644 index 9af025f1..00000000 --- a/build/lib/crystal_toolkit/components/transformations/rattle.py +++ /dev/null @@ -1,71 +0,0 @@ -from crystal_toolkit.components.transformations.core import TransformationComponent - -from pymatgen.transformations.advanced_transformations import ( - MonteCarloRattleTransformation, -) - - -class MonteCarloRattleTransformationComponent(TransformationComponent): - @property - def title(self): - return "Rattle a supercell" - - @property - def description(self): - return """Uses a Monte Carlo rattle procedure to randomly perturb the sites in a - structure using the [hiPhive](https://hiphive.materialsmodeling.org) code. - -Rattling atom \\` i \\` is carried out as a Monte Carlo move that is accepted with -a probability determined from the minimum interatomic distance -\\` d\\_{ij} \\`. If \\` \\\\min(d\\_{ij}) \\` is smaller than \\` d\\_{min} \\` -the move is only accepted with a low probability. - -This process is repeated for each atom a number of times meaning -the magnitude of the final displacements is not *directly* -connected to the rattle amplitude. -""" - - @property - def transformation(self): - return MonteCarloRattleTransformation - - def options_layouts(self, state=None, structure=None): - - state = state or { - "rattle_std": 0.2, - "min_distance": 0.1, - "seed": None, - } - - rattle_std = self.get_numerical_input( - label="Rattle amplitude", - kwarg_label="rattle_std", - state=state, - help_str="""Rattle amplitude (standard deviation in normal distribution). -Note: this value is not *directly* connected to the -final average displacement for the structures""", - shape=(), - ) - - min_distance = self.get_numerical_input( - label="Minimum distance /Å", - kwarg_label="min_distance", - state=state, - help_str="""Interatomic distance used for computing the probability -for each rattle move.""", - shape=(), - ) - - seed = self.get_numerical_input( - label="Random seed", - kwarg_label="seed", - state=state, - help_str="""Seed for setting up NumPy random state from which random numbers -are generated. If not set, a random seed will be generated -(default). This option allows the output of this transformation -to be deterministic.""", - shape=(), - is_int=True, - ) - - return [rattle_std, min_distance, seed] diff --git a/build/lib/crystal_toolkit/components/transformations/slab.py b/build/lib/crystal_toolkit/components/transformations/slab.py deleted file mode 100644 index fe224791..00000000 --- a/build/lib/crystal_toolkit/components/transformations/slab.py +++ /dev/null @@ -1,127 +0,0 @@ -import dash_html_components as html - - -from crystal_toolkit.components.transformations.core import TransformationComponent - -from pymatgen.transformations.advanced_transformations import SlabTransformation - - -class SlabTransformationComponent(TransformationComponent): - @property - def title(self): - return "Make a slab" - - @property - def description(self): - return """Create a slab from a structure, where a "slab" is a crystal -surface that is still periodic in all three dimensions but has a large artificial -vacuum inserted so that the properties of the crystal surface can be studied. -""" - - @property - def transformation(self): - return SlabTransformation - - def options_layouts(self, state=None, structure=None): - - state = state or { - "miller_index": (0, 0, 1), - "min_slab_size": 4, - "min_vacuum_size": 10, - "lll_reduce": True, - "center_slab": True, - "in_unit_planes": False, - "primitive": True, - "max_normal_search": None, - "shift": 0, - "tol": 0.1, - } - - miller_index = self.get_numerical_input( - label="Miller index", - kwarg_label="miller_index", - state=state, - help_str="The surface plane defined by its Miller index (h, k, l)", - shape=(3,), - ) - - min_slab_size = self.get_numerical_input( - label="Minimum slab size /Å", - kwarg_label="min_slab_size", - state=state, - help_str="Minimum slab size in Ångstroms (or number of planes of atoms if " - '"Use plane units" enabled)', - shape=(3,), - ) - - min_vacuum_size = self.get_numerical_input( - label="Minimum vacuum size /Å", - kwarg_label="min_vacuum_size", - state=state, - help_str="Minimum vacuum size in Ångstroms (or number of planes of atoms if " - '"Use plane units" enabled)', - shape=(), - ) - - lll_reduce = self.get_bool_input( - label="Enable LLL reduction", - kwarg_label="lll_reduce", - state=state, - help_str="Whether or not to apply an LLL lattice reduction", - ) - - in_unit_planes = self.get_bool_input( - label="Use Plane Units", - kwarg_label="in_unit_planes", - state=state, - help_str="Change units of vacuum size and slab size to be in terms of " - "number of planes of atoms instead of Ångstroms.", - ) - - primitive = self.get_bool_input( - label="Make primitive", - kwarg_label="primitive", - state=state, - help_str="Reduce the slab to most primitive cell.", - ) - - max_normal_search = self.get_numerical_input( - "max_normal_search", - state=state, - label="Maximum normal search index", - help_str="Maximum index to include in linear combinations of indices " - "to find **c** lattice vector orthogonal to slab surface.", - is_int=True, - ) - - shift = self.get_numerical_input( - label="Shift /Å", - kwarg_label="shift", - state=state, - help_str="Shift to change termination.", - shape=(), - ) - - tol = self.get_numerical_input( - label="Tolerance", - kwarg_label="tol", - state=state, - help_str="Tolerance to find primitive cell.", - shape=(), - ) - - options = html.Div( - [ - miller_index, - min_slab_size, - min_vacuum_size, - lll_reduce, - in_unit_planes, - primitive, - max_normal_search, - shift, - tol, - ] - ) - - return options diff --git a/build/lib/crystal_toolkit/components/transformations/substitution.py b/build/lib/crystal_toolkit/components/transformations/substitution.py deleted file mode 100644 index aed79bd6..00000000 --- a/build/lib/crystal_toolkit/components/transformations/substitution.py +++ /dev/null @@ -1,72 +0,0 @@ -from crystal_toolkit.components.transformations.core import TransformationComponent - -from pymatgen.transformations.standard_transformations import SubstitutionTransformation - - -class SubstitutionTransformationComponent(TransformationComponent): - @property - def title(self): - return "Substitute one species for another" - - @property - def description(self): - return """Replace one species in your structure (\"Previous Species\") -with another species (\"New Species\"). The new species can be specified as an -element (for example, O), as an element with an oxidation state (for example, O2-) -or as a composition (for example, {"Au":0.5, "Cu":0.5} for a 50/50 mixture of gold -and copper). Please consult the pymatgen documentation for more information. -""" - - @property - def transformation(self): - return SubstitutionTransformation - - def options_layouts(self, state=None, structure=None): - - if structure and structure.is_ordered: - species_mapping = { - el: None for el in [str(el) for el in structure.types_of_specie] - } - else: - species_mapping = None - - state = state or {"species_mapping": species_mapping} - - species_mapping = self.get_dict_input( - label="Species Mapping", - kwarg_label="species_mapping", - state=state, - help_str="A mapping from an original species (element or element with oxidation state, e.g. O or O2-) " - "to a new species (element, element with oxidation state, or a composition, e.g. O or O2- or " - '{"Au": 0.5, "Cu": 0.5}). In pymatgen, these are Element, Specie and Composition classes ' - "respectively.", - key_name="Original Species", - value_name="New Species", - ) - - return [species_mapping] - - def generate_callbacks(self, app, cache): - super().generate_callbacks(app, cache) - # - # @app.callback( - # Output(self.id("transformation_args_kwargs"), "data"), - # [Input(self.id("species_mapping"), "data")], - # ) - # def update_transformation_kwargs(rows): - # def get_el_occu(string): - # try: - # el_occu = literal_eval(string) - # except ValueError: - # el_occu = string - # return el_occu - # - # species_map = { - # get_el_occu(row["prev"]): get_el_occu(row["new"]) - # for row in rows - # if (row["prev"] and row["new"]) - # } - # - # print(species_map) - # - # return {"args": [species_map], "kwargs": {}} diff --git a/build/lib/crystal_toolkit/components/transformations/supercell.py b/build/lib/crystal_toolkit/components/transformations/supercell.py deleted file mode 100644 index 695f17a4..00000000 --- a/build/lib/crystal_toolkit/components/transformations/supercell.py +++ /dev/null @@ -1,61 +0,0 @@ -import dash_html_components as html - - -from crystal_toolkit.components.transformations.core import TransformationComponent -from dash_mp_components import CrystalToolkitScene - -from crystal_toolkit.core.scene import Scene - -from pymatgen.transformations.standard_transformations import SupercellTransformation - - -class SupercellTransformationComponent(TransformationComponent): - @property - def title(self): - return "Make a supercell" - - @property - def description(self): - return """Create a supercell by providing a scaling matrix that transforms -input lattice vectors a, b and c into transformed lattice vectors a', b' and c'. - - -For example, to create a supercell with lattice vectors a'=2a, b'=2b, c'=2c enter a -scaling matrix [[2, 0, 0], [0, 2, 0], [0, 0, 2]] or to create a supercell with -lattice vectors a' = 2a+b, b' = 3b and c' = c enter a scaling matrix -[[2, 1, 0], [0, 3, 0], [0, 0, 1]]. All elements of the scaling matrix must be -integers.""" - - @property - def transformation(self): - return SupercellTransformation - - def options_layouts(self, state=None, structure=None): - - state = state or {"scaling_matrix": ((1, 0, 0), (0, 1, 0), (0, 0, 1))} - - options = self.get_numerical_input( - label="Scaling matrix", - kwarg_label="scaling_matrix", - state=state, - help_str="""Scaling matrix that transforms - input lattice vectors a, b and c into transformed lattice vectors a', b' and c'.""", - shape=(3, 3), - ) - - return [options] - - def get_preview_layout(self, struct_in, struct_out): - - if struct_in.lattice == struct_out.lattice: - return html.Div() - - lattice_in = struct_in.lattice.get_scene() - lattice_out = struct_out.lattice.get_scene(color="red") - - scene = Scene("lattices", contents=[lattice_in, lattice_out]) - - return html.Div( - [CrystalToolkitScene(data=scene.to_json())], - style={"width": "100px", "height": "100px"}, - ) diff --git a/build/lib/crystal_toolkit/components/upload.py b/build/lib/crystal_toolkit/components/upload.py deleted file mode 100644 index f2d0e1fa..00000000 --- a/build/lib/crystal_toolkit/components/upload.py +++ /dev/null @@ -1,139 +0,0 @@ -from base64 import b64decode -from tempfile import NamedTemporaryFile - -import dash_core_components as dcc -import dash_html_components as html -from dash.dependencies import Input, Output -from dash.exceptions import PreventUpdate -from monty.serialization import loadfn -from pymatgen.core.structure import Molecule, Structure -from pymatgen.io.vasp.outputs import Chgcar - -from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import ( - Icon, - MessageBody, - MessageContainer, - MessageHeader, -) - - -class StructureMoleculeUploadComponent(MPComponent): - @property - def _sub_layouts(self): - - # this is a very custom component based on Bulma css stlyes - upload_layout = html.Div( - html.Label( - [ - html.Span( - [ - Icon(kind="upload"), - html.Span( - "Choose a file to upload or drag and drop", - className="file-label", - ), - ], - className="file-cta", - ), - # TODO: CSS fix style and un-hide file name - html.Span( - id=self.id("upload_label"), - className="file-name", - style={"display": "none"}, - ), - ], - className="file-label", - ), - className="file is-boxed", - # TODO: CSS set sensible max-width, don't hard-code - style={"max-width": "312px"}, - ) - - upload = html.Div( - [ - html.Label("Load from your computer: ", className="mpc-label"), - dcc.Upload(upload_layout, id=self.id("upload_data"), multiple=False), - html.Div(id=self.id("error_message_container")), - ] - ) - - return {"upload": upload} - - def generate_callbacks(self, app, cache): - @app.callback( - Output(self.id("upload_label"), "children"), - [Input(self.id("upload_data"), "filename")], - ) - def show_filename_on_upload(filename): - if not filename: - raise PreventUpdate - return filename - - @app.callback( - Output(self.id("error_message_container"), "children"), - [Input(self.id(), "data")], - ) - def update_error_message(data): - if not data: - raise PreventUpdate - if not data["error"]: - return html.Div() - else: - return html.Div( - [ - html.Br(), - MessageContainer( - [MessageHeader("Error"), MessageBody([data["error"]])], - kind="danger", - size="small", - ), - ] - ) - - @app.callback( - Output(self.id(), "data"), - [ - Input(self.id("upload_data"), "contents"), - Input(self.id("upload_data"), "filename"), - Input(self.id("upload_data"), "last_modified"), - ], - ) - def callback_update_structure(contents, filename, last_modified): - - if not contents: - raise PreventUpdate - - # assume we only want the first input for now - content_type, content_string = contents.split(",") - decoded_contents = b64decode(content_string) - - error = None - struct_or_mol = None - - # necessary to write to file so pymatgen's filetype detection can work - with NamedTemporaryFile(suffix=filename) as tmp: - tmp.write(decoded_contents) - tmp.flush() - try: - struct_or_mol = Structure.from_file(tmp.name) - except: - try: - struct_or_mol = Molecule.from_file(tmp.name) - except: - try: - struct_or_mol = Chgcar.from_file(tmp.name) - except: - # TODO: fix these horrible try/excepts, loadfn may be dangerous - try: - struct_or_mol = loadfn(tmp.name) - except: - error = ( - "Could not parse uploaded file. " - "If this seems like a bug, please report it. " - "Crystal Toolkit understands all crystal " - "structure file types and molecule file types " - "supported by pymatgen." - ) - - return {"data": struct_or_mol, "error": error} diff --git a/build/lib/crystal_toolkit/components/xas.py b/build/lib/crystal_toolkit/components/xas.py deleted file mode 100644 index 33e074a4..00000000 --- a/build/lib/crystal_toolkit/components/xas.py +++ /dev/null @@ -1,237 +0,0 @@ -import dash_core_components as dcc -import dash_html_components as html -import plotly.graph_objs as go - -from dash.dependencies import Input, Output, State -from dash.exceptions import PreventUpdate - -from pymatgen.ext.matproj import MPRester - -from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.core.panelcomponent import PanelComponent -from crystal_toolkit.helpers.layouts import MessageBody, MessageContainer - -# Author: Matthew McDermott -# Contact: mcdermott@lbl.gov - - -class XASComponent(MPComponent): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.create_store("mpid") - self.create_store("elements") - - default_xas_layout = dict( - xaxis={ - "title": "Energy (eV)", - "anchor": "y", - "mirror": "ticks", - "nticks": 8, - "showgrid": True, - "showline": True, - "side": "bottom", - "tickfont": {"size": 16.0}, - "ticks": "inside", - "titlefont": {"size": 16.0}, - "type": "linear", - "zeroline": False, - }, - yaxis={ - "title": "Absorption Coeff, μ (a.u.)", - "anchor": "x", - "mirror": "ticks", - "nticks": 7, - "showgrid": True, - "showline": True, - "side": "left", - "tickfont": {"size": 16.0}, - "ticks": "inside", - "titlefont": {"size": 16.0}, - "type": "linear", - "zeroline": False, - }, - autosize=True, - height=300, - hovermode="x", - showlegend=False, - paper_bgcolor="rgba(0,0,0,0)", - plot_bgcolor="rgba(0,0,0,0)", - margin=dict(l=60, b=50, t=50, pad=0, r=30), - ) - - line_colors = [ - "rgb(128, 0, 0)", - "rgb(0, 0, 128)", - "rgb(60, 180, 75)", - "rgb(145,30,180)", - "rgb(230,25,75)", - "rgb(240,50,230)", - ] - - empty_plot_style = { - "xaxis": {"visible": False}, - "yaxis": {"visible": False}, - "paper_bgcolor": "rgba(0,0,0,0)", - "plot_bgcolor": "rgba(0,0,0,0)", - } - - @property - def _sub_layouts(self): - - graph = html.Div( - [ - dcc.Graph( - figure=go.Figure(layout=XASComponent.empty_plot_style), - config={"displayModeBar": False}, - ) - ], - id=self.id("xas-div"), - ) - - element_selector = html.Div( - [ - html.P("Select an Element:"), - dcc.RadioItems( - id=self.id("element-selector"), - options=[], - inputClassName="mpc-radio", - labelClassName="mpc-radio", - ), - ] - ) - - return {"graph": graph, "element_selector": element_selector} - - @property - def layout(self): - return html.Div( - [self._sub_layouts["graph"], self._sub_layouts["element_selector"]] - ) - - def generate_callbacks(self, app, cache): - @app.callback( - Output(self.id("xas-div"), "children"), [Input(self.id(), "data")] - ) - def update_graph(plotdata): - if not plotdata: - raise PreventUpdate - if plotdata == "error": - search_error = ( - MessageContainer( - [ - MessageBody( - dcc.Markdown( - "XANES pattern not available for this selection." - ) - ) - ], - kind="warning", - ), - ) - return search_error - else: - return [ - dcc.Graph( - figure=go.Figure(data=plotdata, layout=self.default_xas_layout), - config={"displayModeBar": False}, - ) - ] - - @app.callback( - Output(self.id(), "data"), - [Input(self.id("element-selector"), "value")], - [State(self.id("mpid"), "data"), State(self.id("elements"), "data")], - ) - def pattern_from_mpid(element, mpid, elements): - if not element or not elements: - raise PreventUpdate - - url_path = "/materials/" + mpid["mpid"] + "/xas/" + element - - with MPRester() as mpr: - data = mpr._make_request(url_path) # querying MP database via MAPI - - if len(data) == 0: - plotdata = "error" - else: - x = data[0]["spectrum"].x - y = data[0]["spectrum"].y - plotdata = [ - go.Scatter( - x=x, - y=y, - line=dict(color=self.line_colors[elements.index(element)]), - ) - ] - - return plotdata - - @app.callback( - Output(self.id("elements"), "data"), [Input(self.id("mpid"), "data")] - ) - def get_elements_from_mpid(mpid): - if not mpid or "mpid" not in mpid: - raise PreventUpdate - - with MPRester() as mpr: - entry = mpr.get_entry_by_material_id(mpid["mpid"]) - comp = entry.composition - elem_options = [str(comp.elements[i]) for i in range(0, len(comp))] - return elem_options - - @app.callback( - Output(self.id("element-selector"), "options"), - [Input(self.id("elements"), "data")], - ) - def generate_element_options(elements): - return [{"label": i, "value": i} for i in elements] - - @app.callback( - Output(self.id("element-selector"), "value"), - [Input(self.id("element-selector"), "options")], - ) - def set_xas_value(options): - if not options or not options[0]: - raise PreventUpdate - return options[0]["value"] - - -class XASPanelComponent(PanelComponent): - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - self.xas = XASComponent() - self.xas.attach_from(self, this_store_name="mpid") - - @property - def title(self): - return "X-Ray Absorption Spectra" - - @property - def description(self): - return ( - "Display the K-edge X-Ray Absorption Near Edge Structure (XANES) for this structure, " - "if it has been calculated by the Materials Project." - ) - - @property - def loading_text(self): - return "Searching for calculated XANES pattern on Materials Project..." - - @property - def initial_contents(self): - return html.Div([super().initial_contents, html.Div([self.xas.layout])]) - - def update_contents(self, new_store_contents, *args): - return self.xas.layout - - # def generate_callbacks(self, app, cache): - # - # super().generate_callbacks(app, cache) - # - # @app.callback( - # Output(self.id("inner_contents"), "children"), [Input(self.id(), "data")] - # ) - # def add_xas(mpid): - # if not mpid: - # raise PreventUpdate - # return self.xas.layout diff --git a/build/lib/crystal_toolkit/core/ElementColorSchemes.yaml b/build/lib/crystal_toolkit/core/ElementColorSchemes.yaml deleted file mode 100644 index 54e32da1..00000000 --- a/build/lib/crystal_toolkit/core/ElementColorSchemes.yaml +++ /dev/null @@ -1,225 +0,0 @@ -Jmol: - Ac: [112, 171, 250] - Ag: [192, 192, 192] - Al: [191, 166, 166] - Am: [84, 92, 242] - Ar: [128, 209, 227] - As: [189, 128, 227] - At: [117, 79, 69] - Au: [255, 209, 35] - B: [255, 181, 181] - Ba: [0, 201, 0] - Be: [194, 255, 0] - Bh: [224, 0, 56] - Bi: [158, 79, 181] - Bk: [138, 79, 227] - Br: [166, 41, 41] - C: [144, 144, 144] - Ca: [61, 255, 0] - Cd: [255, 217, 143] - Ce: [255, 255, 199] - Cf: [161, 54, 212] - Cl: [31, 240, 31] - Cm: [120, 92, 227] - Co: [240, 144, 160] - Cr: [138, 153, 199] - Cs: [87, 23, 143] - Cu: [200, 128, 51] - Db: [209, 0, 79] - Dy: [31, 255, 199] - Er: [0, 230, 117] - Es: [179, 31, 212] - Eu: [97, 255, 199] - F: [144, 224, 80] - Fe: [224, 102, 51] - Fm: [179, 31, 186] - Fr: [66, 0, 102] - Ga: [194, 143, 143] - Gd: [69, 255, 199] - Ge: [102, 143, 143] - H: [255, 255, 255] - He: [217, 255, 255] - Hf: [77, 194, 255] - Hg: [184, 184, 208] - Ho: [0, 255, 156] - Hs: [230, 0, 46] - I: [148, 0, 148] - In: [166, 117, 115] - Ir: [23, 84, 135] - K: [143, 64, 212] - Kr: [92, 184, 209] - La: [112, 212, 255] - Li: [204, 128, 255] - Lr: [199, 0, 102] - Lu: [0, 171, 36] - Md: [179, 13, 166] - Mg: [138, 255, 0] - Mn: [156, 122, 199] - Mo: [84, 181, 181] - Mt: [235, 0, 38] - N: [48, 80, 248] - Na: [171, 92, 242] - Nb: [115, 194, 201] - Nd: [199, 255, 199] - Ne: [179, 227, 245] - Ni: [80, 208, 80] - 'No': [189, 13, 135] - Np: [0, 128, 255] - O: [255, 13, 13] - Os: [38, 102, 150] - P: [255, 128, 0] - Pa: [0, 161, 255] - Pb: [87, 89, 97] - Pd: [0, 105, 133] - Pm: [163, 255, 199] - Po: [171, 92, 0] - Pr: [217, 255, 199] - Pt: [208, 208, 224] - Pu: [0, 107, 255] - Ra: [0, 125, 0] - Rb: [112, 46, 176] - Re: [38, 125, 171] - Rf: [204, 0, 89] - Rh: [10, 125, 140] - Rn: [66, 130, 150] - Ru: [36, 143, 143] - S: [255, 255, 48] - Sb: [158, 99, 181] - Sc: [230, 230, 230] - Se: [255, 161, 0] - Sg: [217, 0, 69] - Si: [240, 200, 160] - Sm: [143, 255, 199] - Sn: [102, 128, 128] - Sr: [0, 255, 0] - Ta: [77, 166, 255] - Tb: [48, 255, 199] - Tc: [59, 158, 158] - Te: [212, 122, 0] - Th: [0, 186, 255] - Ti: [191, 194, 199] - Tl: [166, 84, 77] - Tm: [0, 212, 82] - U: [0, 143, 255] - V: [166, 166, 171] - W: [33, 148, 214] - Xe: [66, 158, 176] - Y: [148, 255, 255] - Yb: [0, 191, 56] - Zn: [125, 128, 176] - Zr: [148, 224, 224] -VESTA: - Ac: [112, 171, 250] - Ag: [192, 192, 192] - Al: [129, 178, 214] - Am: [84, 92, 242] - Ar: [207, 254, 196] - As: [116, 208, 87] - At: [117, 79, 69] - Au: [255, 209, 35] - B: [31, 162, 15] - Ba: [0, 201, 0] - Be: [94, 215, 123] - Bh: [224, 0, 56] - Bi: [158, 79, 181] - Bk: [138, 79, 227] - Br: [126, 49, 2] - C: [76, 76, 76] - Ca: [90, 150, 189] - Cd: [255, 217, 143] - Ce: [255, 255, 199] - Cf: [161, 54, 212] - Cl: [49, 252, 2] - Cm: [120, 92, 227] - Co: [0, 0, 175] - Cr: [0, 0, 158] - Cs: [87, 23, 143] - Cu: [34, 71, 220] - Db: [209, 0, 79] - Dy: [31, 255, 199] - Er: [0, 230, 117] - Es: [179, 31, 212] - Eu: [97, 255, 199] - F: [176, 185, 230] - Fe: [181, 113, 0] - Fm: [179, 31, 186] - Fr: [66, 0, 102] - Ga: [158, 227, 115] - Gd: [69, 255, 199] - Ge: [126, 110, 166] - H: [255, 204, 204] - He: [252, 232, 206] - Hf: [77, 194, 255] - Hg: [184, 184, 208] - Ho: [0, 255, 156] - Hs: [230, 0, 46] - I: [148, 0, 148] - In: [166, 117, 115] - Ir: [23, 84, 135] - K: [161, 33, 246] - Kr: [250, 193, 243] - La: [90, 196, 73] - Li: [134, 223, 115] - Lr: [199, 0, 102] - Lu: [0, 171, 36] - Md: [179, 13, 166] - Mg: [251, 123, 21] - Mn: [167, 8, 157] - Mo: [84, 181, 181] - Mt: [235, 0, 38] - N: [176, 185, 230] - Na: [249, 220, 60] - Nb: [115, 194, 201] - Nd: [199, 255, 199] - Ne: [254, 55, 181] - Ni: [183, 187, 189] - 'No': [189, 13, 135] - Np: [0, 128, 255] - O: [254, 3, 0] - Os: [38, 102, 150] - P: [192, 156, 194] - Pa: [0, 161, 255] - Pb: [87, 89, 97] - Pd: [0, 105, 133] - Pm: [163, 255, 199] - Po: [171, 92, 0] - Pr: [217, 255, 199] - Pt: [208, 208, 224] - Pu: [0, 107, 255] - Ra: [0, 125, 0] - Rb: [112, 46, 176] - Re: [38, 125, 171] - Rf: [204, 0, 89] - Rh: [10, 125, 140] - Rn: [66, 130, 150] - Ru: [36, 143, 143] - S: [255, 250, 0] - Sb: [158, 99, 181] - Sc: [181, 99, 171] - Se: [154, 239, 15] - Sg: [217, 0, 69] - Si: [27, 59, 250] - Sm: [143, 255, 199] - Sn: [154, 142, 185] - Sr: [0, 255, 0] - Ta: [77, 166, 255] - Tb: [48, 255, 199] - Tc: [59, 158, 158] - Te: [212, 122, 0] - Th: [0, 186, 255] - Ti: [120, 202, 255] - Tl: [166, 84, 77] - Tm: [0, 212, 82] - U: [0, 143, 255] - V: [229, 25, 0] - W: [33, 148, 214] - Xe: [66, 158, 176] - Y: [148, 255, 255] - Yb: [0, 191, 56] - Zn: [143, 143, 129] - Zr: [0, 255, 0] -Extras: # for custom element types - Xbcp: [0, 0, 255] # bond critical point - Xrcp: [255, 0, 0] # ring critical point - Xccp: [255, 255, 0] # cage critical point - Xncp: [0, 255, 255] # non-nuclear attractor diff --git a/build/lib/crystal_toolkit/core/__init__.py b/build/lib/crystal_toolkit/core/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/build/lib/crystal_toolkit/core/legend.py b/build/lib/crystal_toolkit/core/legend.py deleted file mode 100644 index eb46de31..00000000 --- a/build/lib/crystal_toolkit/core/legend.py +++ /dev/null @@ -1,450 +0,0 @@ -from pymatgen.core.periodic_table import Specie, Element -from pymatgen.core.structure import Molecule -from pymatgen.core.structure import SiteCollection, Site -from pymatgen.analysis.molecule_structure_comparator import CovalentRadius -from pymatgen.util.string import unicodeify_species - -from monty.json import MSONable -from monty.serialization import loadfn - -from itertools import chain -from collections import defaultdict - -from palettable.colorbrewer.qualitative import Set1_9 -from sklearn.preprocessing import LabelEncoder -from matplotlib.cm import get_cmap -from webcolors import html5_parse_legacy_color, html5_serialize_simple_color - -from typing import Union, Optional, Tuple, Dict, List, Any - -import warnings -import numpy as np -import os - -# element colors forked from pymatgen -module_dir = os.path.dirname(os.path.abspath(__file__)) -EL_COLORS = loadfn(os.path.join(module_dir, "ElementColorSchemes.yaml")) - - -class Legend(MSONable): - """ - Help generate a legend (colors and radii) for a Structure or Molecule - such that colors and radii can be displayed for the appropriate species. - - Note that species themselves have a color (for example, Oxygen is typically - red), but that we might also want to color-code by site properties (for example, - magnetic moment), thus this class has to take into account both the species - present and its context (the specific site the species is at) to correctly - generate the legend. - """ - - default_color_scheme = "Jmol" - default_color = [0, 0, 0] - default_radius = 1.0 - fallback_radius = 0.5 - uniform_radius = 0.5 - - def __init__( - self, - site_collection: Union[SiteCollection, Site], - color_scheme: str = "Jmol", - radius_scheme: str = "uniform", - cmap: str = "coolwarm", - cmap_range: Optional[Tuple[float, float]] = None, - ): - """ - Create a legend for a given SiteCollection to choose how to - display colors and radii for the given sites and the species - on those sites. - - If a site has a "display_color" or "display_radius" site - property defined, this can be used to manually override the - displayed colors and radii respectively. - - Args: - site_collection: SiteCollection or, for convenience, a - single site can be provided and this will be converted - into a SiteCollection - color_scheme: choose how to color-code species, one of - "Jmol", "VESTA", "accessible" or a scalar site property - (e.g. magnetic moment) or a categorical/string site - property (e.g. Wyckoff label) - radius_scheme: choose the radius for a species, one of - "atomic", "specified_or_average_ionic", "covalent", - "van_der_waals", "atomic_calculated", "uniform" - cmap: only used if color_mode is set to a scalar site - property, defines the matplotlib color map to use, by - default is blue-white-red for negative to postive values - cmap_range: only used if color_mode is set to a scalar site - property, defines the minimum and maximum values of the - color scape - """ - - if isinstance(site_collection, Site): - site_collection = Molecule.from_sites([site_collection]) - - site_prop_types = self.analyze_site_props(site_collection) - - self.allowed_color_schemes = ( - ["VESTA", "Jmol", "accessible"] - + site_prop_types.get("scalar", []) - + site_prop_types.get("categorical", []) - ) - - self.allowed_radius_schemes = ( - "atomic", - "specified_or_average_ionic", - "covalent", - "van_der_waals", - "atomic_calculated", - "uniform", - ) - - if color_scheme not in self.allowed_color_schemes: - warnings.warn( - f"Color scheme {color_scheme} not available, " - f"falling back to {self.default_color_scheme}." - ) - color_scheme = self.default_color_scheme - - # if color-coding by a scalar site property, determine minimum and - # maximum values for color scheme, will default to be symmetric - # about zero - if color_scheme in site_prop_types.get("scalar", []) and not cmap_range: - props = np.array( - [ - p - for p in site_collection.site_properties[color_scheme] - if p is not None - ] - ) - prop_max = max([abs(min(props)), max(props)]) - prop_min = -prop_max - cmap_range = (prop_min, prop_max) - - el_colors = EL_COLORS.copy() - el_colors.update( - self.generate_accessible_color_scheme_on_the_fly(site_collection) - ) - - self.categorical_colors = self.generate_categorical_color_scheme_on_the_fly( - site_collection, site_prop_types - ) - - self.el_colors = el_colors - self.site_prop_types = site_prop_types - self.site_collection = site_collection - self.color_scheme = color_scheme - self.radius_scheme = radius_scheme - self.cmap = cmap - self.cmap_range = cmap_range - - @staticmethod - def generate_accessible_color_scheme_on_the_fly( - site_collection: SiteCollection, - ) -> Dict[str, Dict[str, Tuple[int, int, int]]]: - """ - e.g. for a color scheme more appropriate for people with color blindness - - Args: - site_collection: SiteCollection - - Returns: A dictionary in similar format to EL_COLORS - - """ - - color_scheme = {} - - all_species = set( - chain.from_iterable( - comp.keys() for comp in site_collection.species_and_occu - ) - ) - all_elements = sorted(sp.as_dict()["element"] for sp in all_species) - - # thanks to https://doi.org/10.1038/nmeth.1618 - palette = [ - (0, 0, 0), # 0, black - (230, 159, 0), # 1, orange - (86, 180, 233), # 2, sky blue - (0, 158, 115), #  3, bluish green - (240, 228, 66), # 4, yellow - (0, 114, 178), # 5, blue - (213, 94, 0), # 6, vermillion - (204, 121, 167), # 7, reddish purple - (255, 255, 255), #  8, white - ] - - # similar to CPK, mapping element to palette index - preferred_colors = { - "O": 6, - "N": 2, - "C": 0, - "H": 8, - "F": 3, - "Cl": 3, - "Fe": 1, - "Br": 7, - "I": 7, - "P": 1, - "S": 4, - } - - if len(set(all_elements)) > len(palette): - warnings.warn( - "Too many distinct types of site to use an accessible color scheme, " - "some sites will be given the default color." - ) - - preferred_elements_present = [ - el for el in all_elements if el in preferred_colors.keys() - ] - - colors_assigned = [] - for el in preferred_elements_present: - if preferred_colors[el] not in colors_assigned: - color_scheme[el] = palette[preferred_colors[el]] - colors_assigned.append(preferred_colors[el]) - - remaining_elements = [ - el for el in all_elements if el not in color_scheme.keys() - ] - remaining_palette = [ - c for idx, c in enumerate(palette) if idx not in colors_assigned - ] - - for el in remaining_elements: - if remaining_palette: - color_scheme[el] = remaining_palette.pop() - - return {"accessible": color_scheme} - - @staticmethod - def generate_categorical_color_scheme_on_the_fly( - site_collection: SiteCollection, site_prop_types - ) -> Dict[str, Dict[str, Tuple[int, int, int]]]: - """ - e.g. for Wykcoff - - Args: - site_collection: SiteCollection - - Returns: A dictionary in similar format to EL_COLORS - - """ - - color_scheme = {} - - palette = Set1_9.colors - - for site_prop_name in site_prop_types.get("categorical", []): - - props = np.array(site_collection.site_properties[site_prop_name]) - props[props == None] = "None" - - le = LabelEncoder() - le.fit(props) - transformed_props = le.transform(props) - - # if we have more categories than availiable colors, - # arbitrarily group some categories together - if len(set(props)) > len(palette): - warnings.warn( - "Too many categories for a complete categorical color scheme." - ) - transformed_props = [ - p if p < len(palette) else -1 for p in transformed_props - ] - - colors = {name: palette[p] for name, p in zip(props, transformed_props)} - - color_scheme[site_prop_name] = colors - - return color_scheme - - def get_color(self, sp: Union[Specie, Element], site: Optional[Site] = None) -> str: - """ - Get a color to render a specific species. Optionally, you can provide - a site for context, since ... - - Args: - sp: Specie or Element - site: Site - - Returns: Color - - """ - - # allow manual override by user - if site and "display_color" in site.properties: - color = site.properties["display_color"] - # TODO: next two lines due to change in API, will be removed - if isinstance(color, list) and isinstance(color[0], str): - color = color[0] - if isinstance(color, list): - return html5_serialize_simple_color(color) - else: - return html5_serialize_simple_color(html5_parse_legacy_color(color)) - - if self.color_scheme in ("VESTA", "Jmol", "accessible"): - el = sp.as_dict()["element"] - color = self.el_colors[self.color_scheme].get( - el, self.el_colors["Extras"].get(el, self.default_color) - ) - - elif self.color_scheme in self.site_prop_types.get("scalar", []): - - if not site: - raise ValueError( - "Requires a site for context to get the " - "appropriate site property." - ) - - prop = site.properties[self.color_scheme] - - if prop: - - cmap = get_cmap(self.cmap) - - # normalize in [0, 1] range, as expected by cmap - prop_min = self.cmap_range[0] - prop_max = self.cmap_range[1] - prop_normed = (prop - prop_min) / (prop_max - prop_min) - - color = [int(c * 255) for c in cmap(prop_normed)[0:3]] - - else: - - # fallback if site prop is None - color = self.default_color - - elif self.color_scheme in self.site_prop_types.get("categorical", []): - - if not site: - raise ValueError( - "Requires a site for context to get the " - "appropriate site property." - ) - - prop = site.properties[self.color_scheme] - - color = self.categorical_colors[self.color_scheme].get( - prop, self.default_color - ) - - else: - - raise ValueError( - f"Unknown color for {sp} and color scheme {self.color_scheme}." - ) - - return html5_serialize_simple_color(color) - - def get_radius( - self, sp: Union[Specie, Element], site: Optional[Site] = None - ) -> float: - - # allow manual override by user - if site and "display_radius" in site.properties: - return site.properties["display_radius"] - - if self.radius_scheme not in self.allowed_radius_schemes: - raise ValueError( - f"Unknown radius scheme {self.radius_scheme}, " - f"choose from: {self.allowed_radius_schemes}." - ) - - radius = None - if self.radius_scheme == "uniform": - radius = self.uniform_radius - elif self.radius_scheme == "atomic": - radius = sp.atomic_radius - elif ( - self.radius_scheme == "specified_or_average_ionic" - and isinstance(sp, Specie) - and sp.oxi_state - ): - radius = sp.ionic_radius - elif self.radius_scheme == "specified_or_average_ionic": - radius = sp.average_ionic_radius - elif self.radius_scheme == "covalent": - el = str(getattr(sp, "element", sp)) - radius = CovalentRadius.radius[el] - elif self.radius_scheme == "van_der_waals": - radius = sp.van_der_waals_radius - elif self.radius_scheme == "atomic_calculated": - radius = sp.atomic_radius_calculated - - if not radius: - warnings.warn( - "Radius unknown for {} and strategy {}, " - "setting to 0.5.".format(sp, self.radius_scheme) - ) - radius = self.fallback_radius - - return radius - - @staticmethod - def analyze_site_props(site_collection: SiteCollection) -> Dict[str, List[str]]: - """ - Returns: A dictionary with keys "scalar", "matrix", "vector", "categorical" - and values of a list of site property names corresponding to each type - """ - # (implicitly assumes all site props for a given key are same type) - site_prop_names = defaultdict(list) - for name, props in site_collection.site_properties.items(): - if isinstance(props[0], float) or isinstance(props[0], int): - site_prop_names["scalar"].append(name) - elif isinstance(props[0], list) and len(props[0]) == 3: - if isinstance(props[0][0], list) and len(props[0][0]) == 3: - site_prop_names["matrix"].append(name) - else: - site_prop_names["vector"].append(name) - elif isinstance(props[0], str): - site_prop_names["categorical"].append(name) - return dict(site_prop_names) - - @staticmethod - def get_species_str(sp: Union[Specie, Element]) -> str: - """ - Args: - sp: Specie or Element - - Returns: string representation - """ - # TODO: add roman numerals for oxidation state for ease of readability - # and then move this to pymatgen string utils ... - return unicodeify_species(str(sp)) - - def get_legend(self) -> Dict[str, Any]: - - # decide what we want the labels to be - if self.color_scheme in ("Jmol", "VESTA", "accessible"): - label = lambda site, sp: self.get_species_str(sp) - elif self.color_scheme in self.site_prop_types.get("scalar", {}): - label = lambda site, sp: f"{site.properties[self.color_scheme]:.2f}" - elif self.color_scheme in self.site_prop_types.get("categorical", {}): - label = lambda site, sp: f"{site.properties[self.color_scheme]}" - else: - raise ValueError(f"Color scheme {self.color_scheme} not known.") - - legend = defaultdict(list) - - # first get all our colors for different species - for site in self.site_collection: - for sp, occu in site.species.items(): - legend[self.get_color(sp, site)].append(label(site, sp)) - - legend = {k: ", ".join(sorted(list(set(v)))) for k, v in legend.items()} - - color_options = [] - for site_prop_type in ("scalar", "categorical"): - if site_prop_type in self.site_prop_types: - for prop in self.site_prop_types[site_prop_type]: - color_options.append(prop) - - return { - "composition": self.site_collection.composition.as_dict(), - "colors": legend, - "available_color_schemes": color_options, - } diff --git a/build/lib/crystal_toolkit/core/mpcomponent.py b/build/lib/crystal_toolkit/core/mpcomponent.py deleted file mode 100644 index ccecb8d0..00000000 --- a/build/lib/crystal_toolkit/core/mpcomponent.py +++ /dev/null @@ -1,763 +0,0 @@ -import logging -from abc import ABC, abstractmethod -from ast import literal_eval -from collections import defaultdict -from itertools import chain -from json import JSONDecodeError, dumps, loads -from typing import Dict, List, Optional, Set, Tuple, Union -from base64 import b64encode - -import dash -import dash_core_components as dcc -import dash_html_components as html -import dash_table as dt -import numpy as np -from dash.dependencies import ALL -from flask_caching import Cache -from monty.json import MontyDecoder, MSONable - -from crystal_toolkit import __version__ as ct_version -from crystal_toolkit.helpers.layouts import add_label_help, Icon, Button, Loading -from crystal_toolkit.settings import SETTINGS - -try: - from typing import Literal -except ImportError: - from typing import Literal - -# fallback cache if Redis etc. isn't set up -null_cache = Cache(config={"CACHE_TYPE": "null"}) - -# Crystal Toolkit namespace, added to the start of all ids -# so we can see which layouts have been added by Crystal Toolkit -CT_NAMESPACE = "CT" - - -class MPComponent(ABC): - """ - The abstract base class for an MPComponent. MPComponent - is designed to help render an MSONable object. - """ - - # reference to global Dash app - app = None - - # reference to Flask cache - cache = None - - # used to track all dcc.Stores required for all MPComponents to work - # keyed by the MPComponent id - _app_stores_dict: Dict[str, List[dcc.Store]] = defaultdict(list) - - # used to track what individual Dash components are defined - # by this MPComponent - _all_id_basenames: Set[str] = set() - - # used to defer generation of callbacks until app.layout defined - # can be helpful to callback exceptions retained - _callbacks_to_generate: Set["MPComponent"] = set() - - @staticmethod - def register_app(app: dash.Dash): - """ - This method must be called at least once in your Crystal - Toolkit Dash app if you want to enable interactivity with the - MPComponents. The "app" variable is a special global - variable used by Dash/Flask, and registering it with - MPComponent allows callbacks to be registered with the - app on instantiation. - - Args: - app: a Dash app instance - """ - MPComponent.app = app - # add metadata - app.config.meta_tags.append( - { - "name": "generator", - "content": f"Crystal Toolkit {ct_version} (Materials Project)", - } - ) - # set default title, but respect the user if they override it - if app.title == "Dash": - app.title = "Crystal Toolkit" - - @staticmethod - def register_cache(cache: Cache): - """ - This method must be called at least once in your - Crystal Toolkit Dash app if you want to enable - callback caching. Callback caching is one of the - easiest ways to see significant performance - improvements, especially for callbacks that are - computationally expensive. - - Args: - cache: a flask_caching Cache instance - """ - if cache: - MPComponent.cache = cache - else: - MPComponent.cache = Cache( - MPComponent.app.server, config={"CACHE_TYPE": "simple"} - ) - - @staticmethod - def crystal_toolkit_layout(layout: html.Div) -> html.Div: - - if not MPComponent.app: - raise ValueError( - "Please register the Dash app with Crystal Toolkit " - "using register_app()." - ) - - # layout_str = str(layout) - stores_to_add = [] - for basename in MPComponent._all_id_basenames: - # can use "if basename in layout_str:" to restrict to components present in initial layout - # this would cause bugs for components displayed dynamically - stores_to_add += MPComponent._app_stores_dict[basename] - layout.children += stores_to_add - - # set app.layout to layout so that callbacks can be validated - MPComponent.app.layout = layout - - for component in MPComponent._callbacks_to_generate: - component.generate_callbacks(MPComponent.app, MPComponent.cache) - - return layout - - @staticmethod - def register_crystal_toolkit(app, layout, cache=None): - - MPComponent.register_app(app) - MPComponent.register_cache(cache) - app.config["suppress_callback_exceptions"] = True - app.layout = MPComponent.crystal_toolkit_layout(layout) - - @staticmethod - def all_app_stores() -> html.Div: - """ - This must be included somewhere in your - Crystal Toolkit Dash app's layout for - interactivity to work. This is a hidden element - that contains the MSON for each MPComponent. - - Returns: a html.Div Dash Layout - """ - return html.Div( - list(chain.from_iterable(MPComponent._app_stores_dict.values())) - ) - - def __init__( - self, - default_data: Optional[Union[MSONable, Dict, str]] = None, - id: Optional[str] = None, - links: Optional[Dict[str, str]] = None, - storage_type: Literal["memory", "local", "session"] = "memory", - disable_callbacks: bool = False, - ): - """ - The abstract base class for an MPComponent. - - The MPComponent is designed to help render any MSONable object, - for example many of the objects in pymatgen (Structure, PhaseDiagram, etc.) - - To instantiate an MPComponent, you will need to create it outside - of your Dash app layout: - - my_component = MPComponent(my_msonable_object) - - Then, inside the app.layout, you can include the component's layout - anywhere you choose: my_component.layout - - If you want the layouts to be interactive, i.e. to respond to callbacks, - you have to also use the MPComponent.register_app(app) method in your app, - and also include MPComponent.all_app_stores in your app.layout (an - invisible layout that contains the MSON itself). - - If you do not want the layouts to be interactive, set disable_callbacks - to True to prevent errors. - - If including multiple MPComponents of the same type, make sure - to set the id field to a unique value, as you would in any other - Dash component. - - When sub-classing MPComponent, the most important methods to implement - are _sub_layouts and generate_callbacks(). - - Args: - default_data: inital contents for the component, can be None - id: a unique id, required if multiple of the same type of - MPComponent are included in an app - links: if set, will set store contents from the stores of another - component to reduce unnecessary callbacks and duplication of data, - note that links are one directional only and specific the origin - stores, e.g. set {"default": my_other_component.id()} to fill this - component's default store contents from the other component's default store, - or {"graph": my_other_component.id("graph")} to fill this component's - "graph" store from another component's "graph" store - storage_type: whether to persist contents of component through - browser refresh or browser sessions, use with caution, defaults - to "memory" so component store will be emptied on refresh, see - dcc.Store documentation for more information - disable_callbacks: if True, will not generate callbacks, useful - for static layouts or returning new MPComponents dynamically where - generating callbacks are not possible due to limitations of Dash - """ - - # ensure ids are unique - # Note: shadowing Python built-in here, but only because Dash does it... - # TODO: do something else here - if id is None: - id = f"{CT_NAMESPACE}{self.__class__.__name__}" - elif not id.startswith(CT_NAMESPACE): - id = f"{CT_NAMESPACE}{id}" - MPComponent._all_id_basenames.add(id) - - self._id = id - self._all_ids = set() - self._stores = {} - self._initial_data = {} - - self.links = links or {} - - self.create_store( - name="default", initial_data=default_data, storage_type=storage_type - ) - self.links["default"] = self.id() - - if not disable_callbacks: - # callbacks generated as final step by crystal_toolkit_layout() - self._callbacks_to_generate.add(self) - - self.logger = logging.getLogger(self.__class__.__name__) - - def id( - self, - name: str = "default", - is_kwarg: bool = False, - idx=False, - hint=None, - is_store: bool = False, - ) -> Union[str, Dict[str, str]]: - """ - Generate an id from a name combined with the - base id of the MPComponent itself, useful for generating - ids of individual components in the layout. - - In the special case of the id of an element that is used to re-construct - a keyword argument for a specific class, it will store information necessary - to reconstruct that keyword argument (e.g. its type hint and, in the case of - a vector or matrix, the corresponding index). - - A hint could be a tuple for a numpy array of that shape, e.g. (3, 3) for a 3x3 matrix, - (1, 3) for a vector, or "literal" to parse kwarg value using ast.literal_eval, or "bool" - to parse a boolean value. In future iterations, we may be able to replace this with native - Python type hints. The problem here is being able to specify array shape where appropriate. - - - Args: - name: e.g. "default" - - Returns: e.g. "MPComponent_default" - """ - - if name in self._stores: - is_store = True - - if is_kwarg: - return { - "component_id": self._id, - "kwarg_label": name, - "idx": str(idx), - "hint": str(hint), - } - - # if we're linking to another component, return that id - if name in self.links: - return self.links[name] - - # otherwise create a new id - self._all_ids.add(name) - if name != "default": - name = f"{self._id}_{name}" - else: - name = f"{self._id}" - return name - if is_store: - return name - else: - return {"id": name} - - def create_store( - self, - name: str, - initial_data: Optional[Union[MSONable, Dict, str]] = None, - storage_type: Literal["memory", "local", "session"] = "memory", - debug_clear: bool = False, - ): - """ - Generate a dcc.Store to hold something (MSONable object, Dict - or string), and register it so that it will be included in the - Dash app automatically. - - The initial data will be stored in a class attribute as - self._initial_data[name]. - - Args: - name: name for the store - initial_data: initial data to include - storage_type: as in dcc.Store - debug_clear: set to True to empty the store if using - persistent storage - """ - - # if we're linking to another component, do not create a new store - if name in self.links: - return - - store = dcc.Store( - id=self.id(name, is_store=True), - data=initial_data, - storage_type=storage_type, - clear_data=debug_clear, - ) - self._stores[name] = store - self._initial_data[name] = initial_data - MPComponent._app_stores_dict[self.id()].append(store) - - @property - def initial_data(self): - """ - :return: Initial data for all the stores defined by component, - keyed by store name. - """ - return self._initial_data - - @staticmethod - def from_data(data): - """ - Converts the contents of a dcc.Store back into a Python object. - :param data: contents of a dcc.Store created by to_data - :return: a Python object - """ - return loads(dumps(data), cls=MontyDecoder) - - @property - def all_stores(self) -> List[str]: - """ - :return: List of all store ids generated by this component - """ - return list(self._stores.keys()) - - @property - def all_ids(self) -> List[str]: - """ - :return: List of all ids generated by this component - """ - return list( - component_id - for component_id in self._all_ids - if component_id not in self.all_stores - ) - - def __repr__(self): - return f"{self.id()}<{self.__class__.__name__}>" - - def __str__(self): - ids = "\n".join( - [f"* {component_id} " for component_id in sorted(self.all_ids)] - ) - stores = "\n".join([f"* {store} " for store in sorted(self.all_stores)]) - layouts = "\n".join( - [f"* {layout} " for layout in sorted(self._sub_layouts.keys())] - ) - - return f"""{self.id()}<{self.__class__.__name__}> \n -IDs: \n{ids} \n -Stores: \n{stores} \n -Sub-layouts: \n{layouts}""" - - @property - def _sub_layouts(self): - """ - Layouts associated with this component, available for book-keeping - if your component is complex, so that the layout() method is just - assembles individual sub-layouts. - - :return: A dictionary with names of layouts as keys (str) and Dash - layouts (e.g. html.Div) as values. - """ - return {} - - def layout(self) -> html.Div: - """ - :return: A Dash layout for the full component. Basic implementation - provided, but should in general be overridden. - """ - return html.Div(list(self._sub_layouts.values())) - - @abstractmethod - def generate_callbacks(self, app, cache): - """ - Generate all callbacks associated with the layouts in this app. Assume - that "suppress_callback_exceptions" is True, since it is not always - guaranteed that all layouts will be displayed to the end user at all - times, but it's important the callbacks are defined on the server. - """ - raise NotImplementedError - - def get_numerical_input( - self, - kwarg_label: str, - state: Optional[dict] = None, - label: Optional[str] = None, - help_str: str = None, - is_int: bool = False, - shape: Tuple[int, ...] = (), - **kwargs, - ): - """ - For Python classes which take matrices as inputs, this will generate - a corresponding Dash input layout. - - :param kwarg_label: The name of the corresponding Python input, this is used - to name the component. - :param label: A description for this input. - :param state: Used to set state for this input, dict with arg name or kwarg name as key - :param help_str: Text for a tooltip when hovering over label. - :param is_int: if True, will use a numeric input - :param shape: (3, 3) for matrix, (1, 3) for vector, (1, 1) for scalar - :return: a Dash layout - """ - - default = np.full(shape, state.get(kwarg_label)) - default = np.reshape(default, shape) - - def matrix_element(idx, value=0): - # TODO: maybe move element out of the name - mid = self.id(kwarg_label, is_kwarg=True, idx=idx, hint=shape) - if not is_int: - return dcc.Input( - id=mid, - inputMode="numeric", - debounce=True, - className="input", - style={ - "textAlign": "center", - # shorter default width if matrix or vector - "width": "5rem", - "marginRight": "0.2rem", - "marginBottom": "0.2rem", - "height": "36px", - }, - value=value, - persistence=True, - type="number", - **kwargs, - ) - else: - return dcc.Input( - id=mid, - inputMode="numeric", - debounce=True, - className="input", - style={ - "textAlign": "center", - # shorter default width if matrix or vector - "width": "5rem", - "marginRight": "0.2rem", - "marginBottom": "0.2rem", - "height": "36px", - }, - value=value, - persistence=True, - type="number", - step=1, - **kwargs, - ) - - # dict of row indices, column indices to element - matrix_contents = defaultdict(dict) - - # determine what individual input boxes we need - # note that shape = () for floats, shape = (3,) for vectors - # but we may also need to accept input for e.g. (3, 1) - it = np.nditer(default, flags=["multi_index", "refs_ok"]) - while not it.finished: - idx = it.multi_index - row = (idx[1] if len(idx) > 1 else 0,) - column = idx[0] if len(idx) > 0 else 0 - matrix_contents[row][column] = matrix_element(idx, value=it[0]) - it.iternext() - - # arrange the input boxes in two dimensions (rows, columns) - matrix_div_contents = [] - for row_idx, columns in sorted(matrix_contents.items()): - row = [] - for column_idx, element in sorted(columns.items()): - row.append(element) - matrix_div_contents.append(html.Div(row)) - - matrix = html.Div(matrix_div_contents) - - return add_label_help(matrix, label, help_str) - - def get_slider_input( - self, - kwarg_label: str, - state: Optional[dict] = None, - label: Optional[str] = None, - help_str: str = None, - multiple: bool = False, - **kwargs, - ): - - default = state.get(kwarg_label) or False - - if multiple: - slider_input = dcc.RangeSlider( - id=self.id(kwarg_label, is_kwarg=True, hint="slider"), - tooltip={"placement": "bottom"}, - value=default, - persistence=True, - **kwargs, - ) - else: - slider_input = dcc.Slider( - id=self.id(kwarg_label, is_kwarg=True, hint="slider"), - tooltip={"placement": "bottom"}, - value=default, - persistence=True, - **kwargs, - ) - - return add_label_help(slider_input, label, help_str) - - def get_bool_input( - self, - kwarg_label: str, - state: Optional[dict] = None, - label: Optional[str] = None, - help_str: str = None, - ): - """ - For Python classes which take boolean values as inputs, this will generate - a corresponding Dash input layout. - - :param kwarg_label: The name of the corresponding Python input, this is used - to name the component. - :param label: A description for this input. - :param state: Used to set state for this input, dict with arg name or kwarg name as key - :param help_str: Text for a tooltip when hovering over label. - :return: a Dash layout - """ - - default = state.get(kwarg_label) or False - - bool_input = dcc.Checklist( - id=self.id(kwarg_label, is_kwarg=True, hint="bool"), - style={"width": "5rem"}, - options=[{"label": "", "value": "enabled"}], - value=["enabled"] if default else [], - persistence=True, - ) - - return add_label_help(bool_input, label, help_str) - - def get_choice_input( - self, - kwarg_label: str, - state: Optional[dict] = None, - label: Optional[str] = None, - help_str: str = None, - options: Optional[List[Dict]] = None, - **kwargs, - ): - """ - For Python classes which take floats as inputs, this will generate - a corresponding Dash input layout. - - :param kwarg_label: The name of the corresponding Python input, this is used - to name the component. - :param label: A description for this input. - :param state: Used to set state for this input, dict with arg name or kwarg name as key - :param help_str: Text for a tooltip when hovering over label. - :param options: Options to choose from, as per dcc.Dropdown - :return: a Dash layout - """ - - default = state.get(kwarg_label) - - option_input = dcc.Dropdown( - id=self.id(kwarg_label, is_kwarg=True, hint="literal"), - options=options if options else [], - value=default, - persistence=True, - clearable=False, - **kwargs, - ) - - return add_label_help(option_input, label, help_str) - - def get_dict_input( - self, - kwarg_label: str, - state: Optional[dict] = None, - label: Optional[str] = None, - help_str: str = None, - key_name: str = "key", - value_name: str = "value", - ): - - default = state.get(kwarg_label) or {} - - dict_input = dt.DataTable( - id=self.id(kwarg_label, is_kwarg=True, hint="dict"), - columns=[ - {"id": "key", "name": key_name}, - {"id": "value", "name": value_name}, - ], - data=[{"key": k, "value": v} for k, v in default.items()], - editable=True, - persistence=True, - ) - - return add_label_help(dict_input, label, help_str) - - def get_kwarg_id(self, kwarg_name) -> Dict: - """ - - :param kwarg_name: - :return: - """ - return { - "component_id": self._id, - "kwarg_label": kwarg_name, - "idx": ALL, - "hint": ALL, - } - - def get_all_kwargs_id(self) -> Dict: - """ - - :return: - """ - return {"component_id": self._id, "kwarg_label": ALL, "idx": ALL, "hint": ALL} - - def reconstruct_kwarg_from_state(self, state, kwarg_name): - return self.reconstruct_kwargs_from_state(state)[kwarg_name] - - def reconstruct_kwargs_from_state(self, state) -> Dict: - # TODO: change to take callback_context directly - - kwargs = {} - for k, v in state.items(): - - # TODO: hopefully this will be less hacky in future Dash versions - # remove trailing ".value" and convert back into dictionary - # need to sort k somehow ... - - try: - d = loads(k[: -len(".value")]) - except JSONDecodeError: - continue - - kwarg_label = d["kwarg_label"] - - try: - k_type = literal_eval(d["hint"]) - except ValueError: - k_type = d["hint"] - - idx = literal_eval(d["idx"]) - - # TODO: catch Exceptions here, and display validation error to user if incorrect kwargs supplied - - if isinstance(k_type, tuple): - # matrix or vector - if kwarg_label not in kwargs: - kwargs[kwarg_label] = np.empty(k_type) - v = literal_eval(str(v)) - if v is not None and kwargs[kwarg_label] is not None: - kwargs[kwarg_label][idx] = literal_eval(str(v)) - else: - # require all elements to have value, otherwise set - # entire kwarg to None - kwargs[kwarg_label] = None - - elif k_type == "literal": - - try: - kwargs[kwarg_label] = literal_eval(str(v)) - except ValueError: - kwargs[kwarg_label] = str(v) - - elif k_type == "bool": - kwargs[kwarg_label] = bool("enabled" in v) - - elif k_type == "slider": - kwargs[kwarg_label] = v - - elif k_type == "dict": - pass - - for k, v in kwargs.items(): - if isinstance(v, np.ndarray): - kwargs[k] = v.tolist() - - if SETTINGS.DEBUG_MODE: - print(self.__class__.__name__, "kwargs", kwargs) - - return kwargs - - @staticmethod - def datauri_from_fig( - fig, fmt: str = "png", width: int = 600, height: int = 400, scale: int = 4 - ) -> str: - """ - Generate a data URI from a Plotly Figure. - - :param fig: Plotly Figure object or corresponding dictionary - :param fmt: "png", "jpg", etc. (see PlotlyScope for supported formats) - :param width: width in pixels - :param height: height in pixels - :param scale: scale factor - :return: - """ - - from kaleido.scopes.plotly import PlotlyScope - - scope = PlotlyScope() - output = scope.transform( - fig, format=fmt, width=width, height=height, scale=scale - ) - image = b64encode(output).decode("ascii") - - return f"data:image/{fmt};base64,{image}" - - def get_figure_placeholder(self, figure_id: str) -> html.Div: - """ - Get a layout to act as a placeholder for an interactive figure. - - When used with `generate_static_figure_callbacks`, and assuming - kaleido is installed on the server, a static image placeholder will - be generated. - - :return: - """ - - return html.Div( - [ - html.Div( - [Loading(id=self.id(f"{figure_id}-wrapped-figure-inner"))], - id=self.id("wrapped-figure-outer"), - ), - Button( - [Icon(kind="chart-pie"), html.Span(), "Make Plot Interactive"], - kind="primary", - id=self.id(f"{figure_id}-wrapped-figure-button"), - ), - ] - ) diff --git a/build/lib/crystal_toolkit/core/panelcomponent.py b/build/lib/crystal_toolkit/core/panelcomponent.py deleted file mode 100644 index 6c18c86b..00000000 --- a/build/lib/crystal_toolkit/core/panelcomponent.py +++ /dev/null @@ -1,63 +0,0 @@ -import dash_html_components as html -from dash.dependencies import Output, Input, State -from dash.exceptions import PreventUpdate - -from crystal_toolkit.core.mpcomponent import MPComponent -from crystal_toolkit.helpers.layouts import Reveal - - -class PanelComponent(MPComponent): - """ - A component intended to do wrap another component or set of components - inside a panel. The key benefit is that the inner contents of the panel - are not loaded until the panel is opened, so can reduce the number of - callbacks run until a user initiates interaction. - - To use, implement the "contents_layout" method, and add any new - callbacks necessary to fill it. - """ - - @property - def title(self): - return "Untitled Panel" - - @property - def description(self): - return None - - def panel_layout(self, open_by_default=False): - - message = html.Div(id=self.id("message")) - - description = html.Div( - self.description, - id=self.id("description"), - className="mpc-panel-description", - ) - - initial_contents = html.Div(id=self.id("contents")) - - panel = Reveal( - title=self.title, - children=[message, description, html.Br(), initial_contents], - id=self.id("panel"), - open=open_by_default, - ) - - return panel - - def contents_layout(self) -> html.Div: - raise NotImplementedError - - def generate_callbacks(self, app, cache): - @app.callback( - Output(self.id("contents"), "children"), - [Input(f"{self.id('panel')}_summary", "n_clicks")], - [State(self.id("contents"), "children")], - ) - def load_panel(panel_n_clicks, current_contents): - - if current_contents or panel_n_clicks is None: - raise PreventUpdate - - return html.Div(self.contents_layout(), id=self.id("inner_contents")) diff --git a/build/lib/crystal_toolkit/core/scene.py b/build/lib/crystal_toolkit/core/scene.py deleted file mode 100644 index 4bd79fcf..00000000 --- a/build/lib/crystal_toolkit/core/scene.py +++ /dev/null @@ -1,593 +0,0 @@ -from abc import abstractproperty -from collections import defaultdict -from dataclasses import dataclass, field, asdict -from itertools import chain -from json import dump -from typing import List, Optional, Dict, Any - -""" -This module gives a Python interface to generate JSON for the -CrystalToolkitSceneComponent. To use, create a Scene whose contents can either be a -a list of any of the geometric primitives defined below (e.g. Spheres, -Cylinders, etc.) or can be another Scene. Then use scene_to_json() to convert -the Scene to the JSON format to pass to CrystalToolkitSceneComponent's data attribute. -""" - - -class Primitive: - """ - A Mixin class for standard plottable primitive behavior - For now, this just enforces some basic mergeability - """ - - @abstractproperty - def key(self): - raise NotImplementedError - - @classmethod - def merge(cls, items): - raise NotImplementedError - - @property - def bounding_box(self) -> List[List[float]]: - x, y, z = zip(*self.positions) - return [[min(x), min(y), min(z)], [max(x), max(y), max(z)]] - - -@dataclass -class Scene: - """ - A Scene is defined by its name (a string, does not have to be unique), - and its contents (a list of geometric primitives or other Scenes). - """ - - name: str # name for the scene, does not have to be unique - contents: list = field(default_factory=list) - origin: List[float] = field(default=(0, 0, 0)) - visible: bool = True - _meta: Dict = None - - def __add__(self, other): - """ - For convenience to combine multiple scenes. - - No good way to decide what origin to set for the new scene. - - :param other: another Scene - :return: - """ - return Scene( - name=self.name + "_" + other.name, - contents=self.contents + other.contents, - origin=self.origin, - visible=self.visible, - _meta={self.name: self._meta, other.name: other._meta}, - ) - - def _repr_mimebundle_(self, include=None, exclude=None): - """ - Render Scenes using crystaltoolkit-extension for Jupyter Lab. - """ - return { - "application/vnd.mp.ctk+json": self.to_json(), - "text/plain": self.__repr__(), - } - - def to_json(self): - """ - Convert a Scene into JSON. It will implicitly assume all None values means - that that attribute uses its default value, and so will be removed from - the JSON to reduce the file size of the resulting JSON. - - Note that this function actually returns a Python dict, but in a format - that can be converted to a JSON string using the standard library JSON - encoder. - - :param scene: A Scene object - :return: dict in a format that can be parsed by CrystalToolkitSceneComponent - """ - - merged_scene = Scene( - name=self.name, - contents=self.merge_primitives(self.contents), - origin=self.origin, - ) - - def remove_defaults(scene_dict): - """ - Reduce file size of JSON by removing any key which - is just its default value. - """ - trimmed_dict = {} - for k, v in scene_dict.items(): - if isinstance(v, dict): - v = remove_defaults(v) - elif isinstance(v, list): - trimmed_dict[k] = [ - remove_defaults(item) if isinstance(item, dict) else item - for item in v - ] - elif v is not None: - trimmed_dict[k] = v - return trimmed_dict - - return remove_defaults(asdict(merged_scene)) - - def to_plotly_json(self): - """ - Easy way to allow Scene objects to be returned from callbacks. - """ - return self.to_json() - - def to(self, filename): - """ - Write a Scene to a file. Can be opened by Jupyter Lab if - Crystal Toolkit extension installed. - - :param filename: The filename (can include path), - an extension will be set if not supplied. - :return: - """ - # TODO: find a way to keep the original MSONable object + scene generation options alongside - if not filename.endswith(".ctk.json"): - filename += ".ctk.json" - with open(filename, "w") as f: - dump(self.to_json(), f) - - @property - def bounding_box(self) -> List[List[float]]: - """ - Returns the bounding box coordinates - """ - if len(self.contents) > 0: - min_list, max_list = zip(*[p.bounding_box for p in self.contents]) - min_x, min_y, min_z = map(min, list(zip(*min_list))) - max_x, max_y, max_z = map(max, list(zip(*max_list))) - - return [[min_x, min_y, min_z], [max_x, max_y, max_z]] - else: - return [[0, 0, 0], [0, 0, 0]] - - @staticmethod - def merge_primitives(primitives): - """ - If primitives are of the same type but differ only in position, they - are merged together. This is a small optimization, has not been benchmarked. - :param primitives: list of primitives (Spheres, Cylinders, etc.) - :return: list of primitives - """ - mergable = defaultdict(list) - remainder = [] - - for primitive in primitives: - if isinstance(primitive, Scene): - primitive.contents = Scene.merge_primitives(primitive.contents) - remainder.append(primitive) - elif isinstance(primitive, Primitive): - mergable[primitive.key].append(primitive) - else: - remainder.append(primitive) - - merged = [v[0].merge(v) for v in mergable.values()] - - return merged + remainder - - -@dataclass -class Spheres(Primitive): - """ - Create a set of spheres. All spheres will have the same color, radius and - segment size (if only drawing a section of a sphere). - :param positions: This is a list of lists corresponding to the vector - positions of the spheres. - :param color: Sphere color as a hexadecimal string, e.g. #ff0000 - :param radius: The radius of the sphere, defaults to 1. - :param phiStart: Start angle in radians if drawing only a section of the - sphere, defaults to 0 - :param phiEnd: End angle in radians if drawing only a section of the - sphere, defaults to 2*pi - :param visible: If False, will hide the object by default. - :param reference: name to reference the primitive for callback - :param clickable: if true, allows this primitive to be clicked - and trigger and event - """ - - positions: List[List[float]] - _animate: Optional[List[List[float]]] = None - color: Optional[str] = None - radius: Optional[float] = None - phiStart: Optional[float] = None - phiEnd: Optional[float] = None - type: str = field(default="spheres", init=False) # private field - visible: bool = None - tooltip: str = None - clickable: bool = False - reference: Optional[str] = None - _meta: Any = None - - @property - def key(self): - return f"sphere_{self.color}_{self.radius}_{self.phiStart}_{self.phiEnd}_{self.clickable}_{self.tooltip}" - - @classmethod - def merge(cls, sphere_list): - new_positions = list( - chain.from_iterable([sphere.positions for sphere in sphere_list]) - ) - new__animate = list( - chain.from_iterable( - [sphere._animate for sphere in sphere_list if sphere._animate] - ) - ) - return cls( - positions=new_positions, - color=sphere_list[0].color, - radius=sphere_list[0].radius, - phiStart=sphere_list[0].phiStart, - phiEnd=sphere_list[0].phiEnd, - visible=sphere_list[0].visible, - clickable=sphere_list[0].clickable, - tooltip=sphere_list[0].tooltip, - ) - - -@dataclass -class Ellipsoids(Primitive): - """ - Create a set of ellipsoids. All ellipsoids will have the same color, radius and - segment size (if only drawing a section of a ellipsoid). - :param scale: This is the scale to apply to the x,y and z axis of the ellipsoid prior to rotation to the target axes - :param positions: This is a list of lists corresponding to the vector - positions of the ellipsoids. - :param rotate_to: This is a list of vectors that specify the direction the major axis of the ellipsoid should point towards. The major axis is the z-axis: (0,0,1) - :param color: Ellipsoid color as a hexadecimal string, e.g. #ff0000 - :param phiStart: Start angle in radians if drawing only a section of the - ellipsoid, defaults to 0 - :param phiEnd: End angle in radians if drawing only a section of the - ellipsoid, defaults to 2*pi - :param visible: If False, will hide the object by default. - :param reference: name to reference the primitive for callback - :param clickable: if true, allows this primitive to be clicked - and trigger and event - """ - - scale: List[float] - positions: List[List[float]] - rotate_to: List[List[float]] - _animate: Optional[List[List[float]]] = None - color: Optional[str] = None - phiStart: Optional[float] = None - phiEnd: Optional[float] = None - type: str = field(default="ellipsoids", init=False) # private field - visible: bool = None - clickable: bool = False - reference: Optional[str] = None - _meta: Any = None - - @property - def key(self): - return f"ellipsoid_{self.color}_{self.scale}_{self.phiStart}_{self.phiEnd}" - - @classmethod - def merge(cls, ellipsoid_list): - new_positions = list( - chain.from_iterable([ellipsoid.positions for ellipsoid in ellipsoid_list]) - ) - rotate_to = list( - chain.from_iterable([ellipsoid.rotate_to for ellipsoid in ellipsoid_list]) - ) - new__animate = list( - chain.from_iterable( - [ - ellipsoid._animate - for ellipsoid in ellipsoid_list - if ellipsoid._animate - ] - ) - ) - - return cls( - positions=new_positions, - rotate_to=rotate_to, - _animate=new__animate, - scale=ellipsoid_list[0].scale, - color=ellipsoid_list[0].color, - phiStart=ellipsoid_list[0].phiStart, - phiEnd=ellipsoid_list[0].phiEnd, - visible=ellipsoid_list[0].visible, - ) - - -@dataclass -class Cylinders(Primitive): - """ - Create a set of cylinders. All cylinders will have the same color and - radius. - :param positionPairs: This is a list of pairs of lists corresponding to the - start and end position of the cylinder. - :param color: Cylinder color as a hexadecimal string, e.g. #ff0000 - :param radius: The radius of the cylinder, defaults to 1. - :param visible: If False, will hide the object by default. - :param reference: name to reference the primitive for callback - :param clickable: if true, allows this primitive to be clicked - and trigger and event - """ - - positionPairs: List[List[List[float]]] - _animate: Optional[List[List[List[float]]]] = None - color: Optional[str] = None - radius: Optional[float] = None - type: str = field(default="cylinders", init=False) # private field - visible: bool = None - tooltip: str = None - clickable: bool = False - reference: Optional[str] = None - _meta: Any = None - - @property - def key(self): - return f"cylinder_{self.color}_{self.radius}_{self.reference}" - - @classmethod - def merge(cls, cylinder_list): - - new_positionPairs = list( - chain.from_iterable([cylinder.positionPairs for cylinder in cylinder_list]) - ) - new__animate = list( - chain.from_iterable( - [cylinder._animate for cylinder in cylinder_list if cylinder._animate] - ) - ) - - return cls( - positionPairs=new_positionPairs, - color=cylinder_list[0].color, - radius=cylinder_list[0].radius, - visible=cylinder_list[0].visible, - ) - - @property - def bounding_box(self) -> List[List[float]]: - x, y, z = zip(*chain.from_iterable(self.positionPairs)) - return [[min(x), min(y), min(z)], [min(x), min(y), min(z)]] - - -@dataclass -class Cubes(Primitive): - """ - Create a set of cubes. All cubes will have the same color and width. - :param positions: This is a list of lists corresponding to the vector - positions of the cubes. - :param color: Cube color as a hexadecimal string, e.g. #ff0000 - :param width: The width of the cube, defaults to 1. - :param visible: If False, will hide the object by default. - :param reference: name to reference the primitive for callback - :param clickable: if true, allows this primitive to be clicked - and trigger and event - """ - - positions: List[List[float]] - _animate: Optional[List[List[float]]] = None - color: Optional[str] = None - width: Optional[float] = None - type: str = field(default="cubes", init=False) # private field - visible: bool = None - clickable: bool = False - reference: Optional[str] = None - _meta: Any = None - - @property - def key(self): - return f"cube_{self.color}_{self.width}_{self.reference}" - - @classmethod - def merge(cls, cube_list): - new_positions = list( - chain.from_iterable([cube.positions for cube in cube_list]) - ) - new__animate = list( - chain.from_iterable([cube._animate for cube in cube_list if cube._animate]) - ) - return cls( - positions=new_positions, - color=cube_list[0].color, - width=cube_list[0].width, - visible=cube_list[0].visible, - ) - - -@dataclass -class Lines(Primitive): - """ - Create a set of lines. All lines will have the same color, thickness and - (optional) dashes. - :param positions: This is a list of lists corresponding to the positions of - the lines. Each consecutive pair of vectors corresponds to the start and end - position of a line segment (line segments do not have to be joined - together). - :param color: Line color as a hexadecimal string, e.g. #ff0000 - :param linewidth: The width of the line, defaults to 1 - :param scale: Optional, if provided will set a global scale for line dashes. - :param dashSize: Optional, if provided will specify length of line dashes. - :param gapSize: Optional, if provided will specify gap between line dashes. - :param visible: If False, will hide the object by default. - :param reference: name to reference the primitive for callback - :param clickable: if true, allows this primitive to be clicked - and trigger and event - """ - - positions: List[List[float]] - _animate: Optional[List[List[float]]] = None - color: str = None - linewidth: float = None - scale: float = None - dashSize: float = None - gapSize: float = None - type: str = field(default="lines", init=False) # private field - visible: bool = None - clickable: bool = False - reference: Optional[str] = None - _meta: Any = None - - @property - def key(self): - return f"line_{self.color}_{self.linewidth}_{self.dashSize}_{self.gapSize}_{self.reference}" - - @classmethod - def merge(cls, line_list): - new_positions = list( - chain.from_iterable([line.positions for line in line_list]) - ) - new__animate = list( - chain.from_iterable([line._animate for line in line_list if line._animate]) - ) - return cls( - positions=new_positions, - color=line_list[0].color, - linewidth=line_list[0].linewidth, - scale=line_list[0].scale, - dashSize=line_list[0].dashSize, - gapSize=line_list[0].gapSize, - visible=line_list[0].visible, - ) - - -@dataclass -class Surface: - """ - Define a surface by its vertices. Please also provide normals if known. - Opacity can be set to enable transparency, but note that the current - Three.js renderer doesn't support nested transparent objects very well. - """ - - positions: List[List[float]] - _animate: Optional[List[List[float]]] = None - normals: Optional[List[List[float]]] = None - color: str = None - opacity: float = None - show_edges: bool = False - type: str = field(default="surface", init=False) # private field - visible: bool = None - clickable: bool = False - reference: Optional[str] = None - _meta: Any = None - - @property - def bounding_box(self) -> List[List[float]]: - # Not used in the calculation of the bounding box - return [[0, 0, 0], [0, 0, 0]] - - -@dataclass -class Convex: - """ - Create a surface from the convex hull formed by list of points. Note that - at least four points must be specified. The current Three.js renderer uses - the QuickHull algorithm. Opacity can be set to enable transparency, but note - that the current Three.js renderer doesn't support nested transparent - objects very well. - """ - - positions: List[List[float]] - _animate: Optional[List[List[float]]] = None - color: str = None - opacity: float = None - type: str = field(default="convex", init=False) # private field - visible: bool = None - clickable: bool = False - reference: Optional[str] = None - _meta: Any = None - - @property - def bounding_box(self) -> List[List[float]]: - # Not used in the calculation of the bounding box - return [[0, 0, 0], [0, 0, 0]] - - -@dataclass -class Arrows(Primitive): - """ - Create a set of arrows. All arrows will have the same color radius and - head shape. - :param positionPairs: This is a list of pairs of lists corresponding to the - start and end position of the cylinder. - :param color: Cylinder color as a hexadecimal string, e.g. #ff0000 - :param radius: The radius of the cylinder, defaults to 1. - :param visible: If False, will hide the object by default. - :param reference: name to reference the primitive for callback - :param clickable: if true, allows this primitive to be clicked - and trigger and event - """ - - positionPairs: List[List[List[float]]] - _animate: Optional[List[List[List[float]]]] = None - color: Optional[str] = None - radius: Optional[float] = None - headLength: Optional[float] = None - headWidth: Optional[float] = None - type: str = field(default="arrows", init=False) # private field - visible: bool = None - clickable: bool = False - reference: Optional[str] = None - _meta: Any = None - - @property - def key(self): - return f"arrow_{self.color}_{self.radius}_{self.headLength}_{self.headWidth}_{self.reference}" - - @classmethod - def merge(cls, arrow_list): - new_positionPairs = list( - chain.from_iterable([arrow.positionPairs for arrow in arrow_list]) - ) - new__animate = list( - chain.from_iterable( - [arrow._animate for arrow in arrow_list if arrow._animate] - ) - ) - return cls( - positionPairs=new_positionPairs, - color=arrow_list[0].color, - radius=arrow_list[0].radius, - headLength=arrow_list[0].headLength, - headWidth=arrow_list[0].headWidth, - visible=arrow_list[0].visible, - ) - - @property - def bounding_box(self) -> List[List[float]]: - x, y, z = zip(*chain.from_iterable(self.positionPairs)) - return [[min(x), min(y), min(z)], [min(x), min(y), min(z)]] - - -@dataclass -class Label: - """ - Add a label to an object. - """ - - label: str - labelHover: str = None - position: List[List[float]] = None - type: str = field(default="labels", init=False) # private field - visible: bool = None - clickable: bool = False - reference: Optional[str] = None - _meta: Any = None - - -@dataclass -class Bezier: - """ - A tube shaped by Bézier control points. - """ - - controlPoints: List[List[List[float]]] = None - color: List[str] = None - radius: List[float] = None - type: str = field(default="bezier", init=False) # private field - visible: bool = None - clickable: bool = False - reference: Optional[str] = None - _meta: Any = None diff --git a/build/lib/crystal_toolkit/core/tests/__init__.py b/build/lib/crystal_toolkit/core/tests/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/build/lib/crystal_toolkit/core/tests/test_legend.py b/build/lib/crystal_toolkit/core/tests/test_legend.py deleted file mode 100644 index d275e5f5..00000000 --- a/build/lib/crystal_toolkit/core/tests/test_legend.py +++ /dev/null @@ -1,173 +0,0 @@ -from crystal_toolkit.core.legend import Legend - -from pymatgen.core.structure import Structure -from pymatgen.core.lattice import Lattice - - -class TestLegend: - def setup_method(self, method): - - self.struct = Structure( - Lattice.cubic(5), - ["H", "O", "In"], - [[0, 0, 0], [0.5, 0.5, 0.5], [0.5, 0, 0]], - site_properties={ - "example_site_prop": [5, 0, -3], - "example_categorical_site_prop": ["4a", "4a", "8b"], - }, - ) - - self.site0 = self.struct[0] - self.sp0 = list(self.site0.species.keys())[0] - - self.site1 = self.struct[1] - self.sp1 = list(self.site1.species.keys())[0] - - self.site2 = self.struct[2] - self.sp2 = list(self.site2.species.keys())[0] - - self.struct_disordered = Structure( - Lattice.cubic(5), - ["H", "O", {"In": 0.5, "Al": 0.5}], - [[0, 0, 0], [0.5, 0.5, 0.5], [0.5, 0, 0]], - site_properties={"example_site_prop": [5, 0, -3]}, - ) - - self.site_d = self.struct_disordered[2] - self.site_d_sp0 = list(self.site_d.species.keys())[0] - self.site_d_sp1 = list(self.site_d.species.keys())[1] - - self.struct_manual = Structure( - Lattice.cubic(5), - ["H", "O2-", "In"], - [[0, 0, 0], [0.5, 0.5, 0.5], [0.5, 0, 0]], - site_properties={"display_color": [[255, 0, 0], "blue", "#00ff00"]}, - ) - - def test_get_color(self): - - # test default - - legend = Legend(self.struct, color_scheme="VESTA") - - color = legend.get_color(self.sp0) - assert color == "#ffcccc" - - # element-based color schemes shouldn't change if you supply a site - color = legend.get_color(self.sp0, site=self.site0) - assert color == "#ffcccc" - - color = legend.get_color(self.sp2) - assert color == "#a67573" - - assert legend.get_legend()["colors"] == { - "#a67573": "In", - "#fe0300": "O", - "#ffcccc": "H", - } - - # test alternate - - legend = Legend(self.struct, color_scheme="Jmol") - - color = legend.get_color(self.sp0) - assert color == "#ffffff" - - assert legend.get_legend()["colors"] == { - "#a67573": "In", - "#ff0d0d": "O", - "#ffffff": "H", - } - - # test coloring by site properties - - legend = Legend(self.struct, color_scheme="example_site_prop") - - color = legend.get_color(self.sp0, site=self.site0) - assert color == "#b30326" - - color = legend.get_color(self.sp1, site=self.site1) - assert color == "#dddcdb" - - color = legend.get_color(self.sp2, site=self.site2) - assert color == "#7b9ef8" - - assert legend.get_legend()["colors"] == { - "#7b9ef8": "-3.00", - "#b30326": "5.00", - "#dddcdb": "0.00", - } - - # test accessible - - legend = Legend(self.struct, color_scheme="accessible") - - color = legend.get_color(self.sp0, site=self.site0) - assert color == "#ffffff" - - color = legend.get_color(self.sp1, site=self.site1) - assert color == "#d55e00" - - color = legend.get_color(self.sp2, site=self.site2) - assert color == "#cc79a7" - - assert legend.get_legend()["colors"] == { - "#cc79a7": "In", - "#d55e00": "O", - "#ffffff": "H", - } - - # test disordered - - legend = Legend(self.struct_disordered) - - color = legend.get_color(self.site_d_sp0, site=self.site_d) - assert color == "#a67573" - - color = legend.get_color(self.site_d_sp1, site=self.site_d) - assert color == "#bfa6a6" - - assert legend.get_legend()["colors"] == { - "#a67573": "In", - "#bfa6a6": "Al", - "#ff0d0d": "O", - "#ffffff": "H", - } - - # test categorical - - legend = Legend(self.struct, color_scheme="example_categorical_site_prop") - - assert legend.get_legend()["colors"] == {"#377eb8": "8b", "#e41a1c": "4a"} - - # test pre-defined - - legend = Legend(self.struct_manual) - - assert legend.get_legend()["colors"] == { - "#0000ff": "O2-", - "#00ff00": "In", - "#ff0000": "H", - } - - def test_get_radius(self): - - legend = Legend(self.struct, radius_scheme="uniform") - - assert legend.get_radius(sp=self.sp0) == 0.5 - - legend = Legend(self.struct, radius_scheme="covalent") - - assert legend.get_radius(sp=self.sp1) == 0.66 - - legend = Legend(self.struct, radius_scheme="specified_or_average_ionic") - - assert legend.get_radius(sp=self.sp2) == 0.94 - - def test_msonable(self): - - legend = Legend(self.struct) - legend_dict = legend.as_dict() - legend_from_dict = Legend.from_dict(legend_dict) - - assert legend.get_legend() == legend_from_dict.get_legend() diff --git a/build/lib/crystal_toolkit/defaults.json b/build/lib/crystal_toolkit/defaults.json deleted file mode 100644 index d741e2df..00000000 --- a/build/lib/crystal_toolkit/defaults.json +++ /dev/null @@ -1,21 +0,0 @@ -{ - "scene": { - "Cylinders": { - "color": "#000000", - "radius": 0.15 - }, - "Lines": { - "color": "#000000", - "linewidth": 3.0 - }, - "Surfaces": { - "color": "#6495ed", - "opacity": 0.5, - "edge_width" : 0.2 - }, - "Spheres": { - "color": "#000000", - "radius": 0.5 - } - } -} diff --git a/build/lib/crystal_toolkit/helpers/__init__.py b/build/lib/crystal_toolkit/helpers/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/build/lib/crystal_toolkit/helpers/asymptote_renderer.py b/build/lib/crystal_toolkit/helpers/asymptote_renderer.py deleted file mode 100644 index 9fdcf243..00000000 --- a/build/lib/crystal_toolkit/helpers/asymptote_renderer.py +++ /dev/null @@ -1,399 +0,0 @@ -""" -Export wrapper for asymptote (ASY) -For creating publication quality plots -Since ASY does not have the nested tree structure of threejs, -we just have to traverse the tree and draw each material as we see them. - -TODO The code should also appends a set of special points at the end in case the user wants to add more "hand drawn" features to the plot - -""" -import logging -from itertools import chain - -from jinja2 import Environment - -from pymatgen.core.structure import Structure -from pymatgen.analysis.graphs import StructureGraph -from crystal_toolkit.helpers.utils import update_object_args - -logger = logging.getLogger(__name__) - -HEAD = """ -import settings; -import solids; -size(300); -outformat="png"; -defaultshininess = 0.8; -currentlight = light(0,0,400); - -// Camera information -currentprojection=orthographic ( -camera=(8,5,4), -up=(0,0,1), -target={{target}}, -zoom=0.5 -); - -// Basic function for drawing spheres -void drawSpheres(triple[] C, real R, pen p=currentpen){ - for(int i=0;i for each vertex. The smallest - # normalized vertex contians the three lines that should be dashed - - -def filter_data(scene_data, fstream): - """ - Recursively traverse the scene_data dictionary to find objects to draw - """ - if "type" in scene_data.keys(): - asy_write_data(scene_data, fstream) - else: - for itr in scene_data["contents"]: - filter_data(itr, fstream) - - -def traverse_scene_object(scene_data, fstream): - """ - Traverse object - """ - for sub_object in scene_data.contents: - if isinstance(sub_object, list): - for iobj in sub_object: - traverse_scene_object(iobj) - continue - elif hasattr(sub_object, "type"): - asy_write_data(sub_object, fstream) - else: - traverse_scene_object(sub_object, fstream) - - -def write_ctk_scene_to_file(ctk_scene, file_name): - """ - ctk_scene : Scene object from crystaltoolkit - filename : Output asymptote file and location - """ - fstream = open(file_name, "w") - target = tuple(-ii for ii in ctk_scene.origin) - header = Environment().from_string(HEAD).render(target=target) - fstream.write(header) - traverse_scene_object(ctk_scene, fstream) - fstream.close() - - -def write_asy_file(renderable_object, file_name, **kwargs): - """ - Generate the scene object and write it to file - - Args: - renderable_object: Object to be rendered - file_name: name of file - """ - if isinstance(renderable_object, Structure) or isinstance( - renderable_object, StructureGraph - ): - kwargs["explicitly_calculate_polyhedra_hull"] = True - write_ctk_scene_to_file(renderable_object.get_scene(**kwargs), file_name) diff --git a/build/lib/crystal_toolkit/helpers/layouts.py b/build/lib/crystal_toolkit/helpers/layouts.py deleted file mode 100644 index 3b1c3916..00000000 --- a/build/lib/crystal_toolkit/helpers/layouts.py +++ /dev/null @@ -1,483 +0,0 @@ -import warnings -from typing import Any, Dict, List, Optional - -import dash_core_components as dcc -import dash_html_components as html -from habanero import content_negotiation -from monty.serialization import dumpfn, loadfn - -from crystal_toolkit import MODULE_PATH -from crystal_toolkit.settings import SETTINGS - -BULMA_CSS = { - "external_url": "https://cdnjs.cloudflare.com/ajax/libs/bulma/0.7.2/css/bulma.min.css" -} - -FONT_AWESOME_CSS = { - "external_url": "https://use.fontawesome.com/releases/v5.6.3/css/all.css" -} - -PRIMARY_COLOR = "hsl(171, 100%, 41%)" - -# TODO: change "kind" kwarg to list / group is- modifiers together? - -""" -Helper methods to make working with Bulma classes easier. -""" - - -def _update_css_class(kwargs, class_name): - """ - Convenience function to update className while respecting - any additional classNames already set. - """ - if "className" in kwargs: - kwargs["className"] += f" {class_name}" - else: - kwargs["className"] = class_name - - -class Section(html.Div): - def __init__(self, *args, **kwargs): - _update_css_class(kwargs, "section") - super().__init__(*args, **kwargs) - - -class Container(html.Div): - def __init__(self, *args, **kwargs): - _update_css_class(kwargs, "container") - super().__init__(*args, **kwargs) - - -class Columns(html.Div): - def __init__( - self, - *args, - desktop_only=False, - centered=False, - gapless=False, - multiline=False, - **kwargs, - ): - _update_css_class(kwargs, "columns") - if desktop_only: - kwargs["className"] += " is-desktop" - if centered: - kwargs["className"] += " is-centered" - if gapless: - kwargs["className"] += " is-gapless" - if multiline: - kwargs["className"] += " is-multiline" - super().__init__(*args, **kwargs) - - -class Column(html.Div): - def __init__(self, *args, size=None, offset=None, narrow=False, **kwargs): - _update_css_class(kwargs, "column") - if size: - kwargs["className"] += f" is-{size}" - if offset: - kwargs["className"] += f" -is-offset-{size}" - if narrow: - kwargs["className"] += " is-narrow" - super().__init__(*args, **kwargs) - - -class Button(html.Button): - def __init__(self, *args, kind=None, size="normal", **kwargs): - _update_css_class(kwargs, f"button is-{size}") - if kind: - kwargs["className"] += f" is-{kind}" - super().__init__(*args, **kwargs) - - -class Error(html.Div): - def __init__(self, *args, **kwargs): - _update_css_class(kwargs, "notification is-danger") - super().__init__(*args, **kwargs) - - -class MessageContainer(html.Article): - def __init__(self, *args, kind="warning", size="normal", **kwargs): - if kind: - _update_css_class(kwargs, f"message is-{kind} is-{size}") - else: - _update_css_class(kwargs, f"message is-{size}") - super().__init__(*args, **kwargs) - - -class MessageHeader(html.Div): - def __init__(self, *args, **kwargs): - _update_css_class(kwargs, "message-header") - super().__init__(*args, **kwargs) - - -class MessageBody(html.Div): - def __init__(self, *args, **kwargs): - _update_css_class(kwargs, "message-body") - super().__init__(*args, **kwargs) - - -class Icon(html.Span): - def __init__(self, kind="download", fill="s", *args, **kwargs): - """ - Font-awesome icon. Good options for kind are "info-circle", - "question-circle", "book", "code". - """ - _update_css_class(kwargs, "icon") - if "fontastic" not in kind: - # fontawesome styles (pre-distributed icons, e.g. download) - super().__init__(html.I(className=f"fa{fill} fa-{kind}"), *args, **kwargs) - else: - # fontastic styles (custom icons, e.g. the MP app icons) - super().__init__(html.I(className=kind), *args, **kwargs) - - -class Footer(html.Footer): - def __init__(self, *args, **kwargs): - _update_css_class(kwargs, "footer") - super().__init__(*args, **kwargs) - - -class Spinner(html.Button): - def __init__(self, *args, **kwargs): - _update_css_class(kwargs, "button is-primary is-loading") - kwargs["style"] = {"width": "35px", "height": "35px", "borderRadius": "35px"} - kwargs["aria-label"] = "Loading" - super().__init__(*args, **kwargs) - - -class Box(html.Div): - def __init__(self, *args, **kwargs): - _update_css_class(kwargs, "box") - super().__init__(*args, **kwargs) - - -class H1(html.H1): - def __init__(self, *args, subtitle=False, **kwargs): - if subtitle: - _update_css_class(kwargs, "subtitle is-1") - else: - _update_css_class(kwargs, "title is-1") - super().__init__(*args, **kwargs) - - -class H2(html.H2): - def __init__(self, *args, subtitle=False, **kwargs): - if subtitle: - _update_css_class(kwargs, "subtitle is-2") - else: - _update_css_class(kwargs, "title is-2") - super().__init__(*args, **kwargs) - - -class H3(html.H3): - def __init__(self, *args, subtitle=False, **kwargs): - if subtitle: - _update_css_class(kwargs, "subtitle is-3") - else: - _update_css_class(kwargs, "title is-3") - super().__init__(*args, **kwargs) - - -class H4(html.H4): - def __init__(self, *args, subtitle=False, **kwargs): - if subtitle: - _update_css_class(kwargs, "subtitle is-4") - else: - _update_css_class(kwargs, "title is-4") - super().__init__(*args, **kwargs) - - -class H5(html.H5): - def __init__(self, *args, subtitle=False, **kwargs): - if subtitle: - _update_css_class(kwargs, "subtitle is-5") - else: - _update_css_class(kwargs, "title is-5") - super().__init__(*args, **kwargs) - - -class H6(html.H6): - def __init__(self, *args, subtitle=False, **kwargs): - if subtitle: - _update_css_class(kwargs, "subtitle is-6") - else: - _update_css_class(kwargs, "title is-6") - super().__init__(*args, **kwargs) - - -class Tag(html.Div): - def __init__( - self, - tag, - tag_type="primary", - tag_addon=None, - tag_addon_type="primary", - size="normal", - *args, - **kwargs, - ): - _update_css_class(kwargs, "tags") - tags = [html.Span(tag, className=f"tag is-{tag_type} is-{size}")] - if tag_addon: - tags.append( - html.Span(tag_addon, className=f"tag is-{tag_addon_type} is-{size}") - ) - kwargs["className"] += " has-addons" - super().__init__(tags, *args, **kwargs) - - -class TagContainer(html.Div): - def __init__(self, tags: List[Tag], *args, **kwargs): - _update_css_class(kwargs, "field is-grouped is-grouped-multiline") - tags = [html.Div(tag, className="control") for tag in tags] - super().__init__(tags, *args, **kwargs) - - -class Textarea(html.Textarea): - def __init__(self, *args, **kwargs): - _update_css_class(kwargs, "textarea") - super().__init__(*args, **kwargs) - - -class Reveal(html.Details): - def __init__(self, children=None, id=None, summary_id=None, title=None, **kwargs): - if children is None: - children = ["Loading..."] - if id is None and isinstance(title, str): - id = title - if isinstance(title, str): - title = H4( - title, style={"display": "inline-block", "verticalAlign": "middle"} - ) - contents_id = f"{id}_contents" if id else None - summary_id = summary_id or f"{id}_summary" - kwargs["style"] = {"marginBottom": "1rem"} - super().__init__( - [ - html.Summary(title, id=summary_id), - html.Div( - children, - id=contents_id, - style={"marginTop": "0.5rem", "marginLeft": "1.1rem"}, - ), - ], - id=id, - **kwargs, - ) - - -class Label(html.Label): - def __init__(self, *args, **kwargs): - _update_css_class(kwargs, "label") - super().__init__(*args, **kwargs) - - -class Modal(html.Div): - def __init__(self, children=None, id=None, active=False, **kwargs): - _update_css_class(kwargs, "modal") - if active: - kwargs["className"] += " is-active" - super().__init__( - [ - html.Div(className="modal-background"), - html.Div( - children=children, id=f"{id}_contents", className="modal-contents" - ), - html.Button(id=f"{id}_close", className="modal-close is-large"), - ], - **kwargs, - ) - - -class Field(html.Div): - def __init__( - self, *args, addons=False, grouped=False, grouped_multiline=False, **kwargs - ): - _update_css_class(kwargs, "field") - if addons: - kwargs["className"] += " has-addons" - if grouped: - kwargs["className"] += " is-grouped" - if grouped_multiline: - kwargs["className"] += " is-grouped-multiline" - super().__init__(*args, **kwargs) - - -class Control(html.Div): - """ - Control tag to wrap form elements, - see https://bulma.io/documentation/form/general/ - """ - - def __init__(self, *args, **kwargs): - _update_css_class(kwargs, "control") - super().__init__(*args, **kwargs) - - -def get_tooltip( - tooltip: html.Div, tooltip_text: str, underline: bool = True -) -> html.Div: - """ - Add a tooltip, typically for help text. - :param tooltip: element to apply tooltip to - :param tooltip_text: text to show on hover - :param underline: whether to show hint that element provides tooltip functionality - :return: html.Div - """ - if underline: - style = None - else: - style = {"borderBottom": "0px"} - - return html.Div( - [tooltip, html.Span(tooltip_text, className="tooltiptext")], - className="tooltip", - style=style, - ) - - -def get_data_list(data: Dict[str, str]): - """ - Show a formatted table of data items. - :param data: dictionary of label, value pairs - :return: html.Div - """ - contents = [] - for title, value in data.items(): - if isinstance(title, str): - title = Label(title) - contents.append( - html.Tr( - [ - html.Td(title, style={"vertical-align": "middle"}), - html.Td(value, style={"vertical-align": "middle"}), - ] - ) - ) - return html.Table([html.Tbody(contents)], className="table") - - -def get_table(rows: List[List[Any]], header: Optional[List[str]] = None) -> html.Table: - """ - Create a HTML table from a list of elements. - :param rows: list of list of cell contents - :return: html.Table - """ - contents = [] - for row in rows: - contents.append(html.Tr([html.Td(item) for item in row])) - if not header: - return html.Table([html.Tbody(contents)], className="table") - else: - header = html.Thead([html.Tr([html.Th(item) for item in header])]) - return html.Table([header, html.Tbody(contents)], className="table") - - -DOI_CACHE = loadfn(MODULE_PATH / "apps/assets/doi_cache.json") - - -def cite_me( - doi: str = None, manual_ref: str = None, cite_text: str = "Cite me" -) -> html.Div: - """ - Create a button to show users how to cite a particular resource. - :param doi: DOI - :param manual_ref: If DOI not available - :param cite_text: Text to show as button label - :return: A button - """ - if doi: - if doi in DOI_CACHE: - ref = DOI_CACHE[doi] - else: - try: - ref = content_negotiation(ids=doi, format="text", style="ieee")[3:] - DOI_CACHE[doi] = ref - dumpfn(DOI_CACHE, MODULE_PATH / "apps/assets/doi_cache.json") - except Exception as exc: - print("Error retrieving DOI", doi, exc) - ref = f"DOI: {doi}" - tooltip_text = f"If this analysis is useful, please cite {ref}" - elif manual_ref: - warnings.warn("Please use the DOI if available.") - tooltip_text = ( - f"If this analysis is useful, please cite the " - f"relevant publication: {manual_ref}" - ) - else: - tooltip_text = ( - f"If this analysis is useful, please cite the " - f"relevant publication (publication pending)." - ) - - reference_button = html.A( - [ - Button( - [Icon(kind="book"), html.Span(cite_text)], - size="small", - kind="link", - style={"height": "1.5rem"}, - ) - ], - href=f"https://dx.doi.org/{doi}", - target="_blank", - ) - - with_tooltip = get_tooltip(reference_button, tooltip_text, underline=False) - - return with_tooltip - - -def add_label_help(input, label, help): - - if (not label) and (not help): - return input - - contents = [] - if label and not help: - contents.append(html.Label(label, className="mpc-label")) - if label and help: - contents.append( - get_tooltip(html.Label(label, className="mpc-label"), dcc.Markdown(help)) - ) - contents.append(input) - - return html.Div( - contents, - style={ - "display": "inline-block", - "padding-right": "1rem", - "vertical-align": "top", - }, - ) - - -class Loading(dcc.Loading): - def __init__(self, *args, **kwargs): - - super().__init__( - *args, color=PRIMARY_COLOR, type="dot", debug=SETTINGS.DEBUG_MODE, **kwargs - ) - - -def get_breadcrumb(parts): - - if not parts: - return html.Div() - - breadcrumbs = html.Nav( - html.Ul( - [ - html.Li( - dcc.Link(name, href=link), - className=(None if idx != len(parts) - 1 else "is-active"), - ) - for idx, (name, link) in enumerate(parts.items()) - ] - ), - className="breadcrumb", - ) - - return breadcrumbs diff --git a/build/lib/crystal_toolkit/helpers/povray_renderer.py b/build/lib/crystal_toolkit/helpers/povray_renderer.py deleted file mode 100644 index 5db55ec4..00000000 --- a/build/lib/crystal_toolkit/helpers/povray_renderer.py +++ /dev/null @@ -1,255 +0,0 @@ -""" -Export wrapper for POV-Ray -For creating publication quality plots -""" -from jinja2 import Environment - -HEAD = """ -#version 3.7 ; -global_settings { assumed_gamma 1.8 - ambient_light rgb<1, 1, 1> -} -background { rgb 0. } // Set the background to black - -/* -Create an Atom object along with some textures. -The arguments are: Atom( position, radius, color, finish ) -*/ - -#declare plastic_atom_finish = finish { - specular 0.2 - roughness 0.001 - ambient 0.075 - diffuse 0.55 - brilliance 1.5 - conserve_energy - } - -#macro Atom (P1, R1, C1, F1) - #local T = texture { - pigment { C1 } - finish { F1 } - } - sphere { P1, R1 texture {T} no_shadow } -#end - -""" - -CAMERA = """ -/* -Define the camera and the view of the atoms -*/ - -camera { - orthographic - location - look_at - sky <0, 0, 1> -} - -""" - -LIGHTS = """ -/* -Define light sources to illuminate the atoms. For visualizing mediam -media_interaction and media_attenuation are set to "off" so voxel -data is rendered to be transparent. Lights are automatically oriented -with respect to the camera position. -*/ - -// Overhead light source -light_source { - <0, 0, 10> - color rgb <1,1,1>*0.5 - parallel - point_at *0.5 - media_interaction off - media_attenuation off -} - -// Rear (forward-facing) light source -light_source { - < (i-ii), (j-jj), (k-kk)>*4 - color rgb <1,1,1> * 0.5 - parallel - point_at - media_interaction off - media_attenuation off -} - -// Left light source -light_source { - <( (i-ii)*cos(60*pi/180) - (j-jj)*sin(60*pi/180) ), ( (i-ii)*sin(60*pi/180) + (j-jj)*cos(60*pi/180) ), k> - color rgb <1,1,1>*0.5 - parallel - point_at - media_interaction off - media_attenuation off -} - -// Right light source -light_source { - <( (i-ii)*cos(-60*pi/180) - (j-jj)*sin(-60*pi/180) ), ( (i-ii)*sin(-60*pi/180) + (j-jj)*cos(-60*pi/180) ), k> - color rgb <1,1,1>*0.5 - parallel - point_at - media_interaction off - media_attenuation off -} - -""" - -TEMP_SPHERE = """ -// Draw atoms in the scene - -{% for val in positions -%} -Atom(<{{val}}>, {{radius}}, {{color}}, plastic_atom_finish) -{% endfor %} -""" - -TEMP_CYLINDER = """ -// Draw bonds between atoms in the scene - -#declare bond_texture = texture { pigment { {{color}} } finish { plastic_atom_finish } }; - -{% for ipos, fpos in posPairs -%} -cylinder { <{{ipos}}>, <{{fpos}}>, 0.1 texture { bond_texture } no_shadow } -{% endfor %} -""" - -TEMP_LINE = """ -// Draw the edges of the supercell in the scene - -#declare bbox = texture { pigment { rgb <1,1,1> } } - -{% for ipos, fpos in posPairs -%} -cylinder {<{{ipos}}>, <{{fpos}}>, 0.02 texture {bbox} no_shadow} -{% endfor %} - -{% for val in cylCaps -%} -sphere {<{{val}}>, 0.02 texture {bbox} no_shadow} -{% endfor %} -""" - - -def pov_write_data(input_scene_comp, fstream): - """ - parse a primitive display object in crystaltoolkit and print it to POV-Ray - input_scene_comp - fstream - """ - - vect = "{:.4f},{:.4f},{:.4f}" - - if input_scene_comp["type"] == "spheres": - # Render atoms - positions = input_scene_comp["positions"] - positions = [vect.format(*pos) for pos in positions] - color = input_scene_comp["color"].replace("#", "") - color = tuple(int(color[i : i + 2], 16) / 255.0 for i in (0, 2, 4)) - color = "rgb<" + vect.format(*color) + ">" - - fstream.write( - Environment() - .from_string(TEMP_SPHERE) - .render( - positions=positions, - radius=input_scene_comp["radius"], - color=color, - ) - ) - - if input_scene_comp["type"] == "cylinders": - # Render bonds between atoms - posPairs = [ - [vect.format(*ipos), vect.format(*fpos)] - for ipos, fpos in input_scene_comp["positionPairs"] - ] - color = input_scene_comp["color"].replace("#", "") - color = tuple(int(color[i : i + 2], 16) / 255.0 for i in (0, 2, 4)) - color = "rgb<" + vect.format(*color) + ">" - fstream.write( - Environment() - .from_string(TEMP_CYLINDER) - .render(posPairs=posPairs, color=color) - ) - - if input_scene_comp["type"] == "lines": - # Render the cell - pos1, pos2 = ( - input_scene_comp["positions"][0::2], - input_scene_comp["positions"][1::2], - ) - cylCaps = {tuple(pos) for pos in input_scene_comp["positions"]} - cylCaps = [vect.format(*pos) for pos in cylCaps] - posPairs = [ - [vect.format(*ipos), vect.format(*fpos)] for ipos, fpos in zip(pos1, pos2) - ] - fstream.write( - Environment() - .from_string(TEMP_LINE) - .render(posPairs=posPairs, cylCaps=cylCaps) - ) - - -def filter_data(scene_data, fstream): - """ - Recursively traverse the scene_data dictionary to find objects to draw - """ - if "type" in scene_data.keys(): - pov_write_data(scene_data, fstream) - else: - for itr in scene_data["contents"]: - filter_data(itr, fstream) - - -def write_pov_file(smc, file_name): - """ - smc : (StructureMoleculeComponent) - """ - fstream = open(file_name, "w") - fstream.write(HEAD) - fstream.write(CAMERA) - fstream.write(LIGHTS) - filter_data(smc.initial_scene_data, fstream) - fstream.close() - - fstream = open("render.ini", "w") - render_settings = get_render_settings() - fstream.write(render_settings) - fstream.close() - - -def get_render_settings(file_name): - """ - Creates a POV-Ray render.ini file - """ - - image_name = file_name[:-4] + ".png" - - settings = """ -Input_File_Name = {:s} -Output_File_Name = {:s} -Display = 1 -# -- Option to switch on the density -Declare=render_density=0 # 0 = off, 1 = on -Quality = 9 -Height = 1200 -Width = 1600 -# -- Uncomment below for higher quality rendering -Antialias = On -Antialias_Threshold = 0.01 -Antialias_Depth = 4 -Jitter_Amount = 1.0 -# -- Set the camera position -Declare=i=8 -Declare=j=5 -Declare=k=4 -# -- Set the look_at position -Declare=ii=0 -Declare=jj=0 -Declare=kk=0 -""".format( - file_name, image_name - ) - return settings diff --git a/build/lib/crystal_toolkit/helpers/utils.py b/build/lib/crystal_toolkit/helpers/utils.py deleted file mode 100644 index 087bd50a..00000000 --- a/build/lib/crystal_toolkit/helpers/utils.py +++ /dev/null @@ -1,19 +0,0 @@ -from crystal_toolkit import _DEFAULTS - - -def update_object_args(d_args, object_name, allowed_args): - """Read dafault properties and overwrite them if user input exists - - Arguments: - d_args {dict} -- User defined properties - object_name {str} -- Name of object - allowed_kwargs {List[str]} -- Used to limit the data that is passed to pythreejs - - Returns: - Dictionary -- Properties of object after userinput and default values are considered - """ - obj_args = {k: v for k, v in (_DEFAULTS["scene"][object_name] or {}).items()} - obj_args.update( - {k: v for k, v in (d_args or {}).items() if k in allowed_args and v != None} - ) - return obj_args diff --git a/build/lib/crystal_toolkit/mpid_cache.json b/build/lib/crystal_toolkit/mpid_cache.json deleted file mode 100644 index 59fb7cc5..00000000 --- a/build/lib/crystal_toolkit/mpid_cache.json +++ /dev/null @@ -1 +0,0 @@ -["mp-90", "mp-114", "mp-1055994", "mp-1056308", "mp-51", "mp-166", "mp-162", "mp-1", "mp-111", "mp-13", "mp-7755", "mp-100", "mp-150", "mp-146", "mp-7162", "mp-95", "mp-998866", "mp-1055940", "mp-23155", "mp-134", "mp-55", "mp-30", "mp-126", "mp-81", "mp-2", "mp-37", "mp-108", "mp-634659", "mp-753304", "mp-20071", "mp-129", "mp-75", "mp-998861", "mp-156", "mp-28", "mp-121", "mp-102", "mp-127", "mp-76", "mp-50", "mp-21", "mp-45", "mp-122", "mp-623511", "mp-151", "mp-70", "mp-135", "mp-124", "mp-62", "mp-8643", "mp-133", "mp-36", "mp-1055908", "mp-58", "mp-74", "mp-101", "mp-73", "mp-23", "mp-91", "mp-107", "mp-41", "mp-1056351", "mp-20483", "mp-1056857", "mp-836", "mp-1056900", "mp-22906", "mp-1104", "mp-370", "mp-1009548", "mp-1062", "mp-237", "mp-834", "mp-1018027", "mp-10", "mp-1500", "mp-286", "mp-823", "mp-1586", "mp-217", "mp-1002181", "mp-1315", "mp-1033", "mp-2621", "mp-1000", "mp-348", "mp-645", "mp-631", "mp-46", "mp-219", "mp-2624", "mp-23870", "mp-2664", "mp-1055", "mp-1529", "mp-1674", "mp-2381", "mp-145", "mp-1785", "mp-1058119", "mp-1408", "mp-23251", "mp-2599", "mp-2490", "mp-570891", "mp-10020", "mp-1918", "mp-23703", "mp-510403", "mp-1534", "mp-1857", "mp-1009819", "mp-2807", "mp-2114", "mp-1009769", "mp-1156", "mp-1057750", "mp-2563", "mp-749", "mp-13036", "mp-1766", "mp-2014", "mp-112", "mp-2796", "mp-931", "mp-2205", "mp-2222", "mp-2828", "mp-21394", "mp-1008986", "mp-1144", "mp-2052", "mp-284", "mp-295", "mp-712", "mp-899", "mp-1065", "mp-1820", "mp-24084", "mp-2744", "mp-1556", "mp-23152", "mp-601", "mp-22913", "mp-1883", "mp-2822", "mp-2853", "mp-460", "mp-1018165", "mp-131", "mp-933", "mp-436", "mp-1476", "mp-1794", "mp-22895", "mp-88", "mp-1525", "mp-1953", "mp-20969", "mp-22873", "mp-2547", "mp-1053", "mp-2691", "mp-343", "mp-22905", "mp-2658", "mp-437", "mp-682", "mp-1519", "mp-1352", "mp-21276", "mp-2186", "mp-1002182", "mp-985", "mp-10173", "mp-1948", "mp-22879", "mp-2756", "mp-2163", "mp-1505", "mp-22925", "mp-516", "mp-144", "mp-22899", "mp-574283", "mp-721", "mp-1164", "mp-614455", "mp-1102", "mp-542779", "mp-973835", "mp-1240", "mp-2229", "mp-1057320", "mp-2176", "mp-280", "mp-1199", "mp-830", "mp-883", "mp-506", "mp-1550", "mp-1002105", "mp-23241", "mp-104", "mp-1129", "mp-1282", "mp-1742", "mp-1161", "mp-1895", "mp-2269", "mp-2470", "mp-153", "mp-1975", "mp-256", "mp-592", "mp-1601", "mp-2303", "mp-1753", "mp-2268", "mp-2637", "mp-18", "mp-2640", "mp-23285", "mp-463", "mp-646", "mp-2516", "mp-1008929", "mp-2017", "mp-2249", "mp-22886", "mp-1958", "mp-2195", "mp-1008918", "mp-1916", "mp-2558", "mp-2615", "mp-2201", "mp-2283", "mp-2627", "mp-571", "mp-579", "mp-13099", "mp-6988", "mp-7142", "mp-1057437", "mp-1459", "mp-87", "mp-64", "mp-66", "mp-957", "mp-1176", "mp-1190", "mp-13116", "mp-2288", "mp-251", "mp-21075", "mp-1487", "mp-2172", "mp-1253", "mp-191", "mp-19717", "mp-143", "mp-1623", "mp-13035", "mp-1541", "mp-1018164", "mp-103", "mp-2011", "mp-1280", "mp-915", "mp-213", "mp-22704", "mp-572", "mp-934", "mp-22921", "mp-2596", "mp-99", "mp-744", "mp-2388", "mp-510404", "mp-656", "mp-2525", "mp-1031", "mp-2191", "mp-2597", "mp-1058151", "mp-10764", "mp-1955", "mp-19736", "mp-1007", "mp-2423", "mp-13136", "mp-2086", "mp-2183", "mp-542583", "mp-139", "mp-991", "mp-19744", "mp-10044", "mp-1811", "mp-820", "mp-2442", "mp-19830", "mp-23295", "mp-2493", "mp-1093", "mp-1123", "mp-567597", "mp-1058689", "mp-1061123", "mp-1539", "mp-2384", "mp-1059160", "mp-22875", "mp-1837", "mp-2673", "mp-22898", "mp-12981", "mp-22866", "mp-2497", "mp-2724", "mp-8", "mp-940", "mp-2350", "mp-2534", "mp-519", "mp-10695", "mp-23259", "mp-2602", "mp-867", "mp-20736", "mp-1132", "mp-94", "mp-1327", "mp-2474", "mp-998903", "mp-22851", "mp-24721", "mp-600", "mp-2696", "mp-549", "mp-252", "mp-1415", "mp-132", "mp-2495", "mp-11546", "mp-2757", "mp-20411", "mp-2861", "mp-23299", "mp-948", "mp-2746", "mp-2489", "mp-972", "mp-2154", "mp-422", "mp-2730", "mp-614481", "mp-1894", "mp-20745", "mp-2491", "mp-79", "mp-1941", "mp-708", "mp-1009471", "mp-1096", "mp-1269", "mp-510374", "mp-770", "mp-1986", "mp-938", "mp-1660", "mp-2143", "mp-1703", "mp-19868", "mp-21263", "mp-2773", "mp-610917", "mp-987", "mp-451", "mp-1121", "mp-67", "mp-54", "mp-155", "mp-1971", "mp-2167", "mp-33", "mp-1672", "mp-19275", "mp-2090", "mp-2117", "mp-2605", "mp-342", "mp-986", "mp-1779", "mp-44", "mp-919", "mp-1008987", "mp-22903", "mp-1056860", "mp-183", "mp-149", "mp-1700", "mp-23289", "mp-364", "mp-1213", "mp-20305", "mp-615", "mp-1639", "mp-1087", "mp-1548", "mp-569228", "mp-1056920", "mp-1265", "mp-1066", "mp-2399", "mp-1560", "mp-2758", "mp-381", "mp-21009", "mp-117", "mp-1410", "mp-113", "mp-141", "mp-829", "mp-2050", "mp-23231", "mp-2520", "mp-12594", "mp-22919", "mp-2390", "mp-11", "mp-1342", "mp-23167", "mp-20587", "mp-23302", "mp-2459", "mp-1009792", "mp-1684", "mp-580236", "mp-1885", "mp-1925", "mp-2475", "mp-2642", "mp-136", "mp-2600", "mp-1009078", "mp-910", "mp-169", "mp-20351", "mp-21215", "mp-2469", "mp-2334", "mp-510402", "mp-130", "mp-1921", "mp-2502", "mp-13117", "mp-23245", "mp-23907", "mp-1778", "mp-214", "mp-1479", "mp-22862", "mp-2823", "mp-1056955", "mp-2323", "mp-291", "mp-1236", "mp-1138", "mp-1330", "mp-1101", "mp-2077", "mp-2472", "mp-1009720", "mp-2748", "mp-20457", "mp-232", "mp-82", "mp-215", "mp-22865", "mp-22926", "mp-23300", "mp-1453", "mp-1561", "mp-2228", "mp-23722", "mp-925", "mp-1865", "mp-448", "mp-515", "mp-875", "mp-1395", "mp-2104", "mp-22867", "mp-776", "mp-20132", "mp-1610", "mp-2795", "mp-8062", "mp-2548", "mp-2818", "mp-305", "mp-2132", "mp-2159", "mp-32", "mp-20340", "mp-387", "mp-6933", "mp-1018157", "mp-22922", "mp-570", "mp-20012", "mp-2566", "mp-994", "mp-19184", "mp-2634", "mp-1057979", "mp-1580", "mp-2027", "mp-18905", "mp-1058549", "mp-1688", "mp-1719", "mp-23193", "mp-406", "mp-1057818", "mp-1086", "mp-2316", "mp-2778", "mp-1058171", "mp-2857", "mp-1708", "mp-1748", "mp-21462", "mp-2636", "mp-84", "mp-11841", "mp-1059", "mp-20943", "mp-20997", "mp-2314", "mp-23268", "mp-1912", "mp-2260", "mp-2532", "mp-1335", "mp-503", "mp-1018126", "mp-13098", "mp-23156", "mp-1447", "mp-22907", "mp-22914", "mp-13034", "mp-22916", "mp-49", "mp-611836", "mp-1738", "mp-570276", "mp-1635", "mp-16730", "mp-2210", "mp-2281", "mp-2743", "mp-23171", "mp-542569", "mp-1334", "mp-20125", "mp-1411", "mp-1668", "mp-1620", "mp-556750", "mp-1959", "mp-20724", "mp-2352", "mp-30363", "mp-2784", "mp-2482", "mp-30339", "mp-22116", "mp-550893", "mp-1145", "mp-762", "mp-1096803", "mp-22782", "mp-182", "mp-2700", "mp-13164", "mp-1105", "mp-634751", "mp-1302", "mp-22881", "mp-1170", "mp-2145", "mp-1186", "mp-374", "mp-2630", "mp-20952", "mp-2466", "mp-1662", "mp-505569", "mp-558110", "mp-2156", "mp-1377", "mp-668", "mp-1245", "mp-24096", "mp-1690", "mp-23229", "mp-617", "mp-2486", "mp-20738", "mp-1018121", "mp-2119", "mp-742", "mp-12764", "mp-504731", "mp-665", "mp-24726", "mp-980", "mp-1735", "mp-266", "mp-1108", "mp-2776", "mp-1671", "mp-1747", "mp-1535", "mp-24286", "mp-2648", "mp-5967", "mp-614565", "mp-24161", "mp-570179", "mp-1754", "mp-728", "mp-24724", "mp-600124", "mp-1391", "mp-1995", "mp-2120", "mp-643", "mp-981", "mp-14", "mp-1874", "mp-2286", "mp-24092", "mp-24155", "mp-1157", "mp-985829", "mp-24192", "mp-5177", "mp-2285", "mp-4076", "mp-2553", "mp-1367", "mp-2348", "mp-973935", "mp-2267", "mp-1100", "mp-1569", "mp-313", "mp-2364", "mp-1491", "mp-2592", "mp-21200", "mp-1215", "mp-21425", "mp-1892", "mp-8372", "mp-952", "mp-990", "mp-2839", "mp-24291", "mp-24082", "mp-11252", "mp-1994", "mp-1699", "mp-32887", "mp-10659", "mp-568398", "mp-269", "mp-2894", "mp-993", "mp-2616", "mp-22682", "mp-541840", "mp-29196", "mp-2194", "mp-1432", "mp-1018134", "mp-12105", "mp-21168", "mp-2458", "mp-20134", "mp-1774", "mp-1266", "mp-5866", "mp-800", "mp-985831", "mp-19", "mp-10201", "mp-1256", "mp-1709", "mp-944", "mp-12979", "mp-2524", "mp-669", "mp-567259", "mp-570087", "mp-193", "mp-24153", "mp-2051", "mp-241", "mp-1514", "mp-600604", "mp-1153", "mp-12062", "mp-5640", "mp-2297", "mp-1252", "mp-1394", "mp-11241", "mp-1960", "mp-2209", "mp-2618", "mp-1752", "mp-24237", "mp-19839", "mp-2221", "mp-2302", "mp-1219", "mp-1579", "mp-10658", "mp-1441", "mp-11698", "mp-22893", "mp-2568", "mp-966", "mp-30034", "mp-24720", "mp-24728", "mp-5944", "mp-19783", "mp-21272", "mp-763", "mp-1502", "mp-22154", "mp-622107", "mp-772", "mp-2578", "mp-2379", "mp-220", "mp-2530", "mp-1299", "mp-425", "mp-1063020", "mp-3462", "mp-441", "mp-19849", "mp-960", "mp-1062228", "mp-2291", "mp-2741", "mp-692", "mp-1115", "mp-12605", "mp-21418", "mp-5676", "mp-8371", "mp-1907", "mp-1914", "mp-1640", "mp-542595", "mp-450", "mp-999544", "mp-1096866", "mp-2732", "mp-315", "mp-408", "mp-567525", "mp-24650", "mp-2686", "mp-22965", "mp-1061691", "mp-1423", "mp-20194", "mp-2324", "mp-1103", "mp-585", "mp-12108", "mp-1472", "mp-560", "mp-648", "mp-1022", "mp-4174", "mp-782", "mp-2252", "mp-1029", "mp-2076", "mp-23210", "mp-580", "mp-2367", "mp-3161", "mp-5318", "mp-642644", "mp-1008785", "mp-11219", "mp-20632", "mp-2647", "mp-86", "mp-12055", "mp-24095", "mp-1083", "mp-2343", "mp-23209", "mp-20064", "mp-971", "mp-19773", "mp-19962", "mp-7834", "mp-399", "mp-12765", "mp-24658", "mp-477", "mp-22885", "mp-2422", "mp-979115", "mp-10694", "mp-570687", "mp-1018073", "mp-1048", "mp-1571", "mp-417", "mp-945", "mp-3332", "mp-560588", "mp-10226", "mp-19870", "mp-20712", "mp-2187", "mp-828", "mp-11799", "mp-5106", "mp-1008498", "mp-19009", "mp-932", "mp-1018016", "mp-19359", "mp-2279", "mp-31337", "mp-1281", "mp-20131", "mp-20481", "mp-21085", "mp-5778", "mp-661", "mp-2619", "mp-3574", "mp-3748", "mp-542632", "mp-690794", "mp-4990", "mp-1886", "mp-2147", "mp-380", "mp-6913", "mp-2465", "mp-2001", "mp-20840", "mp-2251", "mp-815", "mp-1152", "mp-20309", "mp-22463", "mp-27440", "mp-1437", "mp-2360", "mp-404", "mp-22673", "mp-1775", "mp-4182", "mp-1064456", "mp-4280", "mp-1135", "mp-1180", "mp-178", "mp-20353", "mp-2542", "mp-11427", "mp-569765", "mp-1064719", "mp-1263", "mp-2059", "mp-4955", "mp-1076927", "mp-53", "mp-2018", "mp-4123", "mp-9972", "mp-19850", "mp-554462", "mp-21145", "mp-20971", "mp-1670", "mp-1936", "mp-12899", "mp-20440", "mp-1114", "mp-19877", "mp-1064554", "mp-20549", "mp-2168", "mp-21172", "mp-22685", "mp-511", "mp-1002133", "mp-11513", "mp-19977", "mp-20909", "mp-794", "mp-999123", "mp-19834", "mp-30483", "mp-375", "mp-1911", "mp-20289", "mp-22691", "mp-556", "mp-1018056", "mp-4612", "mp-608", "mp-8260", "mp-23910", "mp-6914", "mp-1158", "mp-786", "mp-1001835", "mp-157", "mp-1842", "mp-300", "mp-5491", "mp-19006", "mp-3061", "mp-978847", "mp-614489", "mp-1259", "mp-1641", "mp-20336", "mp-26", "mp-4771", "mp-12779", "mp-19856", "mp-21427", "mp-523", "mp-2126", "mp-4492", "mp-1973", "mp-9969", "mp-20516", "mp-977", "mp-1065711", "mp-20206", "mp-20344", "mp-23306", "mp-693", "mp-4897", "mp-2751", "mp-538", "mp-4541", "mp-11239", "mp-188", "mp-30353", "mp-1089", "mp-20486", "mp-21197", "mp-4573", "mp-21162", "mp-4583", "mp-4826", "mp-4587", "mp-3532", "mp-569544", "mp-649", "mp-674", "mp-1044", "mp-30604", "mp-323", "mp-48", "mp-704645", "mp-20122", "mp-2661", "mp-18957", "mp-47", "mp-2620", "mp-11723", "mp-1564", "mp-195", "mp-2573", "mp-554310", "mp-22894", "mp-23202", "mp-2644", "mp-2413", "mp-590", "mp-1064933", "mp-797", "mp-27916", "mp-1913", "mp-2825", "mp-4636", "mp-5694", "mp-1769", "mp-20469", "mp-1018276", "mp-1405", "mp-29131", "mp-1063988", "mp-1652", "mp-10159", "mp-4652", "mp-3944", "mp-429", "mp-1723", "mp-21381", "mp-23154", "mp-21171", "mp-22221", "mp-672", "mp-9970", "mp-9312", "mp-1070", "mp-22848", "mp-718", "mp-21245", "mp-23040", "mp-4248", "mp-2800", "mp-123", "mp-1636", "mp-1649", "mp-2099", "mp-2607", "mp-20735", "mp-1007761", "mp-2199", "mp-428", "mp-1979", "mp-203", "mp-810", "mp-11358", "mp-11404", "mp-20930", "mp-20258", "mp-4026", "mp-12755", "mp-1977", "mp-20821", "mp-9339", "mp-23153", "mp-3464", "mp-5862", "mp-984", "mp-2845", "mp-1934", "mp-2677", "mp-1027", "mp-1549", "mp-1404", "mp-21483", "mp-974435", "mp-1526", "mp-2927", "mp-4664", "mp-672234", "mp-11228", "mp-20145", "mp-21469", "mp-22460", "mp-2450", "mp-632229", "mp-559", "mp-21202", "mp-549706", "mp-771", "mp-21177", "mp-2258", "mp-3056", "mp-398", "mp-21475", "mp-22777", "mp-2747", "mp-1336", "mp-2964", "mp-953", "mp-20864", "mp-1563", "mp-2593", "mp-1066856", "mp-20939", "mp-3942", "mp-4595", "mp-4124", "mp-1065301", "mp-1194", "mp-20236", "mp-20491", "mp-499", "mp-2097", "mp-2133", "mp-999117", "mp-1185", "mp-2614", "mp-662", "mp-1359", "mp-1698", "mp-19919", "mp-838", "mp-636279", "mp-999308", "mp-2351", "mp-481", "mp-9971", "mp-19338", "mp-594", "mp-2499", "mp-564", "mp-21431", "mp-492", "mp-20826", "mp-999177", "mp-1018077", "mp-1307", "mp-20534", "mp-3623", "mp-571555", "mp-1018095", "mp-869", "mp-22859", "mp-3504", "mp-4638", "mp-1090", "mp-22003", "mp-4226", "mp-542915", "mp-706", "mp-1471", "mp-2078", "mp-7140", "mp-22731", "mp-12065", "mp-2688", "mp-30564", "mp-20311", "mp-229", "mp-5693", "mp-1696", "mp-2403", "mp-2731", "mp-1787", "mp-142", "mp-980094", "mp-982", "mp-2523", "mp-2121", "mp-21273", "mp-541441", "mp-1067", "mp-20225", "mp-3648", "mp-788", "mp-4813", "mp-20034", "mp-2264", "mp-1018115", "mp-1065394", "mp-2092", "mp-635", "mp-69", "mp-19920", "mp-21482", "mp-22464", "mp-376", "mp-3613", "mp-38", "mp-2767", "mp-2103", "mp-2333", "mp-4053", "mp-20228", "mp-2189", "mp-2659", "mp-22858", "mp-21845", "mp-357", "mp-510281", "mp-1274", "mp-2013", "mp-3736", "mp-1418", "mp-20730", "mp-2554", "mp-1018094", "mp-2639", "mp-2134", "mp-260", "mp-165", "mp-21430", "mp-5221", "mp-1235", "mp-20903", "mp-20729", "mp-27837", "mp-190", "mp-22493", "mp-1063607", "mp-21188", "mp-522", "mp-2685", "mp-1064272", "mp-19918", "mp-3657", "mp-5407", "mp-435", "mp-20211", "mp-21467", "mp-1097", "mp-19079", "mp-20503", "mp-2431", "mp-567832", "mp-1064227", "mp-378", "mp-4494", "mp-1603", "mp-5538", "mp-568382", "mp-2653", "mp-1518", "mp-16342", "mp-3567", "mp-4922", "mp-2805", "mp-567308", "mp-3740", "mp-2831", "mp-1150", "mp-171", "mp-2415", "mp-21014", "mp-22863", "mp-23313", "mp-1065190", "mp-1251", "mp-19762", "mp-2061", "mp-1438", "mp-19419", "mp-5529", "mp-7991", "mp-21008", "mp-570301", "mp-546552", "mp-426", "mp-804", "mp-5124", "mp-5154", "mp-21432", "mp-5475", "mp-1933", "mp-2509", "mp-894", "mp-22205", "mp-4037", "mp-949", "mp-22503", "mp-1007664", "mp-11233", "mp-2391", "mp-568587", "mp-20849", "mp-19391", "mp-19921", "mp-23177", "mp-2306", "mp-3499", "mp-22870", "mp-3909", "mp-1067285", "mp-1877", "mp-19340", "mp-849065", "mp-22897", "mp-610", "mp-2580", "mp-578604", "mp-1039", "mp-22526", "mp-5770", "mp-633", "mp-12607", "mp-505531", "mp-19149", "mp-25411", "mp-5436", "mp-158", "mp-288", "mp-20369", "mp-21883", "mp-999357", "mp-20214", "mp-22790", "mp-249", "mp-999198", "mp-2583", "mp-20984", "mp-20920", "mp-5383", "mp-20291", "mp-20628", "mp-23033", "mp-663", "mp-1291", "mp-1448", "mp-2065", "mp-20941", "mp-2393", "mp-636328", "mp-19963", "mp-22760", "mp-23737", "mp-5284", "mp-4815", "mp-3958", "mp-4954", "mp-5948", "mp-3456", "mp-20956", "mp-19405", "mp-20177", "mp-4229", "mp-4439", "mp-4170", "mp-542986", "mp-4810", "mp-4475", "mp-20646", "mp-22397", "mp-569302", "mp-22374", "mp-5400", "mp-9006", "mp-12631", "mp-1834", "mp-5752", "mp-22771", "mp-561947", "mp-4999", "mp-5589", "mp-1068797", "mp-1201", "mp-3163", "mp-18841", "mp-2877", "mp-3207", "mp-3805", "mp-8399", "mp-21277", "mp-1069193", "mp-4013", "mp-582799", "mp-3826", "mp-4126", "mp-4148", "mp-3441", "mp-1068685", "mp-21079", "mp-1968", "mp-568280", "mp-542988", "mp-5720", "mp-3097", "mp-4228", "mp-5497", "mp-5622", "mp-1067937", "mp-4563", "mp-5660", "mp-1069790", "mp-5173", "mp-20542", "mp-4742", "mp-22187", "mp-3065", "mp-568961", "mp-1069129", "mp-4744", "mp-2896", "mp-8250", "mp-20890", "mp-535", "mp-18717", "mp-22486", "mp-556891", "mp-20670", "mp-5386", "mp-2917", "mp-3854", "mp-6940", "mp-978986", "mp-1940", "mp-3769", "mp-510376", "mp-4302", "mp-1068431", "mp-4105", "mp-4836", "mp-20950", "mp-3412", "mp-5227", "mp-5486", "mp-19900", "mp-2929", "mp-5591", "mp-20933", "mp-5517", "mp-5976", "mp-21849", "mp-3299", "mp-5561", "mp-4177", "mp-7298", "mp-21221", "mp-2881", "mp-6920", "mp-21281", "mp-4562", "mp-555123", "mp-2056", "mp-1818", "mp-20649", "mp-4668", "mp-5878", "mp-5893", "mp-3325", "mp-22435", "mp-2930", "mp-20527", "mp-3271", "mp-3997", "mp-4305", "mp-560976", "mp-20776", "mp-4088", "mp-20830", "mp-22958", "mp-22988", "mp-3303", "mp-5986", "mp-4865", "mp-4413", "mp-4805", "mp-5556", "mp-20837", "mp-3398", "mp-4250", "mp-19035", "mp-20596", "mp-21882", "mp-3191", "mp-3108", "mp-3587", "mp-2763", "mp-8401", "mp-4466", "mp-4768", "mp-19973", "mp-20325", "mp-5577", "mp-19025", "mp-19824", "mp-5399", "mp-3678", "mp-22412", "mp-2967", "mp-4415", "mp-5112", "mp-541837", "mp-1057", "mp-6926", "mp-4511", "mp-1068577", "mp-23037", "mp-4939", "mp-21313", "mp-30247", "mp-5734", "mp-4653", "mp-5819", "mp-5083", "mp-21383", "mp-21426", "mp-10733", "mp-20677", "mp-3218", "mp-5627", "mp-1068300", "mp-4883", "mp-5346", "mp-5505", "mp-21388", "mp-3583", "mp-3614", "mp-4050", "mp-5598", "mp-4521", "mp-4729", "mp-3211", "mp-4767", "mp-3893", "mp-10690", "mp-22246", "mp-5069", "mp-20115", "mp-4404", "mp-5683", "mp-34202", "mp-5054", "mp-3301", "mp-3995", "mp-5739", "mp-12857", "mp-1827", "mp-3390", "mp-7104", "mp-2461", "mp-3448", "mp-4109", "mp-5381", "mp-22343", "mp-4065", "mp-5109", "mp-637965", "mp-1068164", "mp-20448", "mp-3329", "mp-2289", "mp-3048", "mp-5827", "mp-610787", "mp-1976", "mp-22639", "mp-335", "mp-1068422", "mp-23949", "mp-559946", "mp-13061", "mp-3148", "mp-3489", "mp-4014", "mp-4255", "mp-13398", "mp-21089", "mp-5292", "mp-19845", "mp-3323", "mp-4711", "mp-22349", "mp-3507", "mp-4614", "mp-4725", "mp-3216", "mp-5811", "mp-4985", "mp-5229", "mp-20595", "mp-5777", "mp-5934", "mp-5166", "mp-21421", "mp-3862", "mp-4441", "mp-11397", "mp-569006", "mp-29241", "mp-1069726", "mp-4822", "mp-973", "mp-3210", "mp-4537", "mp-19838", "mp-3834", "mp-20700", "mp-547069", "mp-567808", "mp-1088", "mp-21116", "mp-550008", "mp-4090", "mp-3585", "mp-510624", "mp-5423", "mp-505622", "mp-644203", "mp-18747", "mp-20264", "mp-21000", "mp-4370", "mp-20459", "mp-19979", "mp-22615", "mp-2775", "mp-4275", "mp-4633", "mp-21423", "mp-27710", "mp-20238", "mp-3566", "mp-4920", "mp-1017566", "mp-10139", "mp-21280", "mp-3846", "mp-19328", "mp-4924", "mp-2893", "mp-3035", "mp-5129", "mp-1903", "mp-5553", "mp-626981", "mp-30599", "mp-547622", "mp-4458", "mp-560399", "mp-13146", "mp-3455", "mp-3292", "mp-4903", "mp-5820", "mp-5936", "mp-5000", "mp-20171", "mp-21884", "mp-3241", "mp-20032", "mp-3177", "mp-3437", "mp-1017467", "mp-21420", "mp-2965", "mp-3651", "mp-4793", "mp-566131", "mp-5688", "mp-5022", "mp-5835", "mp-1068653", "mp-3333", "mp-4316", "mp-20860", "mp-13401", "mp-5219", "mp-19753", "mp-4064", "mp-4539", "mp-1069604", "mp-19939", "mp-20173", "mp-569607", "mp-4433", "mp-1068244", "mp-2721", "mp-5323", "mp-610530", "mp-2906", "mp-3515", "mp-5351", "mp-1069443", "mp-5666", "mp-21240", "mp-5020", "mp-20341", "mp-2949", "mp-3709", "mp-3388", "mp-5452", "mp-20924", "mp-5605", "mp-21478", "mp-3895", "mp-5451", "mp-1069160", "mp-4487", "mp-3018", "mp-5786", "mp-21385", "mp-4551", "mp-5288", "mp-5429", "mp-5176", "mp-936", "mp-20602", "mp-22949", "mp-3239", "mp-4346", "mp-4488", "mp-2646", "mp-2063", "mp-7692", "mp-10133", "mp-541365", "mp-1068340", "mp-600089", "mp-536", "mp-4150", "mp-4881", "mp-5796", "mp-3021", "mp-4007", "mp-5745", "mp-22995", "mp-3296", "mp-4505", "mp-20785", "mp-23879", "mp-9244", "mp-5757", "mp-632", "mp-20193", "mp-23062", "mp-3931", "mp-540", "mp-1019", "mp-1076966", "mp-1553", "mp-21419", "mp-4395", "mp-542633", "mp-1852", "mp-2363", "mp-840", "mp-20089", "mp-2319", "mp-7582", "mp-22953", "mp-10137", "mp-2130", "mp-22065", "mp-6098", "mp-1072104", "mp-20155", "mp-22761", "mp-2740", "mp-5940", "mp-766", "mp-1187", "mp-21847", "mp-2338", "mp-27850", "mp-472", "mp-1824", "mp-2903", "mp-675", "mp-1077034", "mp-1871", "mp-22998", "mp-541911", "mp-1234", "mp-1249", "mp-22108", "mp-2815", "mp-4796", "mp-670", "mp-1112", "mp-21117", "mp-11220", "mp-20970", "mp-3402", "mp-22957", "mp-537", "mp-547074", "mp-5951", "mp-19768", "mp-19917", "mp-1076939", "mp-2016", "mp-353", "mp-1229", "mp-12770", "mp-23070", "mp-2827", "mp-1070859", "mp-1718", "mp-20189", "mp-510148", "mp-21092", "mp-29443", "mp-3938", "mp-445", "mp-11328", "mp-1077378", "mp-20333", "mp-2851", "mp-321", "mp-1032", "mp-1463", "mp-5353", "mp-22973", "mp-2797", "mp-20762", "mp-394", "mp-1558", "mp-23214", "mp-2536", "mp-20822", "mp-421", "mp-568748", "mp-1570", "mp-250", "mp-4785", "mp-22939", "mp-23292", "mp-1522", "mp-1638", "mp-1734", "mp-558", "mp-7135", "mp-1762", "mp-19814", "mp-21096", "mp-22882", "mp-258", "mp-2783", "mp-3465", "mp-541912", "mp-884", "mp-1429", "mp-23072", "mp-21260", "mp-2263", "mp-2435", "mp-569", "mp-861", "mp-634", "mp-998", "mp-1077", "mp-1436", "mp-20049", "mp-1207", "mp-1768", "mp-20111", "mp-890", "mp-253", "mp-969", "mp-20690", "mp-21192", "mp-555934", "mp-568264", "mp-2152", "mp-571664", "mp-1425", "mp-4247", "mp-556911", "mp-1072865", "mp-1634", "mp-480", "mp-1072248", "mp-22698", "mp-1077023", "mp-20227", "mp-644607", "mp-20233", "mp-22795", "mp-2501", "mp-1072113", "mp-33009", "mp-400", "mp-361", "mp-1038", "mp-1384", "mp-2085", "mp-21363", "mp-1077933", "mp-20686", "mp-21264", "mp-2424", "mp-951", "mp-21284", "mp-715", "mp-23002", "mp-1070857", "mp-312", "mp-281", "mp-677", "mp-11284", "mp-2436", "mp-1077102", "mp-20714", "mp-22318", "mp-673", "mp-1667", "mp-2062", "mp-557523", "mp-20994", "mp-1725", "mp-1984", "mp-2370", "mp-2769", "mp-2233", "mp-2250", "mp-3637", "mp-5816", "mp-1148", "mp-1434", "mp-2645", "mp-1071541", "mp-1761", "mp-1980", "mp-2237", "mp-19761", "mp-6092", "mp-756", "mp-1034", "mp-23025", "mp-3040", "mp-333", "mp-4743", "mp-505332", "mp-310", "mp-858", "mp-574", "mp-5962", "mp-4374", "mp-1576", "mp-1024", "mp-1072444", "mp-1731", "mp-2008", "mp-22857", "mp-1237", "mp-813", "mp-1075", "mp-21413", "mp-25223", "mp-10087", "mp-11722", "mp-23023", "mp-3289", "mp-22311", "mp-1337", "mp-13436", "mp-3718", "mp-695", "mp-1939", "mp-2331", "mp-1071319", "mp-510378", "mp-27335", "mp-4359", "mp-570896", "mp-21395", "mp-601195", "mp-2265", "mp-1654", "mp-19895", "mp-20354", "mp-2098", "mp-22478", "mp-1018803", "mp-19094", "mp-20531", "mp-582", "mp-565", "mp-602", "mp-1071863", "mp-1077154", "mp-14093", "mp-22514", "mp-5369", "mp-19923", "mp-1061", "mp-20626", "mp-761", "mp-358", "mp-4738", "mp-510753", "mp-569833", "mp-6646", "mp-672702", "mp-1096799", "mp-638079", "mp-1208", "mp-20759", "mp-2707", "mp-1594", "mp-6223", "mp-2049", "mp-21428", "mp-4233", "mp-2844", "mp-505331", "mp-2116", "mp-2389", "mp-4075", "mp-474", "mp-569661", "mp-1329", "mp-1077177", "mp-22888", "mp-20245", "mp-5410", "mp-19880", "mp-20612", "mp-610522", "mp-1071468", "mp-11385", "mp-23188", "mp-20434", "mp-22317", "mp-2483", "mp-1072922", "mp-2850", "mp-550172", "mp-5869", "mp-2574", "mp-510408", "mp-607182", "mp-1873", "mp-22740", "mp-23008", "mp-2695", "mp-6140", "mp-825", "mp-21252", "mp-267", "mp-2723", "mp-6544", "mp-1279", "mp-20021", "mp-505016", "mp-628", "mp-996", "mp-2462", "mp-1069", "mp-19737", "mp-22992", "mp-1189", "mp-13076", "mp-1757", "mp-2628", "mp-753721", "mp-20725", "mp-543019", "mp-9939", "mp-10212", "mp-747", "mp-1071539", "mp-21325", "mp-2178", "mp-3433", "mp-917", "mp-32686", "mp-3589", "mp-5606", "mp-500", "mp-19733", "mp-819", "mp-1901", "mp-20608", "mp-9281", "mp-1071818", "mp-20757", "mp-1072181", "mp-21399", "mp-764", "mp-20086", "mp-568", "mp-19876", "mp-20084", "mp-1969", "mp-21295", "mp-1343", "mp-21068", "mp-3263", "mp-19177", "mp-5848", "mp-6947", "mp-20074", "mp-20432", "mp-22141", "mp-22475", "mp-929", "mp-542568", "mp-1729", "mp-2088", "mp-22229", "mp-16421", "mp-1825", "mp-2337", "mp-2582", "mp-23891", "mp-1220", "mp-4495", "mp-3960", "mp-2000", "mp-5938", "mp-809", "mp-557762", "mp-760", "mp-850", "mp-1085", "mp-1400", "mp-20552", "mp-13683", "mp-22909", "mp-505803", "mp-2358", "mp-2837", "mp-336", "mp-853", "mp-1629", "mp-2206", "mp-20318", "mp-22797", "mp-555908", "mp-574438", "mp-3346", "mp-1515", "mp-1799", "mp-227", "mp-1077071", "mp-20195", "mp-5519", "mp-8352", "mp-1077398", "mp-1882", "mp-803", "mp-4973", "mp-1200", "mp-1956", "mp-21305", "mp-1781", "mp-550206", "mp-559798", "mp-5068", "mp-470", "mp-1422", "mp-30875", "mp-21351", "mp-21433", "mp-1385", "mp-1495", "mp-2041", "mp-20242", "mp-20664", "mp-22752", "mp-2498", "mp-2725", "mp-486", "mp-2698", "mp-589", "mp-20070", "mp-946", "mp-1575", "mp-21090", "mp-1285", "mp-2359", "mp-5394", "mp-7", "mp-10033", "mp-1043", "mp-2317", "mp-5313", "mp-1072956", "mp-21271", "mp-1720", "mp-19858", "mp-23024", "mp-5019", "mp-548", "mp-626620", "mp-657", "mp-22498", "mp-569008", "mp-1567", "mp-2396", "mp-9252", "mp-2019", "mp-2570", "mp-507", "mp-1401", "mp-20553", "mp-666", "mp-903", "mp-22331", "mp-328", "mp-20660", "mp-2373", "mp-2066", "mp-20928", "mp-2557", "mp-5239", "mp-5446", "mp-2385", "mp-1828", "mp-1140", "mp-11852", "mp-20075", "mp-339", "mp-4219", "mp-1527", "mp-542777", "mp-542791", "mp-1018948", "mp-1861", "mp-5634", "mp-5456", "mp-1402", "mp-23163", "mp-1077147", "mp-2067", "mp-21055", "mp-2665", "mp-1071448", "mp-2689", "mp-11194", "mp-1898", "mp-22532", "mp-1915", "mp-3165", "mp-20536", "mp-21105", "mp-862", "mp-9945", "mp-1728", "mp-1926", "mp-19816", "mp-2322", "mp-2657", "mp-1388", "mp-2947", "mp-390", "mp-413", "mp-571166", "mp-2109", "mp-23253", "mp-2551", "mp-540828", "mp-1413", "mp-863", "mp-204", "mp-2149", "mp-1071505", "mp-2295", "mp-5678", "mp-6754", "mp-1071567", "mp-1278", "mp-30613", "mp-1657", "mp-1821", "mp-2674", "mp-7583", "mp-20422", "mp-877", "mp-1910", "mp-23192", "mp-2749", "mp-276", "mp-1094135", "mp-1773", "mp-22256", "mp-23710", "mp-774", "mp-1018657", "mp-1113", "mp-19974", "mp-636253", "mp-23432", "mp-546794", "mp-1001", "mp-1077209", "mp-20027", "mp-20842", "mp-2699", "mp-912", "mp-921", "mp-1832", "mp-22197", "mp-22945", "mp-20235", "mp-22595", "mp-2439", "mp-5334", "mp-1294", "mp-1383", "mp-23019", "mp-20869", "mp-21890", "mp-2129", "mp-471", "mp-4854", "mp-607", "mp-7284", "mp-2455", "mp-1651", "mp-27760", "mp-560902", "mp-20426", "mp-2708", "mp-1052", "mp-1607", "mp-22904", "mp-1077234", "mp-2613", "mp-1179", "mp-1497", "mp-2694", "mp-4561", "mp-12118", "mp-1866", "mp-20790", "mp-2838", "mp-1070806", "mp-1159", "mp-224", "mp-2404", "mp-9835", "mp-21050", "mp-1702", "mp-391", "mp-759", "mp-684", "mp-856", "mp-3217", "mp-22935", "mp-22969", "mp-2463", "mp-2430", "mp-30562", "mp-1492", "mp-1727", "mp-20639", "mp-22993", "mp-2550", "mp-1602", "mp-1909", "mp-6576", "mp-977388", "mp-20766", "mp-22987", "mp-30584", "mp-13037", "mp-21416", "mp-2232", "mp-22964", "mp-23759", "mp-2762", "mp-2801", "mp-493", "mp-21203", "mp-4454", "mp-557610", "mp-5699", "mp-20098", "mp-467", "mp-21326", "mp-2680", "mp-19102", "mp-23143", "mp-19191", "mp-1474", "mp-23485", "mp-4452", "mp-1028", "mp-7823", "mp-1078089", "mp-24149", "mp-5749", "mp-554212", "mp-2780", "mp-8560", "mp-15777", "mp-2371", "mp-1756", "mp-697096", "mp-1077978", "mp-560610", "mp-2203", "mp-13949", "mp-1296", "mp-22596", "mp-3038", "mp-1077883", "mp-21343", "mp-21251", "mp-5090", "mp-20261", "mp-7229", "mp-4158", "mp-568319", "mp-23353", "mp-5051", "mp-22700", "mp-2643", "mp-20294", "mp-19747", "mp-3159", "mp-4860", "mp-6638", "mp-4152", "mp-22956", "mp-541937", "mp-5532", "mp-20174", "mp-19317", "mp-21139", "mp-556546", "mp-1077874", "mp-3167", "mp-5528", "mp-3772", "mp-6624", "mp-6996", "mp-4181", "mp-3376", "mp-419", "mp-1077929", "mp-20708", "mp-10255", "mp-3359", "mp-19735", "mp-3808", "mp-568032", "mp-4909", "mp-12763", "mp-1929", "mp-9942", "mp-5350", "mp-7604", "mp-954", "mp-1076", "mp-15652", "mp-10955", "mp-3776", "mp-4210", "mp-1591", "mp-569270", "mp-12762", "mp-19804", "mp-964", "mp-12752", "mp-561419", "mp-24148", "mp-22934", "mp-18972", "mp-19807", "mp-23114", "mp-4809", "mp-10142", "mp-1077944", "mp-242", "mp-19366", "mp-571653", "mp-4730", "mp-1078012", "mp-18978", "mp-6867", "mp-12531", "mp-4852", "mp-22266", "mp-889", "mp-27840", "mp-6328", "mp-4596", "mp-20874", "mp-1025281", "mp-865", "mp-5928", "mp-4732", "mp-571491", "mp-22648", "mp-1451", "mp-5372", "mp-22568", "mp-11398", "mp-12990", "mp-14091", "mp-16315", "mp-696", "mp-1079677", "mp-5150", "mp-549589", "mp-1078613", "mp-19722", "mp-1224", "mp-20753", "mp-22871", "mp-1078538", "mp-16564", "mp-468", "mp-23282", "mp-4953", "mp-21855", "mp-729", "mp-20861", "mp-22060", "mp-8742", "mp-23244", "mp-6408", "mp-23281", "mp-9920", "mp-23293", "mp-2377", "mp-2507", "mp-19833", "mp-8044", "mp-2369", "mp-841", "mp-22240", "mp-505632", "mp-20619", "mp-562468", "mp-1078640", "mp-569683", "mp-827", "mp-20857", "mp-7589", "mp-2089", "mp-3155", "mp-12900", "mp-23208", "mp-544", "mp-2339", "mp-7857", "mp-1078227", "mp-1932", "mp-5238", "mp-8365", "mp-4283", "mp-20782", "mp-4538", "mp-510625", "mp-3849", "mp-485", "mp-20717", "mp-5955", "mp-1079720", "mp-22159", "mp-22400", "mp-1079818", "mp-22270", "mp-22367", "mp-1017", "mp-3988", "mp-20900", "mp-3524", "mp-22386", "mp-4524", "mp-15799", "mp-2662", "mp-1836", "mp-20807", "mp-1078686", "mp-246", "mp-510421", "mp-21115", "mp-30672", "mp-22053", "mp-13094", "mp-1025446", "mp-20112", "mp-3642", "mp-5038", "mp-9814", "mp-1275", "mp-23189", "mp-235", "mp-4288", "mp-7092", "mp-739", "mp-8016", "mp-1078709", "mp-1822", "mp-1078292", "mp-15671", "mp-21237", "mp-22510", "mp-3128", "mp-1025402", "mp-1079020", "mp-10967", "mp-10748", "mp-1078520", "mp-5170", "mp-839", "mp-4171", "mp-542640", "mp-8761", "mp-1599", "mp-22079", "mp-349", "mp-15653", "mp-18767", "mp-7576", "mp-20883", "mp-3871", "mp-672371", "mp-8996", "mp-9967", "mp-1078945", "mp-1221", "mp-7832", "mp-4817", "mp-5414", "mp-22156", "mp-2668", "mp-22485", "mp-23204", "mp-1078464", "mp-20408", "mp-4008", "mp-996162", "mp-1387", "mp-3275", "mp-4472", "mp-510670", "mp-5342", "mp-1139", "mp-2157", "mp-2672", "mp-4969", "mp-24659", "mp-3098", "mp-1005", "mp-19178", "mp-4893", "mp-1136", "mp-643945", "mp-416", "mp-2033", "mp-21410", "mp-23211", "mp-893", "mp-1078944", "mp-22850", "mp-4666", "mp-4756", "mp-395", "mp-1079570", "mp-3595", "mp-20685", "mp-22144", "mp-510668", "mp-1823", "mp-19443", "mp-27677", "mp-3284", "mp-23933", "mp-4081", "mp-1373", "mp-19390", "mp-2961", "mp-6562", "mp-22389", "mp-637575", "mp-1086665", "mp-23263", "mp-1078858", "mp-5513", "mp-1078612", "mp-10904", "mp-20349", "mp-3668", "mp-581786", "mp-6625", "mp-21345", "mp-4196", "mp-4024", "mp-19940", "mp-128", "mp-21078", "mp-322", "mp-1937", "mp-568718", "mp-731", "mp-13392", "mp-7562", "mp-1079684", "mp-19795", "mp-1078796", "mp-13154", "mp-22068", "mp-891", "mp-1079938", "mp-1924", "mp-1578", "mp-1804", "mp-5588", "mp-20554", "mp-22612", "mp-6088", "mp-5058", "mp-22232", "mp-23116", "mp-757", "mp-1025497", "mp-7948", "mp-12515", "mp-2552", "mp-24", "mp-12382", "mp-740", "mp-1079582", "mp-1380", "mp-1868", "mp-20042", "mp-21255", "mp-4175", "mp-3078", "mp-1095043", "mp-427", "mp-9921", "mp-1943", "mp-23247", "mp-956", "mp-1079635", "mp-2488", "mp-5215", "mp-541138", "mp-23218", "mp-351", "mp-818", "mp-9968", "mp-1120", "mp-10952", "mp-3034", "mp-4613", "mp-5518", "mp-8017", "mp-11525", "mp-1079181", "mp-2400", "mp-583", "mp-1078721", "mp-20175", "mp-22261", "mp-5787", "mp-168", "mp-344", "mp-21030", "mp-20983", "mp-871", "mp-2612", "mp-4993", "mp-1079541", "mp-25", "mp-5213", "mp-1458", "mp-1025519", "mp-208", "mp-20320", "mp-22811", "mp-22849", "mp-2670", "mp-697179", "mp-12406", "mp-22736", "mp-546011", "mp-10322", "mp-2567", "mp-5443", "mp-2752", "mp-622621", "mp-22491", "mp-22539", "mp-22398", "mp-3829", "mp-1042", "mp-22469", "mp-494", "mp-21048", "mp-1555", "mp-1683", "mp-18782", "mp-3762", "mp-5075", "mp-1078621", "mp-1890", "mp-22892", "mp-11871", "mp-2242", "mp-20485", "mp-3734", "mp-5190", "mp-10644", "mp-1412", "mp-1306", "mp-21342", "mp-2211", "mp-11428", "mp-1860", "mp-2102", "mp-189", "mp-21238", "mp-20315", "mp-1078497", "mp-1598", "mp-23807", "mp-10229", "mp-4608", "mp-1079249", "mp-4899", "mp-700", "mp-24040", "mp-743", "mp-1231", "mp-2738", "mp-31205", "mp-21393", "mp-5025", "mp-1078873", "mp-1431", "mp-510280", "mp-796", "mp-259", "mp-10824", "mp-560338", "mp-9429", "mp-1099", "mp-801", "mp-8357", "mp-1483", "mp-959", "mp-1078526", "mp-1326", "mp-389", "mp-3213", "mp-3469", "mp-510557", "mp-767", "mp-3497", "mp-20370", "mp-12957", "mp-567341", "mp-1180065", "mp-23223", "mp-5621", "mp-611", "mp-9810", "mp-16514", "mp-6498", "mp-20713", "mp-2231", "mp-691", "mp-1079395", "mp-19370", "mp-7577", "mp-3785", "mp-5493", "mp-601371", "mp-19832", "mp-236", "mp-7237", "mp-1079649", "mp-20271", "mp-23221", "mp-4840", "mp-5901", "mp-2663", "mp-975655", "mp-1078679", "mp-870", "mp-2006", "mp-3421", "mp-4043", "mp-5488", "mp-20787", "mp-23846", "mp-20004", "mp-4978", "mp-16566", "mp-19821", "mp-1798", "mp-21077", "mp-1182", "mp-1364", "mp-1079055", "mp-1572", "mp-23275", "mp-2053", "mp-22791", "mp-4763", "mp-19724", "mp-3982", "mp-4979", "mp-567314", "mp-715566", "mp-720", "mp-11769", "mp-148", "mp-19835", "mp-3541", "mp-5782", "mp-1128", "mp-1786", "mp-3839", "mp-20878", "mp-30619", "mp-3827", "mp-736", "mp-2420", "mp-30855", "mp-2341", "mp-5702", "mp-1078452", "mp-1179840", "mp-21167", "mp-21499", "mp-11538", "mp-22177", "mp-697068", "mp-23047", "mp-5723", "mp-11351", "mp-1079553", "mp-3950", "mp-1078182", "mp-1078543", "mp-19811", "mp-1080496", "mp-1079551", "mp-1743", "mp-1078880", "mp-601823", "mp-1101090", "mp-23499", "mp-3053", "mp-23405", "mp-14193", "mp-4829", "mp-1849", "mp-1079800", "mp-23804", "mp-1079023", "mp-1079129", "mp-1079254", "mp-608555", "mp-274", "mp-22975", "mp-31427", "mp-23039", "mp-551848", "mp-1078586", "mp-23099", "mp-1222", "mp-19718", "mp-1079949", "mp-1078430", "mp-24853", "mp-6930", "mp-20989", "mp-21387", "mp-22972", "mp-20946", "mp-558111", "mp-21038", "mp-21494", "mp-19782", "mp-20926", "mp-21887", "mp-19101", "mp-3015", "mp-30328", "mp-350", "mp-12374", "mp-3630", "mp-30375", "mp-643002", "mp-5015", "mp-4508", "mp-21492", "mp-21158", "mp-23853", "mp-23059", "mp-7558", "mp-18756", "mp-22172", "mp-4299", "mp-1079239", "mp-22696", "mp-21320", "mp-2478", "mp-552623", "mp-4989", "mp-6922", "mp-7297", "mp-1079696", "mp-2990", "mp-423", "mp-640922", "mp-10711", "mp-1079367", "mp-20058", "mp-567856", "mp-248", "mp-20727", "mp-23067", "mp-19060", "mp-363", "mp-6915", "mp-7000", "mp-19181", "mp-733", "mp-2909", "mp-551437", "mp-8938", "mp-15683", "mp-3197", "mp-550320", "mp-778", "mp-23546", "mp-223", "mp-30536", "mp-4720", "mp-18850", "mp-1078592", "mp-505589", "mp-1079069", "mp-553342", "mp-517", "mp-541275", "mp-19332", "mp-13095", "mp-7498", "mp-23513", "mp-3970", "mp-22718", "mp-3042", "mp-1079086", "mp-632759", "mp-19325", "mp-20665", "mp-543024", "mp-4555", "mp-1079896", "mp-555", "mp-22947", "mp-19246", "mp-3771", "mp-5765", "mp-19227", "mp-22230", "mp-6459", "mp-3205", "mp-19156", "mp-5076", "mp-2920", "mp-3129", "mp-1078250", "mp-22977", "mp-560861", "mp-22950", "mp-3896", "mp-2958", "mp-639876", "mp-18995", "mp-4001", "mp-23161", "mp-7819", "mp-1078367", "mp-1078860", "mp-6613", "mp-3316", "mp-541899", "mp-22813", "mp-2826", "mp-21434", "mp-23438", "mp-19127", "mp-558078", "mp-1078258", "mp-21900", "mp-5924", "mp-13641", "mp-561922", "mp-1079331", "mp-1627", "mp-5348", "mp-1078871", "mp-5304", "mp-613", "mp-886", "mp-1243", "mp-8218", "mp-1078734", "mp-2998", "mp-1078197", "mp-18845", "mp-574122", "mp-1078634", "mp-2105", "mp-3451", "mp-4531", "mp-23054", "mp-1167", "mp-13415", "mp-458", "mp-1080173", "mp-8613", "mp-18764", "mp-6586", "mp-5131", "mp-4651", "mp-20196", "mp-3047", "mp-31756", "mp-542734", "mp-5899", "mp-19770", "mp-8695", "mp-1079839", "mp-5566", "mp-19258", "mp-6065", "mp-1079901", "mp-20798", "mp-22438", "mp-23215", "mp-6430", "mp-19168", "mp-3408", "mp-3759", "mp-1078361", "mp-23026", "mp-540609", "mp-1079630", "mp-19403", "mp-2928", "mp-541449", "mp-3721", "mp-2128", "mp-21344", "mp-1078551", "mp-3779", "mp-20662", "mp-19245", "mp-6692", "mp-5096", "mp-19389", "mp-504900", "mp-5327", "mp-6560", "mp-1078829", "mp-6739", "mp-1482", "mp-4391", "mp-4900", "mp-676040", "mp-3342", "mp-6114", "mp-22758", "mp-3953", "mp-2832", "mp-510294", "mp-19399", "mp-22323", "mp-2091", "mp-2939", "mp-384", "mp-3618", "mp-23160", "mp-20629", "mp-1078237", "mp-19376", "mp-655360", "mp-6609", "mp-30846", "mp-1078904", "mp-29658", "mp-561067", "mp-13008", "mp-4243", "mp-6782", "mp-19119", "mp-20794", "mp-23684", "mp-22112", "mp-18969", "mp-548615", "mp-18965", "mp-20683", "mp-569054", "mp-6304", "mp-22942", "mp-19400", "mp-20716", "mp-23349", "mp-19424", "mp-553281", "mp-18814", "mp-19182", "mp-550081", "mp-23092", "mp-23120", "mp-1143", "mp-6384", "mp-7783", "mp-6122", "mp-20908", "mp-4385", "mp-6492", "mp-19157", "mp-23235", "mp-754329", "mp-1301", "mp-19085", "mp-19339", "mp-552588", "mp-504723", "mp-1340", "mp-5328", "mp-3682", "mp-314", "mp-19448", "mp-542910", "mp-23104", "mp-13005", "mp-9238", "mp-4187", "mp-362", "mp-1078233", "mp-23501", "mp-1047", "mp-22966", "mp-6037", "mp-23022", "mp-25053", "mp-1078244", "mp-22667", "mp-554410", "mp-7073", "mp-18805", "mp-1078868", "mp-19051", "mp-1078473", "mp-18940", "mp-5864", "mp-6798", "mp-7986", "mp-3336", "mp-4227", "mp-6428", "mp-846", "mp-540783", "mp-560374", "mp-1078340", "mp-21101", "mp-4096", "mp-5735", "mp-3466", "mp-3382", "mp-1078331", "mp-23484", "mp-1078595", "mp-12525", "mp-23091", "mp-20836", "mp-18857", "mp-19417", "mp-19420", "mp-1078924", "mp-18937", "mp-22955", "mp-3442", "mp-484", "mp-22891", "mp-18986", "mp-21346", "mp-1078336", "mp-1078278", "mp-4497", "mp-542776", "mp-539", "mp-3387", "mp-6135", "mp-1079007", "mp-16756", "mp-2378", "mp-557772", "mp-13427", "mp-4482", "mp-715514", "mp-10152", "mp-23482", "mp-636264", "mp-19082", "mp-20689", "mp-3666", "mp-1078668", "mp-4675", "mp-6504", "mp-18977", "mp-18732", "mp-1079708", "mp-1407", "mp-567621", "mp-3852", "mp-505292", "mp-1095622", "mp-5454", "mp-1101800", "mp-1101786", "mp-698", "mp-3179", "mp-3354", "mp-613839", "mp-7064", "mp-3471", "mp-308", "mp-4300", "mp-6628", "mp-1095215", "mp-568519", "mp-1101777", "mp-975640", "mp-23709", "mp-23085", "mp-20844", "mp-1095537", "mp-6494", "mp-5280", "mp-5798", "mp-571223", "mp-22039", "mp-5594", "mp-18924", "mp-1095591", "mp-1101850", "mp-1102674", "mp-2760", "mp-640597", "mp-3683", "mp-542824", "mp-9258", "mp-19276", "mp-22024", "mp-23450", "mp-8039", "mp-11499", "mp-741", "mp-1935", "mp-2225", "mp-21401", "mp-4627", "mp-22162", "mp-10074", "mp-1095443", "mp-20495", "mp-568936", "mp-21144", "mp-12657", "mp-1746", "mp-19323", "mp-19827", "mp-1677", "mp-19121", "mp-18825", "mp-3998", "mp-1320", "mp-1851", "mp-19841", "mp-22222", "mp-1102561", "mp-4104", "mp-488", "mp-1095682", "mp-4718", "mp-18960", "mp-20022", "mp-541754", "mp-977588", "mp-1095234", "mp-19372", "mp-21286", "mp-4634", "mp-19809", "mp-23711", "mp-4820", "mp-504", "mp-569480", "mp-19070", "mp-561511", "mp-23704", "mp-20541", "mp-22410", "mp-1095675", "mp-1637", "mp-21893", "mp-567339", "mp-569624", "mp-18918", "mp-569424", "mp-1095646", "mp-570963", "mp-5813", "mp-21153", "mp-23044", "mp-1068", "mp-11764", "mp-1095561", "mp-1182869", "mp-1102025", "mp-570430", "mp-1095562", "mp-22041", "mp-1168", "mp-22693", "mp-19326", "mp-20949", "mp-23715", "mp-37722", "mp-3054", "mp-568186", "mp-19247", "mp-2070", "mp-605", "mp-19387", "mp-3881", "mp-21310", "mp-3204", "mp-5061", "mp-569783", "mp-6660", "mp-10463", "mp-20133", "mp-20184", "mp-2310", "mp-5461", "mp-956096", "mp-542096", "mp-541404", "mp-730", "mp-21073", "mp-23081", "mp-13268", "mp-19163", "mp-402", "mp-2142", "mp-4169", "mp-22169", "mp-1863", "mp-20593", "mp-19295", "mp-430", "mp-30156", "mp-369", "mp-4165", "mp-5012", "mp-510409", "mp-1095567", "mp-554278", "mp-5868", "mp-23005", "mp-23065", "mp-553932", "mp-1095689", "mp-2034", "mp-12613", "mp-1922", "mp-540703", "mp-15953", "mp-20671", "mp-983", "mp-1102139", "mp-1565", "mp-1095568", "mp-21119", "mp-23045", "mp-570684", "mp-22035", "mp-1592", "mp-5132", "mp-1439", "mp-505282", "mp-542724", "mp-20077", "mp-20284", "mp-30638", "mp-5839", "mp-1095261", "mp-1102824", "mp-2997", "mp-22443", "mp-19076", "mp-20007", "mp-21446", "mp-2451", "mp-4340", "mp-2572", "mp-5632", "mp-2432", "mp-22228", "mp-18784", "mp-19240", "mp-5884", "mp-20490", "mp-2682", "mp-5659", "mp-22426", "mp-1848", "mp-27281", "mp-1102143", "mp-2772", "mp-12748", "mp-2513", "mp-20733", "mp-22974", "mp-569334", "mp-6879", "mp-8909", "mp-160", "mp-18812", "mp-1589", "mp-19126", "mp-23506", "mp-5259", "mp-1146", "mp-562", "mp-137", "mp-2214", "mp-18993", "mp-562610", "mp-12109", "mp-5836", "mp-8926", "mp-1101851", "mp-1102445", "mp-23224", "mp-5489", "mp-5767", "mp-18799", "mp-2030", "mp-1102281", "mp-18734", "mp-19967", "mp-21321", "mp-3070", "mp-19421", "mp-557", "mp-1095229", "mp-2512", "mp-23018", "mp-3700", "mp-21378", "mp-4406", "mp-3228", "mp-226", "mp-23176", "mp-23562", "mp-3751", "mp-1356", "mp-543045", "mp-4179", "mp-23724", "mp-1095615", "mp-6259", "mp-19214", "mp-22971", "mp-10948", "mp-1659", "mp-1819", "mp-738", "mp-12978", "mp-19418", "mp-22864", "mp-30558", "mp-510152", "mp-20868", "mp-1003", "mp-568945", "mp-181", "mp-2511", "mp-510536", "mp-2764", "mp-4609", "mp-557569", "mp-22670", "mp-3045", "mp-30607", "mp-4875", "mp-22565", "mp-2282", "mp-9905", "mp-11855", "mp-20905", "mp-21044", "mp-639", "mp-1102210", "mp-22554", "mp-5724", "mp-697", "mp-13504", "mp-5377", "mp-555321", "mp-18749", "mp-18835", "mp-2715", "mp-570872", "mp-610517", "mp-6945", "mp-2280", "mp-3901", "mp-609", "mp-1102227", "mp-4200", "mp-22215", "mp-569979", "mp-973217", "mp-7087", "mp-1078", "mp-18834", "mp-4757", "mp-1523", "mp-23051", "mp-569501", "mp-1103503", "mp-2481", "mp-20655", "mp-23714", "mp-496", "mp-7595", "mp-1014", "mp-30618", "mp-23713", "mp-1046", "mp-38725", "mp-5503", "mp-570466", "mp-3602", "mp-570786", "mp-697085", "mp-755", "mp-1095454", "mp-8307", "mp-11610", "mp-20817", "mp-20901", "mp-21065", "mp-963", "mp-1095473", "mp-21306", "mp-2517", "mp-569220", "mp-19360", "mp-29647", "mp-12659", "mp-19048", "mp-571334", "mp-23217", "mp-2739", "mp-383", "mp-541582", "mp-3349", "mp-352", "mp-19169", "mp-22755", "mp-4353", "mp-4533", "mp-18820", "mp-20465", "mp-22695", "mp-19124", "mp-1552", "mp-7631", "mp-1102507", "mp-15954", "mp-1247", "mp-30634", "mp-558798", "mp-1095461", "mp-20633", "mp-5473", "mp-556639", "mp-1095595", "mp-22968", "mp-23041", "mp-1102963", "mp-22645", "mp-3521", "mp-7648", "mp-2284", "mp-19426", "mp-20066", "mp-30602", "mp-501", "mp-542812", "mp-610687", "mp-12895", "mp-19330", "mp-21154", "mp-23105", "mp-15649", "mp-20648", "mp-4368", "mp-1101926", "mp-18754", "mp-8666", "mp-9946", "mp-1103912", "mp-22617", "mp-1051", "mp-13682", "mp-2042", "mp-31100", "mp-20834", "mp-303", "mp-622620", "mp-20249", "mp-20815", "mp-555891", "mp-18875", "mp-7469", "mp-22309", "mp-30577", "mp-754", "mp-20172", "mp-22164", "mp-571581", "mp-3679", "mp-568077", "mp-1689", "mp-14568", "mp-1095432", "mp-21155", "mp-2858", "mp-4051", "mp-411", "mp-4156", "mp-22204", "mp-571232", "mp-2940", "mp-19714", "mp-1949", "mp-3444", "mp-3689", "mp-568901", "mp-23918", "mp-1101792", "mp-19133", "mp-20114", "mp-2454", "mp-1102209", "mp-1106", "mp-1124", "mp-1102249", "mp-1095618", "mp-1095420", "mp-1118", "mp-20043", "mp-2910", "mp-1919", "mp-22773", "mp-1869", "mp-569196", "mp-1102993", "mp-3747", "mp-20886", "mp-3830", "mp-2039", "mp-3248", "mp-1455", "mp-19905", "mp-3074", "mp-3555", "mp-18988", "mp-20380", "mp-2418", "mp-566", "mp-1095643", "mp-19132", "mp-21495", "mp-2588", "mp-1095505", "mp-1101970", "mp-19335", "mp-4006", "mp-21490", "mp-22796", "mp-927", "mp-10155", "mp-1547", "mp-18861", "mp-22855", "mp-8603", "mp-864603", "mp-7470", "mp-5908", "mp-7911", "mp-23291", "mp-22816", "mp-23794", "mp-2584", "mp-850049", "mp-10456", "mp-18876", "mp-21371", "mp-1397", "mp-17023", "mp-2096", "mp-3203", "mp-556850", "mp-570960", "mp-12678", "mp-18956", "mp-19272", "mp-20226", "mp-22646", "mp-19407", "mp-2604", "mp-4035", "mp-5784", "mp-1095434", "mp-1095446", "mp-20630", "mp-1590", "mp-22508", "mp-5641", "mp-20003", "mp-18723", "mp-1475", "mp-4298", "mp-22385", "mp-16487", "mp-18913", "mp-3861", "mp-569594", "mp-4474", "mp-19739", "mp-7250", "mp-2885", "mp-5544", "mp-4606", "mp-7817", "mp-31179", "mp-22319", "mp-8688", "mp-1473", "mp-22260", "mp-1084", "mp-559694", "mp-550", "mp-21451", "mp-4703", "mp-20674", "mp-19936", "mp-21504", "mp-22130", "mp-20673", "mp-4093", "mp-3487", "mp-3663", "mp-1104289", "mp-6278", "mp-20936", "mp-16486", "mp-5091", "mp-571438", "mp-4656", "mp-19365", "mp-3633", "mp-8793", "mp-3857", "mp-981356", "mp-1103888", "mp-19903", "mp-4632", "mp-3701", "mp-3546", "mp-3400", "mp-5584", "mp-22286", "mp-6309", "mp-20668", "mp-20780", "mp-3453", "mp-1103812", "mp-19725", "mp-18881", "mp-20704", "mp-22267", "mp-19887", "mp-19813", "mp-2794", "mp-4324", "mp-20831", "mp-1103685", "mp-567822", "mp-1103891", "mp-19410", "mp-23283", "mp-5670", "mp-1103568", "mp-1722", "mp-476", "mp-1484", "mp-4362", "mp-5625", "mp-20143", "mp-2075", "mp-711", "mp-1103583", "mp-28395", "mp-10390", "mp-569404", "mp-18900", "mp-1103697", "mp-20405", "mp-23980", "mp-22658", "mp-4249", "mp-1480", "mp-13852", "mp-2131", "mp-1711", "mp-15614", "mp-5141", "mp-787", "mp-22061", "mp-3407", "mp-1050", "mp-1103603", "mp-3930", "mp-3951", "mp-558096", "mp-567", "mp-173", "mp-19975", "mp-849071", "mp-18879", "mp-19306", "mp-23310", "mp-542709", "mp-6179", "mp-367", "mp-4284", "mp-1104100", "mp-22605", "mp-799", "mp-18779", "mp-22584", "mp-18766", "mp-3770", "mp-1104131", "mp-18800", "mp-505421", "mp-6800", "mp-8272", "mp-4515", "mp-1104663", "mp-19230", "mp-22684", "mp-4194", "mp-19313", "mp-22803", "mp-542187", "mp-2908", "mp-4770", "mp-754670", "mp-25279", "mp-5602", "mp-22422", "mp-1104641", "mp-943", "mp-36480", "mp-8117", "mp-15973", "mp-2959", "mp-3925", "mp-1346", "mp-18803", "mp-28226", "mp-392", "mp-382", "mp-879", "mp-988", "mp-19394", "mp-5639", "mp-20152", "mp-4530", "mp-10754", "mp-624", "mp-632686", "mp-1347", "mp-636821", "mp-3463", "mp-2164", "mp-21112", "mp-20499", "mp-5145", "mp-2898", "mp-1675", "mp-644739", "mp-850016", "mp-18759", "mp-5966", "mp-21021", "mp-5178", "mp-1449", "mp-20168", "mp-690733", "mp-21019", "mp-3501", "mp-18852", "mp-20680", "mp-21515", "mp-1104149", "mp-23252", "mp-1223", "mp-1103872", "mp-18731", "mp-491", "mp-4842", "mp-23169", "mp-561", "mp-22625", "mp-3828", "mp-606", "mp-1103684", "mp-19803", "mp-1103850", "mp-567653", "mp-21108", "mp-3904", "mp-555156", "mp-20520", "mp-22427", "mp-23611", "mp-20328", "mp-23495", "mp-1707", "mp-23483", "mp-3880", "mp-20247", "mp-6514", "mp-3807", "mp-5794", "mp-18816", "mp-1382", "mp-510568", "mp-541014", "mp-19202", "mp-18737", "mp-1103846", "mp-19303", "mp-3143", "mp-3708", "mp-1104838", "mp-1295", "mp-2656", "mp-4431", "mp-4697", "mp-23187", "mp-2204", "mp-19318", "mp-561682", "mp-4578", "mp-3411", "mp-18748", "mp-1927", "mp-15743", "mp-23196", "mp-1103973", "mp-559200", "mp-21299", "mp-20462", "mp-1104008", "mp-1104418", "mp-1985", "mp-18751", "mp-1104518", "mp-22999", "mp-1104479", "mp-30084", "mp-18741", "mp-23123", "mp-542844", "mp-1104242", "mp-3536", "mp-607225", "mp-510076", "mp-2038", "mp-4338", "mp-1081", "mp-4941", "mp-15974", "mp-23535", "mp-19344", "mp-23418", "mp-19107", "mp-505131", "mp-722", "mp-1103738", "mp-6583", "mp-4527", "mp-8530", "mp-647924", "mp-6325", "mp-6691", "mp-1104431", "mp-3627", "mp-6779", "mp-1103974", "mp-3043", "mp-643084", "mp-20511", "mp-2945", "mp-978640", "mp-6790", "mp-1104377", "mp-558573", "mp-1745", "mp-1103642", "mp-19239", "mp-541187", "mp-3835", "mp-6885", "mp-18738", "mp-306", "mp-22721", "mp-576", "mp-6205", "mp-5773", "mp-20509", "mp-696746", "mp-5336", "mp-555066", "mp-2296", "mp-1188218", "mp-17124", "mp-30842", "mp-23520", "mp-19884", "mp-10126", "mp-11792", "mp-568324", "mp-630923", "mp-542642", "mp-23273", "mp-3606", "mp-510493", "mp-21013", "mp-2979", "mp-510623", "mp-4386", "mp-652608", "mp-18762", "mp-6013", "mp-20847", "mp-21104", "mp-23939", "mp-1105911", "mp-21060", "mp-697084", "mp-20285", "mp-23315", "mp-3803", "mp-18773", "mp-2081", "mp-22146", "mp-580192", "mp-20741", "mp-2236", "mp-30987", "mp-15617", "mp-2395", "mp-795", "mp-5854", "mp-30623", "mp-980757", "mp-1188639", "mp-28015", "mp-1147", "mp-4308", "mp-569776", "mp-27488", "mp-23180", "mp-3777", "mp-20054", "mp-510503", "mp-696752", "mp-3991", "mp-983327", "mp-1105134", "mp-19013", "mp-23206", "mp-5081", "mp-681992", "mp-12023", "mp-1357", "mp-23488", "mp-510528", "mp-625152", "mp-3103", "mp-6402", "mp-20559", "mp-18968", "mp-23702", "mp-542817", "mp-174", "mp-640095", "mp-568151", "mp-7506", "mp-614311", "mp-617291", "mp-570816", "mp-746", "mp-1267", "mp-23959", "mp-3019", "mp-3802", "mp-29145", "mp-568115", "mp-17190", "mp-206", "mp-13236", "mp-1755", "mp-23395", "mp-21459", "mp-639863", "mp-637308", "mp-1726", "mp-3922", "mp-554120", "mp-5282", "mp-779689", "mp-20474", "mp-2626", "mp-542846", "mp-11791", "mp-5756", "mp-23541", "mp-1105173", "mp-20948", "mp-630976", "mp-567735", "mp-1106011", "mp-243", "mp-35082", "mp-22236", "mp-613989", "mp-10961", "mp-1105527", "mp-1501", "mp-19033", "mp-20589", "mp-2649", "mp-31167", "mp-4044", "mp-542342", "mp-1104843", "mp-23446", "mp-3934", "mp-11793", "mp-554678", "mp-605437", "mp-23539", "mp-6511", "mp-2402", "mp-562100", "mp-20819", "mp-640381", "mp-1884", "mp-20740", "mp-4534", "mp-616492", "mp-7806", "mp-3315", "mp-568376", "mp-1188469", "mp-1796", "mp-23317", "mp-1105559", "mp-6633", "mp-510471", "mp-28420", "mp-23504", "mp-1105598", "mp-622345", "mp-2681", "mp-2408", "mp-18830", "mp-20287", "mp-23507", "mp-4841", "mp-17751", "mp-16724", "mp-570175", "mp-13686", "mp-5942", "mp-570287", "mp-3739", "mp-7798", "mp-3707", "mp-1317", "mp-11595", "mp-19003", "mp-570483", "mp-2610", "mp-1189286", "mp-1111", "mp-23850", "mp-2811", "mp-11790", "mp-17230", "mp-22601", "mp-2538", "mp-1409", "mp-16684", "mp-570847", "mp-4984", "mp-9913", "mp-1188370", "mp-1105932", "mp-11347", "mp-19219", "mp-23534", "mp-2361", "mp-23778", "mp-433", "mp-11368", "mp-6809", "mp-510494", "mp-19111", "mp-505821", "mp-541067", "mp-1739", "mp-1105762", "mp-17332", "mp-16842", "mp-17728", "mp-1105595", "mp-3352", "mp-559826", "mp-560611", "mp-6050", "mp-1989", "mp-567412", "mp-2786", "mp-5766", "mp-1105552", "mp-943492", "mp-567996", "mp-23264", "mp-1332", "mp-3427", "mp-6391", "mp-18889", "mp-540915", "mp-558491", "mp-21497", "mp-1189484", "mp-1944", "mp-1106032", "mp-568671", "mp-1806", "mp-5737", "mp-12843", "mp-623836", "mp-2108", "mp-3677", "mp-634326", "mp-30668", "mp-753", "mp-3635", "mp-556754", "mp-643727", "mp-1105968", "mp-2058", "mp-22982", "mp-20310", "mp-570293", "mp-10495", "mp-1189497", "mp-636368", "mp-21880", "mp-23417", "mp-713", "mp-20373", "mp-29652", "mp-1106248", "mp-1237229", "mp-20250", "mp-23667", "mp-11908", "mp-2836", "mp-6449", "mp-1321", "mp-30841", "mp-449", "mp-3345", "mp-4468", "mp-569981", "mp-1105646", "mp-18708", "mp-540912", "mp-11854", "mp-616476", "mp-1188121", "mp-1460", "mp-20517", "mp-23288", "mp-1464", "mp-510522", "mp-6884", "mp-19879", "mp-7372", "mp-2848", "mp-1105387", "mp-20331", "mp-1239", "mp-4198", "mp-22373", "mp-23642", "mp-452", "mp-5408", "mp-977414", "mp-1105737", "mp-634117", "mp-10203", "mp-1106100", "mp-1793", "mp-607111", "mp-2044", "mp-24565", "mp-16230", "mp-22337", "mp-21012", "mp-23179", "mp-1536"] diff --git a/build/lib/crystal_toolkit/renderables/__init__.py b/build/lib/crystal_toolkit/renderables/__init__.py deleted file mode 100644 index 09e88552..00000000 --- a/build/lib/crystal_toolkit/renderables/__init__.py +++ /dev/null @@ -1,8 +0,0 @@ -from crystal_toolkit.renderables.lattice import Lattice -from crystal_toolkit.renderables.moleculegraph import MoleculeGraph -from crystal_toolkit.renderables.molecule import Molecule -from crystal_toolkit.renderables.site import Site -from crystal_toolkit.renderables.structuregraph import StructureGraph -from crystal_toolkit.renderables.structure import Structure -from crystal_toolkit.renderables.volumetric import VolumetricData -from crystal_toolkit.renderables.phasediagram import PhaseDiagram diff --git a/build/lib/crystal_toolkit/renderables/lattice.py b/build/lib/crystal_toolkit/renderables/lattice.py deleted file mode 100644 index ae42fa39..00000000 --- a/build/lib/crystal_toolkit/renderables/lattice.py +++ /dev/null @@ -1,121 +0,0 @@ -import numpy as np - -from crystal_toolkit.core.scene import Scene, Lines, Arrows, Spheres - -from pymatgen.core.lattice import Lattice - - -def _axes_from_lattice(self, origin=None, scale=1, offset=0, **kwargs): - """ - Get the display components of the compass - :param lattice: the pymatgen Lattice object that contains the primitive - lattice vectors - :param origin: the reference position to place the compass - :param scale: scale all the geometric objects that makes up the compass - the lattice vectors are normalized before the scaling so everything should - be the same size - :param offset: shift the compass from the origin by a ratio of the diagonal - of the cell relative the size - :param **kwargs: keyword args to pass to the Arrows initializer - :return: Scene object - """ - - origin = origin or list([0, 0, 0]) - - o = np.array(origin) - # o = -self.get_cartesian_coords([0.5, 0.5, 0.5]) - # o = o - offset * (self.matrix[0] + self.matrix[1] + self.matrix[2]) - a = self.matrix[0] / np.linalg.norm(self.matrix[0]) * scale - b = self.matrix[1] / np.linalg.norm(self.matrix[1]) * scale - c = self.matrix[2] / np.linalg.norm(self.matrix[2]) * scale - a_arrow = [[o, o + a]] - b_arrow = [[o, o + b]] - c_arrow = [[o, o + c]] - - radius_scale = 0.07 - head_scale = 0.24 - head_width = 0.14 - - o_sphere = Spheres(positions=[o], color="white", radius=2 * radius_scale * scale) - - return Scene( - name="axes", - contents=[ - Arrows( - a_arrow, - color="red", - radius=radius_scale * scale, - headLength=head_scale * scale, - headWidth=head_width * scale, - **kwargs, - ), - Arrows( - b_arrow, - color="green", - radius=radius_scale * scale, - headLength=head_scale * scale, - headWidth=head_width * scale, - **kwargs, - ), - Arrows( - c_arrow, - color="blue", - radius=radius_scale * scale, - headLength=head_scale * scale, - headWidth=head_width * scale, - **kwargs, - ), - o_sphere, - ], - origin=origin, - ) - - -def get_lattice_scene(self, origin=None, show_axes=False, **kwargs): - - o = -np.array((0, 0, 0)) - a, b, c = self.matrix[0], self.matrix[1], self.matrix[2] - line_pairs = [ - o, - o + a, - o, - o + b, - o, - o + c, - o + a, - o + a + b, - o + a, - o + a + c, - o + b, - o + b + a, - o + b, - o + b + c, - o + c, - o + c + a, - o + c, - o + c + b, - o + a + b, - o + a + b + c, - o + a + c, - o + a + b + c, - o + b + c, - o + a + b + c, - ] - line_pairs = [line.tolist() for line in line_pairs] - - name = ( - f"a={self.a}, b={self.b}, c={self.c}, " - f"alpha={self.alpha}, beta={self.beta}, gamma={self.gamma}" - ) - - contents = [Lines(line_pairs, **kwargs)] - - if show_axes: - contents.append(self._axes_from_lattice(origin=origin)) - - return Scene(name, contents, origin=origin) - - -# TODO: re-think origin, shift globally at end (scene.origin) -Lattice._axes_from_lattice = _axes_from_lattice -Lattice.get_scene = get_lattice_scene diff --git a/build/lib/crystal_toolkit/renderables/molecule.py b/build/lib/crystal_toolkit/renderables/molecule.py deleted file mode 100644 index 9caa52f1..00000000 --- a/build/lib/crystal_toolkit/renderables/molecule.py +++ /dev/null @@ -1,44 +0,0 @@ -from collections import defaultdict -from typing import Optional - -from pymatgen.core.structure import Molecule - -from crystal_toolkit.core.legend import Legend -from crystal_toolkit.core.scene import Scene - - -def get_scene_from_molecule(self, origin=None, legend: Optional[Legend] = None): - """ - Create CTK objects for the lattice and sties - Args: - self: Structure object - origin: fractional coordinate of the origin - legend: Legend for the sites - - Returns: - CTK scene object to be rendered - """ - - origin = origin if origin else (0, 0, 0) - - legend = legend or Legend(self) - - primitives = defaultdict(list) - - for idx, site in enumerate(self): - site_scene = site.get_scene( - origin=origin, - legend=legend, - ) - - for scene in site_scene.contents: - primitives[scene.name] += scene.contents - - return Scene( - name=self.composition.reduced_formula, - contents=[Scene(name=k, contents=v) for k, v in primitives.items()], - origin=origin, - ) - - -Molecule.get_scene = get_scene_from_molecule diff --git a/build/lib/crystal_toolkit/renderables/moleculegraph.py b/build/lib/crystal_toolkit/renderables/moleculegraph.py deleted file mode 100644 index 0b543557..00000000 --- a/build/lib/crystal_toolkit/renderables/moleculegraph.py +++ /dev/null @@ -1,45 +0,0 @@ -from collections import defaultdict - -from pymatgen.analysis.graphs import MoleculeGraph - -from crystal_toolkit.core.scene import Scene -from crystal_toolkit.core.legend import Legend - - -# TODO: fix Sam's bug (reorder) - - -def get_molecule_graph_scene( - self, - origin=None, - explicitly_calculate_polyhedra_hull=False, - legend=None, - draw_polyhedra=False, -) -> Scene: - - legend = legend or Legend(self.molecule) - - primitives = defaultdict(list) - - for idx, site in enumerate(self.molecule): - - connected_sites = self.get_connected_sites(idx) - - site_scene = site.get_scene( - connected_sites=connected_sites, - origin=origin, - explicitly_calculate_polyhedra_hull=explicitly_calculate_polyhedra_hull, - legend=legend, - draw_polyhedra=draw_polyhedra, - ) - for scene in site_scene.contents: - primitives[scene.name] += scene.contents - - return Scene( - name=self.molecule.composition.reduced_formula, - contents=[Scene(name=k, contents=v) for k, v in primitives.items()], - origin=origin if origin else (0, 0, 0), - ) - - -MoleculeGraph.get_scene = get_molecule_graph_scene diff --git a/build/lib/crystal_toolkit/renderables/phasediagram.py b/build/lib/crystal_toolkit/renderables/phasediagram.py deleted file mode 100644 index 1bb9eabe..00000000 --- a/build/lib/crystal_toolkit/renderables/phasediagram.py +++ /dev/null @@ -1,45 +0,0 @@ -from pymatgen.analysis.phase_diagram import PhaseDiagram, PDPlotter - - -def get_plot( - self, - show_unstable=0.2, - label_stable=True, - label_unstable=True, - ordering=None, - energy_colormap=None, - process_attributes=False, - label_uncertainties=False, -): - """ - Plot a PhaseDiagram. - - :param show_unstable: Whether unstable (above the hull) phases will be - plotted. If a number > 0 is entered, all phases with - e_hull < show_unstable (eV/atom) will be shown. - :param label_stable: Whether to label stable compounds. - :param label_unstable: Whether to label unstable compounds. - :param ordering: Ordering of vertices (matplotlib backend only). - :param energy_colormap: Colormap for coloring energy (matplotlib backend only). - :param process_attributes: Whether to process the attributes (matplotlib - backend only). - :param plt: Existing plt object if plotting multiple phase diagrams ( - matplotlib backend only). - :param label_uncertainties: Whether to add error bars to the hull (plotly - backend only). For binaries, this also shades the hull with the - uncertainty window - """ - - plotter = PDPlotter(self, backend="plotly", show_unstable=show_unstable) - - return plotter.get_plot( - label_stable=label_stable, - label_unstable=label_unstable, - ordering=ordering, - energy_colormap=energy_colormap, - process_attributes=process_attributes, - label_uncertainties=label_uncertainties, - ) - - -PhaseDiagram.get_plot = get_plot diff --git a/build/lib/crystal_toolkit/renderables/site.py b/build/lib/crystal_toolkit/renderables/site.py deleted file mode 100644 index 9bf35b3a..00000000 --- a/build/lib/crystal_toolkit/renderables/site.py +++ /dev/null @@ -1,213 +0,0 @@ -import numpy as np -from pymatgen.core.periodic_table import DummySpecie -from scipy.spatial.qhull import Delaunay - -from crystal_toolkit.core.scene import Scene, Cubes, Spheres, Cylinders, Surface, Convex -from crystal_toolkit.core.legend import Legend - -from itertools import chain -from pymatgen.core.sites import Site -from pymatgen.analysis.graphs import ConnectedSite - -from typing import List, Optional - - -def get_site_scene( - self, - connected_sites: List[ConnectedSite] = None, - # connected_site_metadata: None, - # connected_sites_to_draw, - connected_sites_not_drawn: List[ConnectedSite] = None, - hide_incomplete_edges: bool = False, - incomplete_edge_length_scale: Optional[float] = 1.0, - connected_sites_colors: Optional[List[str]] = None, - connected_sites_not_drawn_colors: Optional[List[str]] = None, - origin: Optional[List[float]] = None, - draw_polyhedra: bool = True, - explicitly_calculate_polyhedra_hull: bool = False, - bond_radius: float = 0.1, - legend: Optional[Legend] = None, -) -> Scene: - """ - - Args: - connected_sites: - connected_sites_not_drawn: - hide_incomplete_edges: - incomplete_edge_length_scale: - connected_sites_colors: - connected_sites_not_drawn_colors: - origin: - explicitly_calculate_polyhedra_hull: - legend: - - Returns: - - """ - - atoms = [] - bonds = [] - polyhedron = [] - - legend = legend or Legend(self) - - # for disordered structures - is_ordered = self.is_ordered - phiStart, phiEnd = None, None - occu_start = 0.0 - - position = self.coords.tolist() - - for idx, (sp, occu) in enumerate(self.species.items()): - - if isinstance(sp, DummySpecie): - - cube = Cubes( - positions=[position], color=legend.get_color(sp, site=self), width=0.4 - ) - atoms.append(cube) - - else: - - color = legend.get_color(sp, site=self) - radius = legend.get_radius(sp, site=self) - - # TODO: make optional/default to None - # in disordered structures, we fractionally color-code spheres, - # drawing a sphere segment from phi_end to phi_start - # (think a sphere pie chart) - if not is_ordered: - phi_frac_end = occu_start + occu - phi_frac_start = occu_start - occu_start = phi_frac_end - phiStart = phi_frac_start * np.pi * 2 - phiEnd = phi_frac_end * np.pi * 2 - - name = str(sp) - if occu != 1.0: - name += f" ({occu}% occupancy)" - name += f" ({position[0]:.3f}, {position[1]:.3f}, {position[2]:.3f})" - - sphere = Spheres( - positions=[position], - color=color, - radius=radius, - phiStart=phiStart, - phiEnd=phiEnd, - clickable=True, - tooltip=name, - ) - atoms.append(sphere) - - if not is_ordered and not np.isclose(phiEnd, np.pi * 2): - # if site occupancy doesn't sum to 100%, cap sphere - sphere = Spheres( - positions=[position], - color="#ffffff", - radius=self.properties["display_radius"][0], - phiStart=phiEnd, - phiEnd=np.pi * 2, - ) - atoms.append(sphere) - - if connected_sites: - - # TODO: more graceful solution here - # if ambiguous (disordered), re-use last color used - site_color = color - - # TODO: can cause a bug if all vertices almost co-planar - # necessary to include center site in case it's outside polyhedra - all_positions = [self.coords] - - for idx, connected_site in enumerate(connected_sites): - - connected_position = connected_site.site.coords - bond_midpoint = np.add(position, connected_position) / 2 - - if connected_sites_colors: - color = connected_sites_colors[idx] - else: - color = site_color - - cylinder = Cylinders( - positionPairs=[[position, bond_midpoint.tolist()]], - color=color, - radius=bond_radius, - ) - bonds.append(cylinder) - all_positions.append(connected_position.tolist()) - - if connected_sites_not_drawn and not hide_incomplete_edges: - - for idx, connected_site in enumerate(connected_sites_not_drawn): - - connected_position = connected_site.site.coords - bond_midpoint = ( - incomplete_edge_length_scale - * np.add(position, connected_position) - / 2 - ) - - if connected_sites_not_drawn_colors: - color = connected_sites_not_drawn_colors[idx] - else: - color = site_color - - cylinder = Cylinders( - positionPairs=[[position, bond_midpoint.tolist()]], - color=color, - radius=bond_radius, - ) - bonds.append(cylinder) - all_positions.append(connected_position.tolist()) - - # ensure intersecting polyhedra are not shown, defaults to choose by electronegativity - not_most_electro_negative = map( - lambda x: (x.site.specie < self.specie) or (x.site.specie == self.specie), - connected_sites, - ) - - all_positions = [list(p) for p in all_positions] - - if ( - draw_polyhedra - and len(connected_sites) > 3 - and not connected_sites_not_drawn - and not any(not_most_electro_negative) - ): - if explicitly_calculate_polyhedra_hull: - - try: - - # all_positions = [[0, 0, 0], [0, 0, 10], [0, 10, 0], [10, 0, 0]] - # gives... - # .convex_hull = [[2, 3, 0], [1, 3, 0], [1, 2, 0], [1, 2, 3]] - # .vertex_neighbor_vertices = [1, 2, 3, 2, 3, 0, 1, 3, 0, 1, 2, 0] - - vertices_indices = Delaunay(all_positions).convex_hull - except Exception: - vertices_indices = [] - - vertices = [ - all_positions[idx] for idx in chain.from_iterable(vertices_indices) - ] - - polyhedron = [Surface(positions=vertices, color=site_color)] - - else: - - polyhedron = [Convex(positions=all_positions, color=site_color)] - - return Scene( - self.species_string, - [ - Scene("atoms", contents=atoms), - Scene("bonds", contents=bonds), - Scene("polyhedra", contents=polyhedron), - ], - origin=origin, - ) - - -Site.get_scene = get_site_scene diff --git a/build/lib/crystal_toolkit/renderables/structure.py b/build/lib/crystal_toolkit/renderables/structure.py deleted file mode 100644 index ab05f758..00000000 --- a/build/lib/crystal_toolkit/renderables/structure.py +++ /dev/null @@ -1,119 +0,0 @@ -from collections import defaultdict -from itertools import combinations -from typing import List, Optional - -import numpy as np -from pymatgen.core.sites import PeriodicSite -from pymatgen.core.structure import Structure - -from crystal_toolkit.core.legend import Legend -from crystal_toolkit.core.scene import Scene - - -def _get_sites_to_draw(self, draw_image_atoms=True): - """ - Returns a list of site indices and image vectors. - """ - - sites_to_draw = [(idx, (0, 0, 0)) for idx in range(len(self))] - - if draw_image_atoms: - - for idx, site in enumerate(self): - - zero_elements = [ - idx - for idx, f in enumerate(site.frac_coords) - if np.allclose(f, 0, atol=0.05) - ] - - coord_permutations = [ - x - for tmp_ in range(1, len(zero_elements) + 1) - for x in combinations(zero_elements, tmp_) - ] - - for perm in coord_permutations: - sites_to_draw.append( - (idx, (int(0 in perm), int(1 in perm), int(2 in perm))) - ) - - one_elements = [ - idx - for idx, f in enumerate(site.frac_coords) - if np.allclose(f, 1, atol=0.05) - ] - - coord_permutations = [ - x - for tmp_ in range(1, len(one_elements) + 1) - for x in combinations(one_elements, tmp_) - ] - - for perm in coord_permutations: - sites_to_draw.append( - (idx, (-int(0 in perm), -int(1 in perm), -int(2 in perm))) - ) - - return set(sites_to_draw) - - -def get_structure_scene( - self, - origin: List[float] = None, - legend: Optional[Legend] = None, - draw_image_atoms: bool = True, -) -> Scene: - """ - Create CTK objects for the lattice and sties - Args: - self: Structure object - origin: fractional coordinate of the origin - legend: Legend for the sites - draw_image_atoms: If true draw image atoms that are just outside the - periodic boundary - - Returns: - CTK scene object to be rendered - """ - - origin = origin or list(-self.lattice.get_cartesian_coords([0.5, 0.5, 0.5])) - - legend = legend or Legend(self) - - primitives = defaultdict(list) - - sites_to_draw = self._get_sites_to_draw( - draw_image_atoms=draw_image_atoms, - ) - - for (idx, jimage) in sites_to_draw: - - site = self[idx] - if jimage != (0, 0, 0): - site = PeriodicSite( - site.species, - np.add(site.frac_coords, jimage), - site.lattice, - properties=site.properties, - ) - - site_scene = site.get_scene( - legend=legend, - ) - for scene in site_scene.contents: - primitives[scene.name] += scene.contents - - primitives["unit_cell"].append(self.lattice.get_scene()) - - return Scene( - name="Structure", - origin=origin, - contents=[ - Scene(name=k, contents=v, origin=origin) for k, v in primitives.items() - ], - ) - - -Structure._get_sites_to_draw = _get_sites_to_draw -Structure.get_scene = get_structure_scene diff --git a/build/lib/crystal_toolkit/renderables/structuregraph.py b/build/lib/crystal_toolkit/renderables/structuregraph.py deleted file mode 100644 index d970ed49..00000000 --- a/build/lib/crystal_toolkit/renderables/structuregraph.py +++ /dev/null @@ -1,210 +0,0 @@ -from collections import defaultdict -from itertools import combinations - -import numpy as np -from pymatgen.core.sites import PeriodicSite -from pymatgen.analysis.graphs import StructureGraph -from pymatgen.symmetry.analyzer import SpacegroupAnalyzer - -from crystal_toolkit.core.scene import Scene -from crystal_toolkit.core.legend import Legend - -from matplotlib.cm import get_cmap - -from typing import Optional - - -def _get_sites_to_draw( - self, draw_image_atoms=True, bonded_sites_outside_unit_cell=False -): - """ - Returns a list of site indices and image vectors. - """ - - sites_to_draw = [(idx, (0, 0, 0)) for idx in range(len(self.structure))] - - if draw_image_atoms: - - for idx, site in enumerate(self.structure): - - zero_elements = [ - idx - for idx, f in enumerate(site.frac_coords) - if np.allclose(f, 0, atol=0.05) - ] - - coord_permutations = [ - x - for l in range(1, len(zero_elements) + 1) - for x in combinations(zero_elements, l) - ] - - for perm in coord_permutations: - sites_to_draw.append( - (idx, (int(0 in perm), int(1 in perm), int(2 in perm))) - ) - - one_elements = [ - idx - for idx, f in enumerate(site.frac_coords) - if np.allclose(f, 1, atol=0.05) - ] - - coord_permutations = [ - x - for l in range(1, len(one_elements) + 1) - for x in combinations(one_elements, l) - ] - - for perm in coord_permutations: - sites_to_draw.append( - (idx, (-int(0 in perm), -int(1 in perm), -int(2 in perm))) - ) - - if bonded_sites_outside_unit_cell: - - sites_to_append = [] - for (n, jimage) in sites_to_draw: - connected_sites = self.get_connected_sites(n, jimage=jimage) - for connected_site in connected_sites: - if connected_site.jimage != (0, 0, 0): - sites_to_append.append( - (connected_site.index, connected_site.jimage) - ) - sites_to_draw += sites_to_append - - # remove any duplicate sites - # (can happen when enabling bonded_sites_outside_unit_cell, - # since this works by following bonds, and a single site outside the - # unit cell can be bonded to multiple atoms within it) - return set(sites_to_draw) - - -def get_structure_graph_scene( - self, - origin=None, - draw_image_atoms=True, - bonded_sites_outside_unit_cell=True, - hide_incomplete_edges=False, - incomplete_edge_length_scale=0.3, - color_edges_by_edge_weight=True, - edge_weight_color_scale="coolwarm", - explicitly_calculate_polyhedra_hull=False, - legend: Optional[Legend] = None, - group_by_symmetry: bool = True, -) -> Scene: - - origin = origin or list( - -self.structure.lattice.get_cartesian_coords([0.5, 0.5, 0.5]) - ) - - legend = legend or Legend(self.structure) - - primitives = defaultdict(list) - - sites_to_draw = self._get_sites_to_draw( - draw_image_atoms=draw_image_atoms, - bonded_sites_outside_unit_cell=bonded_sites_outside_unit_cell, - ) - - color_edges = False - if color_edges_by_edge_weight: - - weights = [e[2].get("weight") for e in self.graph.edges(data=True)] - weights = np.array([w for w in weights if w]) - - if any(weights): - - cmap = get_cmap(edge_weight_color_scale) - - # try to keep color scheme symmetric around 0 - weight_max = max([abs(min(weights)), max(weights)]) - weight_min = -weight_max - - def get_weight_color(weight): - if not weight: - weight = 0 - x = (weight - weight_min) / (weight_max - weight_min) - return "#{:02x}{:02x}{:02x}".format( - *[int(c * 255) for c in cmap(x)[0:3]] - ) - - color_edges = True - - idx_to_wyckoff = {} - if group_by_symmetry: - sga = SpacegroupAnalyzer(self.structure) - struct_sym = sga.get_symmetrized_structure() - for equiv_idxs, wyckoff in zip( - struct_sym.equivalent_indices, struct_sym.wyckoff_symbols - ): - for idx in equiv_idxs: - idx_to_wyckoff[idx] = wyckoff - - for (idx, jimage) in sites_to_draw: - - site = self.structure[idx] - if jimage != (0, 0, 0): - connected_sites = self.get_connected_sites(idx, jimage=jimage) - site = PeriodicSite( - site.species, - np.add(site.frac_coords, jimage), - site.lattice, - properties=site.properties, - ) - else: - connected_sites = self.get_connected_sites(idx) - - connected_sites = [ - cs for cs in connected_sites if (cs.index, cs.jimage) in sites_to_draw - ] - connected_sites_not_drawn = [ - cs for cs in connected_sites if (cs.index, cs.jimage) not in sites_to_draw - ] - - if color_edges: - - connected_sites_colors = [ - get_weight_color(cs.weight) for cs in connected_sites - ] - connected_sites_not_drawn_colors = [ - get_weight_color(cs.weight) for cs in connected_sites_not_drawn - ] - - else: - - connected_sites_colors = None - connected_sites_not_drawn_colors = None - - site_scene = site.get_scene( - connected_sites=connected_sites, - connected_sites_not_drawn=connected_sites_not_drawn, - hide_incomplete_edges=hide_incomplete_edges, - incomplete_edge_length_scale=incomplete_edge_length_scale, - connected_sites_colors=connected_sites_colors, - connected_sites_not_drawn_colors=connected_sites_not_drawn_colors, - explicitly_calculate_polyhedra_hull=explicitly_calculate_polyhedra_hull, - legend=legend, - ) - for scene in site_scene.contents: - if group_by_symmetry and scene.name == "atoms" and idx in idx_to_wyckoff: - # will rename to e.g. atoms_N_4e - scene.name = f"atoms_{site_scene.name}_{idx_to_wyckoff[idx]}" - # this is a proof-of-concept to demonstrate hover labels, could create label - # automatically from site properties instead - scene.contents[0].tooltip = f"{site_scene.name} ({idx_to_wyckoff[idx]})" - primitives[scene.name] += scene.contents - - primitives["unit_cell"].append(self.structure.lattice.get_scene()) - - return Scene( - name="StructureGraph", - origin=origin, - contents=[ - Scene(name=k, contents=v, origin=origin) for k, v in primitives.items() - ], - ) - - -StructureGraph._get_sites_to_draw = _get_sites_to_draw -StructureGraph.get_scene = get_structure_graph_scene diff --git a/build/lib/crystal_toolkit/renderables/trajectory.py b/build/lib/crystal_toolkit/renderables/trajectory.py deleted file mode 100644 index e69de29b..00000000 diff --git a/build/lib/crystal_toolkit/renderables/volumetric.py b/build/lib/crystal_toolkit/renderables/volumetric.py deleted file mode 100644 index 3f9246f3..00000000 --- a/build/lib/crystal_toolkit/renderables/volumetric.py +++ /dev/null @@ -1,71 +0,0 @@ -import numpy as np -from pymatgen.io.vasp import VolumetricData -from skimage import measure - -from crystal_toolkit.core.scene import Scene, Surface - -_ANGS2_TO_BOHR3 = 1.88973**3 - - -def get_isosurface_scene( - self, data_key="total", isolvl=0.05, step_size=4, origin=None, **kwargs -): - """Get the isosurface from a VolumetricData object - - Args: - data_key (str, optional): Use the volumetric data from self.data[data_key]. Defaults to 'total'. - isolvl (float, optional): The cutoff for the isosurface to using the same units as VESTA so - e/bhor and kept grid size independent - step_size (int, optional): step_size parameter for marching_cubes_lewiner. Defaults to 3. - - Returns: - [type]: [description] - """ - origin = origin or list( - -self.structure.lattice.get_cartesian_coords([0.5, 0.5, 0.5]) - ) - vol_data = np.copy(self.data[data_key]) - vol = self.structure.volume - vol_data = vol_data / vol / _ANGS2_TO_BOHR3 - - padded_data = np.pad(vol_data, (0, 1), "wrap") - vertices, faces, normals, values = measure.marching_cubes_lewiner( - padded_data, level=isolvl, step_size=step_size - ) - # transform to fractional coordinates - vertices = vertices / (vol_data.shape[0], vol_data.shape[1], vol_data.shape[2]) - vertices = np.dot(vertices, self.structure.lattice.matrix) # transform to cartesian - pos = [vert for triangle in vertices[faces].tolist() for vert in triangle] - return Scene( - "isosurface", origin=origin, contents=[Surface(pos, show_edges=False, **kwargs)] - ) - - -def get_volumetric_scene(self, data_key="total", isolvl=0.5, step_size=3, **kwargs): - """Get the Scene object which contains a structure and a isosurface components - - Args: - data_key (str, optional): Use the volumetric data from self.data[data_key]. Defaults to 'total'. - isolvl (float, optional): The cuoff for the isosurface to using the same units as VESTA so e/bhor - and kept grid size independent - step_size (int, optional): step_size parameter for marching_cubes_lewiner. Defaults to 3. - **kwargs: kwargs for the Structure.get_scene function - - Returns: - [type]: [description] - """ - - struct_scene = self.structure.get_scene(**kwargs) - iso_scene = self.get_isosurface_scene( - data_key=data_key, - isolvl=isolvl, - step_size=step_size, - origin=struct_scene.origin, - ) - struct_scene.contents.append(iso_scene) - return struct_scene - - -# todo: re-think origin, shift globally at end (scene.origin) -VolumetricData.get_isosurface_scene = get_isosurface_scene -VolumetricData.get_scene = get_volumetric_scene diff --git a/build/lib/crystal_toolkit/settings.py b/build/lib/crystal_toolkit/settings.py deleted file mode 100644 index ba309333..00000000 --- a/build/lib/crystal_toolkit/settings.py +++ /dev/null @@ -1,32 +0,0 @@ -from typing import Optional - -from pydantic import BaseSettings - -from crystal_toolkit import MODULE_PATH - -try: - from typing import Literal -except ImportError: - from typing import Literal - - -class Settings(BaseSettings): - - DEBUG_MODE: bool = False - MP_EMBED_MODE: bool = False - TEST_MODE: bool = False - - TRANSFORMATION_PREVIEWS: bool = False - REDIS_URL: str = "redis://localhost:6379" - ASSETS_PATH: str = str(MODULE_PATH / "apps" / "assets") - - PERSISTENCE: bool = True - PERSISTENCE_TYPE: Literal["memory", "session", "local"] = "local" - - SENTRY_DSN: Optional[str] = None - - class Config: - env_prefix = "CT_" - - -SETTINGS = Settings() diff --git a/crystal_toolkit.egg-info/PKG-INFO b/crystal_toolkit.egg-info/PKG-INFO deleted file mode 100644 index 737758ff..00000000 --- a/crystal_toolkit.egg-info/PKG-INFO +++ /dev/null @@ -1,18 +0,0 @@ -Metadata-Version: 2.1 -Name: crystal-toolkit -Version: 2022.4.29 -Summary: UNKNOWN -Home-page: UNKNOWN -Author: Matthew Horton -Author-email: mkhorton@lbl.gov -License: UNKNOWN -Platform: UNKNOWN -Requires-Python: ==3.*,>=3.8.0 -Provides-Extra: dev -Provides-Extra: fermi -Provides-Extra: figures -Provides-Extra: server -Provides-Extra: vtk -License-File: LICENSE - 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