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feat(plugin): enable plugin usage with mpld3
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import matplotlib as mpl | ||
import matplotlib.pyplot as plt | ||
import matplotlib.path as mpath | ||
import matplotlib.patches as mpatches | ||
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from trame.app import get_server | ||
from trame.ui.vuetify import SinglePageLayout | ||
from trame.widgets import vuetify, client, matplotlib | ||
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from mpld3 import plugins, utils | ||
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# ----------------------------------------------------------------------------- | ||
# Trame setup | ||
# ----------------------------------------------------------------------------- | ||
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server = get_server(client_type="vue2") | ||
state, ctrl = server.state, server.controller | ||
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# Add d3 for JS code | ||
server.enable_module( | ||
dict(scripts=["https://cdnjs.cloudflare.com/ajax/libs/d3/7.9.0/d3.js"]) | ||
) | ||
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# ----------------------------------------------------------------------------- | ||
# Chart examples from: | ||
# - http://jakevdp.github.io/blog/2013/12/19/a-d3-viewer-for-matplotlib/ | ||
# ----------------------------------------------------------------------------- | ||
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class LinkedDragPlugin(plugins.PluginBase): | ||
JAVASCRIPT = r""" | ||
DragPlugin.prototype = Object.create(mpld3.Plugin.prototype); | ||
DragPlugin.prototype.constructor = DragPlugin; | ||
DragPlugin.prototype.requiredProps = ["idpts", "idline", "idpatch"]; | ||
DragPlugin.prototype.defaultProps = {} | ||
function DragPlugin(fig, props){ | ||
mpld3.Plugin.call(this, fig, props); | ||
}; | ||
DragPlugin.prototype.draw = function(){ | ||
var patchobj = mpld3.get_element(this.props.idpatch, this.fig); | ||
var ptsobj = mpld3.get_element(this.props.idpts, this.fig); | ||
var lineobj = mpld3.get_element(this.props.idline, this.fig); | ||
var drag = d3.drag() | ||
.subject(function(d) { return {x:ptsobj.ax.x(d[0]), | ||
y:ptsobj.ax.y(d[1])}; }) | ||
.on("start", dragstarted) | ||
.on("drag", dragged) | ||
.on("end", dragended); | ||
lineobj.path.attr("d", lineobj.datafunc(ptsobj.offsets)); | ||
patchobj.path.attr("d", patchobj.datafunc(ptsobj.offsets, | ||
patchobj.pathcodes)); | ||
lineobj.data = ptsobj.offsets; | ||
patchobj.data = ptsobj.offsets; | ||
ptsobj.elements() | ||
.data(ptsobj.offsets) | ||
.style("cursor", "default") | ||
.call(drag); | ||
function dragstarted(d) { | ||
d3.event.sourceEvent.stopPropagation(); | ||
d3.select(this).classed("dragging", true); | ||
} | ||
function dragged(d, i) { | ||
d[0] = ptsobj.ax.x.invert(d3.event.x); | ||
d[1] = ptsobj.ax.y.invert(d3.event.y); | ||
d3.select(this) | ||
.attr("transform", "translate(" + [d3.event.x,d3.event.y] + ")"); | ||
lineobj.path.attr("d", lineobj.datafunc(ptsobj.offsets)); | ||
patchobj.path.attr("d", patchobj.datafunc(ptsobj.offsets, | ||
patchobj.pathcodes)); | ||
} | ||
function dragended(d, i) { | ||
d3.select(this).classed("dragging", false); | ||
} | ||
} | ||
mpld3.register_plugin("drag", DragPlugin); | ||
""" | ||
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def __init__(self, points, line, patch): | ||
if isinstance(points, mpl.lines.Line2D): | ||
suffix = "pts" | ||
else: | ||
suffix = None | ||
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self.dict_ = { | ||
"type": "drag", | ||
"idpts": utils.get_id(points, suffix), | ||
"idline": utils.get_id(line), | ||
"idpatch": utils.get_id(patch), | ||
} | ||
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def figure_size(): | ||
if state.figure_size is None: | ||
return {} | ||
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dpi = state.figure_size.get("dpi") | ||
rect = state.figure_size.get("size") | ||
w_inch = rect.get("width") / dpi / 2 | ||
h_inch = rect.get("height") / dpi / 2 | ||
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return { | ||
"figsize": (w_inch, h_inch), | ||
"dpi": dpi, | ||
} | ||
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def FirstDemo(): | ||
fig, ax = plt.subplots(**figure_size()) | ||
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Path = mpath.Path | ||
path_data = [ | ||
(Path.MOVETO, (1.58, -2.57)), | ||
(Path.CURVE4, (0.35, -1.1)), | ||
(Path.CURVE4, (-1.75, 2.0)), | ||
(Path.CURVE4, (0.375, 2.0)), | ||
(Path.LINETO, (0.85, 1.15)), | ||
(Path.CURVE4, (2.2, 3.2)), | ||
(Path.CURVE4, (3, 0.05)), | ||
(Path.CURVE4, (2.0, -0.5)), | ||
(Path.CLOSEPOLY, (1.58, -2.57)), | ||
] | ||
codes, verts = zip(*path_data) | ||
path = mpath.Path(verts, codes) | ||
patch = mpatches.PathPatch(path, facecolor="r", alpha=0.5) | ||
ax.add_patch(patch) | ||
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# plot control points and connecting lines | ||
x, y = zip(*path.vertices[:-1]) | ||
points = ax.plot(x, y, "go", ms=10) | ||
line = ax.plot(x, y, "-k") | ||
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ax.grid(True, color="gray", alpha=0.5) | ||
ax.axis("equal") | ||
ax.set_title("Drag Points to Change Path", fontsize=18) | ||
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plugins.connect(fig, LinkedDragPlugin(points[0], line[0], patch)) | ||
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return fig | ||
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# ----------------------------------------------------------------------------- | ||
# Callbacks | ||
# ----------------------------------------------------------------------------- | ||
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@state.change("active_figure", "figure_size") | ||
def update_chart(active_figure, **kwargs): | ||
ctrl.update_figure(globals()[active_figure]()) | ||
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# ----------------------------------------------------------------------------- | ||
# UI | ||
# ----------------------------------------------------------------------------- | ||
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state.trame__title = "Matplotly" | ||
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with SinglePageLayout(server) as layout: | ||
layout.title.set_text("trame ❤️ matplotlib") | ||
client.Script(LinkedDragPlugin.JAVASCRIPT) | ||
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with layout.toolbar: | ||
vuetify.VSpacer() | ||
vuetify.VSelect( | ||
v_model=("active_figure", "FirstDemo"), | ||
items=( | ||
"figures", | ||
[ | ||
{"text": "First Demo", "value": "FirstDemo"}, | ||
], | ||
), | ||
hide_details=True, | ||
dense=True, | ||
) | ||
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with layout.content: | ||
with vuetify.VContainer(fluid=True, classes="fill-height pa-0 ma-0"): | ||
with client.SizeObserver("figure_size"): | ||
html_figure = matplotlib.Figure(style="position: absolute") | ||
ctrl.update_figure = html_figure.update | ||
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# ----------------------------------------------------------------------------- | ||
# Main | ||
# ----------------------------------------------------------------------------- | ||
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if __name__ == "__main__": | ||
server.start() |
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import mpld3 from 'mpld3'; | ||
import components from './components'; | ||
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export function install(Vue) { | ||
Object.keys(components).forEach((name) => { | ||
Vue.component(name, components[name]); | ||
}); | ||
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// Expose mpld3 globaly | ||
window.mpld3 = mpld3; | ||
} |