|
| 1 | +import numpy as np |
| 2 | +import matplotlib.pyplot as plt |
| 3 | + |
| 4 | +from trame.app import get_server |
| 5 | +from trame.ui.vuetify3 import SinglePageLayout |
| 6 | +from trame.widgets import vuetify3 as vuetify, trame, matplotlib |
| 7 | + |
| 8 | +# ----------------------------------------------------------------------------- |
| 9 | +# Trame setup |
| 10 | +# ----------------------------------------------------------------------------- |
| 11 | + |
| 12 | +server = get_server(client_type="vue3") |
| 13 | +state, ctrl = server.state, server.controller |
| 14 | + |
| 15 | +# ----------------------------------------------------------------------------- |
| 16 | +# Chart examples from: |
| 17 | +# - http://jakevdp.github.io/blog/2013/12/19/a-d3-viewer-for-matplotlib/ |
| 18 | +# ----------------------------------------------------------------------------- |
| 19 | + |
| 20 | + |
| 21 | +def figure_size(): |
| 22 | + if state.figure_size is None: |
| 23 | + return {} |
| 24 | + |
| 25 | + dpi = state.figure_size.get("dpi") |
| 26 | + rect = state.figure_size.get("size") |
| 27 | + w_inch = rect.get("width") / dpi / 2 |
| 28 | + h_inch = rect.get("height") / dpi / 2 |
| 29 | + |
| 30 | + return { |
| 31 | + "figsize": (w_inch, h_inch), |
| 32 | + "dpi": dpi, |
| 33 | + } |
| 34 | + |
| 35 | + |
| 36 | +def FirstDemo(): |
| 37 | + plt.close("all") |
| 38 | + fig, ax = plt.subplots(**figure_size()) |
| 39 | + np.random.seed(0) |
| 40 | + ax.plot( |
| 41 | + np.random.normal(size=100), np.random.normal(size=100), "or", ms=10, alpha=0.3 |
| 42 | + ) |
| 43 | + ax.plot( |
| 44 | + np.random.normal(size=100), np.random.normal(size=100), "ob", ms=20, alpha=0.1 |
| 45 | + ) |
| 46 | + |
| 47 | + ax.set_xlabel("this is x") |
| 48 | + ax.set_ylabel("this is y") |
| 49 | + ax.set_title("Matplotlib Plot Rendered in D3!", size=14) |
| 50 | + ax.grid(color="lightgray", alpha=0.7) |
| 51 | + |
| 52 | + return fig |
| 53 | + |
| 54 | + |
| 55 | +# ----------------------------------------------------------------------------- |
| 56 | + |
| 57 | + |
| 58 | +def MultiLines(): |
| 59 | + plt.close("all") |
| 60 | + fig, ax = plt.subplots(**figure_size()) |
| 61 | + x = np.linspace(0, 10, 1000) |
| 62 | + for offset in np.linspace(0, 3, 7): |
| 63 | + ax.plot(x, 0.9 * np.sin(x - offset), lw=5, alpha=0.4) |
| 64 | + ax.set_ylim(-1.2, 1.0) |
| 65 | + ax.text(5, -1.1, "Here are some curves", size=18) |
| 66 | + ax.grid(color="lightgray", alpha=0.7) |
| 67 | + |
| 68 | + return fig |
| 69 | + |
| 70 | + |
| 71 | +# ----------------------------------------------------------------------------- |
| 72 | + |
| 73 | + |
| 74 | +def DotsandPoints(): |
| 75 | + plt.close("all") |
| 76 | + fig, ax = plt.subplots(**figure_size()) |
| 77 | + ax.plot( |
| 78 | + np.random.rand(20), |
| 79 | + "-o", |
| 80 | + alpha=0.5, |
| 81 | + color="black", |
| 82 | + linewidth=5, |
| 83 | + markerfacecolor="green", |
| 84 | + markeredgecolor="lightgreen", |
| 85 | + markersize=20, |
| 86 | + markeredgewidth=10, |
| 87 | + ) |
| 88 | + ax.grid(True, color="#EEEEEE", linestyle="solid") |
| 89 | + ax.set_xlim(-2, 22) |
| 90 | + ax.set_ylim(-0.1, 1.1) |
| 91 | + |
| 92 | + return fig |
| 93 | + |
| 94 | + |
| 95 | +# ----------------------------------------------------------------------------- |
| 96 | + |
| 97 | + |
| 98 | +def MovingWindowAverage(): |
| 99 | + np.random.seed(0) |
| 100 | + t = np.linspace(0, 10, 300) |
| 101 | + x = np.sin(t) |
| 102 | + dx = np.random.normal(0, 0.3, 300) |
| 103 | + |
| 104 | + kernel = np.ones(25) / 25.0 |
| 105 | + x_smooth = np.convolve(x + dx, kernel, mode="same") |
| 106 | + plt.close("all") |
| 107 | + fig, ax = plt.subplots(**figure_size()) |
| 108 | + ax.plot(t, x + dx, linestyle="", marker="o", color="black", markersize=3, alpha=0.3) |
| 109 | + ax.plot(t, x_smooth, "-k", lw=3) |
| 110 | + ax.plot(t, x, "--", lw=3, color="blue") |
| 111 | + |
| 112 | + return fig |
| 113 | + |
| 114 | + |
| 115 | +# ----------------------------------------------------------------------------- |
| 116 | + |
| 117 | + |
| 118 | +def Subplots(): |
| 119 | + plt.close("all") |
| 120 | + fig = plt.figure(**figure_size()) |
| 121 | + fig.subplots_adjust(hspace=0.3) |
| 122 | + |
| 123 | + np.random.seed(0) |
| 124 | + |
| 125 | + for i in range(1, 5): |
| 126 | + ax = fig.add_subplot(2, 2, i) |
| 127 | + color = np.random.random(3) |
| 128 | + ax.plot(np.random.random(30), lw=2, c=color) |
| 129 | + ax.set_title("RGB = ({0:.2f}, {1:.2f}, {2:.2f})".format(*color), size=14) |
| 130 | + ax.grid(color="lightgray", alpha=0.7) |
| 131 | + |
| 132 | + return fig |
| 133 | + |
| 134 | + |
| 135 | +# ----------------------------------------------------------------------------- |
| 136 | +# Callbacks |
| 137 | +# ----------------------------------------------------------------------------- |
| 138 | + |
| 139 | + |
| 140 | +@state.change("active_figure", "figure_size") |
| 141 | +def update_chart(active_figure, **kwargs): |
| 142 | + ctrl.update_figure(globals()[active_figure]()) |
| 143 | + |
| 144 | + |
| 145 | +# ----------------------------------------------------------------------------- |
| 146 | +# UI |
| 147 | +# ----------------------------------------------------------------------------- |
| 148 | + |
| 149 | +state.trame__title = "Matplotly" |
| 150 | + |
| 151 | +with SinglePageLayout(server) as layout: |
| 152 | + layout.title.set_text("trame ❤️ matplotlib") |
| 153 | + |
| 154 | + with layout.toolbar: |
| 155 | + vuetify.VSpacer() |
| 156 | + vuetify.VSelect( |
| 157 | + v_model=("active_figure", "FirstDemo"), |
| 158 | + items=( |
| 159 | + "figures", |
| 160 | + [ |
| 161 | + {"title": "First Demo", "value": "FirstDemo"}, |
| 162 | + {"title": "Multi Lines", "value": "MultiLines"}, |
| 163 | + {"title": "Dots and Points", "value": "DotsandPoints"}, |
| 164 | + {"title": "Moving Window Average", "value": "MovingWindowAverage"}, |
| 165 | + {"title": "Subplots", "value": "Subplots"}, |
| 166 | + ], |
| 167 | + ), |
| 168 | + hide_details=True, |
| 169 | + dense="compact", |
| 170 | + ) |
| 171 | + |
| 172 | + with layout.content: |
| 173 | + with vuetify.VContainer(fluid=True, classes="fill-height pa-0 ma-0"): |
| 174 | + with trame.SizeObserver("figure_size"): |
| 175 | + html_figure = matplotlib.Figure(style="position: absolute") |
| 176 | + ctrl.update_figure = html_figure.update |
| 177 | + |
| 178 | +# ----------------------------------------------------------------------------- |
| 179 | +# Main |
| 180 | +# ----------------------------------------------------------------------------- |
| 181 | + |
| 182 | +if __name__ == "__main__": |
| 183 | + server.start() |
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