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July 13, 2024 06:31
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numpy_demo
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| "cell_type": "code", | |
| "execution_count": 10, | |
| "metadata": { | |
| "id": "D_j3xDBtaz43" | |
| }, | |
| "outputs": [], | |
| "source": [ | |
| "import contextlib\n", | |
| "import io\n", | |
| "\n", | |
| "@contextlib.contextmanager\n", | |
| "def suppress_output():\n", | |
| " with contextlib.redirect_stdout(io.StringIO()), contextlib.redirect_stderr(io.StringIO()):\n", | |
| " yield\n", | |
| "\n", | |
| "with suppress_output():\n", | |
| " %pip install matrepr solara \"solara[assets]\"" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "import numpy as np\n", | |
| "import solara\n", | |
| "from matrepr import mdisplay, mprint, to_html, to_str, to_latex\n", | |
| "from IPython.display import display, Math, Latex\n", | |
| "import matrepr\n", | |
| "np.random.seed(1000)\n", | |
| "\n", | |
| "%load_ext matrepr.latex" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "cm-wl3Mvc1I-", | |
| "outputId": "fed8fa7a-c40e-411e-e7ec-e2c63b6c139c" | |
| }, | |
| "execution_count": 43, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "The matrepr.latex extension is already loaded. To reload it, use:\n", | |
| " %reload_ext matrepr.latex\n" | |
| ] | |
| } | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "array1 = np.random.randint(low=11, high=30, size=(3,5), dtype=np.uint8)\n", | |
| "\n", | |
| "state = solara.reactive({\n", | |
| " \"xlabel\": \"XPoints\",\n", | |
| " \"ylabel\": \"YPoints\",\n", | |
| " \"grid\": False,\n", | |
| " \"rotation\": 0})\n", | |
| "\n", | |
| "class NumPyViewer:\n", | |
| "\n", | |
| " _box_style = {\"border-style\": \"dashed\",\n", | |
| " \"border-width\": 2,\n", | |
| " \"border-color\": '#000',\n", | |
| " \"border-radius\": \"8px\"}\n", | |
| "\n", | |
| " def __init__(self, array):\n", | |
| " self.array = array\n", | |
| " self.showArray()\n", | |
| "\n", | |
| " def gen_report(self):\n", | |
| " markdown_report = \"\"\"\n", | |
| " `array.shape()` : {}</br>\n", | |
| " `len(array)` : {}</br>\n", | |
| " `array.ndim` : {}</br>\n", | |
| " `array.size` : {}</br>\n", | |
| " `array.dtype` : {}</br>\n", | |
| " `array.dtype.name` : {}</br>\n", | |
| " \"\"\".format(self.array.shape,\n", | |
| " len(self.array),\n", | |
| " self.array.ndim,\n", | |
| " self.array.size,\n", | |
| " self.array.dtype,\n", | |
| " self.array.dtype.name)\n", | |
| " return markdown_report\n", | |
| "\n", | |
| " def gen_stats_report(self):\n", | |
| " markdown_report = \"\"\"\n", | |
| " `array.sum()` : {}</br>\n", | |
| " `array.min()` : {}</br>\n", | |
| " `array.max()` : {}</br>\n", | |
| " `array.mean()` : {}</br>\n", | |
| " `np.median(array)` : {}</br>\n", | |
| " \"\"\".format(self.array.sum(),\n", | |
| " self.array.min(),\n", | |
| " self.array.max(),\n", | |
| " round(self.array.mean(), 2),\n", | |
| " np.median(self.array))\n", | |
| " return markdown_report\n", | |
| "\n", | |
| " def showArray(self):\n", | |
| " with solara.Row():\n", | |
| " with solara.Card(title=\"Array\", elevation=0, style=self._box_style):\n", | |
| " solara.Markdown('`array = `')\n", | |
| " solara.display((Math(r'{}'.format(to_latex(self.array)))))\n", | |
| " with solara.Card(title=\"Functions\", elevation=0, style=self._box_style):\n", | |
| " solara.Markdown(self.gen_report())\n", | |
| " with solara.Card(title=\"Statistics\", elevation=0, style=self._box_style):\n", | |
| " solara.Markdown(self.gen_stats_report())\n", | |
| "\n", | |
| "\n", | |
| "@solara.component\n", | |
| "def Page():\n", | |
| "\n", | |
| " def update_state(updated_state):\n", | |
| " state.value = {**(state.value.copy()), **updated_state}\n", | |
| "\n", | |
| " def on_value_change(key, updated_value):\n", | |
| " update_state({key : updated_value})\n", | |
| "\n", | |
| " with solara.AppBarTitle():\n", | |
| " solara.Text(\"Creating Array in NumPy\")\n", | |
| " with solara.Row():\n", | |
| " with solara.VBox():\n", | |
| " NumPyViewer(array1)\n", | |
| "Page()\n" | |
| ], | |
| "metadata": { | |
| "colab": { | |
| "resources": { | |
| "http://localhost:8080/_solara/cdn/[email protected]/require.min.js": { | |
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| }, | |
| { | |
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| "Cannot show ipywidgets in text" | |
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