{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "edfbbb22-f57a-4b4c-8c0a-d075db616e0a",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from lets_plot import *\n",
"LetsPlot.setup_html()"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "3595be92-e53f-4877-9bb2-ab2db244c6ee",
"metadata": {},
"outputs": [],
"source": [
"from IPython.display import SVG, Image, HTML"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "e9a5f744-6ed5-432d-83c1-97a0c03195e6",
"metadata": {},
"outputs": [],
"source": [
"def plot(y_power, c_power, exponent_format):\n",
" n = 10\n",
" data = {\n",
" 'x': list(range(n)),\n",
" 'y': [(i + 1 + 0.025 * i) * 10**(y_power) for i in range(n)],\n",
" 'c': [i * 10**(c_power) for i in range(n)]\n",
" }\n",
" \n",
" return ggplot(data, mapping=aes(x='x', y='y', fill='c')) + geom_bar(stat='identity') + theme(exponent_format=exponent_format)\n",
"\n",
"def grid(y_power, c_power):\n",
" p = gggrid([\n",
" plot(y_power, c_power, 'e') + ggtitle(f\"y_power={y_power}, c_power={c_power}, 'e'\"), \n",
" plot(y_power, c_power, 'pow') + ggtitle(f\"y_power={y_power}, c_power={c_power}, 'pow'\")\n",
" ]) \n",
"\n",
" display(SVG(ggsave(p, \"temp.svg\")))"
]
},
{
"cell_type": "markdown",
"id": "1c80a335-5ebf-4dfe-a9e9-f90de3e6f7f4",
"metadata": {},
"source": [
"#### No exponent - same plots"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "07758f11-4e52-4dd1-a0af-62b44af69154",
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"grid(y_power=3, c_power=3)"
]
},
{
"cell_type": "markdown",
"id": "743de253-9ea1-4e4b-be9e-a2bf02fc1dc3",
"metadata": {},
"source": [
"#### Positive power - both plots uses si with e format, and superscript with pow"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "d325dc15-a351-4f3d-b7ed-9e5c9915d176",
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"grid(y_power=7, c_power=7)"
]
},
{
"cell_type": "markdown",
"id": "d5bda37a-0f64-4ec1-81a6-a87c83fe3e32",
"metadata": {},
"source": [
"#### Low powers with diff sign - same plots"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "8620912d-3e80-4a4b-b6e8-ddae11684190",
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"grid(y_power=-3, c_power=-3)"
]
},
{
"cell_type": "markdown",
"id": "65c4950f-ec81-4afb-8c39-0033270000a0",
"metadata": {},
"source": [
"#### High negative power - e notation on both scales, with superscript"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "338629f5-d09b-40ae-b202-7e2cde70a144",
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"grid(y_power=-7, c_power=-7)"
]
},
{
"cell_type": "markdown",
"id": "78c19d17-6ab3-4df7-8c70-c1a7ba9b4680",
"metadata": {},
"source": [
"#### Low and high power - mixed regualr and si scales"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "775a85a8-5b33-4b30-a449-0dfa424e73ed",
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"grid(y_power=3, c_power=7)"
]
},
{
"cell_type": "markdown",
"id": "7420be9e-6a95-437b-b4be-7e2c38e58177",
"metadata": {},
"source": [
"#### High power with diff signs - mix of e and si notation with e format, but superscript for both with pow format"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "a06acfbc-5383-46d4-93d2-e3e93eb55d66",
"metadata": {},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"grid(y_power=-7, c_power=7)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "f5152fde-5b95-43bf-afcf-aabd723fdf6e",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.15"
}
},
"nbformat": 4,
"nbformat_minor": 5
}