{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "111dc129-dc78-4b1e-b993-af69824b2d57",
"metadata": {},
"outputs": [],
"source": [
"from lets_plot import *"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "1a3e1ab5-2f1c-4d92-8213-1b2cd6891666",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"LetsPlot.setup_html()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "c52e31ea-3f5a-4a27-941b-d0c5446a6b8f",
"metadata": {},
"outputs": [],
"source": [
"def_min_exp, def_max_exp = -7, 7\n",
"values = [3.14 * 10**d for d in range(def_min_exp, def_max_exp)]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "a7d265ff-5a6b-4b5c-bd49-6091ce559732",
"metadata": {},
"outputs": [],
"source": [
"def plot(f=None):\n",
" t = layer_tooltips().line(\"@v\")\n",
" if f is not None:\n",
" t = t.format(\"@v\", f)\n",
" return ggplot({'v': values}, aes(y='v')) + \\\n",
" geom_point(x=0, tooltips=t) + \\\n",
" geom_text(aes(label='v'), x=1, label_format=f) + \\\n",
" scale_x_continuous(limits=[-.5, 2]) + \\\n",
" scale_y_log10(limits=[10**def_min_exp, 10**def_max_exp], format=f) + \\\n",
" ggsize(400, 600) + \\\n",
" ggtitle(\"Default format\" if f is None else 'format=\"{0}\"'.format(f))"
]
},
{
"cell_type": "markdown",
"id": "dc2c7f65-8b6c-4eb7-ae4a-4a3315919e51",
"metadata": {},
"source": [
"## Without `theme()`"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "a62a3836-c0b4-49d2-8037-b8396248b315",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"(plot()+ggtb()).show()\n",
"plot(\"g\").show()"
]
},
{
"cell_type": "markdown",
"id": "5c70d2f2-48c0-4675-b9cc-ee6e411b6368",
"metadata": {},
"source": [
"## With `theme(exponent_format=('pow', -2, 3))`"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "87cc822f-60e6-423c-b19c-8ae1793470d1",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"(plot() + theme(exponent_format=('pow', -2, 3))).show()\n",
"(plot(\"g\") + theme(exponent_format=('pow', -2, 3))).show()"
]
}
],
"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": "3.8.19"
}
},
"nbformat": 4,
"nbformat_minor": 5
}