{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "0",
   "metadata": {},
   "source": [
    "[![image](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://demo.leafmap.org/lab/index.html?path=notebooks/26_kepler_gl.ipynb)\n",
    "[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/leafmap/blob/master/docs/notebooks/26_kepler_gl.ipynb)\n",
    "[![image](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/opengeos/leafmap/HEAD)\n",
    "\n",
    "Uncomment the following line to install [leafmap](https://leafmap.org) if needed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install leafmap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import leafmap.kepler as leafmap"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3",
   "metadata": {},
   "source": [
    "Create an interactive map. You can specify various parameters to initialize the map, such as `center`, `zoom`, `height`, and `widescreen`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = leafmap.Map(center=[40, -100], zoom=2, height=600, widescreen=False)\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5",
   "metadata": {},
   "source": [
    "Save the map to an interactive html. To hide the side panel and disable map customization. Set `read_only=False`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6",
   "metadata": {},
   "outputs": [],
   "source": [
    "m.to_html(outfile=\"../html/kepler.html\", read_only=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7",
   "metadata": {},
   "source": [
    "Display the interactive map in a notebook cell."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# m.static_map(width=950, height=600, read_only=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9",
   "metadata": {},
   "source": [
    "Add a CSV to the map. If you have a map config file, you can directly apply config to the map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "10",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = leafmap.Map(center=[37.7621, -122.4143], zoom=12)\n",
    "in_csv = \"https://raw.githubusercontent.com/opengeos/leafmap/master/examples/data/hex_data.csv\"\n",
    "config = \"https://raw.githubusercontent.com/opengeos/leafmap/master/examples/data/hex_config.json\"\n",
    "m.add_csv(in_csv, layer_name=\"hex_data\", config=config)\n",
    "m"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "11",
   "metadata": {},
   "source": [
    "Save the map configuration as a JSON file."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "12",
   "metadata": {},
   "outputs": [],
   "source": [
    "m.save_config(\"cache/config.json\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "13",
   "metadata": {},
   "source": [
    "Save the map to an interactive html."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "14",
   "metadata": {},
   "outputs": [],
   "source": [
    "m.to_html(outfile=\"../html/kepler_hex.html\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "15",
   "metadata": {},
   "source": [
    "Add a GeoJSON to the map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "16",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = leafmap.Map(center=[20, 0], zoom=1)\n",
    "lines = \"https://raw.githubusercontent.com/opengeos/leafmap/master/examples/data/cable_geo.geojson\"\n",
    "m.add_geojson(lines, layer_name=\"Cable lines\")\n",
    "m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "17",
   "metadata": {},
   "outputs": [],
   "source": [
    "m.to_html(\"../html/kepler_lines.html\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "18",
   "metadata": {},
   "source": [
    "Add a GeoJSON with US state boundaries to the map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "19",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = leafmap.Map(center=[50, -110], zoom=2)\n",
    "polygons = \"https://raw.githubusercontent.com/opengeos/leafmap/master/examples/data/us_states.json\"\n",
    "m.add_geojson(polygons, layer_name=\"Countries\")\n",
    "m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "20",
   "metadata": {},
   "outputs": [],
   "source": [
    "m.to_html(\"../html/kepler_states.html\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "21",
   "metadata": {},
   "source": [
    "Add a shapefile to the map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "22",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = leafmap.Map(center=[20, 0], zoom=1)\n",
    "in_shp = \"https://github.com/opengeos/leafmap/raw/master/examples/data/countries.zip\"\n",
    "m.add_shp(in_shp, \"Countries\")\n",
    "m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "23",
   "metadata": {},
   "outputs": [],
   "source": [
    "m.to_html(\"../html/kepler_countries.html\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "24",
   "metadata": {},
   "source": [
    "Add a GeoPandas GeoDataFrame to the map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "25",
   "metadata": {},
   "outputs": [],
   "source": [
    "import geopandas as gpd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "26",
   "metadata": {},
   "outputs": [],
   "source": [
    "gdf = gpd.read_file(\n",
    "    \"https://raw.githubusercontent.com/opengeos/leafmap/master/examples/data/world_cities.geojson\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "27",
   "metadata": {},
   "outputs": [],
   "source": [
    "gdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "28",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = leafmap.Map(center=[20, 0], zoom=1)\n",
    "m.add_gdf(gdf, \"World cities\")\n",
    "m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "29",
   "metadata": {},
   "outputs": [],
   "source": [
    "m.to_html(\"../html/kepler_cities.html\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}