{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Uncomment the following line to install [geemap](https://geemap.org) if needed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install geemap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import geemap\n",
    "import ee\n",
    "\n",
    "ee.Initialize()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "band1 = np.array([[0, 1, 2, 3], [4, 5, 6, 7], [8, 9, 10, 11]])\n",
    "band2 = np.array([[1, 1, 1, 1], [2, 2, 2, 2], [3, 3, 3, 3]])\n",
    "band3 = np.array([[3, 3, 3, 3], [2, 2, 2, 2], [1, 1, 1, 1]])\n",
    "data = np.dstack([band1, band2, band3])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Test bad input\n",
    "img = geemap.numpy_to_ee(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Test with only one band:\n",
    "img = geemap.numpy_to_ee(\n",
    "    band1, crs='EPSG:4326', transform=[14.5, 0, -125, 0, -8, 49], band_names='a'\n",
    ")\n",
    "# Test with multiple bands:\n",
    "img_multi = geemap.numpy_to_ee(\n",
    "    data,\n",
    "    crs='EPSG:4326',\n",
    "    transform=[14.5, 0, -125, 0, -8, 49],\n",
    "    band_names=['a', 'b', 'c'],\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Add images to a map\n",
    "Map = geemap.Map()\n",
    "Map.addLayer(img, {'min': 0, 'max': 11})\n",
    "Map.addLayer(img_multi, {'min': 0, 'max': 11, 'bands': ['a', 'b', 'c']})\n",
    "Map"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}