quick_tests.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pyspatialkit.storage.raster.tiledbbackend import TileDbBackend\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "import shutil\n",
    "import tiledb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "pts_source = np.array([[0,1], [1,1], [1,0], [0,0]])\n",
    "pts_dest = np.array([[3,10], [8,10], [8,5], [3,5]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#backend.close_all_db_connections()\n",
    "shutil.rmtree('./db')\n",
    "import os\n",
    "os.mkdir('./db')\n",
    "backend = TileDbBackend([0,0,200,200], 1, float, './db', )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "img = np.zeros((100,100, 1))\n",
    "img[50, :] = 1\n",
    "#plt.imshow(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "backend.write_data([0,0,100,100], img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/workspaces/pyspatialkit/pyspatialkit/storage/raster/tiledbbackend.py:75: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  img = img.view((self.dtype, self.num_bands))\n"
     ]
    }
   ],
   "source": [
    "backend.update_pyramid()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/workspaces/pyspatialkit/pyspatialkit/storage/raster/tiledbbackend.py:89: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  res = res.view((self.dtype, self.num_bands))\n"
     ]
    }
   ],
   "source": [
    "res = backend.get_data([0,0,100,100], [25,25])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "plt.imshow(res)"
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  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/envs/env/lib/python3.7/site-packages/ipykernel_launcher.py:1: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
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     "data": {
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      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
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     "output_type": "display_data"
    }
   ],
   "source": [
    "test = backend.layers[5][1][:,:].view((np.dtype(float), 1))\n",
    "plt.imshow(test)"
   ]
  }
 ],
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