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Resample.ipynb 201 KiB
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{
 "cells": [
  {
   "cell_type": "code",
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   "execution_count": 1,
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   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import json\n",
    "import sys\n",
    "import os\n",
    "import xml.etree.ElementTree as ET\n",
    "import time\n",
    "from wpsToolsBox import wpsTB\n",
    "import glob\n",
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    "import numpy as np\n",
    "\n",
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    "try:\n",
    "    import wget\n",
    "except :\n",
    "    !pip install wget\n",
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    "    import wget\n",
    "    \n",
    "try:\n",
    "    import rasterio\n",
    "except:\n",
    "    !pip install rasterio\n",
    "    import rasterio\n"
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algodeveloper1@free.fr committed
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "* Expire in 0 ms for 6 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
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      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
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      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
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      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
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      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
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      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
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      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 0 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 1 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 4 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 2 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 4 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 3 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 3 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 4 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 4 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 4 ms for 1 (transfer 0x557410ea0f50)\n",
      "* Expire in 5 ms for 1 (transfer 0x557410ea0f50)\n",
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      "*   Trying 90.84.197.139...\n",
      "* TCP_NODELAY set\n",
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      "* Expire in 200 ms for 4 (transfer 0x557410ea0f50)\n",
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algodeveloper1@free.fr committed
      "* Connected to iam.val.esa-maap.org (90.84.197.139) port 443 (#0)\n",
      "* ALPN, offering h2\n",
      "* ALPN, offering http/1.1\n",
      "* successfully set certificate verify locations:\n",
      "*   CAfile: none\n",
      "  CApath: /etc/ssl/certs\n",
      "* TLSv1.3 (OUT), TLS handshake, Client hello (1):\n",
      "* TLSv1.3 (IN), TLS handshake, Server hello (2):\n",
      "* TLSv1.2 (IN), TLS handshake, Certificate (11):\n",
      "* TLSv1.2 (IN), TLS handshake, Server key exchange (12):\n",
      "* TLSv1.2 (IN), TLS handshake, Server finished (14):\n",
      "* TLSv1.2 (OUT), TLS handshake, Client key exchange (16):\n",
      "* TLSv1.2 (OUT), TLS change cipher, Change cipher spec (1):\n",
      "* TLSv1.2 (OUT), TLS handshake, Finished (20):\n",
      "* TLSv1.2 (IN), TLS handshake, Finished (20):\n",
      "* SSL connection using TLSv1.2 / ECDHE-RSA-AES128-GCM-SHA256\n",
      "* ALPN, server accepted to use h2\n",
      "* Server certificate:\n",
      "*  subject: CN=*.val.esa-maap.org\n",
      "*  start date: Mar 15 15:17:36 2021 GMT\n",
      "*  expire date: Jun 13 15:17:36 2021 GMT\n",
      "*  subjectAltName: host \"iam.val.esa-maap.org\" matched cert's \"*.val.esa-maap.org\"\n",
      "*  issuer: C=US; O=Let's Encrypt; CN=R3\n",
      "*  SSL certificate verify ok.\n",
      "* Using HTTP2, server supports multi-use\n",
      "* Connection state changed (HTTP/2 confirmed)\n",
      "* Copying HTTP/2 data in stream buffer to connection buffer after upgrade: len=0\n",
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      "* Using Stream ID: 1 (easy handle 0x557410ea0f50)\n",
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      "> POST /oxauth/restv1/token HTTP/2\n",
      "> Host: iam.val.esa-maap.org\n",
      "> User-Agent: curl/7.64.0\n",
      "> Accept: */*\n",
      "> Content-Length: 137\n",
      "> Content-Type: application/x-www-form-urlencoded\n",
      "> \n",
      "* Connection state changed (MAX_CONCURRENT_STREAMS == 128)!\n",
      "* We are completely uploaded and fine\n",
      "< HTTP/2 200 \n",
      "< server: nginx/1.17.8\n",
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      "< date: Wed, 21 Apr 2021 16:42:04 GMT\n",
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      "< content-type: application/json\n",
      "< content-length: 121\n",
      "< cache-control: no-store\n",
      "< pragma: no-cache\n",
      "< strict-transport-security: max-age=15724800; includeSubDomains\n",
      "< \n",
      "* Connection #0 to host iam.val.esa-maap.org left intact\n",
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      "{\"access_token\":\"473e5b45-45a5-41d0-858b-15624afb501e\",\"scope\":\"openid profile\",\"token_type\":\"bearer\",\"expires_in\":35999}"
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     ]
    }
   ],
   "source": [
    "!curl -s -X POST -d \"client_id=97262f0b-d3ca-4492-bcf8-9a0e12bdede8&username=algodeveloper1@free.fr&password=#4yM@r4K&grant_type=password&scope=openid+profile\" \"https://iam.val.esa-maap.org/oxauth/restv1/token\" -v"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 3,
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   "metadata": {},
   "outputs": [],
   "source": [
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    "oauth_token = '473e5b45-45a5-41d0-858b-15624afb501e'\n",
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    "copa_backend_url = \"https://gravitee-gateway.val.esa-maap.org/\"\n",
    "\n",
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    "user_id='46874'"
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   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 4,
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   "metadata": {},
   "outputs": [],
   "source": [
    "wps = wpsTB(oauth_token, copa_backend_url, user_id)"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 5,
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   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Title       : resample\n",
      "Description : Resample image\n",
      "Identifier  : 5fff1388493f610001f5178e\n"
     ]
    }
   ],
   "source": [
    "wps.wps_process_info('resample')"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 6,
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   "metadata": {},
   "outputs": [],
   "source": [
    "dir_path = '/projects/data/resample/'\n",
    "\n",
    "if not os.path.exists(dir_path):\n",
    "    os.makedirs(dir_path)"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 18,
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   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[INFO]: Start finding data in path : maap-scientific-data/shared/\n",
      "[INFO] Get an existing or fresh token\n",
      "[INFO] Personal user info is find\n",
      "[INFO] Token is still valid\n",
      "[INFO] Result list:\n",
      "maap-scientific-data/shared/\n",
      "maap-scientific-data/shared/classification_geo.tif\n",
      "maap-scientific-data/shared/edav/\n",
      "maap-scientific-data/shared/ratio.tiff\n",
      "maap-scientific-data/shared/sl/f2f_test/testoutgedi_2020.tiff\n",
      "maap-scientific-data/shared/sl/gedi/gedi_path.txt\n",
      "maap-scientific-data/shared/sl/gedi/gridded/rh98_1000.tiff\n",
      "maap-scientific-data/shared/test.txt\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!maap-s3.py list 'maap-scientific-data/shared/'"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 25,
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   "metadata": {},
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   "outputs": [],
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   "source": [
    "while len(glob.glob('/projects/data/resample/ratio.tiff')) == 0:\n",
    "    !maap-s3.py download 'maap-scientific-data/shared/ratio.tiff' '/projects/data/resample/ratio.tiff'\n",
    "    time.sleep(5)\n",
    "    \n",
    "ratio_path = '/projects/data/resample/ratio.tiff'\n",
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    "dir_path = '/projects/data/resample'"
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   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "ratio_arr = rasterio.open(ratio_path).read(1)\n",
    "np.save('/projects/data/resample/ratio.npy', ratio_arr)\n",
    "ratio_npy = '/projects/data/resample/ratio.npy'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
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   "metadata": {},
   "outputs": [],
   "source": [
    "xml_file  = '/projects/wps_notebook/xml_file/wps_resample.xml'\n",
    "xml_file_out  = '/projects/wps_notebook/resample_ratio.xml'\n",
    "\n",
    "wps.add_value(xml_file, 'size', '2', xml_file_out)\n",
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    "wps.add_value(xml_file_out, 'input_image', ratio_npy, xml_file_out)\n",
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    "wps.add_value(xml_file_out, 'output', dir_path, xml_file_out)"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 44,
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   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "--- EXECUTE---\n"
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     "ename": "ParseError",
     "evalue": "unbound prefix: line 1, column 906 (<string>)",
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     "output_type": "error",
     "traceback": [
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      "Traceback \u001b[0;36m(most recent call last)\u001b[0m:\n",
      "  File \u001b[1;32m\"/opt/conda/lib/python3.7/site-packages/IPython/core/interactiveshell.py\"\u001b[0m, line \u001b[1;32m3437\u001b[0m, in \u001b[1;35mrun_code\u001b[0m\n    exec(code_obj, self.user_global_ns, self.user_ns)\n",
      "  File \u001b[1;32m\"<ipython-input-44-50dcbe7a68cd>\"\u001b[0m, line \u001b[1;32m1\u001b[0m, in \u001b[1;35m<module>\u001b[0m\n    wps.wps_execute_process(xml_file_out, 1)\n",
      "  File \u001b[1;32m\"/projects/wps_notebook/wpsToolsBox.py\"\u001b[0m, line \u001b[1;32m87\u001b[0m, in \u001b[1;35mwps_execute_process\u001b[0m\n    jobId = self.wps_execute(algo_wps_xml)\n",
      "  File \u001b[1;32m\"/projects/wps_notebook/wpsToolsBox.py\"\u001b[0m, line \u001b[1;32m129\u001b[0m, in \u001b[1;35mwps_execute\u001b[0m\n    tree = ET.parse(algo_wps_xml)\n",
      "  File \u001b[1;32m\"/opt/conda/lib/python3.7/xml/etree/ElementTree.py\"\u001b[0m, line \u001b[1;32m1197\u001b[0m, in \u001b[1;35mparse\u001b[0m\n    tree.parse(source, parser)\n",
      "\u001b[0;36m  File \u001b[0;32m\"/opt/conda/lib/python3.7/xml/etree/ElementTree.py\"\u001b[0;36m, line \u001b[0;32m598\u001b[0;36m, in \u001b[0;35mparse\u001b[0;36m\u001b[0m\n\u001b[0;31m    self._root = parser._parse_whole(source)\u001b[0m\n",
      "\u001b[0;36m  File \u001b[0;32m\"<string>\"\u001b[0;36m, line \u001b[0;32munknown\u001b[0m\n\u001b[0;31mParseError\u001b[0m\u001b[0;31m:\u001b[0m unbound prefix: line 1, column 906\n"
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     ]
    }
   ],
   "source": [
    "wps.wps_execute_process(xml_file_out, 1)"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 23,
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   "metadata": {},
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?>\n",
      "<ExceptionReport xmlns:xlin=\"http://www.w3.org/1999/xlink\" xmlns:wfs=\"http://www.opengis.net/wfs/2.1\" xmlns:gml=\"http://www.opengis.net/gml\" xmlns:ows=\"http://www.opengis.net/ows/2.0\" xmlns:sld=\"http://www.opengis.net/sld/1.2\" xmlns:kml=\"http://www.opengis.net/kml/2.2\" xmlns:ns6=\"http://www.opengis.net/se/2.0/thematic\" xmlns:se=\"http://www.opengis.net/se/2.0/core\" xmlns:ns7=\"http://www.opengis.net/se/2.0/raster\" xmlns:ns13=\"urn:oasis:names:tc:ciq:xsdschema:xAL:2.0\" xmlns:fes=\"http://www.opengis.net/fes/2.1\" xmlns:ns9=\"http://www.opengis.net/ows-context\" xmlns:ns12=\"http://www.w3.org/2005/Atom\" xmlns:ns15=\"http://www.w3.org/2001/SMIL20/\" xmlns:wps=\"http://www.opengis.net/wps/2.0\" xmlns:wms=\"http://www.opengis.net/wms\" xmlns:ns18=\"http://www.w3.org/2001/SMIL20/Language\">\n",
      "    <ows:Exception exceptionCode=\"ResultNotReadyException\">\n",
      "        <ows:ExceptionText>The result for the requested JobID has not yet been generated or there are no outputs generated.\t</ows:ExceptionText>\n",
      "    </ows:Exception>\n",
      "</ExceptionReport>\n",
      "\n",
      "\n"
     ]
    }
   ],
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   "source": [
    "jobID = '60805079cc45e20001a25273'\n",
    "\n",
    "response = wps.wps_result(jobID)\n",
    "\n",
    "print(response.text)\n",
    "\n",
    "# urlfinal_B11_resample = wps.get_url(response, 'B11_resample.npy')\n",
    "# print(\"Url B11_resample.npy :\", urlfinal_B11_resample)\n",
    "\n",
    "# wget.download(urlfinal_B02_resample, '/projects/scalability-s2-jupyter/data/B02_resample.npy')"
   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 30,
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   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "ratio shape : (3875, 3325)\n"
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     ]
    }
   ],
   "source": [
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    "ratio_resample_path = '/projects/data/resample/ratio_resample.npy'\n",
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    "\n",
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    "# ratio_resample_arr = np.load(ratio_resample_path)\n",
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    "\n",
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    "print(\"ratio shape :\", ratio_arr.shape)\n",
    "# print(\"ratio shape :\", ratio_resample_array.shape)"
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   ]
  },
  {
   "cell_type": "code",
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   "execution_count": 38,
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   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "Text(0.5, 1.0, 'ratio resamble (x2)')"
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     "execution_count": 38,
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     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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      "image/png": 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\n",
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      "text/plain": [
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       "<Figure size 936x936 with 2 Axes>"
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      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
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    "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(13,13))\n",
    "ax1.imshow(ratio_arr.read(1), vmin=0, vmax=0.8)\n",
    "ax1.axis(False)\n",
    "ax1.set_title('ratio')\n",
    "ax2.imshow(ratio_resample_array, vmin=0, vmax=0.8)\n",
    "ax2.axis(False)\n",
    "ax2.set_title('ratio resamble (x2)')"
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   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}