Add Stats3D example WPS process

Add TERN APIKey Auth flow to each of the WPS examples

.gitignore

@@ -2,3 +2,6 @@
 env
 certs
 /tds-examples/python/shell
+/venv/
+/.venv/
+myfile.tif

wps-examples/DrillPoint.ipynb

@@ -20,27 +20,36 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 1,
    "id": "4deb3017-3d62-49b8-b964-c0eaaa668c78",
-   "metadata": {},
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-08-03T03:37:44.613721181Z",
+     "start_time": "2023-08-03T03:37:44.347553956Z"
+    }
+   },
    "outputs": [],
    "source": [
-    "from owslib.wps import WebProcessingService, ComplexDataInput, monitorExecution\n",
-    "from owslib import wps\n",
-    "import matplotlib\n",
+    "from owslib.wps import WebProcessingService, ComplexDataInput, Authentication\n",
     "import json\n",
     "import pandas as pd\n",
     "import logging\n",
     "import sys\n",
     "import io\n",
+    "import time\n",
     "from ipyleaflet import Map, GeoJSON, basemaps"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 2,
    "id": "88d27dbf-3f88-4adb-bda9-ebdea49ec364",
-   "metadata": {},
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-08-03T03:47:12.587917467Z",
+     "start_time": "2023-08-03T03:47:12.543037220Z"
+    }
+   },
    "outputs": [],
    "source": [
     "# Set up owslib logging, to set relevant output\n",
@@ -62,9 +71,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 3,
    "id": "5ee54f12-04e0-4d8e-b1ff-02fb4426a14a",
-   "metadata": {},
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-08-03T03:47:13.908522654Z",
+     "start_time": "2023-08-03T03:47:13.904448134Z"
+    }
+   },
    "outputs": [],
    "source": [
     "ENDPOINT=\"https://funcwps.ternlandscapes.org.au/wps/\"\n",
@@ -91,7 +105,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "server = WebProcessingService(ENDPOINT, verbose=False)"
+    "TERN_APIKEY = \"N045_example_U0RySC5DDEF_replace_me_JOVpQVkdXezZMeC5ZWwlaNHxwDDQtDHsu\"\n",
+    "AUTH = Authentication(\"apikey\", password=TERN_APIKEY, shared=True)\n",
+    "server = WebProcessingService(ENDPOINT, auth=AUTH)"
    ]
   },
   {
@@ -261,10 +277,14 @@
     }
    ],
    "source": [
-    "while not resp.isComplete():\n",
-    "    print(\"Waiting for process...\")\n",
-    "    resp.checkStatus(sleepSecs=2)\n",
-    "print(\"Done.\")"
+    "print(\"Waiting for process to complete...\")\n",
+    "while True:\n",
+    "    resp.checkStatus(sleepSecs=0)\n",
+    "    print(f\"Progress: {resp.percentCompleted}, {resp.statusMessage}\")\n",
+    "    if resp.isComplete():\n",
+    "        break\n",
+    "    time.sleep(2)\n",
+    "print(\"Done\")"
    ]
   },
   {
@@ -434,7 +454,7 @@
     }
    ],
    "source": [
-    "df.plot.line(x=\"date\", y=LAYER)"
+    "df.plot.line(x=\"date\", y=LAYER, ylim=0)"
    ]
   },
   {