Access_BoM_Water_Service.ipynb

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 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import pybomwater.bom_water as bm\n",
    "from sidecar import Sidecar\n",
    "from ipyleaflet import Map, GeoJSON, Polygon\n",
    "from IPython.display import display, clear_output, HTML, JSON\n",
    "import json\n",
    "import requests\n",
    "import geopandas as gpd"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Capability"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
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           "@name": "DescribeSensor",
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               "@name": "Content-Type",
               "ows:AllowedValues": {
                "ows:Value": "application/x-kvp"
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             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Q14_Cmd.O",
             "swes:name": "Q14",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Q14_Cmd.O"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type Q7",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Q7_Cmd.O",
             "swes:name": "Q7",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Q7_Cmd.O"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type Q15",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Q15_Cmd.O",
             "swes:name": "Q15",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Q15_Cmd.O"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type Q3",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Q3_Cmd.O",
             "swes:name": "Q3",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Q3_Cmd.O"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type Q5",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Q5_Cmd.O",
             "swes:name": "Q5",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Q5_Cmd.O"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type Q2",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Q2_Cmd.O",
             "swes:name": "Q2",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Q2_Cmd.O"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type Q13",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Q13_Cmd.O",
             "swes:name": "Q13",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Q13_Cmd.O"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type A1 Cmd per TS",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Cmd",
             "swes:name": "A1 Cmd per TS",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Cmd"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type PR01QaQc.Merged.AsStored.1-1",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_B_1_PR01-1",
             "swes:name": "PR01QaQc.Merged.AsStored.1-1",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_B_1_PR01-1"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type PR01QaQc.Merged.HourlyMean.HR-1",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_B_1_HourlyMean_PR01-1",
             "swes:name": "PR01QaQc.Merged.HourlyMean.HR-1",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_B_1_HourlyMean_PR01-1"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type PR01QaQc.Merged.Daily.09HR-1",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_B_1_Daily09_PR01-1",
             "swes:name": "PR01QaQc.Merged.Daily.09HR-1",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_B_1_Daily09_PR01-1"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type Derived.Flood.AsStored.1-1",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Pat4_D_F_1-1",
             "swes:name": "Derived.Flood.AsStored.1-1",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Pat4_D_F_1-1"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type PR01ManQC.Manual.Daily.09HR-1",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_Std_PR01ManQcf_09hr-1",
             "swes:name": "PR01ManQC.Manual.Daily.09HR-1",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_Std_PR01ManQcf_09hr-1"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type Derived.Merged.AsStored.1-1",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Pat4_D_1-1",
             "swes:name": "Derived.Merged.AsStored.1-1",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Pat4_D_1-1"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type PR01ManQC.Manual.AsStored.1-1",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_Std_PR01ManQcf_1-1",
             "swes:name": "PR01ManQC.Manual.AsStored.1-1",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_Std_PR01ManQcf_1-1"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type PR01QaQc.Merged.Hourly.HR-1",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_B_1_Hourly_PR01-1",
             "swes:name": "PR01QaQc.Merged.Hourly.HR-1",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_B_1_Hourly_PR01-1"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type PR01QaQc.Merged.DailyMean.09HR-1",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_B_1_DailyMean09_PR01-1",
             "swes:name": "PR01QaQc.Merged.DailyMean.09HR-1",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_B_1_DailyMean09_PR01-1"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type PR01ManQC.Manual.Hourly.HR-1",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_Std_PR01ManQcf_HR-1",
             "swes:name": "PR01ManQC.Manual.Hourly.HR-1",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/Pat4_C_Std_PR01ManQcf_HR-1"
            }
           },
           {
            "sos:ObservationOffering": {
             "sos:observedArea": {
              "gml:Envelope": {
               "@srsName": "http://www.opengis.net/def/crs/EPSG/0/4326",
               "gml:lowerCorner": "-90.0 -159.8474",
               "gml:upperCorner": "90.0 168.80790000000002"
              }
             },
             "swes:description": "Offering for timeseries type 1m.CmdTotal.MovTot1h",
             "swes:identifier": "http://bom.gov.au/waterdata/services/tstypes/1m.CmdTotal.MovTot1h",
             "swes:name": "1m.CmdTotal.MovTot1h",
             "swes:procedure": "http://bom.gov.au/waterdata/services/tstypes/1m.CmdTotal.MovTot1h"
            }
           }
          ],
          "swes:procedureDescriptionFormat": [
           "http://www.opengis.net/sensorML/1.0.1",
           "http://www.opengis.net/waterml/2.0/observationProcess"
          ]
         }
        },
        "sos:filterCapabilities": {
         "fes:Filter_Capabilities": {
          "fes:Conformance": {
           "fes:Constraint": [
            {
             "@name": "ImplementsQuery",
             "ows:DefaultValue": "false",
             "ows:NoValues": null
            },
            {
             "@name": "ImplementsAdHocQuery",
             "ows:DefaultValue": "false",
             "ows:NoValues": null
            },
            {
             "@name": "ImplementsFunctions",
             "ows:DefaultValue": "false",
             "ows:NoValues": null
            },
            {
             "@name": "ImplementsMinStandardFilter",
             "ows:DefaultValue": "false",
             "ows:NoValues": null
            },
            {
             "@name": "ImplementsStandardFilter",
             "ows:DefaultValue": "false",
             "ows:NoValues": null
            },
            {
             "@name": "ImplementsMinSpatialFilter",
             "ows:DefaultValue": "true",
             "ows:NoValues": null
            },
            {
             "@name": "ImplementsSpatialFilter",
             "ows:DefaultValue": "true",
             "ows:NoValues": null
            },
            {
             "@name": "ImplementsMinTemporalFilter",
             "ows:DefaultValue": "true",
             "ows:NoValues": null
            },
            {
             "@name": "ImplementsTemporalFilter",
             "ows:DefaultValue": "true",
             "ows:NoValues": null
            },
            {
             "@name": "ImplementsVersionNav",
             "ows:DefaultValue": "false",
             "ows:NoValues": null
            },
            {
             "@name": "ImplementsSorting",
             "ows:DefaultValue": "false",
             "ows:NoValues": null
            },
            {
             "@name": "ImplementsExtendedOperators",
             "ows:DefaultValue": "false",
             "ows:NoValues": null
            }
           ]
          },
          "fes:Spatial_Capabilities": {
           "fes:GeometryOperands": {
            "fes:GeometryOperand": {
             "@name": "gml:Point"
            }
           },
           "fes:SpatialOperators": {
            "fes:SpatialOperator": {
             "@name": "BBOX"
            }
           }
          },
          "fes:Temporal_Capabilities": {
           "fes:TemporalOperands": {
            "fes:TemporalOperand": [
             {
              "@name": "gml:TimePeriod"
             },
             {
              "@name": "gml:TimeInstant"
             }
            ]
           },
           "fes:TemporalOperators": {
            "fes:TemporalOperator": [
             {
              "@name": "During"
             },
             {
              "@name": "TEquals"
             },
             {
              "@name": "After"
             },
             {
              "@name": "Before"
             }
            ]
           }
          }
         }
        }
       }
      },
      "text/plain": [
       "<IPython.core.display.JSON object>"
      ]
     },
     "execution_count": 2,
     "metadata": {
      "application/json": {
       "expanded": false,
       "root": "root"
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "_bm = bm.BomWater()\n",
    "response = _bm.request(_bm.actions.GetCapabilities)\n",
    "# response\n",
    "JSON(_bm.xml_to_json( response.text))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Observation\n",
    "\n",
    "Return data type is a Pandas DataFrame"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "http://bom.gov.au/waterdata/services/stations/GW403571.1.1\n",
      "http://bom.gov.au/waterdata/services/stations/GW500596.3.3\n",
      "http://bom.gov.au/waterdata/services/stations/GW500596.3.3\n",
      "http://bom.gov.au/waterdata/services/stations/GW403571.1.1\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x290f3dbfa30>]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "t_begin = \"2016-01-01T00:00:00+10\"\n",
    "t_end = \"2019-12-31T00:00:00+10\"\n",
    "\n",
    "features = []\n",
    "features.append(_bm.features.West_of_Dellapool)\n",
    "features.append(_bm.features.LK_VIC)\n",
    "\n",
    "prop = _bm.properties.Ground_Water_Level\n",
    "proced = _bm.procedures.Pat9_C_B_1\n",
    "\n",
    "bbox = [None, None]\n",
    "\n",
    "results = _bm.get_observations(features, prop, proced, t_begin, t_end, bbox)\n",
    "results[0][_bm.features.West_of_Dellapool]['Ground Water Level [m]'].plot.line()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Data availability"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/json": {
       "soap12:Envelope": {
        "@xmlns:gda": "http://www.opengis.net/sosgda/1.0",
        "@xmlns:gml": "http://www.opengis.net/gml/3.2",
        "@xmlns:soap12": "http://www.w3.org/2003/05/soap-envelope",
        "@xmlns:wsa": "http://www.w3.org/2005/08/addressing",
        "@xmlns:xlink": "http://www.w3.org/1999/xlink",
        "@xmlns:xsi": "http://www.w3.org/2001/XMLSchema-instance",
        "@xsi:schemaLocation": "http://www.w3.org/2003/05/soap-envelope http://www.w3.org/2003/05/soap-envelope/soap-envelope.xsd http://www.opengis.net/sosgda/1.0 http://waterml2.org/schemas/gda/1.0/gda.xsd",
        "soap12:Body": {
         "gda:GetDataAvailabilityResponse": null
        },
        "soap12:Header": {
         "wsa:Action": "http://www.opengis.net/def/serviceOperation/sos/daRetrieval/2.0/GetDataAvailabilityResponse",
         "wsa:RelatesTo": "0",
         "wsa:To": "http://www.w3.org/2005/08/addressing/anonymous"
        }
       }
      },
      "text/plain": [
       "<IPython.core.display.JSON object>"
      ]
     },
     "execution_count": 20,
     "metadata": {
      "application/json": {
       "expanded": false,
       "root": "root"
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response = _bm.request(_bm.actions.GetDataAvailability, _bm.features.Cowra_Back_Ck_Nth_P2, _bm.properties.Ground_Water_Level)\n",
    "JSON(_bm.xml_to_json( response.text))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get Feature of interest\n",
    "Simple demo of requesting features within a bounding box and mapping their locations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "796dba290da745c2ab1330017430bd93",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Map(center=[-32, 146], controls=(ZoomControl(options=['position', 'zoom_in_text', 'zoom_in_title', 'zoom_out_t…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'Display the json response'"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "low_left_lat = -37.505032\n",
    "low_left_long = 138.00\n",
    "upper_right_lat = -24.00\n",
    "upper_right_long = 154.00\n",
    "\n",
    "lower_left_coords = f'{low_left_lat} {low_left_long}'\n",
    "upper_right_coords = f'{upper_right_lat} {upper_right_long}'\n",
    "\n",
    "_bm = bm.BomWater()\n",
    "\n",
    "# request( action, feature=None, prop=None, proced=None, begin=None, end=None, lower_corner=None, upper_corner=None)\n",
    "\n",
    "response = _bm.request(_bm.actions.GetFeatureOfInterest, None, _bm.properties.Water_Course_Discharge, _bm.procedures.Pat4_C_B_1_DailyMean, None, None, lower_left_coords, upper_right_coords  )\n",
    "response_json = _bm.xml_to_json(response.text)\n",
    "'''bomwater creates a FeatureCollection which can be used for mapping'''\n",
    "feature_list = _bm.create_feature_list(response_json, None )\n",
    "\n",
    "bbox_poly = Polygon(\n",
    "        locations=[(low_left_lat, low_left_long),(low_left_lat, upper_right_long),(upper_right_lat, upper_right_long),(upper_right_lat, low_left_long)],\n",
    "    color=\"green\",\n",
    "    fill_color=\"green\"\n",
    "        )\n",
    "m = Map(center=(-32, 146), zoom=5)\n",
    "\n",
    "geojsonMarkerOptions = {\n",
    "    'radius': 8,\n",
    "    'fillColor': \"#ff7800\",\n",
    "    'color': \"#000\",\n",
    "    'weight': 1,\n",
    "    'opacity': 1,\n",
    "    'fillOpacity': 0.8\n",
    "};\n",
    "\n",
    "geo_json_stations = GeoJSON(\n",
    "    data=feature_list,\n",
    "    point_style={'radius': 5, 'color': 'blue', 'fillOpacity': 0.8, 'fillColor': 'green', 'weight': 2})\n",
    "\n",
    "def random_color(feature):\n",
    "    return {\n",
    "        'color': 'black',\n",
    "        'fillColor': 'green',#random.choice(['red', 'yellow', 'green', 'orange']),\n",
    "    }\n",
    "\n",
    "shp_mdb = './bomwater_data/Spatial/mdb_buffer_1km.shp'\n",
    "mdb = json.loads(gpd.read_file(shp_mdb).to_json())['features'][0]['geometry']\n",
    "\n",
    "geo_json_mdb = GeoJSON(\n",
    "    data=mdb,\n",
    "    style={\n",
    "        'opacity': 1, 'dashArray': '9', 'fillOpacity': 0.1, 'weight': 1\n",
    "    },\n",
    "    hover_style={\n",
    "        'color': 'green', 'dashArray': '0', 'fillOpacity': 0.3\n",
    "    },\n",
    "    style_callback=random_color\n",
    ")\n",
    "\n",
    "m.add_layer(geo_json_mdb)\n",
    "# m.add_layer(bbox_poly)\n",
    "m.add_layer(geo_json_stations)\n",
    "\n",
    "display(m)\n",
    "\n",
    "'''Display the json response'''\n",
    "# JSON(response_json)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.5"
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  "vscode": {
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 },
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