geoWithin 演算子

1
SCORE: 2.238388776779175  _id:  "1001265"
2
listing_url: "https://www.airbnb.com/rooms/1001265"
3
name: "Ocean View Waikiki Marina w/prkg"
4
summary: "A short distance from Honolulu's billion dollar mall,
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and the same dis…"
6
...
7
property_type: "Condominium"
8
...
9
address: Object
10
    street: "Honolulu, HI, United States"
11
    suburb: "Oʻahu"
12
    government_area: "Primary Urban Center"
13
    market: "Oahu"
14
    country: "United States"
15
    country_code: "US"
16
    location: Object
17
    type: "Point"
18
    coordinates: Array
19
        0: -157.83919
20
        1: 21.28634
21
    is_location_exact: true
22
...
23
24
SCORE: 2.238388776779175  _id:  "10227000"
25
listing_url: "https://www.airbnb.com/rooms/10227000"
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name: "LAHAINA, MAUI! RESORT/CONDO BEACHFRONT!! SLEEPS 4!"
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summary: "THIS IS A VERY SPACIOUS 1 BEDROOM FULL CONDO (SLEEPS 4) AT THE BEAUTIF…"
28
...
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property_type: "Condominium"
30
...
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address: Object
32
    street: "Lahaina, HI, United States"
33
    suburb: "Maui"
34
    government_area: "Lahaina"
35
    market: "Maui"
36
    country: "United States"
37
    country_code: "US"
38
    location: Object
39
    type: "Point"
40
    coordinates: Array
41
        0: -156.68012
42
        1: 20.96996
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    is_location_exact: true
44
...
45
46
SCORE: 2.238388776779175  _id:  "10266175"
47
listing_url: "https://www.airbnb.com/rooms/10266175"
48
name: "Makaha Valley Paradise with OceanView"
49
summary: "A beautiful and comfortable 1 Bedroom Air Conditioned Condo in Makaha …"
50
...
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property_type: "Condominium"
52
...
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address: Object
54
    street: "Waianae, HI, United States"
55
    suburb: "Leeward Side"
56
    government_area: "Waianae"
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    market: "Oahu"
58
    country: "United States"
59
    country_code: "US"
60
    location: Object
61
    type: "Point"
62
    coordinates: Array
63
        0: -158.20291
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        1: 21.4818
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    is_location_exact: true
66
...
67
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SCORE: 2.238388776779175  _id:  "1042446"
69
listing_url: "https://www.airbnb.com/rooms/1042446"
70
name: "March 2019 availability! Oceanview on Sugar Beach!"
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summary: ""
72
...
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property_type: "Condominium"
74
...
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address: Object
76
    street: "Kihei, HI, United States"
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    suburb: "Maui"
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    government_area: "Kihei-Makena"
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    market: "Maui"
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    country: "United States"
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    country_code: "US"
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    location: Object
83
    type: "Point"
84
    coordinates: Array
85
        0: -156.46881
86
        1: 20.78621
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    is_location_exact: true
88
...
89
90
SCORE: 2.238388776779175  _id:  "10527243"
91
listing_url: "https://www.airbnb.com/rooms/10527243"
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name: "Tropical Jungle Oasis"
93
summary: "2 bedrooms, one with a queen sized bed, one with 2 single beds. 1 and …"
94
...
95
property_type: "Condominium"
96
...
97
address: Object
98
    street: "Hilo, HI, United States"
99
    suburb: "Island of Hawaiʻi"
100
    government_area: "South Hilo"
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    market: "The Big Island"
102
    country: "United States"
103
    country_code: "US"
104
    location: Object
105
    type: "Point"
106
    coordinates: Array
107
        0: -155.09259
108
        1: 19.73108
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    is_location_exact: true
110
...
111
112
SCORE: 2.238388776779175  _id:  "1104768"
113
listing_url: "https://www.airbnb.com/rooms/1104768"
114
name: "2 Bdrm/2 Bath  Family Suite Ocean View"
115
summary: "This breathtaking 180 degree view of Waikiki is one of a kind. You wil…"
116
...
117
property_type: "Condominium"
118
...
119
address: Object
120
    street: "Honolulu, HI, United States"
121
    suburb: "Waikiki"
122
    government_area: "Primary Urban Center"
123
    market: "Oahu"
124
    country: "United States"
125
    country_code: "US"
126
    location: Object
127
    type: "Point"
128
    coordinates: Array
129
        0: -157.82696
130
        1: 21.27971
131
    is_location_exact: true
132
...
133
134
SCORE: 2.238388776779175  _id:  "11207193"
135
listing_url: "https://www.airbnb.com/rooms/11207193"
136
name: "302 Kanai A Nalu Ocean front/view"
137
summary: "Welcome to Kana'i A Nalu a quiet resort that sits on the ocean away fr…"
138
...
139
property_type: "Condominium"
140
...
141
address: Object
142
    street: "Wailuku, HI, United States"
143
    suburb: "Maui"
144
    government_area: "Kihei-Makena"
145
    market: "Maui"
146
    country: "United States"
147
    country_code: "US"
148
    location: Object
149
    type: "Point"
150
    coordinates: Array
151
        0: -156.5039
152
        1: 20.79664
153
    is_location_exact: true
154
...
155
156
SCORE: 2.238388776779175  _id:  "11319047"
157
listing_url: "https://www.airbnb.com/rooms/11319047"
158
name: "Sugar Beach Resort 1BR Ground Floor Condo !"
159
summary: "The Sugar Beach Resort enjoys a beachfront setting fit for a postcard."
160
...
161
property_type: "Condominium"
162
...
163
address: Object
164
    street: "Kihei, HI, United States"
165
    suburb: "Maui"
166
    government_area: "Kihei-Makena"
167
    market: "Maui"
168
    country: "United States"
169
    country_code: "US"
170
    location: Object
171
    type: "Point"
172
    coordinates: Array
173
        0: -156.46697
174
        1: 20.78484
175
    is_location_exact: true
176
...
177
178
SCORE: 2.238388776779175  _id:  "11695887"
179
listing_url: "https://www.airbnb.com/rooms/11695887"
180
name: "2 BR Oceanview - Great Location!"
181
summary: "Location, location, location... This is a great 2 bed, 2 bath condo is…"
182
...
183
property_type: "Condominium"
184
...
185
address: Object
186
    street: "Kihei, HI, United States"
187
    suburb: "Kihei/Wailea"
188
    government_area: "Kihei-Makena"
189
    market: "Maui"
190
    country: "United States"
191
    country_code: "US"
192
    location: Object
193
    type: "Point"
194
    coordinates: Array
195
        0: -156.44917
196
        1: 20.73013
197
    is_location_exact: true
198
...
199
200
SCORE: 2.238388776779175  _id:  "11817249"
201
listing_url: "https://www.airbnb.com/rooms/11817249"
202
name: "PALMS AT WAILEA #905-2BR-REMODELED-LARGE LANAI-AC"
203
summary: "Book with confidence this stunning 2 bedroom, 2 bathroom condo at the …"
204
...
205
property_type: "Condominium"
206
...
207
address: Object
208
    street: "Kihei, HI, United States"
209
    suburb: "Maui"
210
    government_area: "Kihei-Makena"
211
    market: "Maui"
212
    country: "United States"
213
    country_code: "US"
214
    location: Object
215
    type: "Point"
216
    coordinates: Array
217
        0: -156.4409
218
        1: 20.69735
219
    is_location_exact: true
220
...

{
   name: 'Ocean View Waikiki Marina w/prkg',
   property_type: 'Condominium',
   address: {
     street: 'Honolulu, HI, United States',
     suburb: 'Oʻahu',
     government_area: 'Primary Urban Center',
     market: 'Oahu',
     country: 'United States',
     country_code: 'US',
     location: {
       type: 'Point',
       coordinates: [ -157.83919, 21.28634 ],
       is_location_exact: true
     }
   },
   score: 2.238388776779175
 },
 {
   name: 'LAHAINA, MAUI! RESORT/CONDO BEACHFRONT!! SLEEPS 4!',
   property_type: 'Condominium',
   address: {
     street: 'Lahaina, HI, United States',
     suburb: 'Maui',
     government_area: 'Lahaina',
     market: 'Maui',
     country: 'United States',
     country_code: 'US',
     location: {
       type: 'Point',
       coordinates: [ -156.68012, 20.96996 ],
       is_location_exact: true
     }
   },
   score: 2.238388776779175
 },
 {
   name: 'Makaha Valley Paradise with OceanView',
   property_type: 'Condominium',
   address: {
     street: 'Waianae, HI, United States',
     suburb: 'Leeward Side',
     government_area: 'Waianae',
     market: 'Oahu',
     country: 'United States',
     country_code: 'US',
     location: {
       type: 'Point',
       coordinates: [ -158.20291, 21.4818 ],
       is_location_exact: true
     }
   },
   score: 2.238388776779175
 },
 {
   name: 'March 2019 availability! Oceanview on Sugar Beach!',
   property_type: 'Condominium',
   address: {
     street: 'Kihei, HI, United States',
     suburb: 'Maui',
     government_area: 'Kihei-Makena',
     market: 'Maui',
     country: 'United States',
     country_code: 'US',
     location: {
       type: 'Point',
       coordinates: [ -156.46881, 20.78621 ],
       is_location_exact: true
     }
   },
   score: 2.238388776779175
 },
 {
   name: 'Tropical Jungle Oasis',
   property_type: 'Condominium',
   address: {
     street: 'Hilo, HI, United States',
     suburb: 'Island of Hawaiʻi',
     government_area: 'South Hilo',
     market: 'The Big Island',
     country: 'United States',
     country_code: 'US',
     location: {
       type: 'Point',
       coordinates: [ -155.09259, 19.73108 ],
       is_location_exact: true
     }
   },
   score: 2.238388776779175
 },
 {
   name: '2 Bdrm/2 Bath  Family Suite Ocean View',
   property_type: 'Condominium',
   address: {
     street: 'Honolulu, HI, United States',
     suburb: 'Waikiki',
     government_area: 'Primary Urban Center',
     market: 'Oahu',
     country: 'United States',
     country_code: 'US',
     location: {
       type: 'Point',
       coordinates: [ -157.82696, 21.27971 ],
       is_location_exact: true
     }
   },
   score: 2.238388776779175
 },
 {
   name: '302 Kanai A Nalu Ocean front/view',
   property_type: 'Condominium',
   address: {
     street: 'Wailuku, HI, United States',
     suburb: 'Maui',
     government_area: 'Kihei-Makena',
     market: 'Maui',
     country: 'United States',
     country_code: 'US',
     location: {
       type: 'Point',
       coordinates: [ -156.5039, 20.79664 ],
       is_location_exact: true
     }
   },
   score: 2.238388776779175
 },
 {
   name: 'Sugar Beach Resort 1BR Ground Floor Condo !',
   property_type: 'Condominium',
   address: {
     street: 'Kihei, HI, United States',
     suburb: 'Maui',
     government_area: 'Kihei-Makena',
     market: 'Maui',
     country: 'United States',
     country_code: 'US',
     location: {
       type: 'Point',
       coordinates: [ -156.46697, 20.78484 ],
       is_location_exact: true
     }
   },
   score: 2.238388776779175
 },
 {
   name: '2 BR Oceanview - Great Location!',
   property_type: 'Condominium',
   address: {
     street: 'Kihei, HI, United States',
     suburb: 'Kihei/Wailea',
     government_area: 'Kihei-Makena',
     market: 'Maui',
     country: 'United States',
     country_code: 'US',
     location: {
       type: 'Point',
       coordinates: [ -156.44917, 20.73013 ],
       is_location_exact: true
     }
   },
   score: 2.238388776779175
 },
 {
   name: 'PALMS AT WAILEA #905-2BR-REMODELED-LARGE LANAI-AC',
   property_type: 'Condominium',
   address: {
     street: 'Kihei, HI, United States',
     suburb: 'Maui',
     government_area: 'Kihei-Makena',
     market: 'Maui',
     country: 'United States',
     country_code: 'US',
     location: {
       type: 'Point',
       coordinates: [ -156.4409, 20.69735 ],
       is_location_exact: true
     }
   },
   score: 2.238388776779175
}
]

{ 
    "name" : "Ocean View Waikiki Marina w/prkg", 
    "property_type" : "Condominium", 
    "address" : { 
      "location" : { 
        "type" : "Point",
        "coordinates" : [-157.83919, 21.286339999999999],
        "is_location_exact" : true 
      } 
    },
    "score" : 2.2383887767791748
}
{ 
    "name" : "LAHAINA, MAUI! RESORT/CONDO BEACHFRONT!! SLEEPS 4!", 
    "property_type" : "Condominium", 
    "address" : { 
      "location" : { 
        "type" : "Point", 
        "coordinates" : [-156.68011999999999, 20.96996], 
        "is_location_exact" : true 
      }
    },
    "score" : 2.2383887767791748
}
{ 
    "name" : "Makaha Valley Paradise with OceanView",
    "property_type" : "Condominium", 
    "address" : { 
      "location" : {
        "type" : "Point", 
        "coordinates" : [-158.20291, 21.4818],
        "is_location_exact" : true 
      } 
    },
    "score" : 2.2383887767791748
}
{ 
    "name" : "March 2019 availability! Oceanview on Sugar Beach!",
    "property_type" : "Condominium", 
    "address" : { 
      "location" : {
        "type" : "Point", 
        "coordinates" : [-156.46880999999999, 20.786210000000001], 
        "is_location_exact" : true 
      } 
    },
    "score" : 2.2383887767791748
}
{ 
    "name" : "Tropical Jungle Oasis", 
    "property_type" : "Condominium", 
    "address" : { 
      "location" : { 
        "type" : "Point",
        "coordinates" : [-155.09259, 19.731079999999999],
        "is_location_exact" : true 
      } 
    },
    "score" : 2.2383887767791748
}
{ 
    "name" : "2 Bdrm/2 Bath  Family Suite Ocean View",
    "property_type" : "Condominium", 
    "address" : { 
      "location" : {
        "type" : "Point", 
        "coordinates" : [-157.82696000000001, 21.279710000000001], 
        "is_location_exact" : true 
      } 
    },
    "score" : 2.2383887767791748
}
{ 
    "name" : "302 Kanai A Nalu Ocean front/view", 
    "property_type" : "Condominium", 
    "address" : { 
      "location" : { 
        "type" : "Point",
        "coordinates" : [-156.50389999999999, 20.79664],
        "is_location_exact" : true 
      } 
    },
    "score" : 2.2383887767791748
}
{ 
    "name" : "Sugar Beach Resort 1BR Ground Floor Condo !",
    "property_type" : "Condominium", 
    "address" : { 
      "location" : {
        "type" : "Point", 
        "coordinates" : [-156.46697, 20.784839999999999], 
        "is_location_exact" : true 
      } 
    },
    "score" : 2.2383887767791748
}
{ 
    "name" : "2 BR Oceanview - Great Location!", 
    "property_type" : "Condominium", 
    "address" : { 
      "location" : { 
        "type" : "Point",
        "coordinates" : [-156.44917000000001, 20.730129999999999],
        "is_location_exact" : true 
      } 
    },
    "score" : 2.2383887767791748
}
{ 
    "name" : "PALMS AT WAILEA #905-2BR-REMODELED-LARGE LANAI-AC",
    "property_type" : "Condominium", 
    "address" : { 
      "location" : {
        "type" : "Point", 
        "coordinates" : [-156.4409, 20.69735],
        "is_location_exact" : true 
      }
    }, 
    "score" : 2.2383887767791748  
}

package main
import (
	"context"
	"fmt"
	"go.mongodb.org/mongo-driver/v2/bson"
	"go.mongodb.org/mongo-driver/v2/mongo"
	"go.mongodb.org/mongo-driver/v2/mongo/options"
)
func main() {
	// connect to your Atlas cluster
	client, err := mongo.Connect(options.Client().ApplyURI("<connection-string>"))
	if err != nil {
		panic(err)
	}
	defer client.Disconnect(context.TODO())
	// set namespace
	collection := client.Database("sample_airbnb").Collection("listingsAndReviews")
	// define polygon
	polygon := [][][]float64{{
		{-161.323242, 22.512557},
		{-152.446289, 22.065278},
		{-156.09375, 17.811456},
		{-161.323242, 22.512557},
	}}
	// define pipeline
	searchStage := bson.D{{"$search", bson.M{
		"index": "<INDEX-NAME>",
		"compound": bson.M{
			"must": bson.M{
				"geoWithin": bson.M{
					"geometry": bson.M{
						"type":        "Polygon",
						"coordinates": polygon,
					},
					"path": "address.location",
				},
			},
			"should": bson.M{
				"text": bson.M{
					"path":  "property_type",
					"query": "Condominium",
				}},
		},
	},
	}}
	limitStage := bson.D{{"$limit", 10}}
	projectStage := bson.D{{"$project", bson.D{{"name", 1}, {"address", 1}, {"property_type", 1}, {"_id", 0}, {"score", bson.D{{"$meta", "searchScore"}}}}}}
	// run pipeline
	cursor, err := collection.Aggregate(context.TODO(), mongo.Pipeline{searchStage, limitStage, projectStage})
	if err != nil {
		panic(err)
	}
	// print results
	var results []bson.D
	if err = cursor.All(context.TODO(), &results); err != nil {
		panic(err)
	}
	for _, result := range results {
		fmt.Println(result)
	}
}

Document{{name=Ocean View Waikiki Marina w/prkg, property_type=Condominium, address=Document{{street=Honolulu, HI, United States, suburb=Oʻahu, government_area=Primary Urban Center, market=Oahu, country=United States, country_code=US, location=Document{{type=Point, coordinates=[-157.83919, 21.28634], is_location_exact=true}}}}, score=2.238388776779175}}
Document{{name=LAHAINA, MAUI! RESORT/CONDO BEACHFRONT!! SLEEPS 4!, property_type=Condominium, address=Document{{street=Lahaina, HI, United States, suburb=Maui, government_area=Lahaina, market=Maui, country=United States, country_code=US, location=Document{{type=Point, coordinates=[-156.68012, 20.96996], is_location_exact=true}}}}, score=2.238388776779175}}
Document{{name=Makaha Valley Paradise with OceanView, property_type=Condominium, address=Document{{street=Waianae, HI, United States, suburb=Leeward Side, government_area=Waianae, market=Oahu, country=United States, country_code=US, location=Document{{type=Point, coordinates=[-158.20291, 21.4818], is_location_exact=true}}}}, score=2.238388776779175}}
Document{{name=March 2019 availability! Oceanview on Sugar Beach!, property_type=Condominium, address=Document{{street=Kihei, HI, United States, suburb=Maui, government_area=Kihei-Makena, market=Maui, country=United States, country_code=US, location=Document{{type=Point, coordinates=[-156.46881, 20.78621], is_location_exact=true}}}}, score=2.238388776779175}}
Document{{name=Tropical Jungle Oasis, property_type=Condominium, address=Document{{street=Hilo, HI, United States, suburb=Island of Hawaiʻi, government_area=South Hilo, market=The Big Island, country=United States, country_code=US, location=Document{{type=Point, coordinates=[-155.09259, 19.73108], is_location_exact=true}}}}, score=2.238388776779175}}
Document{{name=2 Bdrm/2 Bath  Family Suite Ocean View, property_type=Condominium, address=Document{{street=Honolulu, HI, United States, suburb=Waikiki, government_area=Primary Urban Center, market=Oahu, country=United States, country_code=US, location=Document{{type=Point, coordinates=[-157.82696, 21.27971], is_location_exact=true}}}}, score=2.238388776779175}}
Document{{name=302 Kanai A Nalu Ocean front/view, property_type=Condominium, address=Document{{street=Wailuku, HI, United States, suburb=Maui, government_area=Kihei-Makena, market=Maui, country=United States, country_code=US, location=Document{{type=Point, coordinates=[-156.5039, 20.79664], is_location_exact=true}}}}, score=2.238388776779175}}
Document{{name=Sugar Beach Resort 1BR Ground Floor Condo !, property_type=Condominium, address=Document{{street=Kihei, HI, United States, suburb=Maui, government_area=Kihei-Makena, market=Maui, country=United States, country_code=US, location=Document{{type=Point, coordinates=[-156.46697, 20.78484], is_location_exact=true}}}}, score=2.238388776779175}}
Document{{name=2 BR Oceanview - Great Location!, property_type=Condominium, address=Document{{street=Kihei, HI, United States, suburb=Kihei/Wailea, government_area=Kihei-Makena, market=Maui, country=United States, country_code=US, location=Document{{type=Point, coordinates=[-156.44917, 20.73013], is_location_exact=true}}}}, score=2.238388776779175}}
Document{{name=PALMS AT WAILEA #905-2BR-REMODELED-LARGE LANAI-AC, property_type=Condominium, address=Document{{street=Kihei, HI, United States, suburb=Maui, government_area=Kihei-Makena, market=Maui, country=United States, country_code=US, location=Document{{type=Point, coordinates=[-156.4409, 20.69735], is_location_exact=true}}}}, score=2.238388776779175}}

{
    "address": {
        "country": "United States",
        "country_code": "US",
        "government_area": "Primary Urban Center",
        "location": {
            "coordinates": [
                -157.83919,
                21.28634
            ],
            "is_location_exact": true,
            "type": "Point"
        },
        "market": "Oahu",
        "street": "Honolulu, HI, United States",
        "suburb": "O\u02bbahu"
    },
    "name": "Ocean View Waikiki Marina w/prkg",
    "property_type": "Condominium",
    "score": 2.238388776779175
}
{
    "address": {
        "country": "United States",
        "country_code": "US",
        "government_area": "Lahaina",
        "location": {
            "coordinates": [
                -156.68012,
                20.96996
            ],
            "is_location_exact": true,
            "type": "Point"
        },
        "market": "Maui",
        "street": "Lahaina, HI, United States",
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