DOC-4197: add TCEs to the geospatial query page

doctests/query_geo.py

@@ -0,0 +1,69 @@
+# EXAMPLE: query_geo
+# HIDE_START
+import json
+import sys
+import redis
+from redis.commands.json.path import Path
+from redis.commands.search.field import GeoField, GeoShapeField
+from redis.commands.search.indexDefinition import IndexDefinition, IndexType
+from redis.commands.search.query import Query
+
+r = redis.Redis(decode_responses=True)
+
+# create index
+schema = (
+    GeoField("$.store_location", as_name="store_location"),
+    GeoShapeField("$.pickup_zone", coord_system=GeoShapeField.FLAT, as_name="pickup_zone")
+)
+
+index = r.ft("idx:bicycle")
+index.create_index(
+    schema,
+    definition=IndexDefinition(prefix=["bicycle:"], index_type=IndexType.JSON),
+)
+
+# load data
+with open("data/query_em.json") as f:
+    bicycles = json.load(f)
+
+pipeline = r.pipeline(transaction=False)
+for bid, bicycle in enumerate(bicycles):
+    pipeline.json().set(f'bicycle:{bid}', Path.root_path(), bicycle)
+pipeline.execute()
+# HIDE_END
+
+# STEP_START geo1
+params_dict = {"lon": -0.1778, "lat": 51.5524, "radius": 20, "units": "mi"}
+q = Query("@store_location:[$lon $lat $radius $units]").dialect(2)
+res = index.search(q, query_params=params_dict)
+print(res)
+# >>> Result{1 total, docs: [Document {'id': 'bicycle:5', ...
+# REMOVE_START
+assert res.total == 1
+# REMOVE_END
+# STEP_END
+
+# STEP_START geo2
+params_dict = {"bike": "POINT(-0.1278 51.5074)"}
+q = Query("@pickup_zone:[CONTAINS $bike]").dialect(3)
+res = index.search(q, query_params=params_dict)
+print(res.total) # >>> 1
+# REMOVE_START
+assert res.total == 1
+# REMOVE_END
+# STEP_END
+
+# STEP_START geo3
+params_dict = {"europe": "POLYGON((-25 35, 40 35, 40 70, -25 70, -25 35))"}
+q = Query("@pickup_zone:[WITHIN $europe]").dialect(3)
+res = index.search(q, query_params=params_dict)
+print(res.total) # >>> 5
+# REMOVE_START
+assert res.total == 5
+# REMOVE_END
+# STEP_END
+
+# REMOVE_START
+# destroy index and data
+r.ft("idx:bicycle").dropindex(delete_documents=True)
+# REMOVE_END