问题
I am using pymongo to query for all items in a region (actually it is to query for all venues in a region on a map). I used db.command(SON())
before to search in a spherical region, which can return me a dictionary and in the dictionary there is a key called results
which contains the venues. Now I need to search in a square area and I am suggested to use db.places.find
, however, this returns me a pymongo.cursor.Cursor
class and I have no idea how to extract the venue results from it.
Does anyone know whether I should convert the cursor into a dict and extract the results out, or use another method to query for items in a square region? BTW, db is pymongo.database.Database class
The codes are:
>>> import pymongo
>>> db = pymongo.MongoClient(host).PSRC
>>> resp = db.places.find({"loc": {"$within": {"$box": [[ll_lng,ll_lat], [ur_lng,ur_lat]]}}})
>>> for doc in resp:
>>> print(doc)
I have values of ll_lng, ll_lat, ur_lng and ur_lat, use these values but it prints nothing from this codes
回答1:
The find method returns a Cursor instance, which allows you to iterate over all matching documents.
To get the first document that matches the given criteria you need to use find_one. The result of find_one
is a dictionary.
You can always use the list
constructor to return a list of all the documents in the collection but bear in mind that this will load all the data in memory and may not be what you want.
You should do that if you need to reuse the cursor and have a good reason not to use rewind()
Demo using find
:
>>> import pymongo
>>> conn = pymongo.MongoClient()
>>> db = conn.test #test is my database
>>> col = db.spam #Here spam is my collection
>>> cur = col.find()
>>> cur
<pymongo.cursor.Cursor object at 0xb6d447ec>
>>> for doc in cur:
... print(doc) # or do something with the document
...
{'a': 1, '_id': ObjectId('54ff30faadd8f30feb90268f'), 'b': 2}
{'a': 1, 'c': 3, '_id': ObjectId('54ff32a2add8f30feb902690'), 'b': 2}
Demo using find_one
:
>>> col.find_one()
{'a': 1, '_id': ObjectId('54ff30faadd8f30feb90268f'), 'b': 2}
回答2:
Easy
import pymongo
conn = pymongo.MongoClient()
db = conn.test #test is my database
col = db.spam #Here spam is my collection
array = list(col.find())
print array
There you go
回答3:
I suggest create a list and append dictionary into it.
x = []
cur = db.dbname.find()
for i in cur:
x.append(i)
print(x)
Now x is a list of dictionary, you can manipulate the same in usual python way.
回答4:
The MongoDB find
method does not return a single result, but a list of results in the form of a Cursor
. This latter is an iterator, so you can go through it with a for
loop.
For your case, just use the findOne
method instead of find
. This will returns you a single document as a dictionary.
回答5:
to_dict() Convert a SON document to a normal Python dictionary instance.
This is trickier than just dict(...) because it needs to be recursive.
http://api.mongodb.org/python/current/api/bson/son.html
来源:https://stackoverflow.com/questions/28968660/how-to-convert-a-pymongo-cursor-cursor-into-a-dict