pymongo
可能会帮助您，以下是我正在使用的一些代码：
import pandas as pdfrom pymongo import MongoClientdef _connect_mongo(host, port, username, password, db): """ A util for making a connection to mongo """ if username and password: mongo_uri = 'mongodb://%s:%s@%s:%s/%s' % (username, password, host, port, db) conn = MongoClient(mongo_uri) else: conn = MongoClient(host, port) return conn[db]def read_mongo(db, collection, query={}, host='localhost', port=27017, username=None, password=None, no_id=True): """ Read from Mongo and Store into Dataframe """ # Connect to MongoDB db = _connect_mongo(host=host, port=port, username=username, password=password, db=db) # Make a query to the specific DB and Collection cursor = db[collection].find(query) # Expand the cursor and construct the Dataframe df = pd.Dataframe(list(cursor)) # Delete the _id if no_id: del df['_id'] return df
