标签：数据挖掘
#!/usr/bin/python
# -*- coding: utf-8 -*-
'''
Created on 2015-1-1
@author: beyondzhou
@name: json_data_mongodb.py
'''
'''
Config windows service for mongodb
Configure a windows service for MongoDb
The following procedure assumes you have installed MongoDB using the MSI installer, with the default path C:\Program Files\MongoDB 2.6 Standard
1. Open an Administrator command prompt
windows/cmd
2. Create directories
cd c:
mkdir c:\data\db
mkdir c:\data\log
3. Create a configuration file
echo logpath=c:\data\log\mongod.log> "C:\Program Files\MongoDB 2.6 Standard\mongod.cfg"
echo dbpath=c:\data\db>> "C:\Program Files\MongoDB 2.6 Standard\mongod.cfg"
4. Create the MongoDB service
sc.exe create MongoDB binPath= "\"C:\Program Files\MongoDB 2.6 Standard\bin\mongod.exe\" --service --config=\"C:\Program Files\MongoDB 2.6 Standard\mongod.cfg\"" DisplayName= "MongoDB 2.6 Standard" start= "auto"
5. Start the MongoDb service
net start MongoDB
6. Stop or remove the MongoDB service as needed
To stop the MongoDB service, use the following command:
net stop MongoDB
To remove the MongoDB service, first stop the service and then run the following command
sc.exe delete MongoDB
'''
# Get public timeline of sina weibo and save json response data into mongodb
def json_data_mongodb():
# import
from login import weibo_login
import json
from data import save_to_mongo, load_from_mongo
from bson import json_util
# Access to sina api
weibo_api = weibo_login()
# Get public timeline
public_timeline = weibo_api.statuses.public_timeline.get(count=200)
# Output the public timeline
# print json.dumps(public_timeline, indent=1)
# Save the json data into mongodb
save_to_mongo(public_timeline, 'public_timeline', 'publicTimeline')
# Read the json data from mongodb
results = load_from_mongo('public_timeline', 'publicTimeline')
print json.dumps(results, indent=1, default=json_util.default)
if __name__ == '__main__':
json_data_mongodb()# Save json data into mongo
def save_to_mongo(data, mongo_db, mongo_db_coll, **mongo_conn_kw):
import pymongo
# Connect to the MongoDB server running on
# localhost:27017 by default
client = pymongo.MongoClient(**mongo_conn_kw)
# Get a reference to a particular database
db = client[mongo_db]
# Reference a particular collection in the database
coll = db[mongo_db_coll]
# Perform a bulk insert and return IDs
return coll.insert(data)
# Load json data from mongo
def load_from_mongo(mongo_db, mongo_db_coll, return_cursor=False,
criteria=None, projection=None, **mongo_conn_kw):
import pymongo
client = pymongo.MongoClient(**mongo_conn_kw)
db = client[mongo_db]
coll = db[mongo_db_coll]
if criteria is None:
criteria = {}
if projection is None:
cursor = coll.find(criteria)
else:
cursor = coll.find(criteria, projection)
# Returning a cursor for large number of data
if return_cursor:
return cursor
else:
return [item for item in cursor]Result:
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新浪微博数据挖掘食谱之五： 保存篇 (json mongodb格式)
标签：数据挖掘
原文地址：http://blog.csdn.net/guaguastd/article/details/42317063
