pipelines.py
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# -*- coding: utf-8 -*-
# Define your item pipelines here
#
# Don't forget to add your pipeline to the ITEM_PIPELINES setting
# See: http://doc.scrapy.org/en/latest/topics/item-pipeline.html
from .items import *
from hashlib import md5
import happybase
import logging
import socket
import SocketServer
import pickle
import json
import cjson
class HbaseDumper(object):
def __init__(self, Item, tablename=None):
self.Item = Item # class not object
self.table_name = tablename if tablename != None else self.Item.__name__
self.table = None
self.connection = None
self.sparkcontex = None
# @deprecated
def get_table_orig(self):
if self.table != None:
return self.table
if self.connection is None:
c = happybase.Connection('HPC-server')
self.connection = c
tables = self.connection.tables()
if self.table_name not in tables:
families = self.Item.fields
self.connection.create_table(name=self.table_name, families=families)
table = self.connection.table(name=self.table_name)
self.table = table
return table
def get_table(self):
if self.table != None:
return self.table
if self.connection is None:
c = happybase.Connection('HPC-server')
self.connection = c
tables = self.connection.tables()
if self.table_name not in tables:
families = {'cf_pic': dict(),
'cf_info': dict(max_versions=10),
'cf_tag': dict(),
'cf_feat': dict(),
}
self.connection.create_table(name=self.table_name, families=families)
table = self.connection.table(name=self.table_name)
self.table = table
return table
def store_item(self, item):
if self.table == None:
self.table = self.get_table()
# data = {}
# for key in item.keys():
# data[key + ':'] = item[key]
# self.table.put(item['id'], data)
self.table.put(item['id'], {'cf_pic:data': item['data']})
# @TODO: Bulk put
def store_items(self, items):
if self.table == None:
self.table = self.get_table()
dict_databuf = {}
for item in items:
data = {}
for key in item.keys():
data[key + ':'] = item[key]
dict_databuf[item['id']] = data
try:
with self.table.batch(batch_size=5000) as b:
for rowkey, data in dict_databuf.items():
b.put(rowkey, data)
except ValueError:
raise
pass
class MspiderDBPipeline(object):
logger = logging.getLogger("mspider")
def __init__(self):
self.hbasedumper = HbaseDumper(LarvaeItem, tablename='MSPIDER')
self.logger.setLevel(logging.DEBUG)
hd = logging.StreamHandler()
formatter = logging.Formatter("%(asctime)s - [%(levelname)s] - %(message)s")
hd.setFormatter(formatter)
self.logger.addHandler(hd)
def process_item(self, item, spider):
try:
self.logger.warn("scraping <%s>" % (item['link']))
self.hbasedumper.store_item(item) # one by one
# self.hbasedumper.store_items(item) # bulk put
except:
raise
return item
class MspiderStreamPipeline(object):
"""
cjson is awsome!!!
"""
logger = logging.getLogger("mspider")
def __init__(self, host='192.168.2.118', port=9999):
self.host, self.port = host, port
self.logger.setLevel(logging.DEBUG)
hd = logging.StreamHandler()
formatter = logging.Formatter("%(asctime)s - [%(levelname)s] - %(message)s")
hd.setFormatter(formatter)
self.logger.addHandler(hd)
# def open_spider(self, spider):
# self.sock = socket.socket()
# self.sock.connect((self.host, self.port))
#
# def close_spider(self, spider):
# self.sock.close()
def _client(self, item):
try:
self.logger.warn("scraping <%s>" % (item['link']))
self.sock = socket.socket()
self.sock.connect((self.host, self.port))
# pk_item = pickle.dumps(dict(item))
item['data'] = item['data'].decode('latin1').encode('utf8')
# pk_item = json.dumps(dict(item), encoding='utf-8') + "\n"
pk_item = cjson.encode(dict(item)) + "\n"
self.sock.sendall(pk_item)
except:
raise
finally:
self.sock.close()
def _server(self, item):
try:
self.logger.warn("scraping <%s>" % (item['link']))
self.sock = socket.socket()
self.sock.bind((self.host, self.port))
self.sock.listen(1)
conn, addr = self.sock.accept()
print 'Connected by', addr
# pk_item = pickle.dumps(dict(item))
item['data'] = item['data'].decode('latin1').encode('utf8')
# pk_item = json.dumps(dict(item), encoding='utf-8') + "\n"
pk_item = cjson.encode(dict(item)) + "\n"
conn.sendall(pk_item)
conn.close()
except:
raise
finally:
self.sock.close()
def process_item(self, item, spider):
# try:
# self.logger.warn("scraping <%s>" % (item['link']))
#
# self.sock = socket.socket()
# self.sock.connect((self.host, self.port))
#
# # pk_item = pickle.dumps(dict(item))
# item['data'] = item['data'].decode('latin1').encode('utf8')
# # pk_item = json.dumps(dict(item), encoding='utf-8') + "\n"
# pk_item = cjson.encode(dict(item)) + "\n"
#
# self.sock.sendall(pk_item)
# except:
# raise
# finally:
# self.sock.close()
# pass
self._server(item)
return item