python 操作solr索引数据
测试代码1:
- def test(self):
- data = {"add": {"doc": {"id": "", "*字段名*": u"我是一个大好人"}}}
- params = {"boost": 1.0, "overwrite": "true", "commitWithin": 1000}
- url = 'http://127.0.0.1:8983/solr/mycore/update?wt=json'
- headers = {"Content-Type": "application/json"}
- r = requests.post(url, json=data, params=params, headers=headers)
- print r.text
- def Index_data(self):
- solr = pysolr.Solr('http://127.0.0.1:8983/solr/mycore/', timeout=10)
- # How you'd index data.
- result = solr.add([
- {
- "id": "doc_1",
- "title": "A test document",
- },
- {
- "id": "doc_2",
- "title": "The Banana: Tasty or Dangerous?",
- },
- ])
- print result
测试代码2
实际数据:
- def Index_Data_FromCSV(self, csvfile):
- '''
- 从CSV文件中读取数据,并索引到solr中
- :param csvfile: csv文件,包括完整路径
- :return:
- '''
- list = CSVOP.ReadCSV(csvfile)
- index = 0
- doc = {}
- params = {"boost": 1.0, "overwrite": "true", "commitWithin": 1000}
- url = 'http://127.0.0.1:8983/solr/mycore/update?wt=json'
- headers = {"Content-Type": "application/json"}
- for item in list:
- if index > 0: # 第一行是标题
- try:
- doc['title'] = item[0].decode('GB2312')
- doc['link'] = item[1]
- # doc['date'] = item[2]
- doc['source'] = item[3].decode('GB2312')
- doc['keyword'] = item[4].decode('GB2312')
- data = {"add": {"doc": doc}}
- r = requests.post(url, json=data, params=params, headers=headers)
- print r.text
- except Exception,e:
- print e.message
- print index
- index += 1
- #pysolr客户端代码
- def pysolr_Index_Data_FromCSV(self, csvfile,url='http://127.0.0.1:8983/solr/mycore/'):
- '''
- 从CSV文件中读取数据,并索引到solr中
- :param csvfile: csv文件,包括完整路径
- :return:
- '''
- list = CSVOP.ReadCSV(csvfile)
- index = 0
- listdocs = []
- for item in list:
- if index > 0: # 第一行是标题
- doc = {}
- try:
- doc['title'] = item[0].decode('GB2312')
- doc['link'] = item[1]
- # doc['date'] = item[2]
- doc['source'] = item[3].decode('GB2312')
- doc['keyword'] = item[4].decode('GB2312')
- listdocs.append(doc)
- except Exception,e:
- print e.message
- index += 1
- solr = pysolr.Solr(url, timeout=10)
- result = solr.add(listdocs)
- print result
查询代码:
- def search_data(self,message='视频'):
- url = 'http://127.0.0.1:8983/solr/mycore/select?q=title:"\%s"&wt=json&indent=true' % message
- r = requests.get(url, verify=False)
- print r.text
- r = r.json()['response']['numFound']
- print message + ":" + str(r)
- #pysolr客户端
- def search_data(self,where='视频',url='http://127.0.0.1:8983/solr/mycore/'):
- solr = pysolr.Solr(url, timeout=10)
- dict = {'start':10,'rows': 30,'fl':'title,keyword,source,link'}
- result = solr.search('title:视频',**dict)
- # result = solr.search('title:视频')
- # print result.raw_response['response']['numFound']
- for item in result:
- print 'keyword: %s'% item['keyword']
- print 'title: %s'% item['title']
- print 'source: %s'% item['source']
- print 'link: %s'% item['link']
- print ' '
输出结果:
- {
- "responseHeader":{
- "status":0,
- "QTime":0,
- "params":{
- "q":"title:\"\\视频\"",
- "indent":"true",
- "wt":"json"}},
- "response":{"numFound":123,"start":0,"docs":[
- {
- "source":"中彩网",
- "link":"http://www.zhcw.com/video/kaijiangshipin-3D/11981126.shtml",
- "keyword":"视频",
- "title":"福彩3D开奖 视频 -中彩 视频",
- "id":"2f0a9d21-3771-4efa-a0cc-e0484cc97993",
- "_version_":1584214368617234432},
- {
- "source":"新浪视频",
- "link":"http://video.sina.com.cn/news/spj/topvideoes20170707/?opsubject_id=top1",
- "keyword":"视频",
- "title":"今日热门 视频 汇总20170707",
- "id":"c8aae0af-01e9-491f-b999-24b97004a4ba",
- "_version_":1584214367507841024},
- {
- "source":"网易新闻",
- "link":"http://news.163.com/17/0707/13/COOCNUIE00018AOR.html",
- "keyword":"视频",
- "title":"网传"兰桂坊附近不雅 视频 " 警方:传播 视频 将追责",
- "id":"353de48d-ede7-481b-89d3-bc20ab4b3884",
- "_version_":1584214367821365248},
- {
- "source":"凤凰视频",
- "link":"http://v.ifeng.com/video_7480871.shtml",
- "keyword":"视频",
- "title":"创想动画片:花粉过敏症的痛谁懂-凤凰 视频 -最具媒体品质的综合 视频 ...",
- "id":"dc5f19c4-180f-4004-a0db-4499d875a60f",
- "_version_":1584214366819975168},
- {
- "source":"凤凰视频",
- "link":"http://v.ifeng.com/video_7805858.shtml",
- "keyword":"视频",
- "title":"节气说:小暑时节就该这样养生-凤凰 视频 -最具媒体品质的综合 视频 门...",
- "id":"5e9eb7a7-48b8-4e41-9514-7712ae619d9a",
- "_version_":1584214367516229632},
- {
- "source":"凤凰视频",
- "link":"http://v.ifeng.com/video_7483506.shtml",
- "keyword":"视频",
- "title":"听导演讲《神奇女侠》的故事 -凤凰 视频 -最具媒体品质的综合 视频 门户-...",
- "id":"6b1482f1-c0c9-479f-bef7-7de324fb9372",
- "_version_":1584214367647301632},
- {
- "source":"汽车杂志",
- "link":"http://www.jiemian.com/article/1445267.html",
- "keyword":"视频",
- "title":"【视频】欧宝最近找了一堆穿睡衣的辣妈拍了一段超牛的视频",
- "id":"1d327555-a6f3-4513-9a21-43d59418ab82",
- "_version_":1584214368157958144},
- {
- "source":"味觉大师",
- "link":"http://www.jiemian.com/article/1453545.html",
- "keyword":"视频",
- "title":"【视频】大董没有肉的肉味烧茄子",
- "id":"7d777870-93cb-4c18-a32b-734af8f133f1",
- "_version_":1584213891451191296},
- {
- "source":"新浪汽车",
- "link":"http://auto.sina.com.cn/video/zz/2017-07-07/detail-ifyhwehx5311889.shtml",
- "keyword":"视频",
- "title":"视频 :两大神车pk!高尔夫思域怎么选?",
- "id":"3a50b303-6b54-4da3-aee1-a61c678c752d",
- "_version_":1584213892090822656},
- {
- "source":"味觉大师",
- "link":"http://www.jiemian.com/article/1453545.html",
- "keyword":"视频",
- "title":"【视频】大董没有肉的肉味烧茄子",
- "id":"01da8e11-77bc-4c31-ba3a-ba668e846d9d",
- "_version_":1584214366191878144}]
- }}
完整代码:
- #-*- coding: UTF-8 -*-
- import csv
- import os
- import codecs
- def ReadCSV(filename):
- if os.path.exists(filename):
- with open(filename, 'r') as f:
- reader = csv.reader(f)
- list = []
- for item in reader:
- list.append(item)
- return list
- #################################################
- #coding=utf-8
- import json
- import requests
- import os
- import time
- from os import walk
- import CSVOP
- from datetime import datetime
- import pysolr
- import math
- class SolrClientObj:
- def test(self):
- data = {"add": {"doc": {"id": "", "*字段名*": u"我是一个大好人"}}}
- params = {"boost": 1.0, "overwrite": "true", "commitWithin": 1000}
- url = 'http://127.0.0.1:8983/solr/mycore/update?wt=json'
- headers = {"Content-Type": "application/json"}
- r = requests.post(url, json=data, params=params, headers=headers)
- print r.text
- def pysolr_Index_Data_FromCSV(self, csvfile,url='http://127.0.0.1:8983/solr/mycore/'):
- '''
- 从CSV文件中读取数据,并索引到solr中
- :param csvfile: csv文件,包括完整路径
- :return:
- '''
- list = CSVOP.ReadCSV(csvfile)
- index = 0
- listdocs = []
- for item in list:
- if index > 0: # 第一行是标题
- doc = {}
- try:
- doc['title'] = item[0].decode('GB2312')
- doc['link'] = item[1]
- # doc['date'] = item[2]
- doc['source'] = item[3].decode('GB2312')
- doc['keyword'] = item[4].decode('GB2312')
- listdocs.append(doc)
- except Exception,e:
- print e.message
- index += 1
- solr = pysolr.Solr(url, timeout=10)
- result = solr.add(listdocs)
- print result
- def Index_Data_FromCSV(self, csvfile):
- '''
- 从CSV文件中读取数据,并索引到solr中
- :param csvfile: csv文件,包括完整路径
- :return:
- '''
- list = CSVOP.ReadCSV(csvfile)
- index = 0
- doc = {}
- params = {"boost": 1.0, "overwrite": "true", "commitWithin": 1000}
- url = 'http://127.0.0.1:8983/solr/mycore/update?wt=json'
- headers = {"Content-Type": "application/json"}
- for item in list:
- if index > 0: # 第一行是标题
- try:
- doc['title'] = item[0].decode('GB2312')
- doc['link'] = item[1]
- # doc['date'] = item[2]
- doc['source'] = item[3].decode('GB2312')
- doc['keyword'] = item[4].decode('GB2312')
- data = {"add": {"doc": doc}}
- r = requests.post(url, json=data, params=params, headers=headers)
- print r.text
- except Exception,e:
- print e.message
- print index
- index += 1
- def Index_data(self):
- solr = pysolr.Solr('http://127.0.0.1:8983/solr/mycore/', timeout=10)
- # How you'd index data.
- result = solr.add([
- {
- "id": "doc_1",
- "title": "A test document",
- },
- {
- "id": "doc_2",
- "title": "The Banana: Tasty or Dangerous?",
- },
- ])
- print result
- def search_data(self,where='视频',url='http://127.0.0.1:8983/solr/mycore/'):
- solr = pysolr.Solr(url, timeout=10)
- dict = {'start':10,'rows': 30,'fl':'title,keyword,source,link'}
- result = solr.search('title:视频',**dict)
- # result = solr.search('title:视频')
- # print result.raw_response['response']['numFound']
- for item in result:
- print 'keyword: %s'% item['keyword']
- print 'title: %s'% item['title']
- print 'source: %s'% item['source']
- print 'link: %s'% item['link']
- print ' '
- def delete_index_data(self,where,url='http://127.0.0.1:8983/solr/mycore/'):
- '''
- 删除索引
- :param where: 删除的条件
- :param url: url
- :return:
- '''
- solr = pysolr.Solr(url, timeout=10)
- # solr.delete(id=where) #id='id1':删除id为“id1”的索引
- result = solr.delete(q=where) #q='*:*'删除所有索引
- print result
- obj = SolrClientObj()
- # obj.delete_index_data('*:*') #删除所有索引
- # obj.Index_data()
- # obj.search_data()
- # obj.delete_index_data('doc_1')
- obj.search_data('视频')
- # csvfile = 'D:/work/Solr/other/exportExcels/2017-07-07_info.csv'
- # obj.pysolr_Index_Data_FromCSV(csvfile)
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