python操作es

一 python中集成es两种方式

1 原生集成

# Official low-level client for Elasticsearch

### 等同于pymysql
#pip3 install elasticsearch


from elasticsearch import Elasticsearch

obj = Elasticsearch()   # 得到一个对象
# 创建索引（Index）
# result = obj.indices.create(index='user', body={"userid":'1','username':'lqz'},ignore=400)
# print(result)
# 删除索引
# result = obj.indices.delete(index='user', ignore=[400, 404])
# 插入数据
# data = {'userid': '1', 'username': 'lqz','password':'123'}
# result = obj.create(index='news', doc_type='_doc', id=1, body=data)
# print(result)
# 更新数据
'''
不用doc包裹会报错
ActionRequestValidationException[Validation Failed: 1: script or doc is missing
'''
# data ={'doc':{'userid': '1', 'username': 'lqz','password':'123ee','test':'test'}}
# result = obj.update(index='news', doc_type='_doc', body=data, id=1)
# print(result)


# 删除数据
# result = obj.delete(index='news', doc_type='_doc', id=1)
# print(result)

# 查询
# 查找所有文档
# query = {'query': {'match_all': {}}}
#  查找名字叫做jack的所有文档
query = {'query': {'match': {'title': '十个'}}}

# 查找年龄大于11的所有文档
# query = {'query': {'range': {'age': {'gt': 11}}}}

allDoc = obj.search(index='books', doc_type='_doc', body=query)
# print(allDoc)
print(allDoc['hits']['hits'][0]['_source'])

2 dsl集成

# Elasticsearch DSL is a high-level
# pip3 install elasticsearch-dsl
from datetime import datetime
from elasticsearch_dsl import Document, Date, Nested, Boolean,analyzer, InnerDoc, Completion, Keyword, Text,Integer
from elasticsearch_dsl.connections import connections
connections.create_connection(hosts=["localhost"])
class Article(Document):
    title = Text(analyzer='ik_max_word')
    author = Text()
    class Index:
        name = 'myindex'
    def save(self, ** kwargs):
        return super(Article, self).save(** kwargs)
if __name__ == '__main__':
    # Article.init()  # 创建索引
    # 保存数据
    # article = Article()
    # article.title = "测试测试阿斯顿发送到发斯蒂芬啊啊士大夫阿斯蒂芬"
    # article.author = "lqz"
    # article.save()  # 数据就保存了

    #查询数据
    # s=Article.search()
    # s = s.filter('match', title="测试")
    #
    # results = s.execute()  # 执行
    # print(results[0].title)

    #删除数据
    s = Article.search()
    s = s.filter('match', title="李清照").delete()

    #修改数据
    # s = Article().search()
    # s = s.filter('match', title="测试")
    # results = s.execute()
    # print(results[0])
    # results[0].title="李清照阿斯顿发送到发送阿斯蒂"
    # results[0].save()