使用Python在Elasticsearch中索引JSON文件? [英] Index JSON files in elasticsearch using Python?
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问题描述
我有一堆JSON文件(100),分别命名为merged_file 1.json,merged_file 2. json等。
I have a bunch of JSON files(100), which are named as merged_file 1.json, merged_file 2. json and so on.
如何编制索引所有这些文件都使用python(elasticsearch_dsl)转换为elasticsearch吗?
How do I index all these files into elasticsearch using python(elasticsearch_dsl) ?
我正在使用此代码,但似乎无法正常工作:
I am using this code, but it doesn't seem to work:
from elasticsearch_dsl import Elasticsearch
import json
import os
import sys
es = Elasticsearch()
json_docs =[]
directory = sys.argv[1]
for filename in os.listdir(directory):
if filename.endswith('.json'):
with open(filename,'r') as open_file:
json_docs.append(json.load(open_file))
es.bulk("index_name", "type_name", json_docs)
JSON如下所示:
{"one":["some data"],"two":["some other data"],"three":["other data"]}
我该怎么做才能使此正确?
What can I do to make this correct ?
推荐答案
对于此任务,您应该使用 elasticsearch-py
( pip install elasticsearch
):
For this task you should be using elasticsearch-py
(pip install elasticsearch
):
from elasticsearch import Elasticsearch, helpers
import sys, json
es = Elasticsearch()
def load_json(directory):
" Use a generator, no need to load all in memory"
for filename in os.listdir(directory):
if filename.endswith('.json'):
with open(filename,'r') as open_file:
yield json.load(open_file)
helpers.bulk(es, load_json(sys.argv[1]), index='my-index', doc_type='my-type')
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