当插入大量数据时，Python的弹性搜索批量API会触发OOM

Question

当我使用上面的代码将数据插入到elasticsearch时，触发OOM

import time
import sys
from elasticsearch import Elasticsearch
from elasticsearch.helpers import bulk

reload(sys)
sys.setdefaultencoding('utf-8')

def set_mapping(es, index_name = "content_engine", doc_type_name = "en"):
    my_mapping = {
        "en": {
            "properties": {
                "a": {
                    "type": "string"
                 },
                 "b": {
                    "type": "string"
                 }
            }
        }
    }
    create_index = es.indices.create(index = index_name,body = my_mapping)
    mapping_index = es.indices.put_mapping(index = index_name, doc_type = doc_type_name, body = my_mapping)
    if create_index["acknowledged"] != True or mapping_index["acknowledged"] != True:
        print "Index creation failed..."

def set_data(es, input_file, index_name = "content_engine", doc_type_name="en"):
    i = 0
    count = 0
    ACTIONS = []
    for line in open(input_file):
        fields = line.replace("\r\n", "").replace("\n", "").split("----")
        if len(fields) == 2:
            a, b = fields
        else:
            continue
        action = {
            "_index": index_name,
            "_type": doc_type_name,
            "_source": {
                  "a": a,
                  "b": b, 
            }
        }
        i += 1
        ACTIONS.append(action)
        if (i == 500000):
            success, _ = bulk(es, ACTIONS, index = index_name, raise_on_error = True)
            count += success
            i = 0
            ACTIONS = []

    success, _ = bulk(es, ACTIONS, index = index_name, raise_on_error=True)
    count += success
    print("insert %s lines" % count)


if __name__ == '__main__':
    es = Elasticsearch(hosts=["127.0.0.1:9200"], timeout=5000)
    set_mapping(es)
    set_data(es,sys.argv[1])

我的机器内存是24G，数据的大小是5G，当插入1600w线时，内存开始飙升，最后触发OOM，触发内存泄漏。