This commit is contained in:
2025-08-19 09:18:25 +08:00
parent f0cefdfdff
commit 11d4b33170
3 changed files with 72 additions and 46 deletions

View File

@@ -1,47 +1,14 @@
import warnings
from elasticsearch import Elasticsearch
from Config import Config
from ElasticSearch.Utils.EsSearchUtil import EsSearchUtil, disableWarning
# 抑制HTTPS相关警告
warnings.filterwarnings('ignore', message='Connecting to .* using TLS with verify_certs=False is insecure')
warnings.filterwarnings('ignore', message='Unverified HTTPS request is being made to host')
# 禁用警告
disableWarning()
# 初始化ES连接
es = Elasticsearch(
hosts=Config.ES_CONFIG['hosts'],
basic_auth=Config.ES_CONFIG['basic_auth'],
verify_certs=False
)
# 创建EsSearchUtil实例
search_util = EsSearchUtil(Config.ES_CONFIG)
# 定义mapping结构
mapping = {
"mappings": {
"properties": {
"embedding": {
"type": "dense_vector",
"dims": 1024, # embedding维度为1024
"index": True,
"similarity": "l2_norm" # 使用L2距离
},
"user_input": {"type": "text"},
"tags": {
"type": "object",
"properties": {
"tags": {"type": "keyword"},
"full_content": {"type": "text"}
}
}
}
}
}
# 创建索引
index_name = Config.ES_CONFIG['index_name']
if es.indices.exists(index=index_name):
es.indices.delete(index=index_name)
print(f"删除已存在的索引 '{index_name}'")
es.indices.create(index=index_name, body=mapping)
print(f"索引 '{index_name}' 创建成功mapping结构已设置。")
# 调用重建mapping方法
if search_util.rebuild_mapping():
print("重建mapping操作完成成功")
else:
print("重建mapping操作失败")