test_source_fields.py
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#!/usr/bin/env python3
"""
测试ES source_fields配置的脚本
"""
import sys
import os
sys.path.append(os.path.dirname(os.path.abspath(__file__)))
from config import ConfigLoader, CustomerConfig
def test_source_fields_config():
"""测试source_fields配置是否正确加载"""
print("测试ES source_fields配置...")
# 加载配置
config_loader = ConfigLoader("config/schema")
try:
# 加载customer1配置
config = config_loader.load_customer_config("customer1")
print(f"✓ 成功加载配置: {config.customer_id}")
# 检查source_fields配置
source_fields = config.query_config.source_fields
print(f"✓ source_fields配置 ({len(source_fields)}个字段):")
for i, field in enumerate(source_fields, 1):
print(f" {i:2d}. {field}")
# 检查默认字段列表是否包含预期字段
expected_fields = ["id", "title", "brandName", "price", "image"]
for field in expected_fields:
if field in source_fields:
print(f"✓ 包含预期字段: {field}")
else:
print(f"⚠ 缺少预期字段: {field}")
return True
except Exception as e:
print(f"✗ 配置加载失败: {e}")
return False
def test_es_query_builder():
"""测试ES查询构建器是否正确应用source_fields"""
print("\n测试ES查询构建器...")
try:
from search.es_query_builder import ESQueryBuilder
# 测试基础查询构建器
builder = ESQueryBuilder(
index_name="test_index",
match_fields=["title", "content"],
source_fields=["id", "title", "price"]
)
# 构建查询
query = builder.build_query("test query")
print("✓ ES查询构建成功")
print(f"查询结构:")
print(f" size: {query.get('size')}")
print(f" _source: {query.get('_source')}")
# 检查_source配置
if "_source" in query:
source_config = query["_source"]
if "includes" in source_config:
print(f"✓ _source includes配置正确: {source_config['includes']}")
else:
print("✗ _source配置中缺少includes字段")
else:
print("✗ 查询中缺少_source配置")
return True
except Exception as e:
print(f"✗ ES查询构建器测试失败: {e}")
import traceback
traceback.print_exc()
return False
def test_multilang_query_builder():
"""测试多语言查询构建器"""
print("\n测试多语言查询构建器...")
try:
from search.multilang_query_builder import MultiLanguageQueryBuilder
# 加载配置
config_loader = ConfigLoader("config/schema")
config = config_loader.load_customer_config("customer1")
# 创建多语言查询构建器
builder = MultiLanguageQueryBuilder(
config=config,
index_name=config.es_index_name,
text_embedding_field="text_embedding",
image_embedding_field="image_embedding",
source_fields=config.query_config.source_fields
)
print("✓ 多语言查询构建器创建成功")
print(f" source_fields配置: {builder.source_fields}")
return True
except Exception as e:
print(f"✗ 多语言查询构建器测试失败: {e}")
import traceback
traceback.print_exc()
return False
if __name__ == "__main__":
print("=" * 60)
print("ES Source Fields 配置测试")
print("=" * 60)
success = True
# 运行所有测试
success &= test_source_fields_config()
success &= test_es_query_builder()
success &= test_multilang_query_builder()
print("\n" + "=" * 60)
if success:
print("✓ 所有测试通过!source_fields配置已正确实现。")
else:
print("✗ 部分测试失败,请检查配置和代码。")
print("=" * 60)