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					@ -2,20 +2,26 @@ package com.hnac.hzims.bigmodel.maintenance.service.impl; | 
				
			
			
		
	
		
		
			
				
					
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					import cn.hutool.http.HttpRequest; | 
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					import cn.hutool.http.HttpRequest; | 
				
			
			
		
	
		
		
			
				
					
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					import cn.hutool.http.HttpResponse; | 
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					import cn.hutool.http.HttpResponse; | 
				
			
			
		
	
		
		
			
				
					
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					import com.alibaba.fastjson.JSON; | 
				
			
			
		
	
		
		
			
				
					
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					import com.alibaba.fastjson.JSONArray; | 
				
			
			
		
	
		
		
			
				
					
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					import com.alibaba.fastjson.JSONObject; | 
				
			
			
		
	
		
		
			
				
					
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					import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl; | 
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					import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl; | 
				
			
			
		
	
		
		
			
				
					
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					import com.fasterxml.jackson.core.JsonProcessingException; | 
				
			
			
		
	
		
		
			
				
					
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					import com.fasterxml.jackson.databind.JsonNode; | 
				
			
			
		
	
		
		
			
				
					
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					import com.fasterxml.jackson.databind.ObjectMapper; | 
				
			
			
		
	
		
		
			
				
					
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					import com.hnac.hzims.bigmodel.database.service.WeaviateService; | 
				
			
			
		
	
		
		
			
				
					
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					import com.hnac.hzims.bigmodel.maintenance.entity.VectorParamEntity; | 
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					import com.hnac.hzims.bigmodel.maintenance.entity.VectorParamEntity; | 
				
			
			
		
	
		
		
			
				
					
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					import com.hnac.hzims.bigmodel.maintenance.mapper.VectorParamMapper; | 
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					import com.hnac.hzims.bigmodel.maintenance.mapper.VectorParamMapper; | 
				
			
			
		
	
		
		
			
				
					
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					import com.hnac.hzims.bigmodel.maintenance.service.VectorParamService; | 
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					import com.hnac.hzims.bigmodel.maintenance.service.VectorParamService; | 
				
			
			
		
	
		
		
			
				
					
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					import com.hnac.hzims.bigmodel.maintenance.vo.VectorUrlResponse; | 
				
			
			
		
	
		
		
			
				
					
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					import lombok.AllArgsConstructor; | 
				
			
			
		
	
		
		
			
				
					
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					import lombok.extern.slf4j.Slf4j; | 
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					import lombok.extern.slf4j.Slf4j; | 
				
			
			
		
	
		
		
			
				
					
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					import org.springblade.core.tool.jackson.JsonUtil; | 
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					import org.springblade.core.tool.utils.CollectionUtil; | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					import org.springframework.stereotype.Service; | 
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					import org.springframework.stereotype.Service; | 
				
			
			
		
	
		
		
			
				
					
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					import javax.servlet.http.HttpServletResponse; | 
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					import javax.servlet.http.HttpServletResponse; | 
				
			
			
		
	
		
		
			
				
					
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					import java.nio.charset.StandardCharsets; | 
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					import java.nio.charset.StandardCharsets; | 
				
			
			
		
	
		
		
			
				
					
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					import java.util.ArrayList; | 
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					import java.util.*; | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					import java.util.Base64; | 
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					import java.util.List; | 
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					import java.util.Map; | 
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					/** | 
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					/** | 
				
			
			
		
	
		
		
			
				
					
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					 * @Author: ypj | 
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					 * @Author: ypj | 
				
			
			
		
	
	
		
		
			
				
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					@ -23,37 +29,126 @@ import java.util.Map; | 
				
			
			
		
	
		
		
			
				
					
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					 */ | 
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					 */ | 
				
			
			
		
	
		
		
			
				
					
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					@Service | 
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					@Service | 
				
			
			
		
	
		
		
			
				
					
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					@Slf4j | 
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					@Slf4j | 
				
			
			
		
	
		
		
			
				
					
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					@AllArgsConstructor | 
				
			
			
		
	
		
		
			
				
					
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					public class VectorParamServiceImpl extends ServiceImpl<VectorParamMapper, VectorParamEntity> implements VectorParamService { | 
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					public class VectorParamServiceImpl extends ServiceImpl<VectorParamMapper, VectorParamEntity> implements VectorParamService { | 
				
			
			
		
	
		
		
			
				
					
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					    private static final String CLIENT_SIGN = "vector_param"; | 
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					    private static final String CLIENT_SIGN = "vector_param"; | 
				
			
			
		
	
		
		
			
				
					
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					    private final WeaviateService weaviateService; | 
				
			
			
		
	
		
		
			
				
					
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					    @Override | 
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					    @Override | 
				
			
			
		
	
		
		
			
				
					
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					    public String getAuthorization() { | 
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					    public String getAuthorization() { | 
				
			
			
		
	
		
		
			
				
					
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					        return "Basic " + Base64.getEncoder().encodeToString(CLIENT_SIGN.getBytes(StandardCharsets.UTF_8)); | 
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					        return "Basic " + Base64.getEncoder().encodeToString(CLIENT_SIGN.getBytes(StandardCharsets.UTF_8)); | 
				
			
			
		
	
		
		
			
				
					
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					    } | 
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					    } | 
				
			
			
		
	
		
		
			
				
					
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					    @Override | 
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					    @Override | 
				
			
			
		
	
		
		
			
				
					
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					    public Map getUrlResponse(String url, String bladeToken, String hzinfoToken) { | 
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					    public VectorUrlResponse getUrlResponse(String url, String bladeToken, String hzinfoToken) { | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					        HttpResponse response = HttpRequest.get(url) | 
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					        HttpResponse response = HttpRequest.get(url) | 
				
			
			
		
	
		
		
			
				
					
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					                .header("Authorization", getAuthorization()) | 
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					                .header("Authorization", getAuthorization()) | 
				
			
			
		
	
		
		
			
				
					
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					                .header("Blade-Auth", bladeToken) | 
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					                .header("Blade-Auth", bladeToken) | 
				
			
			
		
	
		
		
			
				
					
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					                .header("Hzinfo-Auth", hzinfoToken).execute(); | 
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					                .header("Hzinfo-Auth", hzinfoToken).execute(); | 
				
			
			
		
	
		
		
			
				
					
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					        if (response.getStatus() == HttpServletResponse.SC_OK) { | 
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					        if (response.getStatus() == HttpServletResponse.SC_OK) { | 
				
			
			
		
	
		
		
			
				
					
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					            return JsonUtil.toMap(response.body()); | 
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					            String body = response.body(); | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					            log.info("getUrlResponse:" + body); | 
				
			
			
		
	
		
		
			
				
					
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					            JSONObject jsonObject = JSON.parseObject(body); | 
				
			
			
		
	
		
		
			
				
					
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					            VectorUrlResponse result = new VectorUrlResponse(); | 
				
			
			
		
	
		
		
			
				
					
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					            result.setOriginalData(JSONArray.parseArray(jsonObject.getString("data")).toJavaList(JSONObject.class)); | 
				
			
			
		
	
		
		
			
				
					
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					//            try {
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					//                ObjectMapper mapper = new ObjectMapper();
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					//                JsonNode rootNode = mapper.readTree(body);
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					//                if (rootNode.isArray()) {
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					//                    return getUrlResponseByArray(rootNode);
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					//                }
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					//                JsonNode dataNode = rootNode.findValue("data");
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					//                if (dataNode != null && dataNode.isArray()) {
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					//                    return getUrlResponseByArray(dataNode);
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					//                }
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					//                if (dataNode != null) {
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					//                    return getUrlResponseByObject(dataNode);
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					//                }
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					//                if (rootNode != null) {
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					//                    return getUrlResponseByObject(rootNode);
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					//                }
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					//            } catch (JsonProcessingException e) {
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					//                log.error("getUrlResponse error", e);
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					//            }
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					        } | 
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					        } | 
				
			
			
		
	
		
		
			
				
					
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					        return null; | 
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					        return null; | 
				
			
			
		
	
		
		
			
				
					
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					    } | 
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					    } | 
				
			
			
		
	
		
		
			
				
					
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					//    private VectorUrlResponse getUrlResponseByArray(JsonNode rootNode) throws JsonProcessingException {
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					//        VectorUrlResponse result = new VectorUrlResponse();
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					//        result.setOriginalData(rootNode);
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					//        JsonNode item = rootNode.get(0);
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					//        if (item != null) {
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					//            List<String> keyList = new ArrayList<>();
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					//            Iterator<String> iterator = item.fieldNames();
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					//            while (iterator.hasNext()) {
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					//                keyList.add(iterator.next());
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					//            }
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					//            result.setKeyList(keyList);
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					//        }
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					//        return result;
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					//    }
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					//    private VectorUrlResponse getUrlResponseByObject(JsonNode rootNode) throws JsonProcessingException {
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					//        VectorUrlResponse result = new VectorUrlResponse();
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					//        result.setOriginalData(rootNode);
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					//        List<String> keyList = new ArrayList<>();
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					//        Iterator<String> iterator = rootNode.fieldNames();
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					//        while (iterator.hasNext()) {
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					//            keyList.add(iterator.next());
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					//        }
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					//        result.setKeyList(keyList);
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					//        return result;
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					//    }
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					    @Override | 
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					    public List<String> getUrlResponseKeyList(String url, String bladeToken, String hzinfoToken) { | 
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					    public List<String> getUrlResponseKeyList(String url, String bladeToken, String hzinfoToken) { | 
				
			
			
		
	
		
		
			
				
					
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					        List<String> result = new ArrayList<>(); | 
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					        VectorUrlResponse response = getUrlResponse(url, bladeToken, hzinfoToken); | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					        Map map = getUrlResponse(url, bladeToken, hzinfoToken); | 
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					        return response.getKeyList(); | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					        Map<String, Object> data = ((Map<String, Object>) map.get("data")); | 
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					    } | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					        if (data != null) { | 
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					            result.addAll(data.keySet()); | 
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					    @Override | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					        } else { | 
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					    public Boolean synchronization(String bladeToken, String hzinfoToken) { | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					            result.addAll(map.keySet()); | 
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					        List<VectorParamEntity> list = this.list(); | 
				
			
			
				
				
			
		
	
		
		
	
		
		
	
		
		
	
		
		
	
		
		
	
		
		
	
		
		
	
		
		
			
				
					
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					        if (CollectionUtil.isEmpty(list)) { | 
				
			
			
		
	
		
		
			
				
					
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					            return false; | 
				
			
			
		
	
		
		
			
				
					
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					        } | 
				
			
			
		
	
		
		
			
				
					
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					        for (VectorParamEntity entity : list) { | 
				
			
			
		
	
		
		
			
				
					
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					            VectorUrlResponse response = getUrlResponse(entity.getUrl(), bladeToken, hzinfoToken); | 
				
			
			
		
	
		
		
			
				
					
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					            if (response != null) { | 
				
			
			
		
	
		
		
			
				
					
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					                ObjectMapper mapper = new ObjectMapper(); | 
				
			
			
		
	
		
		
			
				
					
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					                JsonNode rootNode = null; | 
				
			
			
		
	
		
		
			
				
					
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					                try { | 
				
			
			
		
	
		
		
			
				
					
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					                    rootNode = mapper.readTree(entity.getAttributeMap()); | 
				
			
			
		
	
		
		
			
				
					
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					                } catch (JsonProcessingException e) { | 
				
			
			
		
	
		
		
			
				
					
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					                    e.printStackTrace(); | 
				
			
			
		
	
		
		
			
				
					
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					                } | 
				
			
			
		
	
		
		
			
				
					
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					                Map<String, String> attrMap = new HashMap<>(); | 
				
			
			
		
	
		
		
			
				
					
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					                Iterator<String> iterator = rootNode.fieldNames(); | 
				
			
			
		
	
		
		
			
				
					
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					                while (iterator.hasNext()) { | 
				
			
			
		
	
		
		
			
				
					
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					                    String key = iterator.next(); | 
				
			
			
		
	
		
		
			
				
					
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					                    attrMap.put(key, rootNode.findValue(key).textValue()); | 
				
			
			
		
	
		
		
			
				
					
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					                } | 
				
			
			
		
	
		
		
			
				
					
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					                List<Object> dataList = new ArrayList(); | 
				
			
			
		
	
		
		
			
				
					
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					                JsonNode dataObject = (JsonNode) response.getOriginalData(); | 
				
			
			
		
	
		
		
			
				
					
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					                if (dataObject.isArray()) { | 
				
			
			
		
	
		
		
			
				
					
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					                    Iterator<JsonNode> dataIterator = dataObject.iterator(); | 
				
			
			
		
	
		
		
			
				
					
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					                    while (dataIterator.hasNext()) { | 
				
			
			
		
	
		
		
			
				
					
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					                        dataList.add(toJsonObject(dataIterator.next())); | 
				
			
			
		
	
		
		
			
				
					
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					                    } | 
				
			
			
		
	
		
		
			
				
					
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					                } else { | 
				
			
			
		
	
		
		
			
				
					
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					                    dataList.add(toJsonObject(dataObject)); | 
				
			
			
		
	
		
		
			
				
					
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					                } | 
				
			
			
		
	
		
		
			
				
					
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					                weaviateService.saveBatch(response.getOriginalData(), entity.getTableName(), attrMap); | 
				
			
			
		
	
		
		
			
				
					
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					            } | 
				
			
			
		
	
		
		
			
				
					
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					        } | 
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					        } | 
				
			
			
		
	
		
		
			
				
					
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					        return result; | 
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					        return true; | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					    } | 
				
			
			
		
	
		
		
			
				
					
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					    private JSONObject toJsonObject(JsonNode node) { | 
				
			
			
		
	
		
		
			
				
					
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					        JSONObject jsonObject = JSON.parseObject(node.toString()); | 
				
			
			
		
	
		
		
			
				
					
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					        return jsonObject; | 
				
			
			
		
	
		
		
			
				
					
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					    } | 
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					    } | 
				
			
			
		
	
		
		
			
				
					
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					} | 
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					} | 
				
			
			
		
	
	
		
		
			
				
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